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[67,"B4_R18_R2",6,"HIGH",0.28116360000000001,0.4249291,1.134409,1.217087,1.2724347,1.3084571,1.3297136000000001,1.3400182,1.3415988999999999,1.3323505,1.3116137999999999,1.2832996000000001,1.2508622,1.2163086000000001,1.1815125,1.9201157,1.9454781000000001,1.9486384000000001,1.9372619,1.9145721,1.8862380999999999,1.8540869,1.8196492,1.7841746000000001,1.8371999000000001]
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[71,"B2_R9_R3",7,"HIGH",0.28754980000000002,0.43329390000000001,1.1509811999999999,1.2304051,1.2831091999999999,1.3175144000000001,1.3378410000000001,1.3477026000000001,1.3492104,1.3404655000000001,1.3207107,1.2934045000000001,1.2619597,1.2283282,1.1940303999999999,1.912161,1.9384581999999999,1.9424406999999999,1.93041,1.9070438999999999,1.8782171999999999,1.8463061000000001,1.8125861999999999,1.7780468,1.8234074]
[72,"B1_R17_R1",5,"LOW",0.31300600000000001,0.46678229999999998,1.2301971,1.3075804,1.3571594,1.3885875000000001,1.4070560999999999,1.4160477,1.4172648999999999,1.4088593,1.3896942000000001,1.3633347,1.3326133,1.2991474000000001,1.2647447999999999,1.88903,1.9078221,1.9111155,1.9020433000000001,1.8854652999999999,1.8643647000000001,1.8411753,1.8151318000000001,1.7889949000000001,1.8222315]
[73,"B1_R17_R2",8,"HIGH",0.30082510000000001,0.44764969999999998,1.1727144,1.2520443000000001,1.3033782,1.3362830000000001,1.3554664000000001,1.3647441,1.3661467,1.3577113999999999,1.3383702,1.3117687,1.2809275,1.2476444,1.2137458000000001,1.8394604000000001,1.8578600000000001,1.8607838999999999,1.8515693,1.8349439000000001,1.8147831000000001,1.7916205999999999,1.7662244,1.7396438999999999,1.776896]
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[79,"B2_R17_R2",5,"LOW",0.30102319999999999,0.44432319999999997,1.1568537000000001,1.2422175,1.2989926000000001,1.3357946999999999,1.357486,1.3680007000000001,1.3695624,1.3603793,1.3396447,1.3111316,1.2785493999999999,1.2434304,1.2081081,1.8927841000000001,1.9121987,1.9153222999999999,1.9065650999999999,1.8898035,1.8678786000000001,1.842263,1.8144416000000001,1.7848953999999999,1.8344564000000001]
[80,"B1_R18_R1",8,"HIGH",0.28431600000000001,0.42907960000000001,1.1472666,1.2340726,1.2927097000000001,1.3309709999999999,1.3539097,1.3652947,1.3673948,1.3582307,1.3372656000000001,1.3080486,1.2746303999999999,1.2389152000000001,1.2029666000000001,1.9652338,1.9901724000000001,1.9948638999999999,1.9830762,1.9602221,1.9322406000000001,1.9002268,1.8652204999999999,1.8288412000000001,1.8745193]
[81,"B1_R18_R2",7,"HIGH",0.2661423,0.4014298,1.0607009999999999,1.1444932000000001,1.2021685,1.2406147999999999,1.2639111999999999,1.2754981999999999,1.2778997000000001,1.2695304000000001,1.2497857999999999,1.2223877000000001,1.1910292,1.1577232,1.1245126999999999,1.8913233,1.9200974,1.9258001,1.9122907,1.8872418,1.85562,1.820459,1.782904,1.7435744,1.8132849]
[82,"B4_R9_R2",8,"HIGH",0.30311650000000001,0.44125199999999998,1.0655398,1.1384917000000001,1.1875838999999999,1.2194452,1.2383584000000001,1.2474400999999999,1.2491549,1.2419317000000001,1.2250109,1.2017301,1.1749582000000001,1.1461935000000001,1.1173398000000001,1.7228861,1.7437931,1.7470528999999999,1.7368018999999999,1.7182951,1.6948996000000001,1.6685928000000001,1.6409642,1.6122810000000001,1.6902988999999999]
[83,"B4_R9_R1",6,"HIGH",0.30288179999999998,0.44771929999999999,1.1458005,1.2260070999999999,1.2790512999999999,1.3132900999999999,1.3334984999999999,1.3432477,1.3450054,1.3367868999999999,1.3178494999999999,1.2916181,1.2614768999999999,1.2290350000000001,1.1962919999999999,1.8298017,1.8475832999999999,1.8505522000000001,1.8422632999999999,1.8258892,1.8051387999999999,1.7815559000000001,1.7560591000000001,1.7289658000000001,1.7871161]
[84,"B4_R25_R1",6,"HIGH",0.27977400000000002,0.41789320000000002,1.0920764999999999,1.1753505,1.2324712,1.2704492000000001,1.2931687999999999,1.3043228,1.3062719,1.297218,1.2762287000000001,1.2474886999999999,1.2148148999999999,1.1800794999999999,1.1454905,1.9385542,1.968483,1.9732114000000001,1.9582796,1.9319835000000001,1.8994245999999999,1.8619672,1.8219429,1.7813504,1.8386281]
[85,"B4_R25_R2",4,"LOW",0.29593239999999998,0.44003029999999999,1.1118215,1.1882509999999999,1.2392110999999999,1.272378,1.2921141,1.3016961,1.3034285000000001,1.2954203,1.2771505999999999,1.2517822000000001,1.2225332,1.1912072,1.1594930000000001,1.8026593,1.8241535,1.827723,1.8172098000000001,1.7984699,1.7746046,1.7478685,1.7193375,1.6890289000000001,1.7447992999999999]
[86,"B1_R11_R1",6,"HIGH",0.25832260000000001,0.38949699999999998,1.0404509,1.1218619000000001,1.1770734,1.2133311,1.2348604000000001,1.2453715999999999,1.2471338999999999,1.2384797000000001,1.2187306,1.1916248,1.1606364,1.1276790999999999,1.0948032999999999,1.7995933,1.8231454,1.8268589,1.8155469,1.7940847,1.7681206,1.7380165999999999,1.7060367999999999,1.6719447000000001,1.7324077]
[87,"B1_R11_R2",4.5,"LOW",0.25983590000000001,0.39184619999999998,1.037984,1.1189169999999999,1.1747555000000001,1.2119267,1.2341837,1.2452588,1.2475597,1.2391888,1.2197709000000001,1.1928810000000001,1.1621821999999999,1.1294767999999999,1.0968943,1.8484722,1.8777124999999999,1.8836004,1.8698638999999999,1.8447933000000001,1.8128363000000001,1.7769630999999999,1.7390578000000001,1.7002507,1.7694943000000001]
[88,"B1_R11_R3",4,"LOW",0.28063440000000001,0.42027520000000002,1.0983882,1.1752174,1.2259351000000001,1.2586638000000001,1.2779421,1.2873007999999999,1.2888803,1.2805359000000001,1.2617141999999999,1.2358769000000001,1.2062728,1.1744498999999999,1.1422234,1.7735862,1.7920817,1.7959830999999999,1.7861634,1.7683264999999999,1.7462508999999999,1.7216994000000001,1.6945504,1.6662916999999999,1.7165048000000001]
[89,"B2_R1_R1",8,"HIGH",0.29560779999999998,0.44169360000000002,1.1718975,1.2548386,1.3088778000000001,1.3430883,1.3631762000000001,1.3728657,1.3743365000000001,1.3654557,1.3454615000000001,1.3176395999999999,1.2857928000000001,1.2513485,1.2163162000000001,1.8426773999999999,1.8576349000000001,1.8598001,1.852041,1.8390839999999999,1.8209305,1.800271,1.7778499000000001,1.7534978000000001,1.798543]
[90,"B2_R1_R2",6,"HIGH",0.29443730000000001,0.4322551,1.1504932999999999,1.2323557999999999,1.2858715999999999,1.3201957,1.3404959000000001,1.350417,1.3519330000000001,1.3429358,1.3227158000000001,1.2949337999999999,1.2628728,1.2284248,1.1935614000000001,1.8619238,1.8815763000000001,1.8850804999999999,1.8759463999999999,1.8583231,1.8365749,1.8106449,1.7832892,1.7544723,1.7982142999999999]
[91,"B1_R23_R1",8,"HIGH",0.27861259999999999,0.41783619999999999,1.1162719000000001,1.2003592000000001,1.2569385,1.2940391,1.3160198000000001,1.3269063000000001,1.328773,1.3198638,1.2995839,1.2715495999999999,1.2393004999999999,1.2049046999999999,1.1702328,1.904037,1.9280253999999999,1.9329646,1.9209938,1.8988706,1.8711438,1.8396653999999999,1.8064933000000001,1.7713253,1.8286772]
[92,"B1_R23_R2",7,"HIGH",0.30839420000000001,0.45536779999999999,1.1466991,1.2264018000000001,1.2801943,1.315434,1.3364320000000001,1.3467871,1.3486784999999999,1.3404213,1.3212197000000001,1.2947447000000001,1.2642313999999999,1.2316509,1.1987677999999999,1.9022226,1.9268942,1.9315836,1.9191910000000001,1.897167,1.8703091999999999,1.8400105,1.8073106999999999,1.7724937000000001,1.8387145]
[93,"B1_R23_R3",7,"HIGH",0.27603179999999999,0.41945979999999999,1.1336101999999999,1.2199732999999999,1.2780544,1.3160107999999999,1.3385887000000001,1.3495965999999999,1.3516439,1.3425487,1.3217901000000001,1.2931471000000001,1.2601184999999999,1.2249372999999999,1.1894382999999999,1.9280021000000001,1.9520187,1.9572088000000001,1.9458641000000001,1.9242607,1.8973849,1.8672645999999999,1.8338258000000001,1.7989337000000001,1.8532138]
[94,"B2_R3_R1",5,"LOW",0.32421119999999998,0.48563780000000001,1.2673116,1.3467112000000001,1.3987634,1.4326962999999999,1.4527935000000001,1.4629475999999999,1.4648285000000001,1.4565011999999999,1.4370894000000001,1.4104091000000001,1.3793579,1.3454142,1.3106519999999999,1.992659,2.0152960000000002,2.0197929999999999,2.0096929000000001,1.9888059,1.9647939000000001,1.9367131,1.9068942,1.8753185000000001,1.9087843]
[95,"B3_R20_R1",4,"LOW",0.28768500000000002,0.425931,1.1030873000000001,1.1831763,1.23648,1.2708104,1.2911178999999999,1.3009443000000001,1.3024560000000001,1.29365,1.2741098,1.2472171999999999,1.2164221,1.1833726,1.1501944,1.7871520999999999,1.8040677000000001,1.8068438,1.7984563,1.7833505000000001,1.7635145000000001,1.7404717999999999,1.7149675,1.6878905,1.7429838]
[96,"B3_R20_R2",4,"LOW",0.29107110000000003,0.42610379999999998,1.0934318000000001,1.1692468,1.2189326,1.2506406000000001,1.2690988000000001,1.2780568999999999,1.2793729,1.2710360000000001,1.2526382,1.227355,1.1980957999999999,1.1664635000000001,1.1346464000000001,1.7024987,1.7157182,1.7179911999999999,1.7115705000000001,1.6993232,1.683548,1.6649209,1.6443042999999999,1.621977,1.6729187000000001]
[97,"B3_R20_R3",5,"LOW",0.3094403,0.44881979999999999,1.0834528000000001,1.1541964,1.2006888,1.2305467000000001,1.2480268000000001,1.2565275,1.2579913,1.2508352,1.2343987999999999,1.2116632000000001,1.1854749,1.1571898,1.1285276,1.6573582,1.6721146,1.6739558999999999,1.6666794,1.6536033999999999,1.6372808000000001,1.6182846,1.5974520000000001,1.5759559000000001,1.6336191]
[98,"B4_R3_R1",5,"LOW",0.28074719999999997,0.42470049999999998,1.11707,1.1950907,1.2465302,1.2796386,1.2990552,1.3085755999999999,1.3102304,1.3022562,1.2837551,1.2583133,1.2290095000000001,1.1973668,1.1652243,1.7599729,1.7750813999999999,1.7781195999999999,1.7707873999999999,1.7566155999999999,1.739131,1.7186488,1.6961805000000001,1.6717820000000001,1.725716]
[99,"B4_R3_R2",5,"LOW",0.29572910000000002,0.4343515,1.1109964999999999,1.1884356,1.2394927,1.2725042,1.2919898999999999,1.3015565,1.3031969000000001,1.2952433000000001,1.2770926,1.2518066999999999,1.2225301,1.1910288,1.1590940000000001,1.7466208000000001,1.7619332999999999,1.7645196999999999,1.7571152000000001,1.7431053000000001,1.7256119999999999,1.7054292,1.683381,1.6593,1.7106501999999999]
[100,"B4_R3_R3",6,"HIGH",0.31099009999999999,0.45435019999999998,1.1144396000000001,1.1900257000000001,1.2400435999999999,1.2722822,1.2912359,1.3006399,1.3024355000000001,1.2951698,1.2781381999999999,1.2544652000000001,1.2270725,1.1973305999999999,1.1672665,1.7128787999999999,1.726485,1.7283154000000001,1.7217621999999999,1.709999,1.6946977000000001,1.6766863999999999,1.6568643000000001,1.6349533999999999,1.6937306000000001]
[101,"B3_R21_R1",8,"HIGH",0.30427979999999999,0.44630059999999999,1.1289612,1.2071795000000001,1.2585892999999999,1.2917582999999999,1.3111470999999999,1.3206834000000001,1.3223225000000001,1.3142627,1.2959219,1.2705415,1.2413844999999999,1.2098416000000001,1.1778321,1.7549021,1.7682332000000001,1.7703207999999999,1.7641043999999999,1.7520576000000001,1.7362394000000001,1.7179622999999999,1.6974035999999999,1.6750476000000001,1.7375872999999999]
[102,"B3_R21_R2",8,"HIGH",0.31234640000000002,0.45327479999999998,1.0901942,1.1638757,1.2127703000000001,1.2442377,1.2629063,1.2720572000000001,1.2738563000000001,1.2666694000000001,1.2500734,1.2268543999999999,1.2000468,1.1711179,1.1418748000000001,1.6874093999999999,1.7014071,1.7039747000000001,1.6971290000000001,1.6845570000000001,1.667686,1.6491214999999999,1.6284012999999999,1.6059988999999999,1.6669252999999999]
[103,"B3_R21_R3",8,"HIGH",0.31667859999999998,0.45542909999999998,1.1024394,1.1737405999999999,1.2203013,1.2500517,1.2675638,1.2760693999999999,1.2776088000000001,1.2701374000000001,1.2534192,1.2303624,1.2035946,1.1747335999999999,1.1452959,1.6747860999999999,1.6882509999999999,1.6904383999999999,1.6839677,1.6714519000000001,1.6560790999999999,1.6384574000000001,1.6189671999999999,1.5979941,1.6557415]
[104,"B4_R28_R1",5,"LOW",0.37921739999999998,0.52903699999999998,1.2274554,1.2964888000000001,1.3400846,1.3673602,1.3833678,1.3910636999999999,1.3921174999999999,1.3849305999999999,1.3687338,1.3461905999999999,1.3198135,1.2909911999999999,1.2611654999999999,1.7391464000000001,1.7499922999999999,1.7521409999999999,1.7462492000000001,1.7360047999999999,1.7232002,1.7082968000000001,1.6925730999999999,1.6748455,1.7164906]
[105,"B3_R2_R1",3,"LOW",0.34522560000000002,0.50157390000000002,1.2913922,1.3696716,1.419076,1.4501109000000001,1.4683518,1.4772430999999999,1.4784911999999999,1.4699684,1.4505357999999999,1.4236694999999999,1.3923421,1.3579333,1.3224191999999999,1.924248,1.9407086,1.9437101000000001,1.9357591999999999,1.9209031999999999,1.9028617999999999,1.8813906,1.8587997000000001,1.8354876,1.8572831999999999]
[106,"B3_R2_R2",3,"LOW",0.3070985,0.44928810000000002,1.1306145000000001,1.2063246000000001,1.2558689000000001,1.2879389999999999,1.3068968000000001,1.3162961,1.3178525999999999,1.3098958000000001,1.2918261,1.2668699999999999,1.2381325999999999,1.2069585,1.1752788999999999,1.7591387999999999,1.7756227,1.7789484,1.7710425000000001,1.7566267,1.7381909,1.7175617000000001,1.6944934,1.6700306,1.7174803999999999]
[107,"B4_R24_R1",7,"HIGH",0.29366579999999998,0.42925200000000002,1.083987,1.1630853000000001,1.2162900000000001,1.2509861,1.2715438999999999,1.2816216,1.2836529999999999,1.2756033,1.2570391000000001,1.2312974000000001,1.2016922999999999,1.1699808,1.1379926,1.7603873000000001,1.7775432,1.7806674,1.7723712,1.7576894999999999,1.7385553,1.7162367999999999,1.6914701000000001,1.6647841999999999,1.7186688999999999]
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[219,"P257_R1",8,"HIGH",0.29961850000000001,0.44885779999999997,1.1731651999999999,1.2472924999999999,1.2948227999999999,1.3246255,1.3417106000000001,1.3494862000000001,1.3498486999999999,1.3403921999999999,1.3205943,1.2941351000000001,1.2639948999999999,1.2315886,1.1987542,1.8268306000000001,1.8428414,1.8445374000000001,1.8340008000000001,1.8165202,1.7949591,1.7706915999999999,1.7446052000000001,1.7178043000000001,1.7755767]
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[221,"P257_R3",5,"LOW",0.31046780000000002,0.46250239999999998,1.199508,1.2751703000000001,1.323607,1.3538976,1.3709874,1.3786369999999999,1.3788958,1.3690616,1.3487921,1.3215710000000001,1.2906069,1.2574269,1.2238415,1.8651475,1.8815063000000001,1.8828058000000001,1.8725102,1.8548663999999999,1.8331677,1.8078262,1.7812056999999999,1.7529885000000001,1.8112785]
[222,"P266_R2",6.5,"HIGH",0.26666309999999999,0.40070790000000001,1.0849211000000001,1.1651852,1.2179875,1.2515757000000001,1.2707105999999999,1.2793871999999999,1.2796506999999999,1.2692445999999999,1.2477547,1.2190833000000001,1.1866966000000001,1.152444,1.1184430999999999,1.8238095000000001,1.8419642000000001,1.8431183,1.8317030999999999,1.8120506000000001,1.7871462,1.7593011000000001,1.7289600000000001,1.6969295,1.7580815999999999]
[223,"P266_R3",4,"LOW",0.30744670000000002,0.45385429999999999,1.1304342000000001,1.2025068000000001,1.2493502000000001,1.2788767999999999,1.2957181,1.3034223,1.3037392000000001,1.2946614000000001,1.2759885,1.2510469,1.2225915000000001,1.1922003999999999,1.1614655,1.7675852999999999,1.7837297999999999,1.7846377,1.7742856,1.7570403999999999,1.7353190000000001,1.7107853,1.6856249999999999,1.6585847,1.7223854000000001]
[224,"P200_R1",4,"LOW",0.28215580000000001,0.41768670000000002,1.1059996000000001,1.183521,1.2335986999999999,1.2649233,1.2826580000000001,1.2905656999999999,1.2904407,1.2800260000000001,1.2589655,1.2308645,1.1990426999999999,1.1652913,1.1314617,1.7683127999999999,1.7810897999999999,1.7822766000000001,1.7735212,1.7584070999999999,1.7392612999999999,1.7172508,1.6934496000000001,1.6672815000000001,1.7246748000000001]
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[226,"P200_R3",5,"LOW",0.26942310000000003,0.40522000000000002,1.0839578000000001,1.1623679,1.2135716999999999,1.2459134999999999,1.2642667999999999,1.2724858999999999,1.2725328,1.2623127999999999,1.241298,1.2133541000000001,1.1817964000000001,1.148412,1.1151412000000001,1.7752333,1.7909421999999999,1.7917384999999999,1.7814019999999999,1.7646412,1.7429154,1.7183360999999999,1.6913712999999999,1.6629921999999999,1.7236157999999999]
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[610,"P522_R1",8,"HIGH",0.28699989999999997,0.42995240000000001,1.1329848,1.2082188,1.2574588,1.2888339,1.3068948,1.3152219000000001,1.3156595,1.3059491999999999,1.2857084999999999,1.2584956,1.2277167,1.1949608,1.1619687000000001,1.8323958,1.8509182,1.8527231,1.8408812000000001,1.8210508000000001,1.7972417000000001,1.7705869999999999,1.7411611,1.7109869,1.7687999000000001]
[611,"Ngetta_48_3",5,"LOW",0.27794550000000001,0.41476269999999998,1.1060208,1.1833241000000001,1.2318916,1.2611840999999999,1.2767377,1.2826934000000001,1.2816263000000001,1.2706225,1.2490044,1.2205352,1.1888407000000001,1.1552547,1.1219695999999999,1.7748094000000001,1.7878681000000001,1.7872117999999999,1.7772836999999999,1.7610642999999999,1.7411894000000001,1.7174214999999999,1.691684,1.6645411000000001,1.7256961]
[612,"Ngetta_09_2",7,"HIGH",0.25521909999999998,0.3911462,1.1006536,1.1865227,1.2428714999999999,1.2778027999999999,1.2968842,1.3048966,1.3042634,1.2921362999999999,1.2680904,1.2362249999999999,1.2008561,1.1638269000000001,1.1272911999999999,1.9851354000000001,2.0103005999999999,2.0123009999999999,1.9942367000000001,1.9639390000000001,1.9293383,1.8885144,1.8453569000000001,1.8010454,1.8752972999999999]
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[614,"Ngetta_18_2",7,"HIGH",0.2997667,0.45566250000000003,1.2783918000000001,1.3604164000000001,1.4105213000000001,1.4401964,1.4558656999999999,1.4618825,1.460248,1.4473995,1.4227765999999999,1.3900086,1.3531586,1.3137813,1.2740662,2.0444681999999998,2.0644382999999999,2.0657665999999999,2.0524404000000001,2.0297793999999998,2.0018311,1.9714806,1.9378833,1.9039139,1.9324794000000001]
[615,"Ngetta_18_3",7,"HIGH",0.2890953,0.4401369,1.2069056,1.2879977,1.3393373,1.3705957,1.3875101000000001,1.3946529999999999,1.3934896000000001,1.3818531999999999,1.3583092999999999,1.3275003000000001,1.2928976000000001,1.256016,1.2191486,1.9966112,2.0183938000000001,2.0187320999999998,2.0026809999999999,1.9768977000000001,1.9461952,1.9126635000000001,1.8764437,1.8394721999999999,1.8893895000000001]
[616,"Ngetta_05_1",7,"HIGH",0.28144079999999999,0.41799510000000001,1.1295378,1.2096857999999999,1.2601054,1.2903093000000001,1.3063319,1.3125266,1.311272,1.2994460000000001,1.2765093999999999,1.2465215999999999,1.2128767,1.1774640000000001,1.1422839,1.8347127000000001,1.8487598000000001,1.8483906000000001,1.8371464,1.8200959000000001,1.7987622000000001,1.7739662,1.7461412999999999,1.7166083000000001,1.7884853999999999]
[617,"Ngetta_05_3",7.5,"HIGH",0.27191029999999999,0.40718969999999999,1.1191169999999999,1.1976457,1.2469235999999999,1.2765955,1.2921847,1.298311,1.2968036000000001,1.2851059,1.2619748,1.2317239,1.1981801000000001,1.1627064,1.1275196000000001,1.8419732,1.8577583,1.8572332,1.8454275,1.8251891,1.7999902000000001,1.7719611,1.7419589,1.7099339,1.772095]
[618,"Ngetta_08_1",7,"HIGH",0.25730199999999998,0.39569280000000001,1.1033043,1.1836888000000001,1.2355875000000001,1.2676829999999999,1.2851098000000001,1.2922057,1.2911655,1.2794983,1.2563451999999999,1.2260138,1.1920923999999999,1.1563213000000001,1.120919,1.9161463000000001,1.9400143999999999,1.9401324,1.9227223,1.8948427000000001,1.8628119999999999,1.8278953,1.7895728,1.7487489000000001,1.8208280999999999]
[619,"Ngetta_08_2",7,"HIGH",0.25082910000000003,0.38525310000000001,1.1003098,1.1823634000000001,1.2347717,1.2665968000000001,1.2835604,1.2901212,1.2884666,1.2757757999999999,1.2507774,1.2184782000000001,1.1828993999999999,1.1456316,1.1087602000000001,1.9608947999999999,1.9833417,1.9837677,1.9669614,1.9362577000000001,1.9011973,1.8613051,1.8194759,1.7765861000000001,1.825431]
[620,"Ngetta_39_1",7.5,"HIGH",0.28572560000000002,0.43419960000000002,1.2391481,1.3219995,1.3726027999999999,1.4020319000000001,1.4172975999999999,1.4230299,1.4208278999999999,1.4069427000000001,1.3812416999999999,1.3476254999999999,1.3100734000000001,1.2702103,1.2302556,1.9907665999999999,2.005995,2.0055589999999999,1.9947547999999999,1.9742154999999999,1.9494954,1.9219363,1.8916329999999999,1.8600378,1.8926669]
[621,"Ngetta_39_2",6,"HIGH",0.30376170000000002,0.4594568,1.2970084,1.3815736999999999,1.432979,1.4631219,1.4789304999999999,1.4847771000000001,1.4825993,1.4686389,1.4423395000000001,1.4077455000000001,1.3690606000000001,1.3278027999999999,1.2862997,2.0913887,2.1088507000000001,2.1102104000000002,2.0974548,2.0736081999999998,2.0461423000000001,2.0153053000000001,1.9816037,1.9461265999999999,1.9828730999999999]
[622,"Ngetta_39_3",6,"HIGH",0.29523870000000002,0.44024229999999998,1.2194537999999999,1.2964370000000001,1.3426241000000001,1.3693565000000001,1.3829256000000001,1.3879541,1.3858528000000001,1.3731386999999999,1.348859,1.3175526,1.2820088999999999,1.2441774999999999,1.2063022999999999,1.8719053000000001,1.8838414999999999,1.8837926,1.8755138,1.8593276999999999,1.8405199000000001,1.8189900000000001,1.7933878999999999,1.767741,1.808198]
[623,"Ngetta_01_1",7,"HIGH",0.30646760000000001,0.46515210000000001,1.3008617,1.3857109999999999,1.4375448,1.4685334999999999,1.4850405,1.4910953,1.4893460999999999,1.4762455000000001,1.4507095999999999,1.4172701999999999,1.3794314999999999,1.3391980999999999,1.2989478000000001,2.0776349999999999,2.0950658,2.0971584000000001,2.0828688,2.0612062999999998,2.0348267999999998,2.0050830999999998,1.9708673999999999,1.9369845000000001,1.9609825999999999]
[624,"Ngetta_01_2",7,"HIGH",0.3190982,0.47952820000000002,1.2860625000000001,1.3653983000000001,1.4144030999999999,1.4434122,1.458636,1.4647526,1.4634562,1.4509573,1.4269584,1.3953732999999999,1.3599357999999999,1.3220357,1.2840651000000001,2.0495912999999999,2.0696365999999999,2.0698837999999999,2.0555637,2.0313159999999999,2.0027651999999998,1.9701605,1.9366482,1.9015029999999999,1.9309373999999999]
[625,"Ngetta_01_3",7,"HIGH",0.33302470000000001,0.49940590000000001,1.3042855,1.3793685,1.4257622999999999,1.4538922000000001,1.4686801,1.4744189000000001,1.4734719000000001,1.4625579,1.4407425,1.4119807,1.3792169999999999,1.3439745999999999,1.3086133,2.0257480000000001,2.0463414000000002,2.0469189000000001,2.0328732,2.0067271999999998,1.9787821999999999,1.9481843000000001,1.9162326000000001,1.8820592,1.9202646999999999]
[626,"Ngetta_45_1",6,"HIGH",0.2445852,0.3738147,1.0515279,1.1344087,1.1885053999999999,1.2219800999999999,1.2401078999999999,1.2475133,1.2466520000000001,1.2348558999999999,1.2114997999999999,1.1807335999999999,1.1466289000000001,1.1109511999999999,1.0758899,1.8713089000000001,1.8911872999999999,1.8913381,1.8768159,1.8522053999999999,1.8219911,1.7868592999999999,1.7501192000000001,1.7108393,1.7844458999999999]
[627,"Ngetta_45_2",7,"HIGH",0.2412425,0.3717763,1.0642974000000001,1.1468885,1.2005199,1.2334788999999999,1.251072,1.2579286999999999,1.2565481999999999,1.2438785000000001,1.2192666999999999,1.1873720000000001,1.152166,1.1154569000000001,1.0794111,1.9442413000000001,1.9684347,1.9688886000000001,1.9478894,1.9166771,1.8804141999999999,1.8383446000000001,1.7936008999999999,1.7488127,1.82779]
[628,"Ngetta_45_3",7,"HIGH",0.24687619999999999,0.37830940000000002,1.0701824,1.1522132,1.2055293,1.2383697,1.2558838000000001,1.2627459000000001,1.2615479999999999,1.2492000000000001,1.2247972,1.1932484000000001,1.1583585000000001,1.1219813999999999,1.0861639000000001,1.9387578000000001,1.9616969,1.9613141999999999,1.9418498,1.9122876,1.8750932,1.8342822000000001,1.7912574000000001,1.7475836,1.8090459000000001]
[629,"Ngetta_47_3",7,"HIGH",0.25409599999999999,0.3911153,1.1174955,1.2012444,1.2548062,1.2873424,1.3045751999999999,1.3112642000000001,1.3094922,1.2963880999999999,1.2713386,1.2385459999999999,1.2024862000000001,1.1648643000000001,1.1276311999999999,1.9753925000000001,1.9980669,1.9969311999999999,1.9781667000000001,1.9486364,1.9136158999999999,1.8747433,1.8333405,1.7908742,1.8490515999999999]
[630,"Ngetta_03_1",5,"LOW",0.26454860000000002,0.40213399999999999,1.1402159000000001,1.2223238999999999,1.2741412999999999,1.3055000999999999,1.3221453000000001,1.3285174,1.3266462000000001,1.3136028,1.2884150999999999,1.2558944000000001,1.2197237000000001,1.1817257000000001,1.1442167999999999,1.9752398,1.9965767000000001,1.9969722000000001,1.9789418999999999,1.9507543000000001,1.9180341000000001,1.8806394,1.8410138,1.8003366999999999,1.8582519]
[631,"Ngetta_03_2",5,"LOW",0.267542,0.4038197,1.1127279000000001,1.1945475000000001,1.2473958999999999,1.2799119999999999,1.2972728,1.3040692,1.3027435999999999,1.2903202,1.2662545000000001,1.2349432,1.200097,1.1636076,1.1276181000000001,1.9634516,1.9864489000000001,1.9873479999999999,1.9688578000000001,1.9389247000000001,1.9037758,1.8639059,1.8226929000000001,1.7808192,1.8504807000000001]
[632,"Ngetta_03_3",4,"LOW",0.24510960000000001,0.3733379,1.0692159000000001,1.1526921000000001,1.2062018999999999,1.2387724,1.2559559,1.2624089999999999,1.2607250000000001,1.2477294000000001,1.2228441000000001,1.1904265000000001,1.1544592,1.1170758999999999,1.0803392000000001,1.9050611,1.9249102,1.9238124000000001,1.9085851,1.8821627999999999,1.8513398000000001,1.8159341,1.7767067000000001,1.7366843000000001,1.8150032]
[633,"Ngetta_34_1",5,"LOW",0.25995699999999999,0.39677889999999999,1.1070838000000001,1.1891508,1.2421063999999999,1.274688,1.2921362000000001,1.2989170999999999,1.2977679,1.2857044,1.2618426,1.2305651,1.1957888999999999,1.1593541999999999,1.1236010000000001,1.9559473999999999,1.9789128,1.9789756999999999,1.9606283,1.9320704,1.8962155999999999,1.8579604999999999,1.8168639,1.7739035999999999,1.8419064000000001]
[634,"Ngetta_34_2",6,"HIGH",0.2586562,0.39798159999999999,1.1045426,1.1849940000000001,1.2370433000000001,1.2691486999999999,1.2866956000000001,1.2936878999999999,1.2928321,1.2812718999999999,1.2580525,1.227603,1.1939291000000001,1.1584840999999999,1.1235280999999999,1.9310969,1.9555278,1.9546228999999999,1.9367368,1.9078875,1.8736710999999999,1.8365471,1.7968383000000001,1.7555935,1.8188150999999999]
[635,"Ngetta_38_1",5,"LOW",0.25893880000000002,0.3941036,1.0898994,1.1713874,1.2244200999999999,1.2570326000000001,1.274634,1.2817213999999999,1.2806089,1.2688377,1.2454715999999999,1.2150434000000001,1.1809453999999999,1.1456341999999999,1.1107233000000001,1.9194784,1.9428337,1.9425684000000001,1.9259740000000001,1.8975848,1.8644645,1.8266534999999999,1.7867862999999999,1.7458887000000001,1.8147127999999999]
[636,"Ngetta_38_2",5,"LOW",0.2826227,0.42471579999999998,1.1423905000000001,1.2206980000000001,1.2711995,1.3023092000000001,1.3189453,1.3255223,1.3243544,1.3126306999999999,1.2897221000000001,1.2596263999999999,1.2260734,1.1906173,1.1555792,1.9492042000000001,1.9733155,1.9738538000000001,1.9564545,1.9275081999999999,1.8940059,1.8568849999999999,1.8178529000000001,1.7772410000000001,1.8463464000000001]
[637,"Ngetta_24_1",6,"HIGH",0.26113819999999999,0.39827849999999998,1.1125176999999999,1.1966022000000001,1.2507823,1.2840798,1.3018905000000001,1.3089058,1.3076848999999999,1.2952994,1.2708653999999999,1.2392358000000001,1.2039648999999999,1.1670510000000001,1.1308453999999999,1.9701405999999999,1.9930964,1.993439,1.9752436,1.9465604000000001,1.9114825,1.8729119999999999,1.8301038999999999,1.7884222999999999,1.8631549000000001]
[638,"Ngetta_24_2",6,"HIGH",0.2621812,0.39907369999999998,1.1083422999999999,1.1905367,1.2437309999999999,1.2763362,1.2938253,1.3007721999999999,1.2996858,1.2876904,1.2641084,1.2331867999999999,1.1987403999999999,1.1626391,1.1270153999999999,1.9204680999999999,1.9421674,1.9410871000000001,1.9258299000000001,1.9005585,1.8697630999999999,1.834214,1.7966654,1.7574189,1.8305351000000001]
[639,"Ngetta_24_3",7,"HIGH",0.25299389999999999,0.38624170000000002,1.0870177999999999,1.1680972999999999,1.2196467,1.2509819,1.2674996999999999,1.2740051999999999,1.272554,1.2602477999999999,1.2366284000000001,1.2058016,1.1715637000000001,1.1356922,1.1001882999999999,1.8560475000000001,1.8739224999999999,1.8740176,1.8600075,1.8375237,1.8109181000000001,1.7804120000000001,1.7469003999999999,1.7114419000000001,1.7766166000000001]
[640,"Ngetta_32_1",8,"HIGH",0.29305769999999998,0.44469950000000003,1.1799408,1.2525120000000001,1.2977227,1.3249104,1.3390515000000001,1.3446138999999999,1.3436535999999999,1.3333117000000001,1.3127958,1.2859594000000001,1.2555191999999999,1.2229456000000001,1.1902200000000001,1.8252704,1.8397733999999999,1.840239,1.8281830999999999,1.8090293,1.7867884999999999,1.7618928,1.7346581999999999,1.7065393,1.7679682999999999]
[641,"Ngetta_32_2",8,"HIGH",0.2790281,0.42035610000000001,1.1480440000000001,1.2270827,1.2768657000000001,1.3069245,1.3228702999999999,1.3292571,1.3279542,1.3166028999999999,1.2940474,1.2644215000000001,1.2312794,1.1961317,1.1611768,1.8613470000000001,1.8772336000000001,1.8762649,1.8638615999999999,1.8433659,1.8196075,1.7908564,1.7610235999999999,1.7305155999999999,1.7939935]
[642,"Ngetta_20_2",7,"HIGH",0.277005,0.41366190000000003,1.1281319000000001,1.2062059999999999,1.2553319999999999,1.2848908999999999,1.3004358,1.30636,1.3050972000000001,1.2935383,1.2706573999999999,1.2408341000000001,1.2073615,1.1721566000000001,1.1371431000000001,1.8420991,1.8591622000000001,1.8583144,1.8459574000000001,1.8248925,1.7998571000000001,1.7717571000000001,1.7419581,1.7096871,1.7717959000000001]
[643,"Ngetta_20_3",7,"HIGH",0.3094171,0.4556019,1.2056901,1.2781209,1.3217821999999999,1.3474782999999999,1.3609332000000001,1.3658741999999999,1.3642174,1.3532500000000001,1.3317835,1.303776,1.2719513,1.2377404000000001,1.2030517999999999,1.8111309,1.8232622000000001,1.8231995000000001,1.8140953,1.7990423,1.7803153,1.7593079,1.7367045000000001,1.7126250999999999,1.7659347000000001]
[644,"Ngetta_26_1",6,"HIGH",0.26011390000000001,0.3961905,1.0622065999999999,1.1388259999999999,1.1881360999999999,1.2183454,1.2346105999999999,1.2413187000000001,1.2407627000000001,1.2307330000000001,1.2102998,1.1832395,1.1528381000000001,1.1207438000000001,1.0889781999999999,1.7425777,1.7570467000000001,1.7574959000000001,1.7462409999999999,1.7275767,1.7057542999999999,1.6800120999999999,1.6528455,1.6234360000000001,1.7061337999999999]
[645,"Ngetta_26_2",5,"LOW",0.25559779999999999,0.39086769999999998,1.077366,1.1595103,1.2126779999999999,1.2452677000000001,1.2629349000000001,1.2703538000000001,1.2696677000000001,1.2585742,1.2363913,1.2070398,1.1744885,1.1401311999999999,1.1061485,1.8302640999999999,1.8473454,1.8471667000000001,1.8349355000000001,1.8127815,1.7871181,1.7579734,1.7262200999999999,1.6922196,1.7733038999999999]
[646,"Ngetta_26_3",5,"LOW",0.2643779,0.39727489999999999,1.0705172999999999,1.1464620000000001,1.1946584,1.2240713000000001,1.2397119000000001,1.2459766999999999,1.244931,1.2339609,1.2122911000000001,1.1842037000000001,1.1528845000000001,1.1197519,1.0869120000000001,1.7603804999999999,1.7755095999999999,1.7762903999999999,1.7642458999999999,1.7456768,1.7225119,1.6961075000000001,1.6681897999999999,1.6386064,1.7184484]
[647,"Ngetta_30_1",4,"LOW",0.28028350000000002,0.41479090000000002,1.1523209999999999,1.2298062000000001,1.2772353999999999,1.3052729000000001,1.3197813,1.3251797999999999,1.3234634000000001,1.3111729999999999,1.2876289000000001,1.2568823,1.2224535999999999,1.1857719,1.1489491000000001,1.8190736000000001,1.8328260999999999,1.8325529,1.8228593,1.8060727999999999,1.7856818000000001,1.7623675999999999,1.7364689,1.7093768,1.7665442]
[648,"Ngetta_30_3",5,"LOW",0.29416779999999998,0.434749,1.1726398,1.2459346,1.2897797,1.315221,1.3283137,1.3331074999999999,1.3311716,1.3194961999999999,1.2973996000000001,1.2682343,1.2353653,1.2004181,1.1652365,1.7593622,1.7680889,1.7679834000000001,1.7605495,1.7489783999999999,1.7337648000000001,1.7163355,1.6970073999999999,1.6749535,1.7409376000000001]
[649,"Ngetta_13_1",8,"HIGH",0.26834950000000002,0.404833,1.1096094999999999,1.1905608000000001,1.2421401000000001,1.2733852000000001,1.2901400000000001,1.2967006999999999,1.2955515,1.2837985999999999,1.2606987999999999,1.2303215000000001,1.1962552,1.1605117,1.1251943,1.8620566000000001,1.8793085,1.8788068,1.8662536999999999,1.8450348000000001,1.8190577000000001,1.7890005,1.7570798000000001,1.7230563999999999,1.7953802000000001]
[650,"Ngetta_13_2",8,"HIGH",0.27892139999999999,0.42022860000000001,1.1643208,1.2453555000000001,1.2957959999999999,1.3260137000000001,1.3420844000000001,1.3484297000000001,1.3470994000000001,1.3350998000000001,1.3119556000000001,1.2812884,1.2470353000000001,1.2106064999999999,1.1741132000000001,1.8765757999999999,1.891519,1.8922074,1.8819515,1.8630745,1.8387114,1.8124096000000001,1.7843943,1.7542732000000001,1.8175485]
[651,"Ngetta_29_2",7,"HIGH",0.28028989999999998,0.41481889999999999,1.12429,1.202288,1.2507139,1.2797016000000001,1.2948549,1.3006405999999999,1.2989286,1.286934,1.2637111999999999,1.2334136,1.1995401000000001,1.1638348000000001,1.1283764000000001,1.7929094999999999,1.8044614999999999,1.8042853000000001,1.7948904000000001,1.7794424,1.7607485,1.7383133,1.7136183,1.6865460999999999,1.7457149000000001]
[652,"Ngetta_29_3",7,"HIGH",0.26796239999999999,0.40083020000000003,1.0981476999999999,1.1744089,1.2219834000000001,1.2502812999999999,1.2650831,1.2709577000000001,1.2693772000000001,1.2578726,1.2355590000000001,1.2063984999999999,1.1736943,1.1392937000000001,1.1049241999999999,1.7559042,1.7677833000000001,1.7676567000000001,1.758141,1.7420652000000001,1.7226458,1.7000112999999999,1.6752328999999999,1.6487282999999999,1.7097548]
[653,"Ngetta_15_1",8,"HIGH",0.252697,0.38723819999999998,1.0883609000000001,1.1718645000000001,1.2256403,1.2587671,1.2765057,1.2836508,1.2827843000000001,1.2710220999999999,1.2472407999999999,1.2162652,1.1818147000000001,1.1453922999999999,1.1095872,1.8803312999999999,1.8991832,1.8997185000000001,1.8857249,1.8638577000000001,1.8359578000000001,1.8032782999999999,1.7695379,1.7332920999999999,1.8022822000000001]
[654,"Ngetta_15_2",7,"HIGH",0.25241799999999998,0.38395230000000002,1.0400069000000001,1.1179977999999999,1.1685449000000001,1.1997553999999999,1.2167817000000001,1.223932,1.2237477000000001,1.2136273,1.1929216,1.1654755999999999,1.1346541999999999,1.1022787000000001,1.0702703,1.7362915000000001,1.7520918000000001,1.7530190000000001,1.7413552000000001,1.7230561,1.7001499,1.6751814,1.6464638,1.6160816,1.6879865999999999]
[655,"Ngetta_14_1",6,"HIGH",0.26677780000000001,0.40743079999999998,1.1528138000000001,1.2357473000000001,1.2881435000000001,1.3200577,1.3371732999999999,1.3439283,1.3425745,1.3302889,1.3055673999999999,1.2734348,1.2376437,1.1995738,1.1618875,1.9717209,1.9928246000000001,1.9929668,1.97814,1.9522606,1.9226357000000001,1.8895957000000001,1.8528469000000001,1.8138350999999999,1.8684012999999999]
[656,"Ngetta_14_2",6,"HIGH",0.26307190000000003,0.40048129999999998,1.1083726,1.188645,1.2404143000000001,1.2725275,1.2898021,1.2969804,1.2960029,1.2843623,1.2612783999999999,1.2309253,1.1969501,1.1611829,1.1258398999999999,1.9260683000000001,1.9487112,1.949721,1.9331048,1.9062954999999999,1.8742673000000001,1.8390061,1.7998917000000001,1.7593033,1.8296474]
[657,"Ngetta_49_1",7,"HIGH",0.29545739999999998,0.43812820000000002,1.1924368999999999,1.270432,1.3181885,1.3465499000000001,1.3617097,1.3677777,1.3664472999999999,1.3548758000000001,1.3323392999999999,1.3025087,1.2686716,1.2324683999999999,1.1959029000000001,1.8651567,1.8793473999999999,1.8791249000000001,1.8687689999999999,1.8519026000000001,1.8316182000000001,1.8081750000000001,1.7825078999999999,1.7549272,1.8059949]
[658,"Ngetta_49_2",6,"HIGH",0.30755979999999999,0.45324690000000001,1.2175876000000001,1.2949428999999999,1.3419745999999999,1.3695803,1.3840146,1.3895158999999999,1.3880036,1.3764970000000001,1.3538697,1.3239938,1.2900692,1.253584,1.2171235,1.8682756,1.8802258000000001,1.8809866,1.870792,1.854104,1.8360217000000001,1.8142385000000001,1.7906367000000001,1.7647063999999999,1.8107413999999999]
[659,"Ngetta_40_1",8,"HIGH",0.33174700000000001,0.4904329,1.3107511999999999,1.3847138000000001,1.4273791,1.4517386999999999,1.4645333,1.4694471,1.4678869000000001,1.4566673999999999,1.4347249,1.4058752999999999,1.3727826999999999,1.3366138000000001,1.299634,1.8493344,1.8582352,1.8587049,1.8525990000000001,1.8433375000000001,1.8312416,1.8159632999999999,1.8002758000000001,1.7827328,1.8326321000000001]
[660,"Ngetta_31_1",5,"LOW",0.27737149999999999,0.41287600000000002,1.1085012999999999,1.1869791000000001,1.2368007999999999,1.2669793,1.2832972,1.2897959000000001,1.2886732999999999,1.2777209,1.2554901999999999,1.2263434,1.1935568999999999,1.1589263999999999,1.1246084000000001,1.8108099,1.8263866,1.827054,1.8155448000000001,1.7968196000000001,1.7739161999999999,1.7468286,1.7181784,1.6881428999999999,1.7592645]
[661,"Ngetta_07_1",7,"HIGH",0.28405279999999999,0.42795319999999998,1.1661357000000001,1.2456497,1.2954539,1.3254594,1.3415832999999999,1.3482677999999999,1.3473463000000001,1.3358721,1.31311,1.2833068000000001,1.2498411,1.2142219999999999,1.1785030000000001,1.8673861,1.8830566,1.8826714,1.8715256,1.8526560999999999,1.8299848000000001,1.8037436,1.7753482,1.7456909,1.8103484000000001]
[662,"Ngetta_12_1",5,"LOW",0.27385920000000002,0.4077249,1.086784,1.162946,1.2109638,1.2399747000000001,1.2556316000000001,1.2619454000000001,1.2611003000000001,1.2506758,1.2296505,1.2019386000000001,1.1708977,1.1378603,1.104811,1.7425478000000001,1.7557387,1.7554137999999999,1.7457628000000001,1.7302058,1.7104961999999999,1.6883994,1.6630404000000001,1.6360385,1.6982912999999999]
[663,"Ngetta_59_1",5,"LOW",0.26514670000000001,0.40626699999999999,1.1606162,1.2479195999999999,1.3036112,1.3379772999999999,1.3564472000000001,1.3638216000000001,1.3629743999999999,1.3505554,1.3254436000000001,1.292349,1.2555493,1.2165754,1.1779489999999999,2.0122173000000001,2.0329074999999999,2.0334101000000002,2.0183702000000001,1.9934449999999999,1.9623018999999999,1.9284821000000001,1.8902756000000001,1.8510678,1.9080155000000001]
[664,"Ngetta_59_2",6,"HIGH",0.26017790000000002,0.39790690000000001,1.125486,1.2097267,1.2636991,1.2967763999999999,1.3147267,1.3220166,1.3212322000000001,1.3094252,1.2857826999999999,1.2544987000000001,1.2195510000000001,1.1825105,1.1457629,1.9120132999999999,1.9298033000000001,1.9305638000000001,1.9172708999999999,1.8953530000000001,1.8692652000000001,1.8378903,1.8043236,1.7695752,1.8351487]
[665,"Ngetta_59_3",6,"HIGH",0.26397720000000002,0.40278370000000002,1.1117786000000001,1.1955522000000001,1.250373,1.2844777999999999,1.3032794000000001,1.3110345999999999,1.3103895000000001,1.2985169000000001,1.2746903000000001,1.2432506000000001,1.2082151000000001,1.1715192999999999,1.1352266,1.9869454,2.0125755999999999,2.0140514,1.996076,1.9671965,1.9303805000000001,1.8899915,1.8477112,1.8039843,1.8829471]
[666,"Ngetta_75_1",5,"LOW",0.24616279999999999,0.37768380000000001,1.0792155000000001,1.1640406000000001,1.2192391,1.2534681999999999,1.2721581,1.2798942,1.2791123,1.2666932,1.2420943,1.2099814,1.1742526,1.1369035000000001,1.100158,1.9697064,1.9947520000000001,1.9942641999999999,1.9774993999999999,1.9472362000000001,1.9101077,1.8691717000000001,1.8265996,1.7817109,1.8463624999999999]
[667,"Ngetta_75_2",6,"HIGH",0.25174489999999999,0.3854149,1.0767019,1.1583908999999999,1.2120856,1.2455826999999999,1.264302,1.2723351000000001,1.2717196,1.2601929000000001,1.2367988000000001,1.2061154999999999,1.1719086999999999,1.1359376999999999,1.1006020000000001,1.9350901,1.9617027,1.9628296000000001,1.9454559,1.9150391,1.8793690000000001,1.8389732999999999,1.7972063,1.7543728000000001,1.8055899]
[668,"Ngetta_53_1",8,"HIGH",0.29454380000000002,0.44026300000000002,1.1774817,1.2537963000000001,1.3011756000000001,1.3299272,1.3455086000000001,1.3517393,1.3509218999999999,1.3400430999999999,1.3183396000000001,1.2894882000000001,1.2569001,1.2222971,1.1873237999999999,1.8630336999999999,1.8803287,1.8797842,1.8681926,1.8482225999999999,1.8237836000000001,1.7981499000000001,1.7697208,1.740067,1.8022959999999999]
[669,"Ngetta_53_2",8,"HIGH",0.30099369999999998,0.45275599999999999,1.2120792,1.2885606000000001,1.3363696,1.3655683999999999,1.3814495,1.3880908000000001,1.3873137,1.3764297000000001,1.3547549000000001,1.3259041,1.2933768999999999,1.2586250000000001,1.2234153999999999,1.9098470000000001,1.9279397,1.9289103999999999,1.9178113000000001,1.8956778999999999,1.8706502,1.8417591,1.8114231000000001,1.7808790000000001,1.8217411999999999]
[670,"Ngetta_93_1",6,"HIGH",0.2513282,0.38262410000000002,1.0523863,1.1350883000000001,1.1893020000000001,1.2230878000000001,1.2418292,1.2499347999999999,1.2498065,1.2389926,1.2167599,1.1872902000000001,1.1542283,1.1195010000000001,1.0852709,1.8590447000000001,1.8803923,1.8808317000000001,1.8664761000000001,1.8425282000000001,1.8123828,1.7784226000000001,1.7427766,1.704491,1.7867112999999999]
[671,"Ngetta_93_2",8,"HIGH",0.24757180000000001,0.37872539999999999,1.0511936,1.1341469,1.1886969999999999,1.2226409,1.2415221999999999,1.2494867000000001,1.2494799000000001,1.2387279,1.2166638000000001,1.1873734,1.1543454,1.1196488,1.0853288000000001,1.8408628,1.8607967000000001,1.8617309,1.8487624,1.8260155,1.7985264000000001,1.7666843000000001,1.7325200000000001,1.6964950999999999,1.7723339]
[672,"Ngetta_62_1",4,"LOW",0.27499699999999999,0.4103676,1.1087009999999999,1.1826137000000001,1.2285006999999999,1.2559229999999999,1.2706668000000001,1.2766643,1.2757293999999999,1.2651600000000001,1.2442675000000001,1.2165722999999999,1.1852183000000001,1.1517879,1.1182570000000001,1.7192757000000001,1.7309241,1.7307315999999999,1.7235043000000001,1.7095407,1.6926762,1.6738215999999999,1.6519648,1.6285149000000001,1.6856092]
[673,"Ngetta_62_2",4,"LOW",0.28523219999999999,0.42102000000000001,1.1231054,1.198922,1.2461643,1.2748728,1.2900176000000001,1.2961020000000001,1.2951653999999999,1.2839657,1.2621278,1.2332156000000001,1.2008007999999999,1.1665474,1.1321188,1.7783853999999999,1.7907286,1.7918383,1.7821161000000001,1.7663424000000001,1.7472837999999999,1.7254417,1.7011082,1.6749746999999999,1.7436510000000001]
[674,"Ngetta_99_1",8,"HIGH",0.25857940000000001,0.39338800000000002,1.0773680000000001,1.1573747000000001,1.2100674,1.2430823,1.2613783000000001,1.2691615999999999,1.2687203,1.2573422000000001,1.2346410999999999,1.2045603,1.1711431999999999,1.1360976,1.1013476,1.9224139,1.9500630999999999,1.9518899999999999,1.932579,1.9021975,1.8654771999999999,1.8256266999999999,1.7832954000000001,1.7393694,1.7958341]
[675,"Ngetta_99_2",8,"HIGH",0.2461303,0.38105499999999998,1.0771866999999999,1.1628491999999999,1.2195137,1.255517,1.2756079,1.2843792000000001,1.2843614000000001,1.2728965000000001,1.2494806000000001,1.2182392,1.1834856,1.1471674000000001,1.1110547,1.9575198,1.9845273000000001,1.9861453,1.9691761999999999,1.9398751999999999,1.9036515000000001,1.8625839,1.8213113999999999,1.7773833999999999,1.8440297000000001]
[676,"Ngetta_72_1",7.5,"HIGH",0.2913268,0.43195539999999999,1.1438699000000001,1.2210808,1.2695270000000001,1.2990054,1.3148055999999999,1.3212828999999999,1.3207195,1.3102547,1.2888122,1.260435,1.2284261999999999,1.1942769,1.160067,1.8236349000000001,1.8395549,1.8395319999999999,1.8284718,1.8097049000000001,1.7870169,1.7628895,1.7360690999999999,1.7070863000000001,1.7739502]
[677,"Ngetta_72_2",6,"HIGH",0.27079550000000002,0.40815430000000003,1.1084114,1.1855327,1.2340234999999999,1.2634325,1.2790501000000001,1.2853327999999999,1.2844023,1.2734196,1.2517091,1.2229871000000001,1.1908615,1.156787,1.1227138999999999,1.7613078,1.7731812,1.7733418000000001,1.7651534,1.7508363,1.7328478,1.7118329999999999,1.6875604,1.6623087000000001,1.7356339000000001]
[678,"Ngetta_100_",5.5,"LOW",0.36500840000000001,0.53883809999999999,1.4896836,1.5705690000000001,1.615998,1.6419486999999999,1.654968,1.6598613,1.6584264,1.646577,1.6230868000000001,1.5915307000000001,1.5548512000000001,1.5141038,1.4719454000000001,2.0343746999999999,2.0416254999999999,2.0426052000000001,2.0370046999999998,2.0287918999999999,2.0177147,2.0051364999999999,1.9923493000000001,1.9758016,2.002316]
[679,"Ngetta_100_",6,"HIGH",0.36915379999999998,0.53756559999999998,1.4841808000000001,1.5656661999999999,1.6110610999999999,1.6359224000000001,1.6486042000000001,1.6533922999999999,1.6515915000000001,1.6387948000000001,1.6149983000000001,1.5823563,1.5447841,1.5029954999999999,1.459775,2.0116982000000001,2.0167961000000001,2.0171947000000001,2.0131934,2.0059301999999999,1.9972056,1.9869313,1.9746709,1.9607038000000001,1.9941416999999999]
[680,"Ngetta_57_1",7,"HIGH",0.3022745,0.44670379999999998,1.2224917,1.3040875000000001,1.3539695,1.3838018000000001,1.3997803,1.4062294,1.4049014,1.3930193,1.369437,1.3381130000000001,1.3027111,1.2647846,1.2264862000000001,1.9040710999999999,1.9178253000000001,1.91865,1.9098231000000001,1.8930739999999999,1.8733424999999999,1.8516417000000001,1.8268259,1.8003823000000001,1.8488585]
[681,"Ngetta_57_2",7,"HIGH",0.28327089999999999,0.42844870000000002,1.1884394,1.2697744,1.3203191999999999,1.3510019,1.3674903,1.3743463,1.3733953999999999,1.3619758,1.3388485999999999,1.3080919,1.2735521999999999,1.236758,1.1994189,1.9087111999999999,1.9257426,1.9268832,1.9156624,1.8958476,1.8719756999999999,1.8461646,1.8168108000000001,1.7872614,1.8397532000000001]
[682,"Ngetta_82_1",6,"HIGH",0.3012165,0.44714959999999998,1.1821997,1.2556554,1.3009713000000001,1.3281448,1.3427507000000001,1.3487903000000001,1.3480038999999999,1.3376298,1.3166441,1.2889739,1.2573806999999999,1.2236,1.1894925000000001,1.8125937000000001,1.8258893,1.8260882000000001,1.8165992,1.8007959,1.7807857,1.7585732000000001,1.7333240999999999,1.7072608,1.757549]
[683,"Ngetta_82_3",5,"LOW",0.2807846,0.4216432,1.1499872,1.2249725,1.2716050999999999,1.2997662999999999,1.3151168,1.3214402999999999,1.3207146999999999,1.3100156999999999,1.2886489999999999,1.2603587000000001,1.2282603999999999,1.1939668999999999,1.159454,1.8169647,1.8334665000000001,1.833871,1.8219281000000001,1.8035021,1.7806067000000001,1.7553278000000001,1.7280713000000001,1.6990388999999999,1.7572973999999999]
[684,"Ngetta_68_1",8,"HIGH",0.28492800000000001,0.42904680000000001,1.1827148999999999,1.2631979,1.3130269000000001,1.3430951,1.3594805999999999,1.366168,1.3653493000000001,1.3542341,1.3315802000000001,1.3015885,1.2676584,1.23142,1.1948311,1.8767168999999999,1.8918029999999999,1.8916316,1.8818566000000001,1.8651282,1.8445031999999999,1.8205832,1.7937795999999999,1.7656248000000001,1.8241894999999999]
[685,"Ngetta_68_2",8,"HIGH",0.28701759999999998,0.43159399999999998,1.2066001,1.2886727,1.3394767000000001,1.3699741000000001,1.3864462,1.3931378999999999,1.3922833999999999,1.3807309999999999,1.3573177999999999,1.3261221999999999,1.291029,1.2532861,1.2152852999999999,1.8987999,1.9127383,1.9139382,1.9047155,1.8891713999999999,1.8692565999999999,1.8469979999999999,1.822484,1.7956578000000001,1.8421799000000001]
[686,"Ngetta_96_1",6.5,"HIGH",0.26467390000000002,0.40459430000000002,1.1262766,1.2078366,1.2598643,1.2920862,1.3097742999999999,1.3171606,1.3165662,1.3054322,1.2826021999999999,1.2525200000000001,1.2187015000000001,1.1826607,1.1468185,1.8931521,1.9132176999999999,1.9133587999999999,1.9003189,1.8780121000000001,1.8518521999999999,1.8214355,1.7884081999999999,1.7530497,1.8146675999999999]
[687,"Ngetta_96_2",6.5,"HIGH",0.25611899999999999,0.389264,1.0704959999999999,1.1500018000000001,1.2016864,1.2338990999999999,1.2515148,1.2590418000000001,1.258626,1.2479126,1.2257559,1.1963031,1.1634469000000001,1.1289483,1.0945525,1.8587772,1.8812872,1.8828928,1.8679961,1.8433021000000001,1.8125429,1.7786470999999999,1.7425968999999999,1.7047213000000001,1.7776892]
[688,"Ngetta_97_1",7,"HIGH",0.2466893,0.3800751,1.0557799000000001,1.1400030999999999,1.1958488,1.2311155,1.2507769,1.2593303,1.2596589,1.249015,1.2265291,1.1966429999999999,1.1633823999999999,1.1283741,1.0937657000000001,1.9024213999999999,1.9269917999999999,1.9266137999999999,1.9112051000000001,1.8845156000000001,1.8519315999999999,1.8149611000000001,1.7762184000000001,1.7354969,1.8109888000000001]
[689,"Ngetta_97_2",7.5,"HIGH",0.24873129999999999,0.38206790000000002,1.0652729000000001,1.14907,1.2039511000000001,1.2382647,1.2572249,1.2653707000000001,1.2652688000000001,1.2546978,1.2322105999999999,1.2023978,1.1689563000000001,1.1336706000000001,1.0989469000000001,1.8641835,1.8843585,1.8856824999999999,1.8715738,1.8475431,1.8195756999999999,1.7873143,1.7517782,1.7152761000000001,1.7882795]
[690,"Ngetta_97_3",7,"HIGH",0.25206010000000001,0.38291219999999998,1.0402918000000001,1.1214168,1.1748289000000001,1.2084543000000001,1.2272194999999999,1.2354802,1.2357315,1.2255011,1.2042035,1.1759056999999999,1.1440189999999999,1.110449,1.0772098999999999,1.8174216999999999,1.8371580999999999,1.8387846000000001,1.8258128,1.8034349999999999,1.7760586,1.7444805999999999,1.7106402000000001,1.6749253,1.7485367000000001]
[691,"Ngetta_64_1",5.5,"LOW",0.30962260000000003,0.45995069999999999,1.2528253,1.3324289,1.3808836,1.4095587000000001,1.4248372,1.4308643000000001,1.4295769,1.4179583,1.3946061000000001,1.3638147,1.3289776,1.2917969,1.2539465000000001,1.9093678999999999,1.9223648,1.9222364000000001,1.9126022,1.8966873,1.8773976999999999,1.8560015000000001,1.8320129000000001,1.8072288999999999,1.8479661000000001]
[692,"Ngetta_64_2",6,"HIGH",0.30123169999999999,0.45315299999999997,1.2481203000000001,1.3269732999999999,1.3754759000000001,1.4046727000000001,1.4203600000000001,1.4272222999999999,1.4266287,1.4155464,1.3934487,1.3639861,1.3303525,1.2940758000000001,1.2570058,1.9079790000000001,1.9236956000000001,1.9245516,1.9152625999999999,1.8985512,1.8781407999999999,1.8554652,1.8296828999999999,1.8037304000000001,1.8426579000000001]
[693,"Ngetta_69_2",8,"HIGH",0.25022240000000001,0.38558219999999999,1.0786688,1.1652676,1.2227429999999999,1.2593152999999999,1.279989,1.2888828999999999,1.2890774,1.2779815999999999,1.254542,1.2232752,1.188593,1.1522079999999999,1.1163012999999999,1.9691323999999999,1.9957119999999999,1.9987992999999999,1.9810743,1.9512818000000001,1.9157392,1.8756508000000001,1.8326193,1.7887812999999999,1.8540205999999999]
[694,"Ngetta_69_3",8,"HIGH",0.25392330000000002,0.39170909999999998,1.1153013000000001,1.2027167000000001,1.2601016,1.2961361,1.3162016000000001,1.3245891000000001,1.3242958,1.3122554,1.2879478,1.2553411999999999,1.2191202999999999,1.1811117,1.1432703,2.0035685999999999,2.0298664999999998,2.0314960000000002,2.0147512000000001,1.9849999,1.9497150999999999,1.9110197,1.8690031,1.8254440999999999,1.8846992]
[695,"Ngetta_28_2",5,"LOW",0.26412999999999998,0.40291399999999999,1.1025902999999999,1.18479,1.2388949,1.2730709,1.2921246,1.3003016000000001,1.3002130000000001,1.2891294,1.2661960999999999,1.2358142999999999,1.2019202,1.1660595,1.1305894999999999,1.9603767000000001,1.9864762,1.9876541000000001,1.9714552999999999,1.9418299000000001,1.9056443999999999,1.8659873,1.8234382,1.7811726000000001,1.8422276]
[696,"Ngetta_28_3",8,"HIGH",0.30276199999999998,0.45619140000000002,1.2609679,1.3415686,1.3909047999999999,1.4205498000000001,1.4367650999999999,1.4433556999999999,1.4424518,1.4309357,1.4077971,1.3765725,1.3410344000000001,1.3027276999999999,1.2641574,1.9868478999999999,2.0047199999999998,2.0067601000000002,1.9950364,1.9738743999999999,1.9493298999999999,1.9224787000000001,1.8920972,1.8615316,1.8858614]
[697,"Ngetta_65_1",8,"HIGH",0.26924229999999999,0.41249180000000002,1.1286228,1.2079934999999999,1.2587541,1.2901910999999999,1.3075143,1.3147960999999999,1.3144842000000001,1.3041204,1.2827493000000001,1.2543280000000001,1.2219880000000001,1.1876217,1.1532671000000001,1.8389555,1.8567746999999999,1.8577186999999999,1.8454465,1.8262247,1.8026422,1.7756559000000001,1.7457478,1.715193,1.7705971]
[698,"Ngetta_65_2",8,"HIGH",0.25797920000000002,0.39195750000000001,1.0803961,1.1638569000000001,1.2184124000000001,1.2527142,1.2718871,1.2802944000000001,1.2803525,1.2696772000000001,1.2475392000000001,1.2179295999999999,1.1847392000000001,1.1496584000000001,1.1148137,1.8766780999999999,1.8990758999999999,1.8999248,1.8862776000000001,1.8619098999999999,1.8330443000000001,1.8003344999999999,1.7659506,1.7293476999999999,1.7916437000000001]
[699,"Ngetta_86_1",6.5,"HIGH",0.25489000000000001,0.39250560000000001,1.0885355000000001,1.1720054,1.2270620000000001,1.2619621000000001,1.2816814999999999,1.2903776,1.2904462000000001,1.2794528999999999,1.256713,1.2263042,1.1921497999999999,1.1561694,1.1205419000000001,1.9484632,1.9746336,1.9764584000000001,1.9597888000000001,1.9302950000000001,1.8954774999999999,1.8560947999999999,1.8145157000000001,1.770823,1.8373052999999999]
[700,"Ngetta_86_2",8,"HIGH",0.26606289999999999,0.40092070000000002,1.0789424999999999,1.1570393999999999,1.2074480999999999,1.2386227999999999,1.2560205,1.2634647000000001,1.2634188,1.2531956,1.2322006999999999,1.2043457,1.1728833999999999,1.1395788,1.1062353,1.7782042,1.7939217999999999,1.7956240000000001,1.7851748000000001,1.7676243,1.7442727,1.7190685999999999,1.6909367,1.661481,1.7287693]
[701,"Ngetta_86_3",8,"HIGH",0.2493678,0.38350679999999998,1.0633307000000001,1.1427592,1.1936332999999999,1.2250681000000001,1.2424307000000001,1.2500906000000001,1.25017,1.2400985,1.2193133,1.1912130999999999,1.1597613,1.1265304,1.0932135999999999,1.751781,1.7664223999999999,1.7675126000000001,1.7583294,1.7419309999999999,1.7205108,1.6964033999999999,1.6704706,1.6427822999999999,1.7146410000000001]
[702,"Ngetta_78_1",8,"HIGH",0.26828750000000001,0.40473779999999998,1.1026459,1.1824207,1.2337738,1.2657503999999999,1.2832981000000001,1.2908624,1.2905134,1.2799077000000001,1.2582116000000001,1.2291603,1.1963277000000001,1.1613732999999999,1.1266179999999999,1.8534685,1.8727577,1.87375,1.8608100000000001,1.8389338,1.8119468999999999,1.7821203000000001,1.7498857000000001,1.7159785999999999,1.793677]
[703,"Ngetta_78_2",8,"HIGH",0.26664979999999999,0.4053678,1.1149209,1.1946509999999999,1.2456738999999999,1.2770674,1.2943838999999999,1.3018053999999999,1.3014418999999999,1.2907230999999999,1.2685335,1.2391509999999999,1.2058987999999999,1.1706681000000001,1.1354522,1.8513253000000001,1.8704144,1.8723485,1.8608438,1.8388841,1.8128481999999999,1.7839636000000001,1.7525822,1.7199675000000001,1.7819824]
[704,"Ngetta_78_3",8,"HIGH",0.27586139999999998,0.4159909,1.1310389999999999,1.2099645999999999,1.2601549999999999,1.2911545,1.3081052,1.3151598,1.3146135999999999,1.3038486,1.2817449999999999,1.2524046,1.2194345,1.1842916999999999,1.1492610000000001,1.8551371999999999,1.8713979999999999,1.8734337999999999,1.8617648,1.8412061,1.8172352000000001,1.7893844000000001,1.7584903999999999,1.7266600000000001,1.7913971]
[705,"Ngetta_98_2",6,"HIGH",0.29233589999999998,0.44231330000000002,1.1715735,1.2461654,1.2925792,1.3208702999999999,1.3360353,1.3426857000000001,1.3423225000000001,1.3326712000000001,1.3127713000000001,1.2861347999999999,1.2557621000000001,1.2228908999999999,1.1898124999999999,1.7897331999999999,1.8047200000000001,1.8058262,1.7964525,1.7807153,1.7610199,1.7393738999999999,1.7152729,1.6904119,1.7503321000000001]
[706,"Ngetta_85_1",7,"HIGH",0.26633869999999998,0.40170919999999999,1.0894618,1.1691282999999999,1.2201145,1.2514160000000001,1.2686158000000001,1.2758033,1.2753688000000001,1.2646288000000001,1.2428539999999999,1.2138925,1.1813644999999999,1.1468924,1.1125388,1.8075089,1.8247279999999999,1.8256314,1.8145859,1.7957131,1.7713175000000001,1.7435402,1.7146323999999999,1.6828548000000001,1.7453812]
[707,"Ngetta_85_3",6,"HIGH",0.29326219999999997,0.43400909999999998,1.1646357000000001,1.2428782,1.2910967,1.3200159,1.3356631000000001,1.3419308999999999,1.3408861000000001,1.3297569,1.307736,1.2781825,1.2447250999999999,1.2089512,1.1731832,1.8049302,1.8165311,1.8171161,1.8098696000000001,1.7960073999999999,1.7781129,1.7581625000000001,1.7354617000000001,1.7109350999999999,1.7554547]
[708,"Ngetta_91_1",7.5,"HIGH",0.29222789999999998,0.43304819999999999,1.1875936,1.265828,1.3135512,1.3422917999999999,1.3577359,1.3639591,1.3628701999999999,1.3515116,1.3288743000000001,1.2988405000000001,1.264678,1.2278879,1.1906383,1.8171501999999999,1.8281262,1.8287336000000001,1.8205005999999999,1.8076116,1.7906905,1.7716056,1.7505284999999999,1.7271106000000001,1.7715633]
[709,"Ngetta_91_2",6,"HIGH",0.32557989999999998,0.4811317,1.3114877,1.3850439000000001,1.4279337000000001,1.4523685,1.4651110000000001,1.4702200000000001,1.4686534,1.4575940000000001,1.4360151000000001,1.4068567999999999,1.3738018000000001,1.3376106000000001,1.3004435000000001,1.8403350999999999,1.8471498,1.847661,1.8427541000000001,1.8341497,1.8238799999999999,1.8104525,1.7952075999999999,1.7791001,1.8264564000000001]
[710,"Ngetta_74_1",5,"LOW",0.36167700000000003,0.5359758,1.4176561999999999,1.4917307,1.5352612000000001,1.5608443999999999,1.5745974,1.5805575999999999,1.5799913000000001,1.5703962,1.5504465000000001,1.5233014,1.4915403,1.4561702000000001,1.4192872000000001,1.9948769,2.0076122000000001,2.0087991000000001,2.0004461,1.9865630999999999,1.9690932999999999,1.9496511000000001,1.9282097,1.906806,1.9233458999999999]
[711,"Ngetta_74_2",8,"HIGH",0.370367,0.54464639999999997,1.4593328999999999,1.5341621999999999,1.5762453000000001,1.6003288,1.612738,1.6182114999999999,1.6173658,1.6078041000000001,1.5879132,1.5608531999999999,1.5285542999999999,1.4924360999999999,1.4542301,1.9560819,1.9643010999999999,1.9650543,1.9587060999999999,1.9493749,1.9365262000000001,1.9232666,1.9091034,1.8928777000000001,1.9190701999999999]
[712,"Ngetta_74_3",6,"HIGH",0.37904349999999998,0.55094589999999999,1.4748201000000001,1.5503659000000001,1.5923510999999999,1.6157781,1.6278592000000001,1.6326320999999999,1.6310034,1.6198264,1.5982399,1.5687466000000001,1.5344295999999999,1.4959576999999999,1.4555752,1.9503398000000001,1.9547726999999999,1.9552921999999999,1.9523691999999999,1.9446452000000001,1.9371480999999999,1.9271510000000001,1.9159090999999999,1.9043220000000001,1.9440717000000001]
[713,"Ngetta_94_1",5,"LOW",0.27978320000000001,0.41903550000000001,1.1139774,1.1925355,1.2426374,1.2735704999999999,1.2905736000000001,1.2980598000000001,1.2980995,1.2882334,1.2674884,1.2395244000000001,1.2079238000000001,1.1742382,1.1404314,1.7919722,1.8068614999999999,1.8079362000000001,1.7978574,1.7809324,1.7596931,1.7359541999999999,1.7099930999999999,1.6822067000000001,1.7426541]
[714,"Ngetta_56_1",4,"LOW",0.29520069999999998,0.4378841,1.1666236999999999,1.2413656,1.2875251000000001,1.3153925,1.3305761,1.3368465,1.3360946,1.3256692999999999,1.3045416000000001,1.2764251,1.2446546999999999,1.2105846,1.1760949000000001,1.8081875000000001,1.8217554,1.8224073999999999,1.8128751999999999,1.7968363999999999,1.7768599,1.7539061,1.728977,1.7028163999999999,1.7609347]
[715,"Ngetta_135_",8,"HIGH",0.28908440000000002,0.42862309999999998,1.1595093000000001,1.2382936,1.2877561,1.3178715999999999,1.3345646,1.3417211,1.3413647,1.3307935,1.3089107,1.2796793,1.2465219000000001,1.2111329,1.1752634,1.8446697999999999,1.8599585000000001,1.86154,1.8504830999999999,1.8339620999999999,1.8128724000000001,1.7885422,1.7615474,1.7330847,1.7775357000000001]
[716,"Ngetta_110_",8,"HIGH",0.27980630000000001,0.42024590000000001,1.1429142000000001,1.2220743999999999,1.272437,1.3034463999999999,1.3207541,1.3281012999999999,1.3279672,1.3174132999999999,1.2957559000000001,1.2668368000000001,1.2340971000000001,1.1991632000000001,1.1639664999999999,1.8500186999999999,1.8669457,1.8695854000000001,1.8581529999999999,1.8388427000000001,1.8149214,1.7890630999999999,1.7596323,1.7286024,1.7802237999999999]
[717,"Ngetta_110_",7,"HIGH",0.28270430000000002,0.4273788,1.1526291,1.2298572999999999,1.2790916000000001,1.3098577,1.3271168,1.3347654,1.335008,1.325034,1.3045401999999999,1.2767968999999999,1.2450762,1.2110274000000001,1.1767346999999999,1.8435471000000001,1.8614784,1.8634215999999999,1.8529024999999999,1.8337785,1.8101739999999999,1.7829983,1.7544668000000001,1.724494,1.7897936000000001]
[718,"Ngetta_131_",8,"HIGH",0.29804580000000003,0.451741,1.2530467999999999,1.3360527,1.3875360000000001,1.4190338,1.4363208999999999,1.4436255,1.4433106,1.4322959,1.4095192000000001,1.3790408000000001,1.3439662000000001,1.3061285,1.2678119999999999,1.9496473000000001,1.9651588,1.9664843000000001,1.9568433999999999,1.9380063000000001,1.9180926,1.894001,1.8673179,1.8397292999999999,1.8662717]
[719,"Ngetta_131_",8,"HIGH",0.27348810000000001,0.41024660000000002,1.1106819000000001,1.1884375,1.2376796000000001,1.2679893,1.2847896999999999,1.2919669,1.2917261,1.2814686,1.2603318999999999,1.2320935,1.1999681,1.1658849,1.1315538999999999,1.7756947999999999,1.789596,1.7905397000000001,1.7819278000000001,1.766564,1.7475267999999999,1.7257203999999999,1.7009802999999999,1.6743943999999999,1.7344561999999999]
[720,"Ngetta_131_",6,"HIGH",0.27739599999999998,0.42355209999999999,1.1770262,1.2604015,1.3135593000000001,1.3466289,1.3649039999999999,1.3729076,1.3727758000000001,1.3614828999999999,1.3381841000000001,1.3072014999999999,1.2724764,1.2354687,1.1983784,1.9332522000000001,1.9516034,1.9533821,1.9416194,1.9204365999999999,1.8950009000000001,1.8668553999999999,1.8355018000000001,1.8029184,1.8491768]
[721,"Ngetta_138_",6,"HIGH",0.28126770000000001,0.42225479999999999,1.1782585000000001,1.2586545,1.3080816,1.3379983,1.3540995,1.3608239,1.3602475000000001,1.3485582,1.3254254000000001,1.2949514,1.2603213,1.2231563000000001,1.1856711,1.8461525000000001,1.8588188999999999,1.859548,1.8511976000000001,1.8362212,1.8173436999999999,1.7954369999999999,1.7716681999999999,1.7462456,1.7829003000000001]
[722,"Ngetta_138_",8,"HIGH",0.27246629999999999,0.41340120000000002,1.1234998,1.2058857999999999,1.2604200999999999,1.2950820999999999,1.3147389,1.3237076999999999,1.3240957,1.3134322,1.2911817000000001,1.2613242,1.2274129,1.1915503000000001,1.1558932,1.9723120000000001,2.0006474999999999,2.0031793000000002,1.9848732,1.9562200000000001,1.9215059000000001,1.8816561999999999,1.8414012,1.7993650000000001,1.8590152]
[723,"Ngetta_138_",8,"HIGH",0.26482739999999999,0.4060938,1.1374891,1.2218441,1.276464,1.3108932,1.3300202999999999,1.3382447,1.3381155,1.3265496000000001,1.3026305,1.2709774,1.2353970000000001,1.1978230000000001,1.1603121999999999,1.9932785,2.0183835000000001,2.0199102999999998,2.0031555000000001,1.9760945999999999,1.9435201,1.9065964,1.8667605,1.8263849000000001,1.8771836]
[724,"Ngetta_104_",8,"HIGH",0.27477780000000002,0.41413929999999999,1.1162022,1.1959282,1.2473084999999999,1.2793597999999999,1.2972566999999999,1.3050951,1.3050470000000001,1.2949953999999999,1.2742343,1.2460222999999999,1.2140598,1.1801140000000001,1.1461047,1.8342179000000001,1.8521501,1.8540468000000001,1.8415455999999999,1.8219472000000001,1.7972456999999999,1.7688546999999999,1.7392958000000001,1.7084786000000001,1.7778316000000001]
[725,"Ngetta_102_",8,"HIGH",0.26913700000000002,0.40467649999999999,1.1022369000000001,1.1804365000000001,1.2299244,1.2600844,1.2766607000000001,1.2836685999999999,1.2830884,1.2724161,1.2510878000000001,1.2227196,1.1907083000000001,1.1565421,1.122371,1.7615907,1.7752391000000001,1.7764348999999999,1.7679229999999999,1.7530724,1.7339262,1.7121267,1.6877403,1.6615295000000001,1.7250842]
[726,"Ngetta_102_",5,"LOW",0.26948230000000001,0.40164549999999999,1.09982,1.1792492999999999,1.2297020999999999,1.2604762,1.2772775999999999,1.2842967999999999,1.2837893,1.2730919999999999,1.2510243999999999,1.2218595000000001,1.1890187999999999,1.1541982,1.1193280999999999,1.7872437000000001,1.8010063999999999,1.8015563000000001,1.7919174,1.7750722999999999,1.7546637,1.7308781,1.7046618,1.6765983,1.7297587000000001]
[727,"Ngetta_108_",6,"HIGH",0.27104149999999999,0.40884019999999999,1.1106279999999999,1.1903241,1.2414372,1.2731961000000001,1.2907616,1.2983127999999999,1.2981678999999999,1.2878419999999999,1.2664089000000001,1.2375851,1.2053124,1.1710160999999999,1.1367780999999999,1.8327806,1.8508051999999999,1.8530150999999999,1.8396204,1.8197751,1.7958196,1.7676563000000001,1.7372460000000001,1.7055591000000001,1.7646321]
[728,"Ngetta_108_",7,"HIGH",0.28455520000000001,0.4260545,1.1429604,1.2224778999999999,1.2727834,1.3036677000000001,1.3207428000000001,1.3279991,1.3276446,1.3171191,1.2957063,1.2670551999999999,1.234645,1.1999614999999999,1.1653249000000001,1.8233222,1.8372196000000001,1.8392900000000001,1.8292389,1.8120304,1.7919608,1.7686265999999999,1.7432342999999999,1.7156886,1.7779092999999999]
[729,"Ngetta_108_",7.5,"HIGH",0.28846749999999999,0.43121860000000001,1.1573169999999999,1.2349935000000001,1.2835013,1.3128995000000001,1.3289883,1.3354452999999999,1.3347496000000001,1.3243423000000001,1.3032330999999999,1.2748101999999999,1.2426630000000001,1.2082326000000001,1.1737199,1.7931493999999999,1.8055874999999999,1.8063465000000001,1.7985648999999999,1.7834525999999999,1.7650323000000001,1.7447478999999999,1.7219633000000001,1.6974155,1.7632756000000001]
[730,"Ngetta_145_",7,"HIGH",0.35594629999999999,0.52440699999999996,1.3798131,1.4498849,1.4902200999999999,1.5138237000000001,1.5262837,1.5316205000000001,1.5307978,1.5212076000000001,1.5018716999999999,1.4755369,1.4445832999999999,1.4099870999999999,1.3742144999999999,1.9020528000000001,1.9132395,1.9145779999999999,1.9086924000000001,1.8971605,1.8842372000000001,1.8689804999999999,1.8528045,1.8345431999999999,1.8647642]
[731,"Ngetta_145_",7,"HIGH",0.33232099999999998,0.48942219999999997,1.3247348000000001,1.4014835000000001,1.4473331,1.4743344,1.4891449000000001,1.4955121,1.4950329,1.4846032,1.4633067,1.4347544000000001,1.401214,1.3645620000000001,1.3267496000000001,1.9248581,1.9374537000000001,1.9393209,1.9317411,1.9173192999999999,1.9006213000000001,1.8809152,1.8603567999999999,1.8388141,1.8672123]
[732,"Ngetta_145_",7,"HIGH",0.35753760000000001,0.52814939999999999,1.4295462000000001,1.5075510000000001,1.5534751,1.5802860000000001,1.5945837,1.6008521,1.6002409,1.5896173,1.5678924000000001,1.5381925999999999,1.5035628999999999,1.4651945,1.4254727,2.0486319000000002,2.0630863000000002,2.0649815,2.0560629000000001,2.0419559,2.0237763000000002,2.0048943000000001,1.9827991,1.9588679,2.0002718000000002]
[733,"Ngetta_136_",7,"HIGH",0.2545171,0.39225929999999998,1.1187943,1.2046249,1.2599857999999999,1.2944348000000001,1.3133630000000001,1.3215626,1.3209841,1.3086975999999999,1.2841187000000001,1.2515666000000001,1.2152532,1.1771251,1.1394763999999999,1.9868619000000001,2.0104915999999999,2.0115523,1.9961359999999999,1.9683393,1.9356865000000001,1.8961190999999999,1.8562186000000001,1.8145529,1.8726716999999999]
[734,"Ngetta_111_",8,"HIGH",0.2494239,0.38290170000000001,1.0840029,1.1694286,1.2257420999999999,1.2610581999999999,1.2808820000000001,1.2896019999999999,1.2893273000000001,1.2776613000000001,1.2538688,1.2223710999999999,1.1872377000000001,1.1504478,1.1140618,1.9688038999999999,1.9951468000000001,1.9961253000000001,1.9793546,1.9501419,1.9140798000000001,1.8733595999999999,1.8310761,1.7874863000000001,1.8457501000000001]
[735,"Ngetta_111_",8,"HIGH",0.25575389999999998,0.38962390000000002,1.0789903000000001,1.1594129,1.2119808999999999,1.2449479000000001,1.2630874000000001,1.2708573000000001,1.2703283999999999,1.2590424,1.2360027,1.2057294999999999,1.1719527000000001,1.1363965,1.1012299000000001,1.9220233,1.9482641000000001,1.9486043,1.9307737,1.9017687999999999,1.8671180999999999,1.8285971000000001,1.7871109000000001,1.7446432999999999,1.8039057000000001]
[736,"Ngetta_120_",8,"HIGH",0.25693719999999998,0.39276109999999997,1.0943016000000001,1.1765192,1.2296514999999999,1.2628587,1.2810395999999999,1.2887001,1.2882178,1.2769381,1.2539072,1.2234,1.1893450000000001,1.1535833,1.1180608999999999,1.9092019,1.9312126999999999,1.9320809000000001,1.9164965,1.8914835000000001,1.8600787999999999,1.8251561000000001,1.7877578999999999,1.7492926,1.8094665000000001]
[737,"Ngetta_117_",8,"HIGH",0.31829000000000002,0.46807959999999998,1.2218498,1.2930010999999999,1.3358741999999999,1.3613696,1.3751281,1.3808012000000001,1.3801030000000001,1.3700646999999999,1.3503244000000001,1.323609,1.2931931000000001,1.2601779,1.2264899,1.7959822000000001,1.8071473,1.8084848,1.8003541999999999,1.7874140999999999,1.7710569,1.7529037000000001,1.7329760999999999,1.7119172,1.7634976]
[738,"Ngetta_117_",6,"HIGH",0.33102769999999998,0.48853089999999999,1.3031528999999999,1.3745707,1.4160817999999999,1.4401588000000001,1.4526338999999999,1.4575258,1.4564334999999999,1.4459649000000001,1.4254834999999999,1.3977641000000001,1.3657402999999999,1.3305908,1.2942568000000001,1.8274783000000001,1.8361152000000001,1.8359224000000001,1.8296269999999999,1.8196425000000001,1.8068639,1.7931097,1.7777699,1.7602186,1.7981758999999999]
[739,"Ngetta_117_",7,"HIGH",0.33376349999999999,0.49283250000000001,1.3171921,1.3902486999999999,1.4330342,1.4581575,1.4715260999999999,1.4769325,1.4760393999999999,1.4657135999999999,1.4449959000000001,1.4169631,1.3849769999999999,1.3499041000000001,1.3135258000000001,1.8950880000000001,1.9067016999999999,1.9075808999999999,1.8987533999999999,1.8831214999999999,1.8677300999999999,1.8488125,1.827823,1.8063828,1.8564483000000001]
[740,"Ngetta_118_",8,"HIGH",0.24995729999999999,0.38391730000000002,1.0869849,1.1695735,1.2233498,1.2566491,1.2749592999999999,1.2826445,1.2818881,1.2699834999999999,1.2460289,1.2146436,1.1796693,1.1429186,1.1067905,1.9484134,1.9742465,1.9740207999999999,1.9563413000000001,1.9269809,1.8921504,1.8527644999999999,1.810981,1.768105,1.8302708999999999]
[741,"Ngetta_112_",6,"HIGH",0.28898649999999998,0.43052980000000002,1.1373169000000001,1.2101614000000001,1.2556232000000001,1.283145,1.297984,1.3041847,1.3033504,1.2928839999999999,1.2721728000000001,1.2448688000000001,1.2138302000000001,1.1807942,1.1474781999999999,1.7838069000000001,1.7994295,1.8000263999999999,1.7885575,1.7698877,1.7478613000000001,1.7233162,1.6963383999999999,1.6683855999999999,1.7339498]
[742,"Ngetta_112_",6,"HIGH",0.28629120000000002,0.42801929999999999,1.1387993000000001,1.2153069999999999,1.2634071,1.2928398999999999,1.3085631,1.3148215000000001,1.3140886000000001,1.3033258000000001,1.2819829,1.2536578,1.2217357,1.1877903000000001,1.1538991999999999,1.8026150000000001,1.8168314999999999,1.8179928999999999,1.8069974,1.7893311999999999,1.7683507999999999,1.7442149,1.7169995,1.6893370999999999,1.7497982999999999]
[743,"Ngetta_126_",5,"LOW",0.25408350000000002,0.3854726,1.0702910000000001,1.1489697000000001,1.1990619,1.2296886,1.2461024999999999,1.2528345999999999,1.2517791,1.2405548,1.2179964000000001,1.1885239000000001,1.1556059999999999,1.1207948000000001,1.0862896,1.7926556,1.8095479000000001,1.8092596999999999,1.7973375,1.7769193999999999,1.7524820999999999,1.724612,1.6942972000000001,1.6626707000000001,1.7201998999999999]
[744,"Ngetta_126_",5,"LOW",0.2493783,0.38219310000000001,1.0701729,1.1511131999999999,1.2030877,1.2350086,1.2521454000000001,1.2591505000000001,1.2582443000000001,1.246529,1.2235062000000001,1.1934479,1.159845,1.1244904,1.0895021,1.8229846000000001,1.8393729999999999,1.8405828,1.828775,1.8067481999999999,1.7802967999999999,1.7515350999999999,1.7199173999999999,1.6859447000000001,1.7632382]
[745,"Ngetta_107_",7,"HIGH",0.2541909,0.38632300000000003,1.0838995,1.1648531,1.2165172,1.2479913,1.2651197999999999,1.2720336000000001,1.2711177,1.2595797,1.2365491,1.206337,1.1726109,1.1370695,1.1019715999999999,1.8398364,1.8569234999999999,1.8572854999999999,1.8452017999999999,1.8242860999999999,1.7984229,1.7693071,1.7376739999999999,1.7043412,1.7810838]
[746,"Ngetta_109_",7,"HIGH",0.26622649999999998,0.40022540000000001,1.0852891,1.1631073999999999,1.2127931999999999,1.2433924999999999,1.2597419000000001,1.2664834,1.2657584,1.2551116,1.2335997000000001,1.2051144,1.1732681,1.139613,1.1059847,1.7952615999999999,1.8115920999999999,1.8119223,1.8000389000000001,1.7803127000000001,1.7563143999999999,1.7290631999999999,1.6988839,1.6679368000000001,1.7435225999999999]
[747,"Ngetta_109_",7,"HIGH",0.2612854,0.39615210000000001,1.0895576,1.1695644999999999,1.2209759,1.2526276999999999,1.2696451,1.2767591,1.2761397000000001,1.2652224000000001,1.2431334000000001,1.2138846000000001,1.1810992,1.1465542,1.1122406,1.8383403,1.8570036000000001,1.8572713999999999,1.8433975,1.8219278000000001,1.7952503,1.7647678,1.7324801999999999,1.6986483000000001,1.7684435000000001]
[748,"Ngetta_109_",7,"HIGH",0.26314539999999997,0.39789720000000001,1.0893158999999999,1.1700819,1.2227899,1.2556683,1.2737050999999999,1.2813387000000001,1.2808921,1.2700378999999999,1.2477807000000001,1.2184775000000001,1.1854604,1.1507007,1.1163548999999999,1.8861041000000001,1.9085453999999999,1.9098444000000001,1.8941634999999999,1.8685282000000001,1.8367027,1.8014109,1.7646298,1.7263101000000001,1.7985196999999999]
[749,"Ngetta_106_",7,"HIGH",0.27918159999999997,0.42124519999999999,1.1328096000000001,1.2109928000000001,1.2602878,1.2901087,1.3061100000000001,1.3125074000000001,1.3115482000000001,1.3008082000000001,1.2792806999999999,1.2508954000000001,1.2189504,1.1850704999999999,1.1512232,1.8137946,1.8293562000000001,1.8296908999999999,1.8182510999999999,1.8008518,1.7785477999999999,1.7536674999999999,1.7267083999999999,1.6984376999999999,1.7741956999999999]
[750,"Ngetta_143_",5,"LOW",0.27116459999999998,0.40542240000000002,1.0935566000000001,1.1711868000000001,1.2201561999999999,1.2496725,1.2655959999999999,1.2720691,1.2712224999999999,1.2603291999999999,1.2389379,1.2105324,1.1787559999999999,1.1450541999999999,1.1114949000000001,1.7548051,1.7678970000000001,1.7678938,1.7585723,1.7430471999999999,1.7235881,1.7020686,1.6775990999999999,1.6508016999999999,1.7144524000000001]
[751,"Ngetta_137_",6,"HIGH",0.2862286,0.42760110000000001,1.1325517000000001,1.2050934,1.2500043000000001,1.2768858999999999,1.2911595,1.2967340999999999,1.2956064,1.2850816,1.2642580999999999,1.2367874000000001,1.2059685,1.1730095,1.1401439,1.7723211000000001,1.7861935,1.7868227000000001,1.7757594999999999,1.7578361,1.7364028,1.7126129000000001,1.6858473,1.6585877,1.7289743]
[752,"Ngetta_137_",8,"HIGH",0.29845329999999998,0.44499830000000001,1.2086228000000001,1.2830074,1.3280345,1.3544343000000001,1.3684282999999999,1.3738678,1.3723700000000001,1.3612603999999999,1.3394048999999999,1.3104545000000001,1.2776844999999999,1.2427554000000001,1.2072202999999999,1.8401981999999999,1.8535223000000001,1.8531017999999999,1.8438275,1.8266826,1.806802,1.7841762000000001,1.7597822999999999,1.7341435000000001,1.7911102999999999]
[753,"Ngetta_137_",7,"HIGH",0.2825338,0.4212959,1.1339406999999999,1.2089449999999999,1.2561473000000001,1.2846346,1.3000573,1.306152,1.3049841,1.2938548000000001,1.2720244000000001,1.2431873,1.2110495999999999,1.1769327000000001,1.1427358000000001,1.8434147999999999,1.8614975,1.8622863999999999,1.8489717000000001,1.8266675000000001,1.7999514000000001,1.7703260999999999,1.7386109000000001,1.7060120000000001,1.7654382]
[754,"Ngetta_105_",5,"LOW",0.26051449999999998,0.38722230000000002,1.0365876000000001,1.1127672,1.1615625999999999,1.191276,1.2072179000000001,1.2134393000000001,1.2125144000000001,1.2018363000000001,1.1805490000000001,1.1526538,1.121491,1.0888263,1.0564914999999999,1.7205325,1.7348418000000001,1.7350878999999999,1.7239519000000001,1.7059156,1.6844752999999999,1.6594386000000001,1.6317071999999999,1.602276,1.6806884]
[755,"Ngetta_105_",5,"LOW",0.26285380000000003,0.39517010000000002,1.0542088999999999,1.1282759,1.1751772,1.2035966,1.2187403000000001,1.224709,1.223765,1.2134043999999999,1.1928871000000001,1.1658978,1.1357075999999999,1.1038513000000001,1.0722940999999999,1.6938757,1.7062501999999999,1.7063183,1.6963733000000001,1.6810669,1.6621923000000001,1.6401762,1.6154664999999999,1.5884830999999999,1.6756412000000001]
[756,"Ngetta_105_",5.5,"LOW",0.28273870000000001,0.4166861,1.1068491,1.1838812000000001,1.2322909,1.2614884,1.2769258000000001,1.2829123,1.2817791000000001,1.2705153,1.2483815,1.2195758000000001,1.1872532,1.1531921999999999,1.1192911999999999,1.7837864999999999,1.7978767,1.7982855,1.7870002,1.7690195,1.7465238999999999,1.72221,1.6950307,1.6667516,1.7352817]
[757,"Ngetta_154_",6,"HIGH",0.29990060000000002,0.44893549999999999,1.1944002,1.2698605000000001,1.3157946,1.3429538999999999,1.3571260000000001,1.3624947999999999,1.3612629999999999,1.3500711999999999,1.3286119999999999,1.2999392000000001,1.2679434000000001,1.2338598999999999,1.1992136,1.8108683000000001,1.8225857000000001,1.8223429,1.813447,1.7987237,1.7810337999999999,1.7594569,1.7369794999999999,1.7132426999999999,1.7820596]
[758,"Ngetta_154_",6.5,"HIGH",0.32647019999999999,0.48181010000000002,1.2507629,1.3252093,1.3705548000000001,1.3974329000000001,1.4113518,1.4165068999999999,1.4149293999999999,1.403626,1.3817942000000001,1.3529911999999999,1.3205450999999999,1.2856791999999999,1.2506436999999999,1.8673021000000001,1.8792112999999999,1.8802296000000001,1.8696870999999999,1.8542190000000001,1.8354387000000001,1.8140452,1.7903674999999999,1.7656324000000001,1.8196908000000001]
[759,"Ngetta_154_",6.5,"HIGH",0.29425580000000001,0.43562899999999999,1.1668776000000001,1.2437935,1.2910098999999999,1.3188943,1.3336923000000001,1.3394401,1.3380700000000001,1.3268354,1.3047835000000001,1.2758982999999999,1.2432898999999999,1.2084132000000001,1.1733259,1.7934177,1.8042513,1.8044715,1.7957768000000001,1.7818004000000001,1.7634698,1.7437898999999999,1.7219776,1.6977222000000001,1.7627971]
[760,"Ngetta_119_",8,"HIGH",0.25859759999999998,0.39558149999999997,1.0870911999999999,1.168371,1.2217883,1.2553027999999999,1.2736717,1.2813699000000001,1.2808895,1.2696350000000001,1.2469317,1.2169584,1.1836283000000001,1.1487103000000001,1.1141136,1.9241838,1.9489818000000001,1.9498276000000001,1.9324391999999999,1.9035218,1.8688529,1.8305197,1.7898178,1.747905,1.8265739999999999]
[761,"Ngetta_119_",7,"HIGH",0.26100800000000002,0.3976652,1.1255552,1.2086730000000001,1.2616350999999999,1.2939103000000001,1.3112712,1.3185910000000001,1.3174812,1.3049967,1.2807119,1.2487995999999999,1.2134364,1.1759843000000001,1.1388252000000001,1.9329053,1.9524915,1.9531746000000001,1.9375842000000001,1.9134064,1.8843478,1.8509876999999999,1.8150514,1.7776843,1.8354995999999999]
[762,"Ngetta_101_",8,"HIGH",0.25469619999999998,0.389156,1.0778869,1.1613665,1.2160485000000001,1.2503427,1.269155,1.2771053000000001,1.2767051,1.2655859,1.2429889000000001,1.2131369999999999,1.1795043999999999,1.1440991,1.10934,1.8880341,1.9098554000000001,1.9120117000000001,1.8960773,1.8708619,1.8408675000000001,1.8067489999999999,1.7696729,1.7313540999999999,1.814187]
[763,"Ngetta_101_",8,"HIGH",0.2502857,0.38554339999999998,1.0757080000000001,1.1603330000000001,1.2160641000000001,1.2512752,1.270923,1.2793262999999999,1.2790952,1.2679929999999999,1.2452567000000001,1.2148858,1.1810341,1.1453635,1.1102209000000001,1.9221915999999999,1.9469403000000001,1.9487987,1.9318944,1.9040253,1.8694795,1.8316307999999999,1.7918689999999999,1.7511258000000001,1.8207434]
[764,"Ngetta_141_",6,"HIGH",0.27642929999999999,0.41710619999999998,1.1465185,1.2226527,1.2693992999999999,1.2974151,1.3120738999999999,1.3178904,1.3164639,1.3050463000000001,1.2824738,1.2529954999999999,1.2198751000000001,1.1846094,1.1491085000000001,1.7956407000000001,1.8091858999999999,1.8091476,1.7998893,1.7837529000000001,1.7629029000000001,1.7407748999999999,1.7161652999999999,1.6897485000000001,1.7391615]
[765,"Ngetta_141_",6,"HIGH",0.25835229999999998,0.39094879999999999,1.0975661999999999,1.1789999,1.2308532999999999,1.2624158999999999,1.2794622,1.2861791,1.285074,1.2728775999999999,1.2489737999999999,1.2175099,1.1824905000000001,1.1457463999999999,1.1093162000000001,1.8761352,1.8956364000000001,1.8956881000000001,1.8826107999999999,1.8597440000000001,1.8317794999999999,1.8004838000000001,1.7660868000000001,1.7309413,1.7955369000000001]
[766,"Ngetta_124_",5,"LOW",0.29492499999999999,0.43978919999999999,1.1749970000000001,1.2505594,1.2976338999999999,1.3259338000000001,1.3412383999999999,1.3474429999999999,1.3464843,1.3357669999999999,1.3143756,1.2860297000000001,1.2539244000000001,1.219492,1.184966,1.8422841999999999,1.8569328000000001,1.8572698000000001,1.8466301000000001,1.8276367,1.8054308999999999,1.7799872000000001,1.7530768999999999,1.7253147,1.7855988]
[767,"Ngetta_124_",8,"HIGH",0.306224,0.45638620000000002,1.2088406,1.2848446,1.3323041,1.3609709999999999,1.3763038000000001,1.3828883000000001,1.3820941,1.3711865000000001,1.3495383000000001,1.3211598,1.288775,1.2542388,1.219298,1.8839706000000001,1.9006164000000001,1.9002186999999999,1.8889088999999999,1.8702646000000001,1.8471233,1.8216474,1.7942583999999999,1.7656674000000001,1.8208202]
[768,"Ngetta_142_",8,"HIGH",0.29166029999999998,0.4400539,1.2364907999999999,1.3204005999999999,1.3719790999999999,1.4029151,1.4193019,1.4259520000000001,1.4244637,1.4117668999999999,1.3866478,1.3538197999999999,1.3169987000000001,1.2775877,1.2378948000000001,1.9834864000000001,2.0003020999999999,2.0002846999999999,1.9883705,1.9682337000000001,1.9443649000000001,1.9174663000000001,1.8879764999999999,1.8562004999999999,1.8964045]
[769,"Ngetta_159_",4.5,"LOW",0.27960829999999998,0.42086980000000002,1.1447164999999999,1.2216794,1.2695251999999999,1.2985126,1.3138059,1.3201716999999999,1.3192108,1.3080531,1.2861137,1.2570581000000001,1.2242162000000001,1.1893039999999999,1.1543744,1.8158907,1.8302118999999999,1.8304944000000001,1.8196722000000001,1.8028891,1.7819748,1.7573502000000001,1.7309182000000001,1.7033117,1.7566710000000001]
[770,"Ngetta_159_",5.5,"LOW",0.25631880000000001,0.39045550000000001,1.0835131,1.1666979,1.2213727999999999,1.2556422,1.2745124999999999,1.282565,1.2821891000000001,1.2705297,1.2472732,1.2163805000000001,1.1820004,1.1458904999999999,1.1103642,1.9400466999999999,1.9662689,1.9671951999999999,1.949946,1.9222627999999999,1.8867936999999999,1.8466518999999999,1.8044772,1.7619674999999999,1.8372263]
[771,"Ngetta_172_",7,"HIGH",0.28925630000000002,0.43079079999999997,1.1623304000000001,1.2389101,1.2863926999999999,1.3150238000000001,1.3302765000000001,1.3364483,1.3356781,1.3250546000000001,1.3034810999999999,1.2747632,1.2422259,1.2074298999999999,1.1723676999999999,1.8015093,1.814198,1.8146793000000001,1.8057046000000001,1.7905530999999999,1.7715306,1.7502203000000001,1.7266220999999999,1.7011476999999999,1.752508]
[772,"Ngetta_172_",6,"HIGH",0.30373030000000001,0.4429458,1.1560208000000001,1.2305440999999999,1.2764002999999999,1.3038460000000001,1.3184834999999999,1.3243374999999999,1.3232467000000001,1.3126462999999999,1.29152,1.2635387,1.2318788000000001,1.1981405000000001,1.1640451999999999,1.7622814,1.7724667000000001,1.7726997,1.7646629,1.7514658000000001,1.7346394000000001,1.7160215000000001,1.6953214000000001,1.6723380999999999,1.7323122]
[773,"Ngetta_194_",6.5,"HIGH",0.34504940000000001,0.50719510000000001,1.3371428000000001,1.4162752999999999,1.4644463999999999,1.4933106,1.5087618,1.5151616000000001,1.5144557000000001,1.5031151,1.4804238000000001,1.450178,1.4155233,1.3780352,1.3397646999999999,2.0259223,2.0436502000000001,2.0448417999999999,2.0336257999999998,2.0148084000000002,1.9906944,1.9647163000000001,1.9372400999999999,1.9084023999999999,1.9208183000000001]
[774,"Ngetta_194_",7.5,"HIGH",0.32918730000000002,0.48443150000000001,1.2598320999999999,1.3358696999999999,1.3837012,1.4130298999999999,1.4293419999999999,1.4364079999999999,1.4358814,1.4248890000000001,1.4034864,1.374752,1.3419962999999999,1.3069052000000001,1.2713441999999999,1.9828775999999999,2.0048539999999999,2.0070619999999999,1.9932240000000001,1.9696583999999999,1.9412773000000001,1.9105449000000001,1.8779931999999999,1.8436437000000001,1.8893477999999999]
[775,"Ngetta_193_",7,"HIGH",0.28042840000000002,0.41266380000000003,1.0967241999999999,1.1755595000000001,1.2254944999999999,1.2560560999999999,1.2727945000000001,1.2797499000000001,1.2789440999999999,1.2683601,1.2469368999999999,1.2183303999999999,1.1858937000000001,1.1517520000000001,1.1178665999999999,1.7824831000000001,1.7974197000000001,1.7975007000000001,1.7878921000000001,1.7715071,1.7510635000000001,1.7272599,1.7011782,1.6732849999999999,1.7384647]
[776,"Ngetta_193_",7,"HIGH",0.28662569999999998,0.42052610000000001,1.1074362,1.1875534000000001,1.2387052999999999,1.2700818,1.2869507,1.2939172999999999,1.2933463999999999,1.2825922999999999,1.2606383999999999,1.2317416999999999,1.1991096000000001,1.1647158,1.1305731999999999,1.8032391999999999,1.8168359999999999,1.817205,1.8070961000000001,1.7910375999999999,1.7704877999999999,1.7466073,1.7202040000000001,1.6913161000000001,1.7577635]
[777,"Ngetta_150_",5,"LOW",0.28056409999999998,0.41885879999999998,1.1330347000000001,1.2135545999999999,1.2655609000000001,1.297892,1.3156817999999999,1.3232226,1.3224305999999999,1.3110185999999999,1.2879657,1.2575685999999999,1.2233856000000001,1.1874444,1.1517009,1.9400175,1.9628344,1.9632970000000001,1.9475347000000001,1.9209168000000001,1.8899280000000001,1.8538566000000001,1.8162099,1.7779206999999999,1.8459756]
[778,"Ngetta_183_",8,"HIGH",0.26164419999999999,0.39188149999999999,1.0531497000000001,1.1338625,1.1872845000000001,1.2210846,1.2400279000000001,1.2480848,1.2479533,1.2368931000000001,1.2143937,1.1846832,1.1517465,1.1172234999999999,1.0831058,1.8997200000000001,1.9255728000000001,1.9266274000000001,1.9081169,1.8783764000000001,1.8432489999999999,1.8037388000000001,1.7614031999999999,1.7184501999999999,1.7928717000000001]
[779,"Ngetta_187_",8,"HIGH",0.31594650000000002,0.46304099999999998,1.2306843999999999,1.3081613000000001,1.3552938000000001,1.383343,1.3982425000000001,1.4040257,1.4029453999999999,1.3922448999999999,1.3705540000000001,1.3415564,1.3084796999999999,1.2730554000000001,1.237028,1.8553956,1.8680971,1.8684297000000001,1.8591451999999999,1.8446151,1.8267031,1.8065792000000001,1.7843233000000001,1.7608478999999999,1.8127958]
[780,"Ngetta_155_",7,"HIGH",0.28624290000000002,0.41940080000000002,1.084506,1.1615548,1.2108239999999999,1.2410866,1.2574863000000001,1.2642602000000001,1.2637290999999999,1.2533789,1.2324998,1.2048696999999999,1.1739317,1.1411343,1.1086104999999999,1.7486204000000001,1.7614647000000001,1.7622218000000001,1.7525598,1.7361438,1.7158005999999999,1.6932756,1.6681722000000001,1.6409216,1.709031]
[781,"Ngetta_155_",8,"HIGH",0.29350090000000001,0.4316294,1.1086925999999999,1.1843523,1.2324839000000001,1.2620077999999999,1.2780353,1.2845907999999999,1.2839872999999999,1.2737632999999999,1.2533159,1.2260470000000001,1.1954784000000001,1.1631284,1.1307773999999999,1.7768489000000001,1.7922138000000001,1.7930633,1.7828044999999999,1.7650683,1.7432905000000001,1.7180613,1.6908316999999999,1.6628858,1.7406337000000001]
[782,"Ngetta_155_",8,"HIGH",0.28244380000000002,0.4165741,1.0818372000000001,1.1593864,1.2090920999999999,1.2397795,1.256464,1.2633493,1.2630193999999999,1.2527504,1.2322158000000001,1.204782,1.1738735,1.141178,1.1087769999999999,1.7501998999999999,1.7642959,1.7641401000000001,1.7547153,1.738553,1.7183752000000001,1.6951953,1.6695108000000001,1.6419959,1.7118343]
[783,"Ngetta_181_",6,"HIGH",0.31897140000000002,0.46512710000000002,1.2271624000000001,1.3035802999999999,1.3499030999999999,1.3771864,1.3918828999999999,1.3975645999999999,1.3962190999999999,1.3850946,1.3629503000000001,1.3334665000000001,1.3000145999999999,1.2641838000000001,1.2279747000000001,1.8484313000000001,1.8601867000000001,1.8602377999999999,1.8517254999999999,1.8373731,1.8209294,1.8016672,1.779042,1.7560686999999999,1.8206007]
[784,"Ngetta_181_",6,"HIGH",0.32576090000000002,0.47344029999999998,1.2319199999999999,1.3083446999999999,1.3551731,1.3831363000000001,1.3978516000000001,1.4041153,1.4030999,1.3923048,1.3706775,1.342136,1.3095896,1.2744285,1.2389490999999999,1.8687594999999999,1.8820387999999999,1.8824487999999999,1.8738394,1.8584236999999999,1.8385267000000001,1.8166401000000001,1.7926101999999999,1.7673287,1.8220974999999999]
[785,"Ngetta_181_",6,"HIGH",0.33384540000000001,0.48401729999999998,1.2540395,1.3285551,1.3732967,1.3995373,1.4133511999999999,1.4190558,1.4177306999999999,1.4066806000000001,1.3849826000000001,1.3563002,1.3234178999999999,1.2879811999999999,1.2520770000000001,1.8517493,1.862811,1.8630538999999999,1.855234,1.8413428999999999,1.825331,1.8061100999999999,1.7861918000000001,1.7642443999999999,1.8141890000000001]
[786,"Ngetta_162_",4,"LOW",0.30411880000000002,0.45280680000000001,1.1982345999999999,1.2760701999999999,1.3257161,1.3563978999999999,1.3729422,1.3799398,1.3796009,1.3687258,1.3465244000000001,1.3172189000000001,1.2841480999999999,1.2487851000000001,1.2132795999999999,1.9577545000000001,1.9804136000000001,1.9817543,1.9676587999999999,1.9412928,1.9123284,1.8788265,1.8435657000000001,1.8080373000000001,1.8716727]
[787,"Ngetta_162_",6,"HIGH",0.29735590000000001,0.43749900000000003,1.1466856999999999,1.2243651,1.2730697,1.3024697000000001,1.3183147,1.324697,1.3238945,1.3130307999999999,1.2916485,1.2633011000000001,1.2311471,1.1970734999999999,1.1628985000000001,1.7961692,1.8100604,1.8102369,1.8001289,1.7841792000000001,1.7649615999999999,1.7432673000000001,1.7189323999999999,1.6926384000000001,1.7607003000000001]
[788,"Ngetta_173_",8,"HIGH",0.29156009999999999,0.43151339999999999,1.1378896000000001,1.2149327000000001,1.2633694,1.2929845,1.3090866999999999,1.3154361999999999,1.3144989,1.3035222,1.281571,1.2523928,1.2195567,1.1848831,1.1501013,1.8261662000000001,1.8417554,1.8430386999999999,1.8327100000000001,1.8141868999999999,1.7923983000000001,1.7669343,1.7394122999999999,1.7105227000000001,1.7675889]
[789,"Ngetta_173_",8,"HIGH",0.27768179999999998,0.4105048,1.0834348,1.1632252000000001,1.2150521999999999,1.2472481,1.2649566999999999,1.2723321999999999,1.2719448,1.2610847999999999,1.239309,1.2104923000000001,1.1781789,1.1442003999999999,1.1104931,1.8313763000000001,1.8503103000000001,1.8512057,1.8383217000000001,1.8164581,1.7904701000000001,1.7610973000000001,1.7289413,1.6947566000000001,1.762586]
[790,"Ngetta_161_",6,"HIGH",0.29038009999999997,0.4302803,1.1562091999999999,1.2363153,1.2872299,1.318122,1.3350911000000001,1.3422384000000001,1.3414798000000001,1.3301008999999999,1.3073718999999999,1.2773243000000001,1.2435761999999999,1.2078024999999999,1.1718875,1.8917379000000001,1.9090872000000001,1.9094123999999999,1.8976234000000001,1.8763323000000001,1.8510753,1.8228093000000001,1.7919965,1.7594471,1.8123714]
[791,"Ngetta_161_",7,"HIGH",0.28775529999999999,0.42740650000000002,1.1418085,1.2232543,1.2761659999999999,1.3087994999999999,1.3267187,1.3344471,1.3337528000000001,1.3221235,1.2989507,1.2681997,1.2337742,1.1975633000000001,1.1615877999999999,1.9529479999999999,1.9766505000000001,1.9772586000000001,1.9615450000000001,1.9352541999999999,1.9036834,1.8683722,1.8303764,1.7925169000000001,1.8497796]
[792,"Ngetta_165_",8,"HIGH",0.29683769999999998,0.433278,1.1208853000000001,1.1978039,1.2465930999999999,1.2765853,1.2929009,1.2997510000000001,1.2992752000000001,1.2888763000000001,1.2680880000000001,1.2404615999999999,1.2093796000000001,1.1760242000000001,1.1427577,1.7816479999999999,1.7955464000000001,1.7965709999999999,1.7865622999999999,1.7688642000000001,1.7496212,1.7261313,1.7005504,1.6733180000000001,1.7339907000000001]
[793,"Ngetta_165_",8,"HIGH",0.29028929999999997,0.42855330000000003,1.1136497999999999,1.1897502,1.2378749,1.2671832999999999,1.2830725000000001,1.2896466,1.2890096,1.2787801999999999,1.2580491,1.2304647,1.1995439999999999,1.1666862,1.1338822,1.7615651999999999,1.7741671000000001,1.7747113000000001,1.7654985000000001,1.7510399000000001,1.7319739999999999,1.7100995999999999,1.6862828000000001,1.6605197,1.7317795]
[794,"Ngetta_180_",4,"LOW",0.28841099999999997,0.4260507,1.1076193000000001,1.1824349000000001,1.2297057,1.2584267,1.2740624,1.2805747000000001,1.2800503999999999,1.2699919,1.2499846999999999,1.2232259999999999,1.1925986,1.1601641,1.1277604000000001,1.7238481999999999,1.7366983,1.7367024,1.7277712000000001,1.7134727000000001,1.6962142,1.6758616,1.6523991,1.6286143,1.7014058000000001]
[795,"Ngetta_180_",7,"HIGH",0.30108669999999998,0.44400709999999999,1.1507849999999999,1.2262980000000001,1.2746405999999999,1.3047669,1.3213428,1.3284069999999999,1.3281425,1.3178958000000001,1.2969645000000001,1.2690874000000001,1.2374476999999999,1.2036935,1.1699481,1.8625096999999999,1.8813667000000001,1.8827769000000001,1.8699737000000001,1.8489171,1.8215361999999999,1.7917365999999999,1.7601637000000001,1.7274841999999999,1.7861408999999999]
[796,"Ngetta_152_",8,"HIGH",0.27306940000000002,0.4073195,1.0904678000000001,1.1680963,1.2176880999999999,1.2482594,1.2650125999999999,1.2720848,1.2716742000000001,1.2610551999999999,1.2395465000000001,1.2112479,1.1792138999999999,1.1454639,1.1117758,1.7911649999999999,1.8077955000000001,1.8085667000000001,1.7975372000000001,1.7780397999999999,1.7548801000000001,1.7289264,1.7002656,1.6699303000000001,1.7305987]
[797,"Ngetta_152_",6,"HIGH",0.2737752,0.40433550000000001,1.0794992000000001,1.1595435000000001,1.2113018,1.2433029,1.2608965999999999,1.26831,1.2679769000000001,1.2571261,1.2351949,1.2060496000000001,1.1732514000000001,1.1387096999999999,1.1046071,1.8183845000000001,1.8355466,1.8365340999999999,1.8252356000000001,1.8039700999999999,1.7792794999999999,1.7512738000000001,1.7205269000000001,1.6874292,1.7483951]
[798,"Ngetta_184_",8,"HIGH",0.27926659999999998,0.41595460000000001,1.1144480000000001,1.1956401999999999,1.2484283,1.2813871999999999,1.3000118000000001,1.3080149000000001,1.3077561,1.2968717000000001,1.2743964999999999,1.2446849,1.2112095,1.175864,1.1407592,1.8868897,1.9074078999999999,1.9093260000000001,1.8974905,1.8742639000000001,1.846563,1.8155692000000001,1.7817407999999999,1.7463225,1.8112067999999999]
[799,"Ngetta_184_",6,"HIGH",0.28865750000000001,0.42693049999999999,1.1436808000000001,1.2224505000000001,1.2720319,1.3022427999999999,1.3189207000000001,1.3258430000000001,1.3251828999999999,1.3142772,1.2922106,1.2631881,1.2298819000000001,1.1946570000000001,1.1593114,1.8173760999999999,1.8317344,1.8328245999999999,1.8231606,1.8073999999999999,1.7864260999999999,1.7631298,1.7373105,1.7101934999999999,1.7559277]
[800,"Ngetta_170_",5,"LOW",0.2714876,0.4042828,1.0767187,1.1534281,1.2030221999999999,1.2337115000000001,1.2507364000000001,1.2581745,1.2576837999999999,1.2475091,1.2263075999999999,1.1985161,1.1670050999999999,1.1336470000000001,1.1004095,1.7859471,1.8034315000000001,1.8052037000000001,1.7940636000000001,1.7737737,1.7486622000000001,1.7207216000000001,1.6903022999999999,1.6582730999999999,1.7188387999999999]
[801,"Ngetta_170_",7,"HIGH",0.27450950000000002,0.40612340000000002,1.0707196000000001,1.1492135999999999,1.2008046999999999,1.2331524,1.2512524,1.2592118000000001,1.2591782,1.2489458,1.2275944999999999,1.199214,1.1672458999999999,1.1336051,1.1002772999999999,1.8314273000000001,1.8531705999999999,1.8558338000000001,1.8418128,1.8189236,1.7903948999999999,1.7583108000000001,1.7235075,1.6878906,1.7552122999999999]
[802,"Ngetta_170_",6,"HIGH",0.28161730000000001,0.41528749999999998,1.104598,1.1809866,1.2292812,1.2588941,1.2749512000000001,1.281749,1.2809632,1.2703747000000001,1.2491159000000001,1.2208775999999999,1.1887728,1.1546955000000001,1.1206319,1.7631589999999999,1.7774101,1.7776251000000001,1.7676668,1.7509208000000001,1.7312593000000001,1.7089403999999999,1.6833286000000001,1.6564338000000001,1.7108703999999999]
[803,"Ngetta_156_",8,"HIGH",0.28360299999999999,0.41891620000000002,1.1031579,1.1809961,1.2310410000000001,1.2621218000000001,1.2794055,1.2869115,1.2866943,1.2765149,1.2553759,1.2271093,1.1952984,1.1615154000000001,1.1278305,1.8029293,1.8194836000000001,1.8204966,1.8092834,1.7897852999999999,1.7668351,1.7409173,1.7121268999999999,1.6815366,1.7471715999999999]
[804,"Ngetta_156_",6,"HIGH",0.28913939999999999,0.42426000000000003,1.1066558,1.1826350999999999,1.2310549,1.2609313,1.2772231999999999,1.284144,1.2837529000000001,1.2735405,1.2529678,1.2254186,1.1943482999999999,1.1613545000000001,1.1283437000000001,1.7729147999999999,1.787779,1.7887925,1.778216,1.7613078,1.7396981,1.7148004999999999,1.6884973999999999,1.6602672000000001,1.7275167]
[805,"Ngetta_156_",6.5,"HIGH",0.28448499999999999,0.4179889,1.0874128000000001,1.1608257,1.2073281,1.2358066999999999,1.2513893,1.2580427000000001,1.2576137999999999,1.2478378000000001,1.2276307,1.2008169,1.1706249,1.1383615,1.1061006,1.7042463000000001,1.7178419,1.7180796,1.7096275999999999,1.6949183999999999,1.6770586000000001,1.6565582000000001,1.6334976999999999,1.6095231000000001,1.6663536999999999]
[806,"Ngetta_157_",4.5,"LOW",0.2969522,0.43662339999999999,1.1237064999999999,1.1970586999999999,1.2433959000000001,1.2719153999999999,1.287482,1.2941724999999999,1.2941294999999999,1.2846427,1.2651589000000001,1.2390772000000001,1.2093775,1.1776226000000001,1.1456906,1.7372913000000001,1.7508583,1.7517765000000001,1.7433727999999999,1.7279316,1.7090911,1.6878759999999999,1.6648422,1.6402060999999999,1.7044944]
[807,"Ngetta_157_",4.5,"LOW",0.34840660000000001,0.50459270000000001,1.2466332,1.3149108,1.3575788,1.3836927000000001,1.3981053999999999,1.4043709,1.4043064999999999,1.3956866999999999,1.3775014999999999,1.3529192999999999,1.3245469000000001,1.2935270000000001,1.2618887000000001,1.8470671000000001,1.8626471,1.8635055,1.8535478000000001,1.8356771000000001,1.8145597,1.7912444000000001,1.765951,1.7402957999999999,1.8027316]
[808,"Ngetta_177_",6,"HIGH",0.26377450000000002,0.39307199999999998,1.0485971999999999,1.1292769,1.1832948000000001,1.2179226999999999,1.2374414,1.2461129,1.2464535000000001,1.2362207000000001,1.2146549,1.1858698000000001,1.1536052999999999,1.1195993,1.0860178,1.8718653000000001,1.8969141,1.8996472,1.8831859,1.8564246,1.8228892999999999,1.7863833,1.7468429000000001,1.7056302000000001,1.7820741]
[809,"Ngetta_169_",8,"HIGH",0.2956182,0.43616509999999997,1.1224741,1.1984866000000001,1.2472565,1.2774840999999999,1.2943956000000001,1.3017582999999999,1.3019057999999999,1.2925456,1.2727325,1.2460034,1.2156804000000001,1.1833069000000001,1.1508597,1.7730988999999999,1.7880658,1.7892979,1.7797841999999999,1.7630078,1.7424747,1.7187443,1.6936179,1.6672347999999999,1.7277902000000001]
[810,"Ngetta_169_",8,"HIGH",0.27720620000000001,0.41298970000000002,1.0976094999999999,1.1787987,1.2325219999999999,1.2662541,1.2853289999999999,1.2938411000000001,1.2941658,1.2837721,1.2619878,1.2326751,1.1998614999999999,1.1651511000000001,1.1308217,1.8896998,1.9120553,1.9140246000000001,1.9007586000000001,1.8754388,1.8461467,1.8133459999999999,1.7774097,1.7402287999999999,1.8137968]
[811,"Ngetta_169_",8,"HIGH",0.29527989999999998,0.43880000000000002,1.1408267000000001,1.2169312999999999,1.2655159,1.2956018,1.312575,1.3198612000000001,1.3197817999999999,1.3102133,1.2901564999999999,1.2633076999999999,1.2329003000000001,1.2003801000000001,1.1675646,1.7991115,1.8143724000000001,1.8159748,1.8053104,1.7885664999999999,1.7678722,1.7436491999999999,1.7174056,1.6901914,1.7531338999999999]
[812,"Ngetta_197_",6.5,"HIGH",0.30146709999999999,0.44600020000000001,1.1627504,1.2381765,1.2853231000000001,1.3141856999999999,1.3301337,1.3371542000000001,1.3370008,1.3276060999999999,1.3080075,1.2812988000000001,1.2507986,1.2180432999999999,1.1850897,1.7856635999999999,1.7990816999999999,1.8001596,1.7915871999999999,1.7763941000000001,1.7587615999999999,1.7384491,1.7160683999999999,1.6919032000000001,1.7551036]
[813,"Ngetta_197_",5,"LOW",0.30557630000000002,0.44750309999999999,1.1409868000000001,1.2157089999999999,1.2633026000000001,1.2927788,1.3095121000000001,1.3167968000000001,1.3169464,1.3077840999999999,1.2881714,1.2616575000000001,1.2314156000000001,1.1989620000000001,1.1664985000000001,1.7863568000000001,1.8018122000000001,1.8036816,1.7943939,1.7780507000000001,1.7578696,1.7349734999999999,1.7098469999999999,1.6833374999999999,1.7472239000000001]
[814,"Ngetta_197_",5.5,"LOW",0.30481910000000001,0.44840550000000001,1.1466365000000001,1.2218266,1.2696691,1.2995976,1.3162034,1.3237349,1.323833,1.314689,1.2951581000000001,1.2686352999999999,1.2385223000000001,1.2060375999999999,1.1733315,1.8024986000000001,1.8184638,1.8194292999999999,1.8101155,1.7937582000000001,1.7736273,1.7490705,1.7231057000000001,1.6961980000000001,1.7529688000000001]
[815,"Ngetta_291_",7,"HIGH",0.30905690000000002,0.45248899999999997,1.1728845000000001,1.2492129000000001,1.2975378,1.3274577000000001,1.3444293,1.3519422000000001,1.3520813,1.3425463,1.32222,1.2947385,1.2633635000000001,1.2295872999999999,1.1955429,1.8336190999999999,1.8493179,1.8517593000000001,1.8419160999999999,1.8251762,1.8044144,1.7808809000000001,1.7554561,1.7284086000000001,1.7820817]
[816,"Ngetta_199_",5,"LOW",0.28925129999999999,0.42817690000000003,1.1096429999999999,1.1865603,1.2363862999999999,1.2677474,1.285458,1.2934908000000001,1.2939514999999999,1.2851349999999999,1.2659152,1.2395033,1.2094625999999999,1.1774644999999999,1.1452336000000001,1.7815441999999999,1.7981959999999999,1.7995992000000001,1.7893589000000001,1.7724358,1.7514651999999999,1.7265026999999999,1.7001493000000001,1.6722284999999999,1.7380453]
[817,"Ngetta_199_",6,"HIGH",0.29717060000000001,0.43860260000000001,1.1335200000000001,1.2105585000000001,1.2602538000000001,1.2913315000000001,1.3088279,1.3164366000000001,1.3166694999999999,1.3074455,1.2874752,1.2603449,1.2295408000000001,1.1965337,1.1633205,1.8116958999999999,1.8289120999999999,1.8305737,1.8191782000000001,1.8017928999999999,1.7796999,1.7545546000000001,1.7278452,1.6998624,1.7532344]
[818,"Ngetta_288_",7.5,"HIGH",0.28831869999999998,0.43301430000000002,1.1620197999999999,1.2443476,1.2983758000000001,1.3326404999999999,1.3521205999999999,1.3610731,1.3615923999999999,1.3514675,1.3294973000000001,1.3001096999999999,1.2664671000000001,1.2305687999999999,1.1946840999999999,1.9729182000000001,1.9969813000000001,1.9996290000000001,1.9859340999999999,1.961924,1.9315498,1.8974899000000001,1.8615124000000001,1.8238249,1.8736808]
[819,"Ngetta_288_",7,"HIGH",0.29984050000000001,0.443077,1.1393427,1.2170439,1.2675901999999999,1.2995085,1.3176041999999999,1.3257524999999999,1.3259795000000001,1.3163606000000001,1.2962993,1.2689762,1.2377882,1.2046201000000001,1.1713591000000001,1.8567536,1.8761194999999999,1.8782177,1.8670150000000001,1.8473544,1.8220327999999999,1.7949322000000001,1.7653905999999999,1.7344208000000001,1.8023076]
[820,"Ngetta_296_",6,"HIGH",0.29524929999999999,0.44054520000000003,1.1514243,1.2290430000000001,1.2791835,1.3106945999999999,1.3284296,1.3362627,1.3363991,1.3268149,1.3063176999999999,1.278842,1.2474623,1.2137346,1.1798725000000001,1.8650361,1.8846810000000001,1.8856621,1.8733565000000001,1.8534439,1.8292261000000001,1.8012433000000001,1.7702708,1.7392493,1.8080521000000001]
[821,"Ngetta_296_",6,"HIGH",0.28946349999999998,0.42868780000000001,1.1191085999999999,1.1959982,1.2458761,1.2770222,1.2944973,1.302122,1.3022241999999999,1.2923454000000001,1.2720503000000001,1.2445504999999999,1.2132366000000001,1.1799501999999999,1.1466894000000001,1.8191565000000001,1.837842,1.8400255000000001,1.8271333999999999,1.8078088000000001,1.7839662000000001,1.7561465999999999,1.7269036,1.6969179000000001,1.768014]
[822,"Ngetta_296_",7,"HIGH",0.27193200000000001,0.40674569999999999,1.0829067999999999,1.1630889,1.2164505000000001,1.2504549,1.2697928999999999,1.2785887,1.2792026000000001,1.2691462,1.2478989,1.2194586000000001,1.1874022,1.1534648000000001,1.119804,1.8786252000000001,1.9036717000000001,1.9056313,1.8910823000000001,1.8658895,1.8359646000000001,1.8011710999999999,1.7640049,1.7259686000000001,1.795963]
[823,"Ngetta_258_",7,"HIGH",0.30529479999999998,0.44833060000000002,1.1590819000000001,1.2282960000000001,1.2707529,1.2963669,1.3102895000000001,1.3161107999999999,1.3157995,1.3064669,1.2875890999999999,1.2622724999999999,1.2334156000000001,1.2020502,1.1700515,1.7010211,1.7117621999999999,1.7123625,1.7056526999999999,1.6943214,1.6804018000000001,1.6643551999999999,1.6464417,1.6274481999999999,1.6840351]
[824,"Ngetta_258_",8,"HIGH",0.33415549999999999,0.48333189999999998,1.2374132,1.3101134999999999,1.3538760999999999,1.3798469,1.3936533,1.3993013000000001,1.3986989999999999,1.3888301000000001,1.3685381000000001,1.3413946999999999,1.3104929999999999,1.276824,1.2422762000000001,1.7847754,1.7942376,1.7948892999999999,1.7887044999999999,1.7781172999999999,1.7647122,1.7495004000000001,1.7319391,1.7142309,1.7787192000000001]
[825,"Ngetta_258_",7,"HIGH",0.32570399999999999,0.47736669999999998,1.2471296000000001,1.3181780999999999,1.3604529999999999,1.3851640000000001,1.3985841999999999,1.4040751,1.4033975999999999,1.3936921,1.3739252,1.3475267,1.3172936,1.2839195000000001,1.2496239,1.7681171,1.7771752999999999,1.7772559999999999,1.7714696000000001,1.7614641,1.7489694,1.7348224000000001,1.7188909999999999,1.7018312,1.7556046999999999]
[826,"Ngetta_255_",7,"HIGH",0.30956440000000002,0.45571400000000001,1.18624,1.2595430999999999,1.3057764999999999,1.3343407,1.3505111999999999,1.3578859999999999,1.3580127,1.3487005000000001,1.3289877000000001,1.3024454000000001,1.2721981,1.2396708000000001,1.2063276000000001,1.8290527000000001,1.8447055999999999,1.8469085999999999,1.8375870000000001,1.8206690999999999,1.7997036,1.7760050999999999,1.7509011000000001,1.7246671,1.783018]
[827,"Ngetta_255_",7,"HIGH",0.33121469999999997,0.47976999999999997,1.2599548,1.3355621,1.3813325999999999,1.4087552999999999,1.4234982,1.4297371999999999,1.4291720000000001,1.4190209,1.3981162,1.3700382,1.3378403999999999,1.3028188999999999,1.266643,1.8330659,1.8447155,1.8457576,1.8386734,1.8262231,1.8117595,1.7955606,1.7776339000000001,1.7583952,1.8111215000000001]
[828,"Ngetta_255_",7,"HIGH",0.29089969999999998,0.43090899999999999,1.1379216000000001,1.2157521,1.2662736000000001,1.2980944999999999,1.3159388000000001,1.3238668,1.3240742999999999,1.3138989999999999,1.2924241999999999,1.2636377999999999,1.2314906000000001,1.1970852999999999,1.1624705,1.8944627999999999,1.9150342,1.9169077999999999,1.9030959999999999,1.8809965,1.8532164,1.8217228999999999,1.789636,1.7548846,1.8329564]
[829,"Ngetta_256_",6.5,"HIGH",0.27092650000000001,0.40288819999999997,1.0649005,1.1416539999999999,1.1913184999999999,1.2223972000000001,1.2398719,1.2473443,1.2476254,1.2383230999999999,1.2186846,1.1922481,1.1624068999999999,1.1306041,1.0987232,1.7329772999999999,1.7483149,1.7494000999999999,1.7399688,1.722839,1.7017857999999999,1.6790236999999999,1.6535530000000001,1.6266415999999999,1.7130453999999999]
[830,"Ngetta_256_",7,"HIGH",0.27758189999999999,0.4144197,1.1181809,1.1985132999999999,1.2506227000000001,1.2831345999999999,1.3012006,1.3092873,1.3093561,1.2988282,1.2770337,1.2478321000000001,1.2150276,1.1802455999999999,1.1451708,1.8806763,1.9013196000000001,1.9032808999999999,1.8910761,1.8694233,1.8419247999999999,1.8123339000000001,1.7799313000000001,1.7454555,1.8097125000000001]
[831,"Ngetta_256_",7,"HIGH",0.28442600000000001,0.4227687,1.1170825,1.1951749,1.2453628000000001,1.2766436000000001,1.2941016000000001,1.3017491000000001,1.3019319,1.2924059999999999,1.2721054999999999,1.244747,1.2137439999999999,1.1805467999999999,1.1471986999999999,1.8072767000000001,1.8249146000000001,1.8265739999999999,1.816592,1.7976159,1.7758385999999999,1.7507007000000001,1.7229372000000001,1.6942849,1.7750878000000001]
[832,"Ngetta_260_",8,"HIGH",0.27507779999999998,0.41053650000000003,1.1027144,1.1830689000000001,1.2355744,1.2685824999999999,1.287099,1.2951655,1.2952501999999999,1.2851866000000001,1.2637050999999999,1.2347688999999999,1.2025554000000001,1.1682235000000001,1.1340798000000001,1.8638916000000001,1.8856001,1.8884806999999999,1.8752073,1.8530418,1.8264475,1.7959579000000001,1.7628912999999999,1.7283682,1.8170307999999999]
[833,"Ngetta_260_",7,"HIGH",0.29813770000000001,0.43857360000000001,1.1619225,1.2402891,1.2898523,1.3207378000000001,1.3376139,1.3450632,1.3449821,1.3345913,1.3131436999999999,1.2845392,1.2522078000000001,1.2175568000000001,1.1824615000000001,1.8489164,1.8657819,1.8675625,1.8576758,1.8402156999999999,1.8190324,1.795005,1.768213,1.7401173999999999,1.8138998]
[834,"Ngetta_260_",6.5,"HIGH",0.30457630000000002,0.4498742,1.1653397000000001,1.2361013999999999,1.2801822,1.3071789,1.3221509,1.3285982999999999,1.3284579999999999,1.3193779999999999,1.3004370000000001,1.2750303999999999,1.2458594000000001,1.2142618000000001,1.1819658,1.761263,1.7756371,1.7772604999999999,1.7676622,1.7526602,1.7341152,1.7133844,1.6913750000000001,1.6676521,1.7395328000000001]
[835,"Ngetta_253_",6.5,"HIGH",0.30087069999999999,0.44330150000000001,1.1338467999999999,1.2037686999999999,1.2472422999999999,1.2737653,1.2882112999999999,1.2942796999999999,1.2941209,1.2847310999999999,1.2656959999999999,1.2401025000000001,1.2112210000000001,1.1802889000000001,1.1486932000000001,1.7243721000000001,1.7373972,1.7382457,1.7295741,1.7148772000000001,1.6969662999999999,1.6764616000000001,1.6542832999999999,1.6312693,1.6980876]
[836,"Ngetta_253_",6,"HIGH",0.28842820000000002,0.42201820000000001,1.0902966999999999,1.1625524,1.2081952,1.2360736000000001,1.2513363,1.2579613999999999,1.2576616,1.2481579,1.2286371,1.2025321,1.1730356,1.1414869999999999,1.1096250000000001,1.6923804,1.7054088999999999,1.7062948,1.6976614999999999,1.6841037999999999,1.6670153999999999,1.6479957000000001,1.6264765000000001,1.6030702999999999,1.6693982000000001]
[837,"Ngetta_253_",7.5,"HIGH",0.289746,0.4267476,1.0946785000000001,1.168075,1.2146815,1.2435349,1.2594002,1.2662591999999999,1.2663142999999999,1.2572287,1.2381772,1.2125878000000001,1.1837036999999999,1.1527019999999999,1.1214979,1.7081248,1.7217823000000001,1.7226683,1.7135282000000001,1.6988995,1.6815367999999999,1.6615226000000001,1.6392897,1.6155299999999999,1.7022002000000001]
[838,"Ngetta_278_",5,"LOW",0.31702710000000001,0.46725470000000002,1.1802257,1.2497723999999999,1.293539,1.3203053,1.3353147999999999,1.3421504,1.3422006,1.3335927999999999,1.3155146,1.2910562999999999,1.2632167000000001,1.2328798999999999,1.2018511000000001,1.7617084000000001,1.7759657,1.7770193999999999,1.7683167,1.7529859999999999,1.7342862000000001,1.7143507,1.6925874999999999,1.6695603999999999,1.742346]
[839,"Ngetta_278_",4,"LOW",0.3003729,0.44289830000000002,1.1773965,1.2575175000000001,1.3081758999999999,1.3394151000000001,1.3566126999999999,1.364085,1.3638265000000001,1.3530993,1.3310850999999999,1.3018261,1.2685051000000001,1.2330064999999999,1.1972647999999999,1.8985128,1.9153211000000001,1.9168111000000001,1.9058284000000001,1.8866658000000001,1.8624847,1.8351010999999999,1.8058202999999999,1.7752097,1.8272524000000001]
[840,"Ngetta_262_",8,"HIGH",0.29700929999999998,0.44176989999999999,1.1801832999999999,1.2615745,1.3137416,1.3458767,1.3634982,1.3710336999999999,1.3705912,1.3597298,1.3373725000000001,1.3076212,1.274006,1.2383808000000001,1.2024843000000001,1.9391742000000001,1.9583421999999999,1.9596281,1.9473096000000001,1.9264920999999999,1.9003657,1.8709517,1.8384315,1.805536,1.8646271999999999]
[841,"Ngetta_268_",8,"HIGH",0.2849894,0.42083860000000001,1.1107853999999999,1.1916435999999999,1.2441605,1.2768269000000001,1.2948192000000001,1.3025135999999999,1.3022134000000001,1.2917628999999999,1.2702857999999999,1.2415471,1.2091879999999999,1.1751662,1.1409898999999999,1.8432059000000001,1.8607912,1.8616851999999999,1.8506800999999999,1.8314903,1.8075638000000001,1.7801351999999999,1.7496799000000001,1.717625,1.7847191]
[842,"Ngetta_271_",7.5,"HIGH",0.29114699999999999,0.43306260000000002,1.1650841999999999,1.2453692999999999,1.296608,1.3282856000000001,1.3458247999999999,1.3534200999999999,1.3530055000000001,1.3420631000000001,1.3194368000000001,1.2895996999999999,1.2559909,1.2201111,1.1842872,1.924912,1.9441482999999999,1.9471632999999999,1.9344779999999999,1.9133846000000001,1.8858963,1.8564655999999999,1.8244247,1.7899928000000001,1.8377147]
[843,"Ngetta_271_",7.5,"HIGH",0.30678490000000003,0.45533309999999999,1.2083197999999999,1.2877394,1.3379567000000001,1.3689549999999999,1.3860184,1.3933279999999999,1.3930094,1.3821874999999999,1.3598167999999999,1.3301181,1.2966591999999999,1.2608902,1.2248914,1.9586501999999999,1.9788668,1.9811224000000001,1.9684611999999999,1.9467649,1.9210674000000001,1.8905268,1.8585997000000001,1.8259547,1.8709716999999999]
[844,"Ngetta_251_",8,"HIGH",0.3431131,0.50725010000000004,1.34056,1.4162520999999999,1.4618779,1.4890243999999999,1.5032547999999999,1.5089329,1.5080606999999999,1.4974208,1.4760802,1.4473545999999999,1.4141570000000001,1.3780478,1.3412105999999999,1.9590867000000001,1.9719335,1.9717720000000001,1.9632251999999999,1.9488101,1.9311438000000001,1.9104901999999999,1.8874559,1.8639659,1.9004664]
[845,"Ngetta_251_",8,"HIGH",0.32917439999999998,0.48784270000000002,1.3271275,1.4040212999999999,1.449811,1.476475,1.4904667,1.4961225,1.4947385,1.483077,1.4605165,1.4304927999999999,1.3959807,1.3583318,1.3198942,1.9733284,1.9875349,1.9889318,1.9776317000000001,1.9620202,1.9420189000000001,1.9194169999999999,1.8952062000000001,1.8686210999999999,1.8913285]
[846,"Ngetta_287_",5,"LOW",0.28632229999999997,0.425792,1.1194904000000001,1.1947913999999999,1.2425567,1.2718288,1.2878981,1.2946648999999999,1.2943099,1.2840309999999999,1.2634350999999999,1.2360792,1.2054174,1.1727099000000001,1.1397766,1.7787843999999999,1.7944921,1.7954867999999999,1.7854699999999999,1.7673984,1.7455912,1.7213278999999999,1.6946836000000001,1.6666650999999999,1.7292419999999999]
[847,"Ngetta_290_",6,"HIGH",0.28693010000000002,0.42221959999999997,1.1070215999999999,1.1846361000000001,1.2338792999999999,1.2637525999999999,1.2798976,1.2864055999999999,1.2857137000000001,1.2751981999999999,1.2540203000000001,1.2256895000000001,1.1939223999999999,1.1601906,1.1265954,1.7841463,1.7984112999999999,1.7979898000000001,1.7883043000000001,1.7717775,1.7514358999999999,1.7270498000000001,1.7015203000000001,1.6734055999999999,1.7354434000000001]
[848,"Ngetta_202_",8,"HIGH",0.27523900000000001,0.41008820000000001,1.0936615000000001,1.1720227999999999,1.2233073999999999,1.2555392999999999,1.2735506999999999,1.2814703999999999,1.2814066,1.2707746,1.2490307,1.2201055999999999,1.1878340000000001,1.1534754,1.119375,1.8872768,1.9107844,1.9122942999999999,1.8966509,1.8707587000000001,1.8392223999999999,1.8044494,1.7670459000000001,1.7290274000000001,1.7882750999999999]
[849,"Ngetta_202_",8,"HIGH",0.2720108,0.40772890000000001,1.1053428999999999,1.1857751999999999,1.2380321000000001,1.2708098999999999,1.2888803,1.2967966,1.2964134,1.2853496,1.2626871,1.2327405,1.1994914000000001,1.1642431,1.1292148,1.9112136,1.9341166000000001,1.9360895,1.9197941999999999,1.8933127999999999,1.8629469999999999,1.8282243,1.7907109000000001,1.7521312,1.8034214]
[850,"Ngetta_235_",7,"HIGH",0.27484930000000002,0.40781060000000002,1.0775882999999999,1.1565278000000001,1.2076122,1.2392662999999999,1.2566328,1.2639693999999999,1.2640001000000001,1.2539696,1.2330319000000001,1.2051510000000001,1.1738755000000001,1.1408586999999999,1.1079626,1.7819167,1.7975574999999999,1.7977822000000001,1.7867664999999999,1.7690543999999999,1.7470441000000001,1.7215077999999999,1.6937500999999999,1.6640055,1.7313981000000001]
[851,"Ngetta_235_",6.5,"HIGH",0.27622669999999999,0.40911979999999998,1.0632296999999999,1.1398644,1.1896355999999999,1.2203678,1.2372030999999999,1.2444637999999999,1.244326,1.2347958000000001,1.2150433,1.1884755,1.1585523,1.1268568000000001,1.0953625,1.7364457,1.7520418,1.7523241000000001,1.7417307,1.7241335,1.7020960000000001,1.6774377,1.6503247000000001,1.6217428,1.6947011999999999]
[852,"Ngetta_235_",8,"HIGH",0.27607300000000001,0.4087076,1.0612271,1.1354702000000001,1.1827612000000001,1.2117076,1.2276282000000001,1.2342705,1.2340032000000001,1.2246633,1.2052836,1.1795301,1.1502992999999999,1.119415,1.0885575000000001,1.6738663,1.6846756000000001,1.6854614999999999,1.6783509999999999,1.6645565,1.6476499,1.6281496,1.606611,1.5833318999999999,1.662029]
[853,"Ngetta_206_",6,"HIGH",0.29543419999999998,0.43329050000000002,1.1362121999999999,1.2101792,1.2560332999999999,1.2836714,1.2987272999999999,1.3049377,1.3041799000000001,1.2939571000000001,1.2735093,1.2462016,1.2155269,1.1826430999999999,1.1494091,1.7553894999999999,1.7673863000000001,1.7685221,1.7602776,1.7457085000000001,1.7277351999999999,1.7073244000000001,1.6850015,1.6608133,1.7226964]
[854,"Ngetta_206_",6,"HIGH",0.28499750000000001,0.4173635,1.0991526,1.1770246,1.2265941,1.2571270000000001,1.2736783,1.2805804999999999,1.2798197,1.2691135,1.2474769000000001,1.2189878000000001,1.1869571999999999,1.153103,1.1194626999999999,1.7956052,1.8093617,1.8105971999999999,1.8002663000000001,1.7830490000000001,1.7608216999999999,1.7353954,1.7074889,1.6784277999999999,1.7414054999999999]
[855,"Ngetta_206_",6,"HIGH",0.30286010000000002,0.44229289999999999,1.1625662000000001,1.2352517000000001,1.2793919,1.3054847000000001,1.3193307999999999,1.3248972000000001,1.3237166,1.3132967,1.2924032000000001,1.2650908999999999,1.2339926000000001,1.2005211,1.1665030000000001,1.7377901,1.7477657,1.7483280000000001,1.7419358,1.7304497999999999,1.7161428999999999,1.6989827,1.6801923999999999,1.6599891,1.7185779999999999]
[856,"Ngetta_225_",5,"LOW",0.31405139999999998,0.4540187,1.1915633999999999,1.2639568000000001,1.3071465,1.3321495000000001,1.3450868,1.3497937,1.3480295,1.3366393999999999,1.3147517,1.2862133,1.2539682000000001,1.2194624000000001,1.1842265000000001,1.7561347,1.7633046999999999,1.7632895,1.7572654000000001,1.747174,1.7344151999999999,1.7192299,1.7020782999999999,1.6824596000000001,1.7416065999999999]
[857,"Ngetta_227_",8,"HIGH",0.26831969999999999,0.39959090000000003,1.0747496000000001,1.153878,1.2048501,1.2363957999999999,1.2535951999999999,1.2606671,1.2600492999999999,1.2491591,1.2271624000000001,1.1980557000000001,1.1655618999999999,1.1313875,1.0973681,1.8256353000000001,1.8430994000000001,1.8444495000000001,1.8315756000000001,1.8096966999999999,1.7829804,1.7538043000000001,1.7211745000000001,1.6869521000000001,1.7627774]
[858,"Ngetta_228_",6,"HIGH",0.27720450000000002,0.41397539999999999,1.1030632,1.1836728999999999,1.2364075999999999,1.2693021,1.2872973999999999,1.2949321,1.2943908,1.2837337,1.2617583000000001,1.232324,1.1996061,1.1650966,1.1311469000000001,1.8984261,1.9182591,1.9195709000000001,1.9049301000000001,1.8788369,1.8497539000000001,1.8165019,1.7805823999999999,1.7432786,1.8148557000000001]
[859,"Ngetta_228_",7,"HIGH",0.28099010000000002,0.4184408,1.1244301999999999,1.2049675,1.2567345000000001,1.2888073,1.3062217,1.3135726000000001,1.3130124000000001,1.3017761000000001,1.2793296999999999,1.2496328000000001,1.2163584000000001,1.1812544,1.1464146,1.8853183,1.9046315,1.9051282,1.8926806,1.8694503,1.8428093999999999,1.8124579999999999,1.7793424,1.7451527,1.8253113000000001]
[860,"Ngetta_228_",5,"LOW",0.27957110000000002,0.41653420000000002,1.1209248999999999,1.2010400999999999,1.2526721000000001,1.2847607000000001,1.3023206000000001,1.3097264,1.3094783000000001,1.2983541000000001,1.2760686999999999,1.2463708,1.2131548000000001,1.1780198,1.1431712999999999,1.8923306,1.9133260000000001,1.9140524000000001,1.9003011000000001,1.8770313000000001,1.8489122,1.8173083999999999,1.7834387,1.7473645,1.8095296999999999]
[861,"Ngetta_241_",7,"HIGH",0.26215749999999999,0.39360719999999999,1.0737307,1.1544591,1.2068148000000001,1.2391882999999999,1.2569189000000001,1.2644339,1.2641047999999999,1.2531893999999999,1.2310789,1.2016571,1.1688662000000001,1.1341901000000001,1.1001102,1.8520865,1.8723939999999999,1.8731226999999999,1.8592112000000001,1.8363075,1.8088850999999999,1.7775415000000001,1.7425013,1.7067764000000001,1.7868923000000001]
[862,"Ngetta_241_",7,"HIGH",0.27112370000000002,0.40211239999999998,1.0610111,1.1390909,1.1893541999999999,1.2202953999999999,1.2371778,1.2442446,1.2438669,1.2335482,1.2125535999999999,1.1848582000000001,1.1537862999999999,1.1209853999999999,1.0885248000000001,1.7468683,1.7607561,1.7612224000000001,1.7525653999999999,1.7359618000000001,1.7156423000000001,1.6909451,1.6643443,1.6355925,1.7148132]
[863,"Ngetta_214_",7.5,"HIGH",0.29905409999999999,0.44687090000000002,1.2077278,1.2853638000000001,1.3340067,1.3632593,1.3790100999999999,1.3853359000000001,1.384344,1.3728461999999999,1.3500274000000001,1.3199890999999999,1.2860814,1.2498719,1.2136845999999999,1.9517405000000001,1.9707614,1.9704223999999999,1.9569287,1.9344026999999999,1.9064165,1.874959,1.841696,1.8069067000000001,1.8553577999999999]
[864,"Ngetta_214_",8,"HIGH",0.35499380000000003,0.52331830000000001,1.3413371000000001,1.4157341000000001,1.4612099000000001,1.4887397,1.5040568000000001,1.51033,1.5097003,1.4994965,1.4783983000000001,1.4506171999999999,1.4188961,1.3843532000000001,1.3490312,1.9902967,2.0066986,2.0086381000000002,1.9969009,1.9793487999999999,1.9583936,1.9335351999999999,1.9084300000000001,1.8812002000000001,1.9112264000000001]
[865,"Ngetta_201_",7.5,"HIGH",0.29400419999999999,0.43420880000000001,1.1640470999999999,1.243511,1.2939658000000001,1.3247100000000001,1.3410622000000001,1.3474008,1.3463007,1.3344054999999999,1.3109305,1.2803617,1.2461511999999999,1.2100934999999999,1.1742381,1.9416537,1.9628197000000001,1.9628388000000001,1.9469429,1.9229916,1.89344,1.860347,1.8250971,1.7891793,1.8384742999999999]
[866,"Ngetta_201_",7,"HIGH",0.33704889999999998,0.49497099999999999,1.3113214,1.3867375,1.4317408,1.4582253999999999,1.4723067000000001,1.4779515000000001,1.4766158,1.4652133000000001,1.4430209000000001,1.4139674,1.3806868000000001,1.3442996,1.3072495,1.9370852999999999,1.9499758,1.9506965999999999,1.9417355999999999,1.9247384999999999,1.9061813000000001,1.8860534,1.8627651000000001,1.8388679000000001,1.8748895999999999]
[867,"Ngetta_201_",7.5,"HIGH",0.30835030000000002,0.45835559999999997,1.2170634,1.2926458000000001,1.3399186999999999,1.3686556000000001,1.3841753000000001,1.390811,1.3899486000000001,1.3792248,1.3575695000000001,1.3286791,1.2961434999999999,1.2612705,1.2261438,1.942439,1.9618624,1.9632764,1.9493358999999999,1.9266694,1.8996838,1.8685398,1.8363316000000001,1.8026180000000001,1.8575147000000001]
[868,"Ngetta_232_",6,"HIGH",0.30581740000000002,0.44296150000000001,1.1484943999999999,1.2214144,1.2659313999999999,1.292424,1.3064374999999999,1.3118782,1.3103499000000001,1.2994459,1.2781258,1.2500491,1.2185168,1.1849746999999999,1.1513414,1.7624044000000001,1.7737780999999999,1.7736552999999999,1.765029,1.7502937000000001,1.7326870000000001,1.7112807999999999,1.6888647000000001,1.6648779,1.7343519000000001]
[869,"Ngetta_245_",7,"HIGH",0.2999502,0.45201019999999997,1.2266665000000001,1.3039118999999999,1.3521093,1.3814147000000001,1.3973011,1.4036732000000001,1.4026263999999999,1.3913165000000001,1.3687391,1.3390062,1.305294,1.2691870000000001,1.2329570999999999,1.9598068,1.9786929,1.9794664,1.9667234,1.9436719,1.9162283,1.8862696999999999,1.8545734,1.8217671,1.8704453000000001]
[870,"Ngetta_245_",8,"HIGH",0.3051085,0.45407940000000002,1.1718694000000001,1.2457281,1.2930927999999999,1.3226728000000001,1.3386852,1.3452766,1.3446026,1.3340205000000001,1.3127827999999999,1.2848439,1.2534582999999999,1.2200077,1.1866984,1.9159256,1.9382172,1.9391582999999999,1.9239675000000001,1.8987925000000001,1.8696705,1.8368301,1.8021826000000001,1.7662369,1.8206686999999999]
[871,"Ngetta_245_",8,"HIGH",0.31264419999999998,0.47054479999999999,1.28037,1.3577906,1.4051619,1.4334711,1.4484836000000001,1.4548346000000001,1.4534069999999999,1.4417998000000001,1.4187498999999999,1.3883281999999999,1.353785,1.3168107,1.2794045999999999,2.0080919000000002,2.025496,2.0249031,2.0124960000000001,1.9916102,1.9660120000000001,1.9377202,1.9068480000000001,1.874433,1.9080284000000001]
[872,"Ngetta_247_",5.5,"LOW",0.284964,0.41959180000000001,1.1086042,1.1815492999999999,1.2265553,1.2532783000000001,1.2673432,1.2727792,1.2714281000000001,1.260348,1.2389962999999999,1.2109025,1.1796785999999999,1.1465148999999999,1.1133076,1.7258549999999999,1.7360416999999999,1.7359939,1.7279017000000001,1.7144305,1.6971579000000001,1.6772203000000001,1.6546021,1.6308882,1.6944874999999999]
[873,"Ngetta_247_",6,"HIGH",0.29068260000000001,0.42661290000000002,1.1207271999999999,1.1959906,1.2427242999999999,1.270383,1.2851751,1.2909037999999999,1.2893840000000001,1.2781852,1.2564483,1.2278874,1.1961005,1.1622328,1.1285248999999999,1.7571235000000001,1.7674185,1.7676414,1.7588069,1.7446303000000001,1.72702,1.7065212000000001,1.6832838999999999,1.6580665999999999,1.7305024]
[874,"Ngetta_247_",6,"HIGH",0.29035240000000001,0.43017460000000002,1.1442747,1.2172809,1.2614822000000001,1.2874068999999999,1.3008488,1.3058786,1.3041742999999999,1.2927611999999999,1.2709862999999999,1.2425018999999999,1.2103957999999999,1.1764207,1.1422679,1.7395502,1.7491319000000001,1.7496354999999999,1.7422742,1.7295555,1.7135244999999999,1.6949215,1.6742111,1.6518039,1.7157899999999999]
[875,"Ngetta_213_",6.5,"HIGH",0.28881069999999998,0.4282125,1.1293956000000001,1.2047949,1.2521167,1.2805181999999999,1.2957479999999999,1.3019974000000001,1.3009212000000001,1.2900982000000001,1.2692673000000001,1.2412745999999999,1.2100401999999999,1.1768186,1.1436942000000001,1.7922833,1.8059552000000001,1.8050624,1.7948550000000001,1.7771226,1.7557896,1.7306268,1.7040573000000001,1.676272,1.7513707999999999]
[876,"Ngetta_213_",7,"HIGH",0.29557309999999998,0.43388379999999999,1.1289271999999999,1.2048700000000001,1.2521538999999999,1.2804591999999999,1.2954669000000001,1.3012831,1.3001358999999999,1.2891954000000001,1.2678396000000001,1.2398005000000001,1.2083482999999999,1.1750773000000001,1.1419024,1.7761232,1.7882186,1.7886223000000001,1.7787465,1.7633677000000001,1.744661,1.7230213000000001,1.6984482000000001,1.6721086999999999,1.7393479000000001]
[877,"Ngetta_213_",7,"HIGH",0.28994229999999999,0.42792790000000003,1.1227076,1.1994050999999999,1.2475636000000001,1.2765671999999999,1.2919887999999999,1.2981734,1.2971680999999999,1.2862235,1.2648018999999999,1.2364286,1.2048403000000001,1.1713697999999999,1.1378617,1.7864424999999999,1.7989413999999999,1.7983068,1.7898594999999999,1.7737883000000001,1.753309,1.7304406000000001,1.7052326,1.6785245,1.7450623999999999]
[878,"Ngetta_219_",7,"HIGH",0.30298950000000002,0.44813809999999998,1.1981184,1.2764068,1.3256203,1.3552607000000001,1.3711616,1.3775378,1.3763814000000001,1.3647445,1.3417195,1.3112477,1.2772439,1.2412278999999999,1.2050719999999999,1.9395381,1.9560134,1.9560881000000001,1.9438915999999999,1.9221242999999999,1.8958094000000001,1.8664623,1.8339171000000001,1.8007603000000001,1.8576828999999999]
[879,"Ngetta_219_",6.5,"HIGH",0.2977243,0.43890180000000001,1.1849533000000001,1.2666824000000001,1.3176095000000001,1.348471,1.3646598000000001,1.3709491,1.3695214,1.3571987000000001,1.3330329999999999,1.3013756999999999,1.2659452,1.2284508999999999,1.1911077000000001,1.9166702,1.9312053,1.9311404000000001,1.9202735,1.9018052000000001,1.8779478000000001,1.8519701,1.8230717999999999,1.7925951,1.8487175]
[880,"Ngetta_219_",6,"HIGH",0.29144229999999999,0.43276340000000002,1.1844668,1.2648075000000001,1.3150864,1.3454710999999999,1.3615906,1.3679348,1.3665586000000001,1.3539448000000001,1.3294885999999999,1.2978780999999999,1.2626021999999999,1.2250785,1.1877432999999999,1.9630668,1.9822924,1.9815422,1.9680521,1.9450742000000001,1.9156302999999999,1.8840208000000001,1.8509264000000001,1.814692,1.8688203999999999]
[881,"Ngetta_242_",6,"HIGH",0.28952369999999999,0.42623699999999998,1.1063607,1.1810559,1.2279446999999999,1.2561926999999999,1.2710448999999999,1.2769604999999999,1.2759457999999999,1.265496,1.2447627999999999,1.2174011,1.1869160999999999,1.1545722,1.1223307,1.7399707,1.7515585,1.7519450000000001,1.741881,1.7270371,1.7085262999999999,1.6866003000000001,1.6637436999999999,1.6384943999999999,1.7131590000000001]
[882,"Ngetta_248_",7.5,"HIGH",0.32778449999999998,0.48046509999999998,1.2405349999999999,1.3142123999999999,1.3606802,1.3893937999999999,1.4049255,1.4111494,1.4104265,1.3995135000000001,1.3779315000000001,1.3494196000000001,1.317461,1.2830652,1.2482698000000001,1.9861645999999999,2.0078642000000002,2.0085370999999999,1.9929463999999999,1.9688774,1.9384811,1.9045483999999999,1.8695111,1.8336498000000001,1.8858729999999999]
[883,"Ngetta_248_",7,"HIGH",0.36005389999999998,0.53037860000000003,1.3894873000000001,1.4643075000000001,1.5087823,1.53539,1.5493456999999999,1.5551349000000001,1.5539993999999999,1.5429999000000001,1.5213838,1.4920255,1.4583855999999999,1.4219027,1.3847777999999999,2.0584794999999998,2.0749730999999998,2.0758798000000001,2.0646539000000002,2.0445546999999999,2.0215247000000001,1.9952791999999999,1.9680656000000001,1.9383181,1.9580907000000001]
[884,"Ngetta_224_",7,"HIGH",0.31438470000000002,0.46133370000000001,1.2150409,1.2848615999999999,1.3260776999999999,1.3498161,1.3621160000000001,1.3664417,1.3646311,1.3537982,1.3328966,1.3053865,1.2740003,1.2404432000000001,1.2059839000000001,1.7573996000000001,1.7668978,1.7667857,1.7600735000000001,1.7486271,1.7343972999999999,1.7174113,1.6993533000000001,1.6800079000000001,1.7359344000000001]
[885,"Ngetta_224_",7,"HIGH",0.30183759999999998,0.44430829999999999,1.2016993,1.2804762000000001,1.3292672999999999,1.3585166,1.3738039,1.3797368000000001,1.3782875999999999,1.3659228000000001,1.3418064000000001,1.3106209,1.2757261,1.2385591,1.2012446000000001,1.934142,1.9519626000000001,1.9517914000000001,1.9388620999999999,1.9185216,1.893659,1.8636457,1.8328218000000001,1.8007441,1.84674]
[886,"Ngetta_224_",6.5,"HIGH",0.31041629999999998,0.45669500000000002,1.2457415000000001,1.3233794000000001,1.3708065,1.3987976,1.4134150000000001,1.4191558,1.4177032000000001,1.4053031,1.3812511000000001,1.3501772999999999,1.3151785,1.2775531,1.2396442000000001,1.9494802,1.9654187999999999,1.9659902,1.9540663,1.9341078,1.9102509000000001,1.8839083000000001,1.8546563,1.8242072,1.8760901999999999]
[887,"Ngetta_210_",7,"HIGH",0.29294609999999999,0.4348284,1.1710645,1.2507984999999999,1.3014551000000001,1.3323182,1.3487674000000001,1.3552355,1.3539653,1.3417676999999999,1.3179535,1.2868729000000001,1.2522788,1.2157309000000001,1.1794391,1.9698948999999999,1.9906758,1.9915342,1.9751772999999999,1.9503832000000001,1.9202298,1.8863323999999999,1.8491564,1.8112935999999999,1.8750224]
[888,"Ngetta_210_",7,"HIGH",0.3017436,0.4472585,1.1852376,1.2633561,1.3128911000000001,1.3432302,1.3594474999999999,1.3660185,1.3648788999999999,1.3531313,1.3302088000000001,1.2999759,1.2660973,1.2305549,1.1951118000000001,1.9737218999999999,1.9949060999999999,1.9937772,1.9786954000000001,1.9524821000000001,1.9237439999999999,1.8879305,1.8515446,1.8142676,1.8831374999999999]
[889,"Ngetta_218_",4,"LOW",0.2861397,0.41965570000000002,1.1220543000000001,1.1962031,1.242156,1.2695425,1.2839099,1.2893939000000001,1.2875947000000001,1.2759947,1.2534852999999999,1.2242333000000001,1.1914537000000001,1.1567767,1.1222147,1.7988118,1.8122973,1.8123955,1.8018204,1.7842486,1.7613645,1.7361382000000001,1.708534,1.6794834999999999,1.7409085]
[890,"Ngetta_221_",6,"HIGH",0.29893209999999998,0.43766280000000002,1.1213202,1.1945163000000001,1.2407680000000001,1.2688538,1.2838693000000001,1.2897689000000001,1.2887508000000001,1.2785356000000001,1.2580302999999999,1.2311987,1.2009647999999999,1.1689468999999999,1.1368077999999999,1.7739168000000001,1.7893095000000001,1.7884447999999999,1.7771596999999999,1.758265,1.7371604,1.7120419,1.6846279,1.6559774,1.7279696]
[891,"Ngetta_208_",8,"HIGH",0.30199389999999998,0.44483279999999997,1.1785581000000001,1.2558423000000001,1.3043448,1.3336608000000001,1.3492421000000001,1.355137,1.353861,1.3423779,1.3197661999999999,1.2902347000000001,1.2570878999999999,1.2218298000000001,1.1866950999999999,1.8960360000000001,1.9116869000000001,1.9121026999999999,1.9004760999999999,1.8800395999999999,1.8564708000000001,1.828133,1.7990999999999999,1.7675392999999999,1.8172870999999999]
[892,"Ngetta_207_",6,"HIGH",0.30506759999999999,0.44657560000000002,1.1500562000000001,1.2226490000000001,1.268661,1.2967458000000001,1.3118143,1.3178761000000001,1.3171415,1.3068271,1.2862368,1.2590805,1.2284504000000001,1.1959690999999999,1.1634648999999999,1.8407335,1.8582525999999999,1.8580064000000001,1.8458793,1.8243923,1.798543,1.7697529999999999,1.7383827999999999,1.7064102000000001,1.7787594]
[893,"Ngetta_207_",7,"HIGH",0.32066260000000002,0.46588459999999998,1.1844195,1.2555130999999999,1.2988024,1.3245237000000001,1.3380584,1.3434161,1.3423289,1.3318460000000001,1.3114235000000001,1.2845717999999999,1.2541138000000001,1.2214468000000001,1.1886146,1.7864608,1.7985452,1.7984217,1.7898722,1.7752147,1.7573377999999999,1.736521,1.7141157,1.6902926,1.7507056000000001]
[894,"Ngetta_207_",7,"HIGH",0.29005059999999999,0.42768220000000001,1.1353930999999999,1.2102408,1.2568474999999999,1.2845548,1.2992444000000001,1.3050523999999999,1.3038334,1.2927561000000001,1.2710505000000001,1.2425717999999999,1.2106924999999999,1.1769308999999999,1.1430804000000001,1.7921878,1.8051037999999999,1.8048903999999999,1.7949629,1.7791383000000001,1.7582675000000001,1.7349815,1.7084904999999999,1.6806519,1.7425482999999999]
[895,"Ngetta_229_",7,"HIGH",0.26955820000000003,0.40262569999999998,1.0936361999999999,1.1731617000000001,1.2247896,1.256659,1.2740529,1.281188,1.2801307,1.2687606,1.2458315,1.2158313999999999,1.1824855000000001,1.1474458999999999,1.1128129,1.9239135999999999,1.9460348000000001,1.9467504,1.9304675,1.9026130000000001,1.8693841,1.8318030000000001,1.7920133,1.751266,1.828859]
[896,"Ngetta_229_",6,"HIGH",0.27551520000000002,0.40787200000000001,1.1008407,1.1791164999999999,1.2289302,1.2590467000000001,1.2751794000000001,1.2816219,1.2803736999999999,1.2689657000000001,1.2460773999999999,1.2161687999999999,1.1829312000000001,1.1480412,1.1134014000000001,1.8480669000000001,1.8652675000000001,1.8659455,1.8525653,1.8313109000000001,1.8048322000000001,1.7754538,1.7435655999999999,1.7096066000000001,1.7818818999999999]
[897,"Ngetta_212_",7,"HIGH",0.27813660000000001,0.41359879999999999,1.1054476,1.1845353999999999,1.2355764,1.2671093,1.2841324999999999,1.2911462,1.2903868999999999,1.2788565000000001,1.2559243,1.2261329000000001,1.1929152000000001,1.157948,1.1234907999999999,1.9112279000000001,1.9338188000000001,1.933108,1.9173579000000001,1.8916588000000001,1.8599051,1.8245324999999999,1.7868099,1.7483799,1.8175277999999999]
[898,"Ngetta_212_",7,"HIGH",0.33684750000000002,0.49386859999999999,1.2931341000000001,1.3651257000000001,1.4082325,1.4333529,1.4466709,1.4518631,1.4504211,1.4394089000000001,1.4181907,1.3898427,1.3575326999999999,1.322595,1.2867894,1.9147616999999999,1.9282702,1.9283882000000001,1.9177557999999999,1.9017614,1.8806982999999999,1.8572725000000001,1.8321673000000001,1.8055766,1.8460916000000001]
[899,"Ngetta_250_",7,"HIGH",0.28027049999999998,0.4166108,1.0953263,1.1733663999999999,1.2238091,1.2549739,1.2719376,1.2788799,1.2783271,1.2676343999999999,1.2462853,1.2178594,1.1861082000000001,1.1526501,1.1196183,1.8351161,1.8537440000000001,1.8543643999999999,1.8411282,1.8191550999999999,1.7917007,1.7613658000000001,1.7286984000000001,1.6950322,1.7743169000000001]
[900,"Ngetta_211_",7,"HIGH",0.33226240000000001,0.4944286,1.3378619,1.4144981000000001,1.4604801000000001,1.4875887999999999,1.5018665,1.5073924000000001,1.5059819000000001,1.4938283000000001,1.4704595,1.4396616,1.4049788000000001,1.3675185000000001,1.3291591,2.0352502000000001,2.0520287000000001,2.0525099999999998,2.0407053999999998,2.0205552999999998,1.9957913,1.9700622999999999,1.9408175000000001,1.9102030000000001,1.9263158]
[901,"Ngetta_239_",8,"HIGH",0.27779939999999997,0.41179510000000003,1.1199684999999999,1.1974826000000001,1.2460878,1.2753477,1.2909367,1.2971519,1.2960343000000001,1.2844534999999999,1.2617445,1.2320374999999999,1.1988061999999999,1.1636169000000001,1.1284932999999999,1.8205568999999999,1.8356600999999999,1.8357325,1.8246652999999999,1.8060014,1.7834774,1.7575155,1.728788,1.6988181,1.7607505000000001]
[902,"Ngetta_239_",7,"HIGH",0.27255439999999997,0.40536169999999999,1.1078323999999999,1.1868101,1.2370000999999999,1.2677292,1.2843249000000001,1.2912668,1.2899734,1.2782416000000001,1.2550570000000001,1.2246471999999999,1.1908753000000001,1.1553015,1.1196535999999999,1.8693930000000001,1.8878954999999999,1.8882563000000001,1.8745033,1.8522438000000001,1.8251233,1.7941674999999999,1.7609618,1.7265824999999999,1.7961707]
[903,"Ngetta_239_",8,"HIGH",0.27999299999999999,0.41312450000000001,1.1143783,1.1901193000000001,1.2373829999999999,1.2657737,1.2807146,1.2865548,1.2849997,1.2733203,1.2508698,1.2214003,1.1885165,1.1537683000000001,1.1190469999999999,1.7893444000000001,1.8013246000000001,1.8010134,1.7903438,1.7736533000000001,1.7536849999999999,1.7303025999999999,1.7035666,1.6752014,1.7362523999999999]
[904,"Ngetta_217_",5.5,"LOW",0.27864909999999998,0.41251840000000001,1.1121163000000001,1.1911973,1.2413816,1.2719587000000001,1.2883623,1.2948328,1.2937224000000001,1.2821096000000001,1.2592802000000001,1.2292445000000001,1.1958323,1.1606164999999999,1.1255645999999999,1.8513727,1.8687748,1.8673708,1.8544632000000001,1.8338323999999999,1.8086888000000001,1.7806754,1.7493373000000001,1.7165207,1.7755346000000001]
[905,"Ngetta_222_",7,"HIGH",0.29056609999999999,0.43699490000000002,1.1988658999999999,1.2798668,1.3305123999999999,1.3611587999999999,1.3774500000000001,1.3837731,1.3824704999999999,1.3701658000000001,1.3459928999999999,1.3144932,1.2793338000000001,1.2419268000000001,1.2046218,1.9644562000000001,1.9831945,1.982502,1.9691703,1.9477443000000001,1.9214506,1.8914736999999999,1.8573789999999999,1.8220744,1.8727564999999999]
[906,"Ngetta_215_",9,"HIGH",0.28229799999999999,0.41932930000000002,1.1278581999999999,1.2081325000000001,1.2594563000000001,1.2911486999999999,1.3081845999999999,1.3153006,1.3140753999999999,1.3021699,1.2787839999999999,1.2480884999999999,1.2140686999999999,1.1781725000000001,1.142555,1.9223918,1.9424326000000001,1.9422203,1.9273020000000001,1.9023015000000001,1.8737229,1.8391588000000001,1.8034626,1.7656696000000001,1.8198171000000001]
[907,"Ngetta_344_",6,"HIGH",0.30049819999999999,0.44370929999999997,1.2007920000000001,1.2814430999999999,1.3325134999999999,1.3639535,1.3811218000000001,1.3884418000000001,1.3877931999999999,1.3764848999999999,1.3533305,1.3227057,1.2879069000000001,1.2508726999999999,1.2138142999999999,1.9597985,1.9794544999999999,1.9808002,1.9679762999999999,1.9463824000000001,1.9195209,1.8888862,1.856743,1.8221008999999999,1.8653044000000001]
[908,"Ngetta_344_",5.5,"LOW",0.29269689999999998,0.43944670000000002,1.2109525000000001,1.2969207,1.3516176,1.3851986999999999,1.4036466000000001,1.4113655000000001,1.4110248000000001,1.3989240000000001,1.3746547,1.3424100000000001,1.3060204,1.2674903,1.2287674,2.0062234000000001,2.0262511000000001,2.0276432,2.0139638999999998,1.9925626999999999,1.9648135,1.9347067,1.9018278,1.8664984,1.9085642]
[909,"Ngetta_319_",7,"HIGH",0.28978019999999999,0.4282263,1.1210755999999999,1.1994981,1.2496168999999999,1.2807360000000001,1.2978190000000001,1.305104,1.3049906,1.2951071999999999,1.2747116999999999,1.2471836000000001,1.2159213,1.1827506000000001,1.1494899999999999,1.7736738999999999,1.7864678000000001,1.7869358,1.7785306000000001,1.7641674000000001,1.7460952000000001,1.7251209999999999,1.7021457,1.676863,1.7356393000000001]
[910,"Ngetta_319_",8,"HIGH",0.28214590000000001,0.41996689999999998,1.1380557,1.2220375999999999,1.2770569000000001,1.3119603,1.3314801000000001,1.3401673000000001,1.3403901,1.3293073,1.3065791,1.2760395,1.2417567,1.2053499999999999,1.1691772,1.9482781,1.9700101999999999,1.9722137,1.959433,1.9354472,1.9055462999999999,1.8732145,1.8380212,1.8001782,1.8594785]
[911,"Ngetta_319_",7,"HIGH",0.28431020000000001,0.42791960000000001,1.1662203,1.2488652,1.3021746000000001,1.3355051,1.3536921,1.361812,1.3616877000000001,1.3506263000000001,1.3281333,1.2983388,1.2642689,1.2281899000000001,1.1920322999999999,1.9409094,1.9623854999999999,1.9657568000000001,1.9530091999999999,1.9295316,1.9014738,1.8706312,1.8358920000000001,1.8011809999999999,1.8495029999999999]
[912,"Ngetta_337_",5,"LOW",0.26400200000000001,0.39889869999999999,1.1071713000000001,1.1929386,1.249239,1.2843491,1.3039080000000001,1.3122476000000001,1.311763,1.2999281,1.2758683,1.2439891000000001,1.2086283,1.1714313999999999,1.1345955000000001,1.9635282000000001,1.9855293000000001,1.9871502999999999,1.9722544,1.9472913999999999,1.9149350000000001,1.8771576000000001,1.8389150999999999,1.7980940000000001,1.857529]
[913,"Ngetta_334_",8,"HIGH",0.2681423,0.4035359,1.1094303999999999,1.1936234999999999,1.248399,1.2826694999999999,1.3014327999999999,1.3092691000000001,1.3087819000000001,1.2971549,1.2737582999999999,1.2426934000000001,1.2079778999999999,1.1714237999999999,1.1354747000000001,1.9393054000000001,1.9621894,1.963641,1.9485667,1.9232971999999999,1.8922505000000001,1.8574816000000001,1.8201860999999999,1.7807922,1.8555531999999999]
[914,"Ngetta_347_",6,"HIGH",0.28703580000000001,0.42297630000000003,1.1099828,1.1889466,1.2400990000000001,1.2722996,1.2901412000000001,1.2979057000000001,1.2978308000000001,1.2877206999999999,1.2666841,1.2383952,1.2065409,1.1728272,1.1393255,1.8402548999999999,1.8588678999999999,1.8602858,1.8479836999999999,1.8275691999999999,1.8016561,1.7731532000000001,1.7417943,1.7092103000000001,1.7740377000000001]
[915,"Ngetta_347_",7,"HIGH",0.28585129999999997,0.42583379999999998,1.1459656,1.2264200000000001,1.2779579999999999,1.3100700000000001,1.3276665999999999,1.3351769,1.334778,1.3237607,1.3014346000000001,1.2716722,1.2381172,1.2025167000000001,1.1670655000000001,1.908536,1.9288419000000001,1.9299853,1.9172536,1.8947612,1.8680787000000001,1.8369476,1.8042011,1.7695277,1.8347093999999999]
[916,"Ngetta_311_",8,"HIGH",0.25889640000000003,0.38884869999999999,1.0665376,1.1509309999999999,1.2068738000000001,1.2424478999999999,1.2624436999999999,1.2711861,1.2711383000000001,1.2599621999999999,1.2369398,1.2063614,1.1723108,1.1365067,1.1010797000000001,1.9165174,1.9402728,1.9432882,1.9267607,1.9011203000000001,1.8681524,1.8321736,1.7928431,1.750985,1.8129569000000001]
[917,"Ngetta_311_",7,"HIGH",0.26399479999999997,0.3964647,1.0747148,1.1585861,1.2143109999999999,1.2496518999999999,1.2695687,1.2783149,1.2785236,1.2676978999999999,1.2452817,1.2153267000000001,1.1816115,1.1463753000000001,1.1115431,1.9200763000000001,1.9440557000000001,1.9453959000000001,1.9292754999999999,1.9034635,1.8709728999999999,1.8350230000000001,1.7949908999999999,1.7537851,1.8186171]
[918,"Ngetta_311_",7,"HIGH",0.2771806,0.41253010000000001,1.1128663000000001,1.1924455,1.2436818999999999,1.2752995,1.2928852,1.3004404000000001,1.2999258,1.2887439999999999,1.2663635,1.2365520000000001,1.2032189,1.1679318000000001,1.1327996,1.8708260999999999,1.8894943,1.8902786,1.8773108000000001,1.8558874999999999,1.8296357000000001,1.7994304999999999,1.7666579,1.7330874000000001,1.7913215]
[919,"Ngetta_330_",6,"HIGH",0.29365059999999998,0.43443759999999998,1.1615815,1.2393118000000001,1.2882438,1.3181080000000001,1.3342787,1.3409958,1.3403544000000001,1.3292953000000001,1.3076620999999999,1.2787818,1.2460926999999999,1.2112917999999999,1.1764702,1.8491336,1.8638018000000001,1.8644639000000001,1.8546720999999999,1.8368002000000001,1.8142571000000001,1.7897278000000001,1.7624869000000001,1.7343198,1.8018662999999999]
[920,"Ngetta_330_",6.5,"HIGH",0.28577740000000001,0.42207080000000002,1.1183113,1.1955534000000001,1.2447916000000001,1.2749931000000001,1.2915713,1.2984287000000001,1.2979210999999999,1.2871789,1.2656179999999999,1.2371217000000001,1.2050928000000001,1.1711568999999999,1.1372663999999999,1.8242877,1.8404457999999999,1.8407382999999999,1.8299434000000001,1.8105869000000001,1.7864004,1.7598161999999999,1.7311642,1.7006581000000001,1.7723688]
[921,"Ngetta_335_",6,"HIGH",0.29929220000000001,0.43786989999999998,1.1432924,1.2177241999999999,1.2644202,1.2927903999999999,1.3080769000000001,1.3144077000000001,1.3137432,1.3032832000000001,1.2822747999999999,1.2544983999999999,1.2230125999999999,1.1895514,1.1558381,1.7999495000000001,1.8147926000000001,1.815671,1.8044678000000001,1.7862712999999999,1.7655764,1.741984,1.7157798,1.6875989,1.7472376999999999]
[922,"Ngetta_335_",6,"HIGH",0.31247069999999999,0.45912579999999997,1.1882189999999999,1.2601966,1.3046844,1.3317816,1.3462839,1.3525022,1.3518983,1.3419722000000001,1.3219304000000001,1.2950946000000001,1.2646743,1.232165,1.1991124,1.795164,1.8081558,1.8090488,1.7998482,1.7853140999999999,1.7669965000000001,1.7460004,1.7232597000000001,1.7000586,1.7527887]
[923,"Ngetta_335_",6,"HIGH",0.2865278,0.42109229999999997,1.1173793999999999,1.1924882999999999,1.2399241000000001,1.268589,1.2839389999999999,1.2901102,1.2893007000000001,1.2785449,1.2571679,1.2287897999999999,1.1968837999999999,1.1630358999999999,1.129173,1.7836331000000001,1.7969415,1.7969594,1.7867892999999999,1.7695106,1.7489573,1.7258971999999999,1.7002820999999999,1.6721163000000001,1.7345060000000001]
[924,"Ngetta_313_",7,"HIGH",0.29881990000000003,0.44048769999999998,1.1889025,1.2676244000000001,1.3165952000000001,1.3457786,1.3613485000000001,1.3673580000000001,1.3660494000000001,1.3545588,1.3316914,1.3017312999999999,1.2677368,1.2316482,1.1954393000000001,1.8724189,1.8868446000000001,1.8878088,1.8763337,1.8591827999999999,1.8378356,1.8130744999999999,1.7866508999999999,1.7583495,1.8096961]
[925,"Ngetta_313_",7,"HIGH",0.28291129999999998,0.41755750000000003,1.1089357,1.1842362,1.2315494,1.2600566,1.2751859000000001,1.2811234,1.2801661,1.2692152000000001,1.247744,1.2194891999999999,1.1877069,1.1540714999999999,1.1205193,1.7582861000000001,1.7707215999999999,1.770049,1.7608935999999999,1.7448566999999999,1.7260362,1.7041042,1.6794070000000001,1.6526316000000001,1.7205163000000001]
[926,"Ngetta_313_",8,"HIGH",0.28358680000000003,0.41823009999999999,1.109483,1.1846601000000001,1.2317662,1.2602513,1.2753878000000001,1.2812823,1.2800910000000001,1.2692348,1.2478511000000001,1.2196092999999999,1.1879282,1.154404,1.1209518999999999,1.7544215000000001,1.7673065999999999,1.7674551000000001,1.7574589,1.7421503,1.7222078999999999,1.7007189,1.6757930999999999,1.6487670000000001,1.7189215]
[927,"Ngetta_313_",7,"HIGH",0.29348059999999998,0.43682759999999998,1.1549201,1.2328143,1.2825291999999999,1.3131188,1.3300509,1.3367567,1.3363204,1.3256508,1.3042473999999999,1.2759335000000001,1.2439633999999999,1.2099409999999999,1.1760718999999999,1.8688092999999999,1.8857664000000001,1.8862506000000001,1.8747130999999999,1.8545138000000001,1.8297232000000001,1.8011189999999999,1.7714977000000001,1.7401226000000001,1.8084922000000001]
[928,"Ngetta_303_",5,"LOW",0.29480980000000001,0.43132189999999998,1.1514994999999999,1.2287496,1.2769047,1.3059491999999999,1.3214513999999999,1.3277711999999999,1.3265785999999999,1.3154402000000001,1.2931792,1.2639753,1.2310616000000001,1.1960226,1.1609655999999999,1.8162608,1.8297424,1.8302465999999999,1.8210017999999999,1.8045408000000001,1.7840798,1.7609543999999999,1.7365132999999999,1.7100550999999999,1.7734258000000001]
[929,"Ngetta_303_",5,"LOW",0.29442499999999999,0.42635489999999998,1.1187354,1.1948283,1.2427840999999999,1.2717208,1.2869271,1.2930892,1.2920636999999999,1.2810817999999999,1.2593529000000001,1.2305899,1.1983572,1.1642834,1.1303211,1.7942777999999999,1.8083563,1.8080201,1.7975072999999999,1.7795094,1.7584835999999999,1.7337967000000001,1.7072489,1.6792317999999999,1.7457510000000001]
[930,"Ngetta_317_",5.5,"LOW",0.36928139999999998,0.53137270000000003,1.4004409,1.4731988,1.5145052999999999,1.5376977999999999,1.5491942999999999,1.5535231,1.5516270000000001,1.5403058999999999,1.5182403,1.4888147,1.4548144000000001,1.4176314000000001,1.3791131999999999,1.9127357,1.9184771,1.9185167999999999,1.9132619,1.9040657000000001,1.8932743999999999,1.8816098000000001,1.8686479,1.8531405999999999,1.8823692999999999]
[931,"Ngetta_317_",5,"LOW",0.38896029999999998,0.57106920000000005,1.5148330999999999,1.5825511999999999,1.619626,1.6400840000000001,1.6504836000000001,1.6545521000000001,1.6528986000000001,1.6428338,1.6231660999999999,1.5966461999999999,1.5652062,1.5299647999999999,1.4923971,1.9679363999999999,1.9744280999999999,1.9752978000000001,1.9709513000000001,1.9610486,1.9508436,1.9412183000000001,1.9283106000000001,1.9164330000000001,1.9370331000000001]
[932,"Ngetta_341_",8,"HIGH",0.27475050000000001,0.4121302,1.1278371,1.2092689999999999,1.2614449999999999,1.2935889,1.3109485999999999,1.3180647000000001,1.3172591,1.3055321,1.2821503999999999,1.2518303,1.2178715,1.1820862000000001,1.1464490000000001,1.9083043,1.9277682,1.9279596999999999,1.9147888,1.8918704,1.8637030999999999,1.8309112999999999,1.7969998,1.7617168000000001,1.820246]
[933,"Ngetta_341_",7.5,"HIGH",0.29833900000000002,0.44101659999999998,1.1369646,1.2111514000000001,1.2584575,1.2873774,1.3032154,1.3098428,1.3092623000000001,1.2989660999999999,1.2785169000000001,1.2514234,1.2209163000000001,1.1885969999999999,1.1563323999999999,1.8196645,1.8356279,1.8359677999999999,1.8245112000000001,1.8040217999999999,1.7802178,1.753341,1.7239705000000001,1.6936308,1.7697149999999999]
[934,"Ngetta_341_",7.5,"HIGH",0.2918637,0.43295450000000002,1.1486928000000001,1.2267329,1.2763849,1.3065294999999999,1.3228325000000001,1.3292997,1.3286355999999999,1.3176638000000001,1.2956019999999999,1.2666674,1.2341755999999999,1.1997955,1.1655449,1.8745225999999999,1.8919516000000001,1.891937,1.8792317999999999,1.8586144,1.8336227,1.8054686,1.7748647,1.7428566999999999,1.8189858999999999]
[935,"Ngetta_309_",7,"HIGH",0.28879389999999999,0.42520079999999999,1.1444592,1.2230861,1.2726938000000001,1.3027173999999999,1.3187954,1.3254976999999999,1.3243601,1.3122967000000001,1.2887267,1.2582914999999999,1.2241116000000001,1.1880541,1.1523466,1.9008311,1.9187940000000001,1.9193735999999999,1.9063774,1.8846669,1.8580337,1.8268161999999999,1.7941636999999999,1.7598225999999999,1.8171982]
[936,"Ngetta_309_",6,"HIGH",0.29857820000000002,0.4383879,1.151087,1.2294897,1.2795992,1.3103050999999999,1.3267956000000001,1.3335418000000001,1.3327112999999999,1.3212039,1.2985287999999999,1.2689573000000001,1.2356948999999999,1.2007384000000001,1.1659534,1.9076934999999999,1.9265083000000001,1.9264840999999999,1.9125335000000001,1.8910589,1.8628726,1.8313358,1.7977555999999999,1.7628069,1.8260437]
[937,"Ngetta_309_",7,"HIGH",0.29034369999999998,0.42840739999999999,1.1211641999999999,1.1957226000000001,1.2433525000000001,1.2726483,1.2885565000000001,1.2951387999999999,1.2944804000000001,1.2840153999999999,1.2629992999999999,1.2353267999999999,1.2040535999999999,1.1708023999999999,1.1378075000000001,1.8223166,1.8403102,1.8403362999999999,1.8266236,1.8059320000000001,1.7811712,1.7532637,1.7232118999999999,1.6921449,1.7572463]
[938,"Ngetta_348_",7,"HIGH",0.27650089999999999,0.4130683,1.1172407,1.1980674,1.2503116999999999,1.2827194,1.3001081999999999,1.3070987000000001,1.3059658999999999,1.2939057,1.2702203999999999,1.239538,1.2054590000000001,1.1695863,1.1342964,1.9328802,1.9548464000000001,1.9559911000000001,1.9399611999999999,1.9133830000000001,1.8821049000000001,1.8467419,1.8083876000000001,1.7691555999999999,1.8434394999999999]
[939,"Ngetta_348_",7,"HIGH",0.2891456,0.42957020000000001,1.1347826000000001,1.2104919999999999,1.259101,1.28918,1.3055778,1.3123571000000001,1.3117907,1.3010765,1.2798277,1.2515601999999999,1.2200186,1.1865193000000001,1.1530049,1.8691282,1.8873868,1.8877581000000001,1.8740973000000001,1.8521805,1.8249055999999999,1.7946498,1.7617583000000001,1.7282934000000001,1.8040733]
[940,"Ngetta_331_",8,"HIGH",0.33563359999999998,0.4961062,1.3123933999999999,1.3843384000000001,1.4275141,1.4529852999999999,1.4663187,1.4715209,1.4702287999999999,1.459298,1.4378325000000001,1.4093703,1.376811,1.3415184,1.3055634,1.9638901,1.9795148,1.9796809,1.9680405000000001,1.9497252,1.9275831000000001,1.9030263000000001,1.8768053,1.8495349000000001,1.8849106]
[941,"Ngetta_331_",8,"HIGH",0.30787589999999998,0.45553949999999999,1.2011244999999999,1.2777548000000001,1.3259706,1.3552051000000001,1.3708271000000001,1.3770952999999999,1.3761186999999999,1.364838,1.3423604,1.3128504000000001,1.2799054000000001,1.2447771000000001,1.2096032999999999,1.9265844000000001,1.9440297,1.9437556,1.9298044000000001,1.9088773999999999,1.8842932999999999,1.8553181999999999,1.8247070000000001,1.7925614999999999,1.8475362]
[942,"Ngetta_345_",7,"HIGH",0.27740330000000002,0.41369840000000002,1.1062623,1.1855644000000001,1.2365302,1.2676772000000001,1.2843173999999999,1.2911187,1.2902061,1.2789432000000001,1.2566128000000001,1.2271352,1.1943883,1.1599172,1.1258725999999999,1.8514554999999999,1.8696336,1.8696271,1.856328,1.8343896,1.8077364,1.7776977,1.7454578999999999,1.7115453,1.7839856000000001]
[943,"Ngetta_345_",7,"HIGH",0.27345710000000001,0.4077942,1.0976186999999999,1.1773203999999999,1.2285151000000001,1.2600374000000001,1.2770802999999999,1.2838852000000001,1.2828982,1.2712057000000001,1.2483223999999999,1.2184858000000001,1.1852533999999999,1.1505889,1.1160718999999999,1.8643383,1.8819817999999999,1.8824732,1.8678003999999999,1.8459190000000001,1.8182505,1.7872075000000001,1.7534381999999999,1.7179253000000001,1.7938371]
[944,"Ngetta_302_",8,"HIGH",0.29903160000000001,0.4409151,1.1486521999999999,1.2251905999999999,1.2740263000000001,1.3041674000000001,1.3202453000000001,1.3266933999999999,1.3258194999999999,1.315053,1.2935532000000001,1.2651365999999999,1.2332509,1.1995142999999999,1.1661098999999999,1.8779565,1.895489,1.8968864999999999,1.8825940000000001,1.8588912,1.8318397,1.8013775000000001,1.7685223000000001,1.7346410999999999,1.818978]
[945,"Ngetta_302_",8,"HIGH",0.3001915,0.44409769999999998,1.1563109,1.2300373,1.2766678,1.3051481,1.3204355999999999,1.3266814,1.3256266000000001,1.3148146000000001,1.2932463999999999,1.2650945,1.2335309999999999,1.2001440999999999,1.1667130999999999,1.8714865000000001,1.8885856999999999,1.8882359,1.8758421000000001,1.8540361999999999,1.8273885999999999,1.7985297,1.7662367999999999,1.7333102,1.7940457999999999]
[946,"Ngetta_302_",7.5,"HIGH",0.26874690000000001,0.39968720000000002,1.0587105999999999,1.1361946000000001,1.1870494,1.2188483000000001,1.2361268999999999,1.2432369000000001,1.2427895,1.2319682999999999,1.2104412,1.1822436999999999,1.1506651999999999,1.1176313,1.0850439000000001,1.8510473999999999,1.8722833000000001,1.8720611,1.8557627999999999,1.8300662000000001,1.7987900999999999,1.7644816999999999,1.7271694,1.6886988000000001,1.7789045999999999]
[947,"Ngetta_301_",7,"HIGH",0.28076820000000002,0.41735630000000001,1.0962242,1.1720035,1.2208805,1.2511094,1.2676826000000001,1.2744901,1.2739619,1.2635974000000001,1.2427467000000001,1.2152604,1.1842862000000001,1.1515565999999999,1.1192023,1.8152219000000001,1.8319786,1.8329599999999999,1.8203419000000001,1.7991552,1.7741918999999999,1.7452034000000001,1.7136822,1.680884,1.7564445]
[948,"Ngetta_301_",8,"HIGH",0.2738641,0.40563909999999997,1.0869762000000001,1.1660018999999999,1.2173136,1.2489467999999999,1.2661085000000001,1.2730081,1.2720754999999999,1.2606169,1.2380203000000001,1.2083193999999999,1.1752963000000001,1.1406685999999999,1.1066628999999999,1.8804059,1.9009303,1.901089,1.8855416,1.8604387,1.8294528000000001,1.7952986,1.7576978999999999,1.7193991,1.8110523999999999]
[949,"Ngetta_301_",8,"HIGH",0.278922,0.4164563,1.1058298,1.1828692999999999,1.2325562999999999,1.2631912000000001,1.2799635,1.2869276000000001,1.2862712999999999,1.2756677000000001,1.2543451999999999,1.2259498,1.1942058,1.160768,1.1276534,1.8435957000000001,1.8623476999999999,1.8622916,1.8483974000000001,1.8261080000000001,1.7976828,1.7666143000000001,1.7335891999999999,1.6999375000000001,1.7744027]
[950,"Ngetta_304_",4.5,"LOW",0.29819869999999998,0.4339208,1.1474238999999999,1.2191375,1.2620137,1.2869421000000001,1.2996019999999999,1.3040406,1.3019377999999999,1.2904239,1.2684522,1.2400036999999999,1.2081659,1.1742417999999999,1.1403084999999999,1.7307067,1.7390443,1.7390509000000001,1.7313612,1.7188403999999999,1.7027448000000001,1.6849531,1.6645932000000001,1.6424605999999999,1.7122796]
[951,"Ngetta_304_",3,"LOW",0.30893280000000001,0.44941730000000002,1.1535089000000001,1.2227283,1.2646208999999999,1.2889098999999999,1.3014136999999999,1.3059647000000001,1.3042191999999999,1.2934209999999999,1.272904,1.2461641999999999,1.2158252000000001,1.1836599999999999,1.1513405000000001,1.7076370000000001,1.7161887,1.7151921000000001,1.7074168999999999,1.6955174,1.6806308999999999,1.6630073000000001,1.6441703000000001,1.623853,1.6904935999999999]
[952,"Ngetta_322_",6,"HIGH",0.28867419999999999,0.4230158,1.1330047000000001,1.2057209,1.2502416000000001,1.2764793999999999,1.2899531,1.2948587,1.2929368000000001,1.2810330000000001,1.2589686,1.2304033000000001,1.1982501000000001,1.1641471000000001,1.1299456000000001,1.7606474999999999,1.7719727999999999,1.7713516,1.761609,1.746459,1.7267766,1.7047577,1.6807007,1.6547685000000001,1.7148771]
[953,"Ngetta_322_",6,"HIGH",0.27653810000000001,0.4085762,1.0835667,1.1567023000000001,1.2026789,1.2304375000000001,1.2449359,1.2507917,1.2492989999999999,1.2382508999999999,1.2169302,1.1890991,1.1580192,1.125176,1.0926518000000001,1.7443815,1.7592106000000001,1.7592835,1.7483394000000001,1.7298011,1.7068099000000001,1.6820526,1.6547689000000001,1.6258090999999999,1.6933024999999999]
[954,"Ngetta_328_",8,"HIGH",0.2875105,0.42226170000000002,1.1400976,1.2161378,1.2628619999999999,1.2905047000000001,1.3046062,1.309796,1.3078567999999999,1.2955353000000001,1.2722613,1.2419682000000001,1.2081645999999999,1.1724652,1.1369894,1.8093241,1.8214528999999999,1.8208721999999999,1.8107039,1.7945111,1.7744085999999999,1.7504888000000001,1.7240175,1.6959995000000001,1.7527363]
[955,"Ngetta_328_",8,"HIGH",0.27283390000000002,0.40585769999999999,1.0948365,1.1696013999999999,1.2162984999999999,1.2443062,1.2587858000000001,1.2642696,1.2628231999999999,1.2516037,1.2297411,1.2013545999999999,1.1698099,1.1363403000000001,1.1030778999999999,1.7550682,1.7682012,1.7673261,1.7558528,1.7383046,1.7186079000000001,1.6945561,1.6678754,1.6401455,1.7175298000000001]
[956,"Ngetta_48_1",6,"HIGH",0.26152910000000001,0.39385740000000002,1.0561578,1.1332655,1.1825521999999999,1.2127163000000001,1.2287105,1.235085,1.2343150000000001,1.2237719,1.2026775000000001,1.1750194,1.1440693,1.1114367000000001,1.0793409,1.7530817000000001,1.7677754000000001,1.7678269,1.7568423,1.7383554999999999,1.7152212,1.6890124,1.6600431,1.6299169,1.7197677]
[957,"Ngetta_157_",5,"LOW",0.30230410000000002,0.44470569999999998,1.1837386000000001,1.2639910000000001,1.314767,1.3459616000000001,1.3631035,1.3705273,1.3702136,1.3595518,1.3376375,1.3081039000000001,1.2744552,1.2386819,1.2026511,1.8844612000000001,1.9012678000000001,1.9035428999999999,1.8935040000000001,1.8751234999999999,1.8521334,1.8260681999999999,1.7984123000000001,1.7695186999999999,1.8277433999999999]
[958,"Ngetta_100_",5,"LOW",0.38727840000000002,0.56360849999999996,1.4918624,1.5644872000000001,1.6044229999999999,1.6259995,1.6367834999999999,1.6411529,1.6395028,1.6283228000000001,1.6071886,1.5785302999999999,1.544894,1.5074015000000001,1.4679135999999999,1.9461434,1.9512506999999999,1.9503474000000001,1.9471096999999999,1.941349,1.9329635999999999,1.9238373,1.9132739000000001,1.9024249,1.9508097]
[959,"Ngetta_218_",5,"LOW",0.29843530000000001,0.4363937,1.1373192999999999,1.2100943,1.2550093,1.2817593,1.2957612999999999,1.3012916999999999,1.2996000999999999,1.2885580999999999,1.2670756999999999,1.2390242,1.2074361,1.1739331,1.1404487999999999,1.7713432,1.7832422000000001,1.7832616999999999,1.7739799999999999,1.7583162999999999,1.7385790000000001,1.7165689,1.6929029,1.6673800000000001,1.7303634000000001]
[960,"Ngetta_190_",6,"HIGH",0.29379230000000001,0.43469869999999999,1.1414869999999999,1.2173555,1.2655776000000001,1.2951052000000001,1.3113668000000001,1.3184381000000001,1.3181354999999999,1.3081716999999999,1.2877356,1.2599822000000001,1.2286539000000001,1.1953402,1.1617833,1.7977337,1.8145292,1.8153629,1.805167,1.7882511999999999,1.7666968999999999,1.7430515,1.7174678000000001,1.6905568,1.7486233]
[961,"Ngetta_193_",6,"HIGH",0.3041548,0.44447629999999999,1.1444099999999999,1.2210909999999999,1.2694814999999999,1.2989982,1.3150455999999999,1.3217714,1.3211758,1.3108388,1.2899274999999999,1.2621834999999999,1.2307075000000001,1.1975117,1.164204,1.7987816000000001,1.8123902000000001,1.8124271999999999,1.8026074000000001,1.7864232,1.767136,1.7446096,1.7203248,1.69398,1.7619553999999999]
[962,"Ngetta_136_",5,"LOW",0.27548440000000002,0.41927449999999999,1.1857225,1.2683553000000001,1.3201041,1.3516474000000001,1.368752,1.3756508999999999,1.3744936999999999,1.3618796,1.3369614999999999,1.3044572000000001,1.2681016000000001,1.2294801,1.1909244999999999,1.9855613999999999,2.0053657999999999,2.0059108999999999,1.9924983000000001,1.9695529000000001,1.9397039,1.9067738999999999,1.8720621,1.8352799,1.8638659]
[963,"Ngetta_330_",5,"LOW",0.30478509999999998,0.45050109999999999,1.2099981,1.2871269000000001,1.3348049,1.3636136999999999,1.3793238000000001,1.3857546000000001,1.3847970999999999,1.3737699999999999,1.3517452000000001,1.3224336999999999,1.2892615000000001,1.2536957,1.2177289,1.8877211,1.9028826999999999,1.9044276,1.8942785,1.8758758,1.8542548000000001,1.8294368000000001,1.8026751999999999,1.7732368000000001,1.8242531]
[964,"Ngetta_229_",7.5,"HIGH",0.28489340000000002,0.4219676,1.1161593999999999,1.1928854,1.2416505,1.2711846,1.2870854,1.2935144999999999,1.2924952999999999,1.2813399000000001,1.2593764999999999,1.2304302,1.1980907999999999,1.1640903,1.1302015999999999,1.8443532,1.8610282,1.8611073,1.8484495999999999,1.8279609999999999,1.8023096000000001,1.7737882,1.7421685,1.7093092999999999,1.786424]
[965,"Ngetta_231_",8,"HIGH",0.28696709999999997,0.42468539999999999,1.1340077,1.2085163999999999,1.2552325,1.2834559999999999,1.2984500000000001,1.3046006000000001,1.3036546,1.2929995000000001,1.2717658000000001,1.2437301999999999,1.2120507,1.1784148000000001,1.1445646,1.7977110000000001,1.8129705,1.8129636,1.8014178999999999,1.7830003000000001,1.7608790000000001,1.7357035000000001,1.7086098999999999,1.6800512999999999,1.7446207]
[966,"Ngetta_53_3",8,"HIGH",0.29651759999999999,0.44509860000000001,1.176679,1.2509675,1.2983579999999999,1.3272759999999999,1.3432185999999999,1.3498821000000001,1.3493363,1.338956,1.3175844000000001,1.2894804,1.2579581,1.2242279,1.1903440999999999,1.898023,1.9178343,1.9184146,1.9039172,1.8806049,1.8528344999999999,1.8222493,1.7896768999999999,1.7564527999999999,1.8123340999999999]
[967,"Ngetta_326_",6,"HIGH",0.3159883,0.47008529999999998,1.2602911000000001,1.3363702,1.3832275000000001,1.4115766999999999,1.4269049,1.4336062999999999,1.432992,1.4219843999999999,1.3998444999999999,1.3704329,1.3367524,1.3005905,1.2636715999999999,1.9571061999999999,1.9754217000000001,1.9768292999999999,1.9636563,1.9437909,1.9194962,1.8919764999999999,1.8627231,1.8328911999999999,1.8568286000000001]
[968,"Ngetta_225_",3,"LOW",0.31164069999999999,0.44953290000000001,1.1634549000000001,1.236205,1.2806989,1.3072368999999999,1.3212558999999999,1.3266529,1.3253982,1.3147519999999999,1.2935194999999999,1.2655113,1.2340167,1.2002843999999999,1.1662197000000001,1.7623432000000001,1.7732638000000001,1.7730602,1.7653563999999999,1.7515478,1.7344875,1.7156711,1.6949873,1.6721857,1.7297335]
[969,"Ngetta_173_",8,"HIGH",0.27430939999999998,0.40624139999999997,1.0834794999999999,1.1624494000000001,1.2132543,1.2443947,1.2614057999999999,1.2684858000000001,1.2679585,1.2569486000000001,1.2350321,1.2060093000000001,1.1734719,1.1391423000000001,1.1051089000000001,1.8094918,1.8269569000000001,1.8275919,1.8151035,1.7947842000000001,1.7702324,1.7424082999999999,1.7120538000000001,1.6801018999999999,1.7410994]
[970,"Ngetta_110_",8,"HIGH",0.29471340000000001,0.44075700000000001,1.1695799,1.2480624,1.2974863000000001,1.3278977999999999,1.344622,1.3518873,1.3517588,1.3415022000000001,1.3203486,1.2918974000000001,1.2597513,1.2252057999999999,1.1905452999999999,1.8491006999999999,1.8653283000000001,1.8669089000000001,1.8559186000000001,1.8381737,1.8162205,1.7909955,1.7640005000000001,1.7360772,1.7869900000000001]
[971,"Ngetta_18_1",7,"HIGH",0.39174569999999997,0.58403130000000003,1.612036,1.6911579000000001,1.7343687000000001,1.7580813,1.7694460999999999,1.7735467,1.7714623,1.7590516,1.7347106999999999,1.7027142,1.6649065000000001,1.6225902999999999,1.5784748,2.1481306999999998,2.1559681999999998,2.1557301999999998,2.1497771999999999,2.1389368000000002,2.1263702000000002,2.1109357000000002,2.0952324999999998,2.0782440000000002,2.0716627000000001]
[972,"Ngetta_32_3",8,"HIGH",0.27992889999999998,0.42178549999999998,1.1557012,1.2328942000000001,1.2808477,1.3094736,1.3242685000000001,1.3298432,1.3282411999999999,1.3166802,1.2942719,1.2646371999999999,1.2315499999999999,1.1966000000000001,1.1615200000000001,1.8371861,1.8519398,1.8501406,1.8383434999999999,1.8201324000000001,1.7982282999999999,1.7726909,1.7446603999999999,1.7155412000000001,1.7795105]
[973,"Ngetta_120_",8,"HIGH",0.2559497,0.3901,1.0709031,1.1516751999999999,1.2045794999999999,1.2377448,1.2559457999999999,1.2639047999999999,1.2637845999999999,1.2529809000000001,1.2306819,1.2011352,1.1682049999999999,1.1334983000000001,1.0992036000000001,1.8889518999999999,1.9122117000000001,1.9136384,1.897038,1.870204,1.8386305999999999,1.8024137,1.7640266,1.7231597000000001,1.7995471000000001]
[974,"Ngetta_31_2",5,"LOW",0.26233459999999997,0.39411289999999999,1.0736349000000001,1.1527419000000001,1.2032989999999999,1.2340583000000001,1.2505288999999999,1.2570543999999999,1.2560842999999999,1.2449942000000001,1.2227154,1.1934212,1.1608871999999999,1.1267087,1.0928599999999999,1.7805012,1.7949212999999999,1.7949812000000001,1.7833167000000001,1.7661321999999999,1.7438589,1.7185261000000001,1.6903163000000001,1.6603935000000001,1.7340477999999999]
[975,"Ngetta_75_3",5,"LOW",0.25014310000000001,0.38503660000000001,1.0997007000000001,1.1844745999999999,1.2393567999999999,1.2732696999999999,1.2918875000000001,1.2997000000000001,1.2988138,1.2865499,1.2619733,1.2298005000000001,1.1939390999999999,1.1563829999999999,1.119381,1.9692205,1.9946832999999999,1.9949924000000001,1.9775655000000001,1.9486969000000001,1.9139280000000001,1.8764851,1.8348424000000001,1.7924727,1.843426]
[976,"Ngetta_349_",7,"HIGH",0.28529379999999999,0.42515019999999998,1.1438352000000001,1.2201166000000001,1.2679663999999999,1.2968090000000001,1.3120147,1.3178816,1.316397,1.3046404,1.2818152,1.2522412999999999,1.2194138000000001,1.1845977000000001,1.1500226,1.8579288,1.8732183,1.8732774999999999,1.8601852999999999,1.8389864,1.8134110999999999,1.7856451,1.7541496999999999,1.7217704,1.7911161]
[977,"Ngetta_124_",6,"HIGH",0.28578880000000001,0.4272069,1.1948327999999999,1.2753471999999999,1.3254615000000001,1.3555349000000001,1.3718302,1.3785673000000001,1.3775139999999999,1.3654736000000001,1.3421023000000001,1.3110929,1.2760552000000001,1.2386022999999999,1.2010272,1.9319218,1.9500279,1.9514260999999999,1.9384946999999999,1.9156009000000001,1.8908023,1.8621185,1.8302031000000001,1.7978832,1.8543826000000001]
[978,"Ngetta_29_1",7,"HIGH",0.27434019999999998,0.40746739999999998,1.1217686,1.2001419,1.2487337999999999,1.2776881,1.2926868,1.2982001000000001,1.2966367000000001,1.2846096,1.2612312000000001,1.2307762,1.1967703000000001,1.1608579000000001,1.1250898,1.7935665999999999,1.8061853999999999,1.8058103000000001,1.7960997000000001,1.7799845000000001,1.7610806999999999,1.7384797000000001,1.712256,1.6853498,1.7551665000000001]
[979,"Ngetta_48_2",4,"LOW",0.27446939999999997,0.41155629999999999,1.0930995999999999,1.1678945000000001,1.2150049999999999,1.2433323999999999,1.2583508000000001,1.2642279999999999,1.2632246,1.2528353000000001,1.2324242999999999,1.2055012000000001,1.1749925999999999,1.1427503000000001,1.1106290000000001,1.7268509000000001,1.7389787000000001,1.7386162999999999,1.7292337,1.7139205,1.6951383,1.6733606000000001,1.6496232,1.6236330000000001,1.6971233999999999]
[980,"Ngetta_09_1",6,"HIGH",0.25524059999999998,0.3897601,1.0823478,1.1633605,1.2160949999999999,1.248963,1.2667455999999999,1.273976,1.2731539999999999,1.2616305000000001,1.2386999000000001,1.2084684000000001,1.1746866,1.1393359999999999,1.1043723999999999,1.9055641000000001,1.9290413,1.9294899000000001,1.9125432,1.885286,1.8529755000000001,1.8159354000000001,1.7770532000000001,1.7365739,1.8098741]
[981,"Ngetta_118_",8,"HIGH",0.25498680000000001,0.38730880000000001,1.0681263999999999,1.1484752,1.2014716000000001,1.2348688999999999,1.2534373999999999,1.2614327999999999,1.2610507,1.2499777000000001,1.2274187000000001,1.1975804999999999,1.1641946999999999,1.1291074999999999,1.0944282000000001,1.9232126,1.9506749000000001,1.9520111,1.9314872999999999,1.9011015,1.8643973,1.8242723000000001,1.7816041,1.7377225000000001,1.8077523]
[982,"Ngetta_180_",8,"HIGH",0.29060360000000002,0.42974309999999999,1.124492,1.2013303,1.2499526999999999,1.2796536999999999,1.2956334,1.3022465000000001,1.3018794,1.2917978999999999,1.2712791000000001,1.2436450999999999,1.2123523,1.1792024000000001,1.1461823,1.7675555000000001,1.7808474000000001,1.7810025,1.7720237999999999,1.7565071999999999,1.7372538,1.7160105999999999,1.6916494,1.6658809999999999,1.7303857]
[983,"Ngetta_177_",5,"LOW",0.27179389999999998,0.40547040000000001,1.0754728,1.1543688999999999,1.2064457,1.2393244999999999,1.2578583000000001,1.2661821,1.2663257000000001,1.2563205,1.2351567999999999,1.2069209000000001,1.1753422,1.1419096,1.1087104000000001,1.8449335,1.8680646000000001,1.8704909999999999,1.8564585,1.832093,1.8026743999999999,1.7699847,1.7353848999999999,1.6992645,1.7663144]
[984,"Ngetta_199_",6,"HIGH",0.29996129999999999,0.44090430000000003,1.1350142000000001,1.2124358,1.2623008,1.2934523,1.3110835999999999,1.3189256,1.3189887,1.309504,1.2893348,1.2619866,1.2309076999999999,1.1977766000000001,1.1646202000000001,1.8131621,1.8291307999999999,1.8304758999999999,1.8207504000000001,1.8040278000000001,1.7837160000000001,1.7594196,1.7327306,1.7048525999999999,1.7719221000000001]
[985,"Ngetta_196_",5,"LOW",0.29572739999999997,0.43431419999999998,1.1579169,1.2369513999999999,1.2864367000000001,1.3164145,1.3329389,1.3401312999999999,1.3396710999999999,1.3288268000000001,1.3070322000000001,1.2778004000000001,1.2447485,1.2093921999999999,1.1737994,1.8218945,1.8359839,1.8377304000000001,1.8290466000000001,1.8128537,1.793339,1.7715993999999999,1.7472137000000001,1.7212624999999999,1.7642518]
[986,"Ngetta_278_",4,"LOW",0.31180550000000001,0.45764349999999998,1.1729065000000001,1.2441873999999999,1.2893038000000001,1.3172549,1.332749,1.33927,1.3392093,1.3297528999999999,1.3101328999999999,1.2838544000000001,1.2541122,1.2217216,1.1889613000000001,1.8281799999999999,1.8469232,1.8481863000000001,1.8361293000000001,1.8169379000000001,1.7933923000000001,1.7683169999999999,1.7406018000000001,1.7121725999999999,1.7901298000000001]
[987,"Ngetta_142_",8,"HIGH",0.27040920000000002,0.41443970000000002,1.1887684000000001,1.2740640999999999,1.3279593999999999,1.3606985,1.3784767,1.3855389,1.3842276,1.3713648000000001,1.3461175000000001,1.3128723,1.2757137000000001,1.2363644,1.1970546,1.9981108000000001,2.0183656000000001,2.0187558999999999,2.0042483999999998,1.9804333000000001,1.9519002000000001,1.9203534,1.8843141999999999,1.8464928,1.8932571]
[988,"Ngetta_111_",8,"HIGH",0.26103480000000001,0.39991500000000002,1.1296986,1.2126701,1.2661978,1.2995494999999999,1.3180628999999999,1.3259533999999999,1.3252938000000001,1.3135475000000001,1.2894851000000001,1.2579699,1.2226832999999999,1.1852716999999999,1.1482648,1.9677068,1.9906790999999999,1.9932202999999999,1.9778382000000001,1.9503443,1.9168022,1.8797109999999999,1.8410896000000001,1.8004427000000001,1.8395300000000001]
[989,"Ngetta_47_2",7,"HIGH",0.26905380000000001,0.4097826,1.1397983,1.2198133,1.2708231000000001,1.301904,1.3184966,1.3251310999999999,1.3237612999999999,1.3114134,1.2874437999999999,1.2562521,1.2215259000000001,1.1850383,1.1489117,1.9580058,1.9806292000000001,1.9814029,1.9643781,1.9356544,1.901456,1.8623053000000001,1.8226420999999999,1.7816736,1.8236205999999999]
[990,"Ngetta_242_",7,"HIGH",0.29714970000000002,0.43433569999999999,1.1294177000000001,1.2054243,1.2530513000000001,1.2815006,1.2964491,1.3023612,1.3011596999999999,1.2901316,1.268597,1.2401878,1.2084975,1.1749721,1.1415639,1.7852608000000001,1.7970908000000001,1.7962868000000001,1.7864213,1.7708254999999999,1.7518197,1.729584,1.7047728,1.6780307999999999,1.7423404]
[991,"Ngetta_210_",7,"HIGH",0.30524440000000003,0.45532889999999998,1.2270945,1.3075756000000001,1.3579625,1.3884695,1.4046882000000001,1.4112210999999999,1.4097822,1.3973358,1.3732371000000001,1.3415908999999999,1.3062720999999999,1.2690315000000001,1.2316994999999999,2.0205746000000002,2.0401158000000001,2.0414031000000001,2.0256338,2.0027311000000001,1.9735708000000001,1.9397825,1.9053643,1.8682647999999999,1.9116458000000001]
[992,"Ngetta_161_",8,"HIGH",0.29181030000000002,0.43363689999999999,1.1449822000000001,1.2229985999999999,1.2733449999999999,1.3046951,1.3219985000000001,1.3293733999999999,1.3289317,1.3177577,1.2958483999999999,1.2666088,1.2336024999999999,1.1988983,1.1641519,1.9216654,1.9443897999999999,1.9462531999999999,1.9308443,1.9059154,1.8751589,1.8409818,1.8052238,1.7678138999999999,1.8234338999999999]
[993,"Ngetta_135_",6,"HIGH",0.30230059999999997,0.45231640000000001,1.2154054999999999,1.2913722999999999,1.3380312000000001,1.3663201,1.381901,1.3886510999999999,1.3882722000000001,1.3782354999999999,1.3572766999999999,1.3290796,1.2969382,1.2620323,1.2265071000000001,1.8688070000000001,1.8839216000000001,1.8856896999999999,1.8768959999999999,1.8591386000000001,1.8382806,1.8158569,1.7903058999999999,1.7629945,1.8068207999999999]
[994,"Ngetta_337_",5,"LOW",0.28345680000000001,0.42270390000000002,1.1238617,1.2030263999999999,1.2545192000000001,1.2866696,1.3044233000000001,1.3122423000000001,1.3118103999999999,1.3007082000000001,1.2780031999999999,1.2483242000000001,1.214933,1.1797853,1.1448109,1.9220828000000001,1.9447601000000001,1.9473689000000001,1.9323558000000001,1.907626,1.8755402999999999,1.8403322,1.8031604000000001,1.7651113,1.8166883]
[995,"Ngetta_241_",6,"HIGH",0.27290300000000001,0.40537260000000003,1.0850441,1.1643399999999999,1.21567,1.2476065999999999,1.2649524999999999,1.2721524,1.2717185,1.2610151999999999,1.239511,1.2108257,1.1785938,1.1447016000000001,1.1110675000000001,1.8213269999999999,1.8383311,1.8391629,1.8270626000000001,1.8067917,1.7816708000000001,1.7522580999999999,1.7214670999999999,1.6890848000000001,1.7545857]
[996,"Ngetta_331_",8,"HIGH",0.30430170000000001,0.45199859999999997,1.2022847999999999,1.2780522999999999,1.3255954000000001,1.3542814000000001,1.3696520000000001,1.3758998,1.3747874,1.3637944,1.341987,1.3130145,1.2803502,1.2455826999999999,1.2106923999999999,1.9209509,1.9386912999999999,1.9397331,1.9269152000000001,1.9050497,1.8798828000000001,1.8515971,1.8204495999999999,1.7882959,1.8454345000000001]
[997,"Ngetta_317_",5,"LOW",0.4053486,0.58548310000000003,1.4957978999999999,1.5591387999999999,1.5928823999999999,1.6110017000000001,1.6199391999999999,1.6230743000000001,1.6216223999999999,1.6116769,1.5929008,1.5678713,1.5379407,1.5043747000000001,1.4686828000000001,1.8788834999999999,1.8818572,1.8820524999999999,1.8788971000000001,1.8753572000000001,1.869375,1.8624217999999999,1.8550013000000001,1.8466136,1.8830043000000001]
[998,"Ngetta_152_",7,"HIGH",0.27474019999999999,0.41091519999999998,1.0958173,1.1751995,1.2270346000000001,1.2594190999999999,1.2775202000000001,1.2850355,1.2848108,1.2741184000000001,1.2524812999999999,1.2236402,1.191208,1.1570480999999999,1.1231933000000001,1.8711184999999999,1.8922501,1.8942093,1.8786392000000001,1.8547400999999999,1.8244476000000001,1.7911433000000001,1.7566397,1.7198559,1.785882]
[999,"Ngetta_40_2",8,"HIGH",0.31677050000000001,0.46936020000000001,1.2537574,1.3296018000000001,1.3753123,1.4019518,1.4159104,1.4212750999999999,1.4197462000000001,1.4082494000000001,1.3859509999999999,1.3566149000000001,1.3231356999999999,1.2870827,1.2506036,1.8745413,1.8853536,1.8865399,1.8787665,1.8645282000000001,1.8470054,1.82629,1.8044013999999999,1.7805089000000001,1.8381069000000001]
[1000,"Ngetta_172_",6,"HIGH",0.28683570000000003,0.43274639999999998,1.1638831000000001,1.2403063000000001,1.2886077,1.3181125,1.3341594999999999,1.3408815000000001,1.3402704000000001,1.3299532000000001,1.3091372999999999,1.2813650000000001,1.2501388,1.2165752999999999,1.1828133000000001,1.8496344,1.8664254,1.8670903000000001,1.8548998000000001,1.8351862000000001,1.8119681999999999,1.7855593999999999,1.7571870999999999,1.7268034000000001,1.7970991999999999]
[1001,"Ngetta_69_1",8,"HIGH",0.29083900000000001,0.4436756,1.2291037,1.3118855,1.3640162,1.3960676999999999,1.4135439000000001,1.4208856999999999,1.4203300000000001,1.4085634,1.3849317000000001,1.3532757,1.3177222,1.2798640999999999,1.2417104000000001,2.0244122,2.0440383,2.0442607000000002,2.0297399,2.0059977,1.9755682000000001,1.9435916,1.9088118999999999,1.8729575000000001,1.9043985999999999]
[1002,"Ngetta_326_",6,"HIGH",0.2980102,0.44155660000000002,1.1846658000000001,1.2610687,1.3089929,1.3385575000000001,1.3546100999999999,1.3613162000000001,1.360808,1.3497674,1.3278992000000001,1.2985393000000001,1.2653585999999999,1.2298486,1.1942416,1.9172013000000001,1.9372195000000001,1.938428,1.9247179000000001,1.9020861,1.8756588999999999,1.8453557,1.8120018,1.7789028,1.8261556999999999]
[1003,"Ngetta_82_2",6,"HIGH",0.28025030000000001,0.41961730000000003,1.1326871999999999,1.2083788,1.2552597999999999,1.2834654999999999,1.2987017999999999,1.3049468,1.3040446999999999,1.2931817000000001,1.2718668,1.2436167,1.2113402,1.1769308000000001,1.1425282999999999,1.7676299,1.7805424000000001,1.7806184,1.7717949,1.7572935999999999,1.7388787999999999,1.717822,1.6949765999999999,1.6696044000000001,1.718545]
[1004,"Ngetta_242_",6,"HIGH",0.30244330000000003,0.44692490000000001,1.1651978000000001,1.2392578999999999,1.2852787999999999,1.3127972999999999,1.3274003000000001,1.3333836999999999,1.3322115000000001,1.3218977000000001,1.3013979,1.2742906000000001,1.2434244000000001,1.2105178999999999,1.177451,1.7882932,1.8008584999999999,1.8009683999999999,1.7921003,1.7758369000000001,1.7570235000000001,1.7356651999999999,1.7114784000000001,1.6861368000000001,1.7542297]
[1005,"Ngetta_211_",6,"HIGH",0.31964369999999998,0.47533370000000003,1.251706,1.3249348000000001,1.3703662999999999,1.3981638000000001,1.4130967000000001,1.4191472999999999,1.4182649000000001,1.4075578,1.3861049000000001,1.3580947999999999,1.3263111000000001,1.2923131000000001,1.2579381000000001,1.9645360999999999,1.9824078999999999,1.9825778000000001,1.9699389,1.9485443,1.9214107,1.8906126000000001,1.8593782000000001,1.8279033,1.8550787]
[1006,"Ngetta_305_",7,"HIGH",0.25765850000000001,0.39150740000000001,1.1129795,1.1945015000000001,1.2458787,1.2769377,1.2932839,1.2992284999999999,1.2974954999999999,1.2844720999999999,1.2599156,1.22811,1.1928338999999999,1.1556573000000001,1.1189431000000001,1.8863451,1.9034108999999999,1.9027289999999999,1.8895097999999999,1.8670138000000001,1.8386426,1.8082132,1.7755898000000001,1.7402536,1.8007896999999999]
[1007,"Ngetta_305_",7,"HIGH",0.26106210000000002,0.39546819999999999,1.0910280000000001,1.1679280000000001,1.2170240000000001,1.2472095000000001,1.2635717,1.2701157000000001,1.2689235999999999,1.2572762,1.2345084,1.2049475000000001,1.1720587,1.1373272000000001,1.1031207000000001,1.8570880000000001,1.8770909,1.8782350000000001,1.8629789000000001,1.8380472999999999,1.8082130000000001,1.7752559999999999,1.7400982,1.7033023,1.7740966]
[1008,"Ngetta_288_",7,"HIGH",0.28137709999999999,0.42223949999999999,1.1356367000000001,1.2198340000000001,1.2750280000000001,1.3101041,1.3299136,1.3390455000000001,1.3396558999999999,1.3291668000000001,1.3069967,1.2769876,1.2430224000000001,1.2070976,1.1713518999999999,1.9434206000000001,1.965659,1.9691335000000001,1.9572423999999999,1.9338682,1.9060025,1.8742038999999999,1.8392222,1.8031222,1.8496332]
[1009,"Ngetta_107_",7.5,"HIGH",0.2402184,0.36954720000000002,1.0468987999999999,1.1309773000000001,1.1864882000000001,1.2213387,1.2404288000000001,1.2483097000000001,1.2476535,1.2359475,1.2121706000000001,1.1808562,1.1462591,1.1100745999999999,1.0745971000000001,1.9392866,1.9654134999999999,1.9662595,1.9474802,1.9161471000000001,1.8794698999999999,1.8377199,1.7933545,1.7480233000000001,1.8332181999999999]
[1010,"Ngetta_98_1",5,"LOW",0.29882700000000001,0.4495905,1.2237275999999999,1.2977866,1.342328,1.3687745,1.3828942,1.3889189,1.3880374,1.3776799,1.3570673,1.3293059,1.2972205999999999,1.2625858000000001,1.2273992,1.8000917000000001,1.810729,1.8114399999999999,1.8038567999999999,1.7920635,1.7767236,1.7590903,1.7389272,1.7178405999999999,1.7660286000000001]
[1011,"Ngetta_135_",5,"LOW",0.29691509999999999,0.4381717,1.1564970000000001,1.2338134999999999,1.2823739000000001,1.3120855,1.3285861000000001,1.335591,1.3353013,1.324854,1.3036452999999999,1.2753954000000001,1.2434604,1.2091818000000001,1.1745454,1.79826,1.8116933,1.8133337,1.8051637,1.7910534,1.7725384,1.7517506,1.7289692000000001,1.7042055,1.7591517999999999]
[1012,"Ngetta_211_",6,"HIGH",0.40261249999999998,0.58655199999999996,1.5929438,1.6706795000000001,1.7136446000000001,1.7367665999999999,1.748472,1.7533439,1.7512528999999999,1.7392904,1.7157524,1.684183,1.6473222999999999,1.6058223,1.5626545000000001,2.1340759,2.1429162000000002,2.1423665999999999,2.1370486999999998,2.1258743,2.1132555000000002,2.0999165,2.0830019000000002,2.0672019000000001,2.0547589999999998]
[1013,"Ngetta_05_2",7,"HIGH",0.28031810000000001,0.4175393,1.1419082,1.2185214,1.2656556000000001,1.2935824,1.3080118000000001,1.3134048,1.3116380999999999,1.2996114000000001,1.2767248,1.2467364999999999,1.2132236000000001,1.1776631,1.1421703999999999,1.8065803,1.8190451000000001,1.8180126999999999,1.8074287,1.7903975000000001,1.7688683999999999,1.7459433,1.7207148999999999,1.6927222,1.7442124999999999]
[1014,"Ngetta_118_",8,"HIGH",0.25608140000000001,0.39419110000000002,1.1037208000000001,1.1847532000000001,1.2370383,1.2692508,1.2870216000000001,1.2941942,1.2934322,1.2819978000000001,1.2591886999999999,1.2290759,1.1951995,1.1594705999999999,1.124112,1.9034218000000001,1.9258112999999999,1.9275358,1.9110936999999999,1.8857005,1.8548541000000001,1.8209385,1.7841195999999999,1.7457478,1.8139596]
[1015,"Ngetta_20_1",8,"HIGH",0.28121370000000001,0.41843239999999998,1.1209586,1.1963835,1.2431455,1.2710273000000001,1.2857774,1.2914916000000001,1.2899324999999999,1.2787223000000001,1.2569741000000001,1.2283704,1.1964520000000001,1.1625681999999999,1.1287545000000001,1.7657995,1.7777436,1.7775429,1.7676383,1.7515746000000001,1.7309999,1.7083092,1.6838960999999999,1.6575365,1.7175697000000001]
[1016,"Ngetta_251_",8,"HIGH",0.33592050000000001,0.4887534,1.2774508,1.3512272999999999,1.3948286000000001,1.4200215,1.4330833000000001,1.4380668000000001,1.4365992999999999,1.4258344999999999,1.4042412,1.3754512000000001,1.3429878,1.3076871999999999,1.2714776000000001,1.8316049999999999,1.8406906999999999,1.840703,1.8344223,1.8238029,1.8099859,1.7940503000000001,1.7765763999999999,1.7582028999999999,1.7941046]
[1017,"Ngetta_47_1",7,"HIGH",0.27228170000000002,0.41356540000000003,1.1562892,1.2370410000000001,1.2879434000000001,1.3185349,1.3345855,1.3409153,1.3391964000000001,1.3264163,1.3016067,1.2695502000000001,1.2339416000000001,1.1962999999999999,1.1590889,1.965492,1.9882386000000001,1.9886904999999999,1.9715976,1.9449147,1.9122915,1.8763835,1.8379364,1.7988367999999999,1.8384326]
[1018,"Ngetta_303_",7,"HIGH",0.28509440000000003,0.41881940000000001,1.1016092,1.1776646,1.226002,1.2556787,1.271541,1.2779366000000001,1.2771672999999999,1.2666063000000001,1.2452778,1.2171780999999999,1.185656,1.1522190999999999,1.1190487,1.7822458999999999,1.7964373,1.7963785000000001,1.7868184,1.7689773,1.7469112,1.7224014000000001,1.6949970999999999,1.6658252,1.7426879]
[1019,"Ngetta_85_2",6,"HIGH",0.2968209,0.44004379999999998,1.1700165,1.2458667999999999,1.2922560999999999,1.319971,1.3346393999999999,1.3404658,1.3395212000000001,1.3285891000000001,1.3069685,1.2781669,1.2456757000000001,1.2107213999999999,1.1755688,1.7792406000000001,1.7899518999999999,1.7905637000000001,1.7839898999999999,1.7700567,1.7543614999999999,1.7361339,1.7147387999999999,1.6920607000000001,1.7517480999999999]
[1020,"Ngetta_98_3",7,"HIGH",0.32100669999999998,0.4760665,1.2589657000000001,1.333169,1.3778545,1.4040622,1.4182710999999999,1.4241819,1.4232942,1.4130967000000001,1.3926611,1.365272,1.3337125999999999,1.2995380999999999,1.2647037999999999,1.8206453,1.8301228,1.8315056999999999,1.8238847,1.8113224999999999,1.7980484999999999,1.7816415000000001,1.7635651000000001,1.7438902000000001,1.8042077000000001]
[1021,"Ngetta_190_",7.5,"HIGH",0.2701847,0.40601029999999999,1.1055746,1.1887251999999999,1.2429454,1.2769505999999999,1.2958693999999999,1.3039035000000001,1.3037719999999999,1.2926867,1.2698012999999999,1.2393867000000001,1.2052311,1.1690731000000001,1.1333818,1.9078283,1.9292119999999999,1.9310198000000001,1.9169734,1.8943908,1.8657386,1.8334575,1.7982825,1.7611957,1.8246969]
[1022,"Ngetta_202_",7,"HIGH",0.27957130000000002,0.41652489999999998,1.1191789999999999,1.1982983,1.2494183999999999,1.2812904000000001,1.2988065,1.3063498,1.3060689999999999,1.2951063,1.2727736999999999,1.2432586999999999,1.2100111,1.1748517999999999,1.1398773,1.9030005999999999,1.9250399,1.9272753,1.9132874,1.8892561999999999,1.8598697,1.8257842,1.7896445000000001,1.7529961000000001,1.8039508]
[1023,"Ngetta_250_",7,"HIGH",0.28307379999999999,0.41869309999999998,1.0950173999999999,1.1721545,1.2220800999999999,1.2529166,1.2698531,1.276842,1.2763610000000001,1.2658563,1.2446511,1.2166064000000001,1.1850703,1.1519288999999999,1.1189891999999999,1.8295435,1.8484163,1.8496408,1.8360056,1.8135296999999999,1.7859068,1.7553091000000001,1.7224915999999999,1.6885774,1.7694737]
[1024,"Ngetta_183_",8,"HIGH",0.27248640000000002,0.40500190000000003,1.087777,1.1680765,1.2204467000000001,1.2530380000000001,1.271237,1.2787618999999999,1.2783062000000001,1.2672224999999999,1.2443765,1.2143581000000001,1.1809194000000001,1.1456732999999999,1.1107918000000001,1.8990860000000001,1.9222432,1.9236287000000001,1.9061971,1.8788042,1.8463862,1.8100901,1.7709223000000001,1.7309865,1.8013159000000001]
[1025,"Ngetta_57_3",6.5,"HIGH",0.28845969999999999,0.43807639999999998,1.2047672,1.2831786000000001,1.3315687,1.3605654,1.375982,1.382355,1.3816694,1.3709136,1.3491606,1.3202311,1.2871604000000001,1.2515255999999999,1.2154505,1.8587283999999999,1.8733758,1.8739505000000001,1.8644387,1.8484491999999999,1.8286534999999999,1.8058386,1.7799883999999999,1.7536588,1.7901499999999999]
[1026,"Ngetta_232_",8,"HIGH",0.2984559,0.43547269999999999,1.1283521999999999,1.2002744999999999,1.2445611999999999,1.2707478999999999,1.2845299999999999,1.2897631000000001,1.2884793999999999,1.2776759,1.2567375999999999,1.2290722999999999,1.1982028,1.1653522999999999,1.1323318,1.7312391,1.7409129999999999,1.741287,1.7334845999999999,1.7190026,1.7018894,1.6824508,1.6606333,1.6369323,1.7038527000000001]
[1027,"Ngetta_194_",6,"HIGH",0.3402404,0.50228110000000004,1.3055045999999999,1.3802939999999999,1.4269963999999999,1.4557138999999999,1.4713773999999999,1.4779621000000001,1.4775712000000001,1.4674563,1.4466604999999999,1.4184433999999999,1.3863167999999999,1.3515645999999999,1.3161745,2.0176430000000001,2.0393667,2.0389311000000001,2.0254761999999999,2.0023401000000001,1.9753951999999999,1.9440687000000001,1.9114675999999999,1.8792234999999999,1.9167015999999999]
[1028,"Ngetta_159_",5,"LOW",0.26961030000000002,0.4109217,1.1236192,1.2054539,1.2587729000000001,1.2921701999999999,1.310616,1.3184655000000001,1.3180875999999999,1.3070664000000001,1.2844213,1.2544706000000001,1.2207603,1.1853153000000001,1.1500386,1.9451115999999999,1.9691436,1.9712015000000001,1.9545268,1.9264748,1.8933859,1.8566885,1.8167897,1.7769307000000001,1.8443607]
[1029,"Ngetta_348_",6.5,"HIGH",0.30904809999999999,0.45676020000000001,1.2130605000000001,1.2855128,1.3293803,1.3552579,1.3690211999999999,1.3745079,1.3730625999999999,1.3623562,1.3412577000000001,1.3133878999999999,1.2817073000000001,1.2477316000000001,1.2132400999999999,1.8095616000000001,1.8211425999999999,1.8219164999999999,1.8130094000000001,1.7987869999999999,1.7807533,1.7611886999999999,1.7391220000000001,1.7163010999999999,1.7638615]
[1030,"Ngetta_30_2",4.5,"LOW",0.28042220000000001,0.41455690000000001,1.1314077,1.2067927000000001,1.2529173,1.2801943,1.2943969,1.2995082,1.2978425,1.2860396999999999,1.2632201000000001,1.2336115000000001,1.2004121999999999,1.1653009999999999,1.1300924999999999,1.7705302000000001,1.7816664,1.7818003,1.7732823,1.7590604999999999,1.7406497000000001,1.7197331,1.6960645000000001,1.6714693,1.7282782000000001]
[1031,"Ngetta_291_",7.5,"HIGH",0.30336459999999998,0.44441180000000002,1.1523048,1.2280127000000001,1.2761563,1.3061053,1.3229594,1.3306427000000001,1.3310196000000001,1.3216851999999999,1.3020537999999999,1.2754289999999999,1.2449507,1.2120922000000001,1.1788582999999999,1.7989687999999999,1.8143027,1.8159293999999999,1.8073467999999999,1.7907858999999999,1.7714638,1.748804,1.7246007999999999,1.698428,1.7512102000000001]
[1032,"Ngetta_112_",5.5,"LOW",0.28894579999999997,0.42632510000000001,1.1678451000000001,1.2442156,1.2903519000000001,1.3174547999999999,1.3316276,1.3370652999999999,1.3352402000000001,1.3232394000000001,1.3001940999999999,1.2701875,1.2363887,1.2002573000000001,1.1637824999999999,1.7909040000000001,1.8010235000000001,1.8012831,1.7930412,1.7797862,1.7628615999999999,1.7433444,1.7205195,1.6980238000000001,1.7464907000000001]
[1033,"Ngetta_214_",7,"HIGH",0.3394489,0.50152079999999999,1.3132674,1.3875816000000001,1.4333012000000001,1.4607209000000001,1.4755678000000001,1.4817513,1.4808049999999999,1.4700648000000001,1.4486573,1.4204353999999999,1.3881466,1.3531209,1.317329,1.9945211,2.0109935000000001,2.0116798999999999,2.0010593000000001,1.9805514,1.9572263000000001,1.9298663,1.9009936000000001,1.8720664,1.9122994]
[1034,"Ngetta_177_",6,"HIGH",0.28427370000000002,0.4218325,1.1155545,1.1921632,1.2411635000000001,1.2715414,1.2882935,1.2955650999999999,1.2952857,1.2852134,1.2644496000000001,1.2365390000000001,1.2049791999999999,1.1713469999999999,1.1377356999999999,1.7919814999999999,1.8082319,1.8093847999999999,1.7985036000000001,1.7803176999999999,1.7574646,1.7324063000000001,1.7050911,1.6759843999999999,1.7407538]
[1035,"Ngetta_120_",8,"HIGH",0.24262819999999999,0.37511319999999998,1.0771614,1.1632366000000001,1.2196343999999999,1.2549471999999999,1.2745846999999999,1.2830330999999999,1.2828199,1.2710865,1.2469049999999999,1.2150589999999999,1.1795808999999999,1.1422572,1.1055189000000001,1.9687428,1.9951760000000001,1.9961332000000001,1.9779215000000001,1.9481406999999999,1.9125072000000001,1.8729047000000001,1.8297368000000001,1.7860339000000001,1.8558154]
[1036,"B17-143-1",6,"HIGH",0.28746159999999998,0.4275506,1.1249863,1.2075119000000001,1.2619081999999999,1.2965131999999999,1.3165336000000001,1.3261270999999999,1.3274068999999999,1.3184559,1.2984663000000001,1.2708508000000001,1.2393681000000001,1.2057323,1.1719393,1.8196585000000001,1.8339785,1.8364130000000001,1.8290808999999999,1.8147774999999999,1.7963587000000001,1.7742811000000001,1.7501279000000001,1.7242508000000001,1.7911054]
[1037,"B17-143-2",6,"HIGH",0.29801620000000001,0.44440229999999997,1.1522129999999999,1.2300424999999999,1.2805268999999999,1.3124062999999999,1.3310872,1.3401449999999999,1.3414716,1.3331782999999999,1.3146652999999999,1.2893161,1.2600169000000001,1.228084,1.1957234999999999,1.765841,1.7781045,1.7805116000000001,1.7739718,1.7629075000000001,1.7477635,1.7306227999999999,1.7108239000000001,1.6891632000000001,1.7515491999999999]
[1038,"B17-143-3",6,"HIGH",0.29956359999999999,0.45567190000000002,1.2033632000000001,1.2816727999999999,1.3321668,1.3641677000000001,1.3829947,1.3919982,1.3933766999999999,1.3850183,1.3662605000000001,1.3403590000000001,1.3100672,1.2772593000000001,1.2436261,1.8445495000000001,1.8605847,1.8632097999999999,1.8555120000000001,1.8415695000000001,1.8243465000000001,1.8034357999999999,1.7809381,1.7573095999999999,1.7979417]
[1039,"B14-141-1",6,"HIGH",0.28581220000000002,0.42596210000000001,1.1061087000000001,1.1846563999999999,1.2365352000000001,1.2697917000000001,1.2892303000000001,1.2987149,1.3001883999999999,1.2919976,1.2736111999999999,1.2480804000000001,1.2186611000000001,1.1870871000000001,1.1552172000000001,1.7591686,1.7746674,1.7775183999999999,1.7698153999999999,1.7558959000000001,1.7378559,1.7169547000000001,1.6944524999999999,1.669686,1.7342721000000001]
[1040,"B14-141-2",6,"HIGH",0.28534369999999998,0.42863319999999999,1.1189758000000001,1.1968449000000001,1.2482462000000001,1.2812490000000001,1.3006918000000001,1.3101783,1.3117471999999999,1.3035831,1.2852736,1.2598338,1.2305831,1.1990556999999999,1.1671446999999999,1.7902967000000001,1.8082691,1.811177,1.8023951,1.7864732000000001,1.7665256,1.7430353000000001,1.7181881999999999,1.6917111,1.7519259]
[1041,"B14-141-3",6,"HIGH",0.27265709999999999,0.4102384,1.0895211,1.1702049000000001,1.2236351000000001,1.2580655999999999,1.2783228,1.2882054999999999,1.2899590999999999,1.2815884,1.262475,1.2361271,1.2058800000000001,1.1734154999999999,1.1406726,1.7728567,1.7889564,1.7917539,1.7843473000000001,1.7701889,1.7516379,1.7296062000000001,1.7055619,1.6799219999999999,1.7402092]
[1042,"B17-144-1",6,"HIGH",0.26318839999999999,0.39885189999999998,1.0474203,1.1285457999999999,1.1834863,1.2191476999999999,1.2400715,1.2500943,1.2519332000000001,1.2441126,1.2259842999999999,1.2007977000000001,1.1717086000000001,1.140584,1.1095854999999999,1.7339983000000001,1.7506176,1.7537855,1.7456615,1.7311126999999999,1.7122025000000001,1.6901393,1.6652256999999999,1.6385613999999999,1.7255223]
[1043,"B17-144-2",6,"HIGH",0.29028920000000002,0.42927120000000002,1.1014565000000001,1.1794658,1.2310128,1.2638830999999999,1.2830176,1.2921946,1.2938396000000001,1.2858981,1.2679889,1.2433137999999999,1.2148631999999999,1.1843523,1.1533811,1.7299871,1.7433858,1.7456924,1.7393558,1.7264476,1.7111691,1.6927975,1.6720628,1.6493979999999999,1.7197157000000001]
[1044,"B17-144-3",5,"LOW",0.26995089999999999,0.40675309999999998,1.0789245000000001,1.1579832000000001,1.2101731,1.2437507000000001,1.2635261,1.272953,1.2743392,1.2657498,1.2465432999999999,1.2202755999999999,1.1901842,1.1578961999999999,1.1254782999999999,1.7522869999999999,1.7681924,1.7710193000000001,1.7632083999999999,1.7486516999999999,1.7303879,1.7086775999999999,1.6846140999999999,1.6589370000000001,1.7212985000000001]
[1045,"B14-102-1",5,"LOW",0.27645740000000002,0.41693000000000002,1.1104381999999999,1.1908521999999999,1.2438412999999999,1.2779081000000001,1.2978875999999999,1.3074949,1.3090198,1.3000179999999999,1.2800294000000001,1.2528528999999999,1.2216179,1.1882273999999999,1.1545209999999999,1.8116711000000001,1.8300046999999999,1.8328371000000001,1.8238125999999999,1.8072870999999999,1.7856913000000001,1.761822,1.7349422000000001,1.7066842,1.7579564999999999]
[1046,"B14-102-2",6,"HIGH",0.28142800000000001,0.41892400000000002,1.0891310000000001,1.1707163,1.2255088000000001,1.2610539000000001,1.2820457000000001,1.2922389999999999,1.2939712999999999,1.2854791999999999,1.2660728000000001,1.2394263999999999,1.2089801,1.1764866,1.1438599,1.8048289,1.8227799,1.8261107999999999,1.8172237,1.8005925,1.7796451,1.7550573,1.727617,1.6985307999999999,1.7656807999999999]
[1047,"B14-102-3",6,"HIGH",0.28864509999999999,0.43409710000000001,1.1437752999999999,1.2268116,1.2817297000000001,1.3170558999999999,1.3377779000000001,1.3479125000000001,1.3494112,1.340452,1.3202366999999999,1.2924498,1.2605295000000001,1.2262986,1.1919523000000001,1.8516269000000001,1.8672975999999999,1.8706057,1.8628397000000001,1.8482809,1.8286111,1.8060322,1.7806602,1.7537863,1.8132514]
[1048,"B14-111-1",6,"HIGH",0.29088510000000001,0.43629800000000002,1.1543279,1.2365922,1.2905120999999999,1.3249408,1.3450742,1.354827,1.3561517999999999,1.3474089,1.3277242,1.3005635,1.2693509000000001,1.2358393999999999,1.2019036000000001,1.8288705000000001,1.8437488,1.8459909000000001,1.8385984,1.8246803,1.8072638999999999,1.7861376,1.7637953,1.7387109999999999,1.7992121000000001]
[1049,"B14-111-2",5,"LOW",0.27287539999999999,0.41307820000000001,1.0867429,1.1660657000000001,1.2188498000000001,1.2529847999999999,1.2730153,1.2827200999999999,1.2842832,1.2756974999999999,1.2564111,1.2299221,1.1996289,1.1671928,1.1346115000000001,1.7770461,1.7933017,1.7957911,1.7874364,1.7724127000000001,1.7530965999999999,1.7299310999999999,1.7043623000000001,1.6767061000000001,1.732782]
[1050,"B14-111-3",5,"LOW",0.26882610000000001,0.40706730000000002,1.0551006000000001,1.1304045,1.1803105,1.2124512000000001,1.2313597999999999,1.2405755999999999,1.2422496000000001,1.2346556,1.2171869,1.1930970000000001,1.1652765,1.1353198,1.1050825,1.6872948000000001,1.7026631999999999,1.7052559,1.6979386999999999,1.6840314000000001,1.6661724,1.6460971,1.6239276,1.5998728,1.6642489]
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{"sheet":"PLS-DA10","index":1,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:41:22"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.4053486,0.28438190429616123,2.1070611246882007E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.58655199999999996,0.42562227404021946,2.723964877206593E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1274255436928688,6.6698908528575587E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2057919590493613,6.6114836992364298E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2567283560329046,6.4676675772657094E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2888849725776965,6.3346895689948196E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3072127270566731,6.2395900831262716E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3155902254113356,6.1836040531958285E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.316084119104203,6.145526411730131E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.306429369012797,6.1005177880628508E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2860033005484457,6.0450576182724841E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2584858067641689,5.9822564835722944E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6649065000000001,1.227191035557587,5.9049989514755499E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6225902999999999,1.193761294606946,5.8057673019012504E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.5784748,1.1601644310786106,5.6860046881018859E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8193572466179173,8.0052220994653811E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8362691133455213,8.2262241902009897E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8380745442413173,8.2244344054903912E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8280611378427811,8.044941733041483E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.810566792230349,7.7662694198557078E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.78876802285192,7.4677903247336919E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7638702648080433,7.1747619696374984E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7367055744972577,6.9130917726010488E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7080533008226706,6.6935187227758888E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7678013411334541,5.9784447903552113E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",520,520,47.531992687385738]
[null,"","LOW",574,574,52.468007312614262]
[null,"Class","HIGH",520,520,47.531992687385738]
[null,"","LOW",574,574,52.468007312614262]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.44888640000000002,0.28666625468085083,2.2900478870821212E-2]
[null,"1165",470,0,470,0.3717763,0.6634042,0.42854836829787235,3.0051137620727586E-2]
[null,"1403",470,0,470,0.98416879999999995,1.6085881,1.1309884836170196,7.1879898245309201E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6659248,1.2088290706382985,7.0849886578219112E-2]
[null,"1420",470,0,470,1.1153899,1.6991563999999999,1.2593574748936178,6.8979338032699136E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7191601999999999,1.2912613236170207,6.7274447267700974E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7306178999999999,1.3094712195744678,6.6055194024468328E-2]
[null,"1445.5",470,0,470,1.1813072,1.7363831999999999,1.3178353138297874,6.5333220486026869E-2]
[null,"1454",470,0,470,1.1833969,1.737195,1.3184037297872333,6.4880361350576995E-2]
[null,"1462.5",470,0,470,1.1762925,1.7317397999999999,1.3089211831914893,6.44509620228257E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7184261000000001,1.2887698327659562,6.4018892299034486E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6993611,1.2615598912765962,6.3550723889079772E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6759485999999999,1.2305626819148956,6.2960251868804606E-2]
[null,"1496.5",470,0,470,1.078436,1.6490628000000001,1.1973947714893616,6.214896606081817E-2]
[null,"1505",470,0,470,1.0491938999999999,1.6198372999999999,1.1640023955319152,6.1108239831701168E-2]
[null,"1913",470,0,470,1.6373757,2.0698973999999999,1.8134176125531922,7.9032283992400726E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.0844488000000001,1.8301357957446798,8.0999671701487516E-2]
[null,"1930",470,0,470,1.6550658,2.0864726999999998,1.8319920195744683,8.0934606790627861E-2]
[null,"1938.5",470,0,470,1.6482393,2.0783459999999998,1.8222434399999989,7.9234867733702918E-2]
[null,"1947",470,0,470,1.6351035,2.0656793000000002,1.8051334644680852,7.6663418302614639E-2]
[null,"1955.5",470,0,470,1.6188452,2.0509941999999999,1.7838373559574465,7.3916434503362077E-2]
[null,"1964",470,0,470,1.5993453,2.0334903999999998,1.7595046778723409,7.1210921353423273E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0159576000000001,1.7328964421276594,6.8797982705485802E-2]
[null,"1981",470,0,470,1.5550659,1.9984149,1.7048823755319156,6.6898738500183158E-2]
[null,"2491",470,0,470,1.6219298,1.9941416999999999,1.7642131436170216,6.0370793326633351E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",218,218,46.382978723404257]
[null,"","LOW",252,252,53.617021276595743]
[null,"Class","HIGH",218,218,46.382978723404257]
[null,"","LOW",252,252,53.617021276595743]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.9902031975707386,0.87544351895129346,0.85826893904372148,0.84466559349725068,0.83457973160680554,0.82821368172931842,0.82515770747937012,0.82501014477735701,0.8287845143755701,0.83641883633741265,0.84592732210177157,0.85553704457739799,0.8646791424647482,0.87286152204211065,0.24364287499350831,0.21488244257233174,0.21131693473272203,0.22669979662196063,0.25553782855620172,0.29385918345301976,0.33939992051701634,0.39031001653897196,0.44360264047714787,0.38064282193975368,6.9905475969938749E-2,-6.9905475969938957E-2,6.9905475969938749E-2,-6.9905475969938957E-2]
[null,"1165",0.9902031975707386,1,0.91021386554663664,0.89584151917150034,0.88500995585854603,0.87736174320432558,0.87289908814093931,0.87113375959220707,0.87182975943740726,0.87616885144830903,0.8840992881075499,0.89361059001020737,0.90305751721710381,0.9119455506848928,0.91983808319084193,0.30088418819266138,0.2726085427378398,0.26971415883102334,0.28593797555091383,0.31563494101206679,0.35473863080434637,0.40088573267557442,0.4521136672415797,0.50547134909759761,0.44039924218767823,6.4232043795127258E-2,-6.4232043795127231E-2,6.4232043795127258E-2,-6.4232043795127231E-2]
[null,"1403",0.87544351895129346,0.91021386554663664,1,0.99878482408638203,0.99589113722683908,0.9922350534302472,0.9887064910746125,0.98598414886683272,0.98422083026063345,0.98317159963317835,0.98245396305028898,0.98163230667743884,0.98028217934069062,0.9782198574572557,0.97555676253708368,0.57646003740233631,0.54735277156264794,0.54330975199630382,0.55843989289362062,0.58632553476550897,0.62236237184787035,0.66385998629831666,0.70822311025724338,0.75256190033707293,0.69449247145298387,0.13781350166131437,-0.1378135016613144,0.13781350166131437,-0.1378135016613144]
[null,"1411.5",0.85826893904372148,0.89584151917150034,0.99878482408638203,1,0.99909407974307696,0.99693860953480684,0.99440315128156986,0.99222222843313979,0.99064979639590633,0.98941801224135406,0.98811468855649631,0.98644090206073987,0.98414762949015477,0.98112111649878642,0.97754173460822213,0.60492996450814251,0.57628913001162207,0.57248763495883304,0.58772645161077131,0.61551791196704253,0.6512355769650594,0.69214861250871806,0.73559855395902818,0.77871820417979087,0.72238331439201908,0.14058665617718374,-0.14058665617718363,0.14058665617718374,-0.14058665617718363]
[null,"1420",0.84466559349725068,0.88500995585854603,0.99589113722683908,0.99909407974307696,1,0.99933927084211838,0.99789039786758149,0.99638048884300112,0.9951429376547779,0.99394916379230946,0.99238699538925357,0.99024130095198959,0.98739396927153955,0.98379535312874511,0.97967418756818037,0.62741274812545833,0.59941905347477109,0.59595831812416622,0.61132580899974587,0.63903245954854904,0.67444509461466062,0.71481790470612572,0.75745882901776374,0.79953198671269154,0.74441191508935445,0.13898204778267018,-0.13898204778267029,0.13898204778267018,-0.13898204778267029]
[null,"1428.5",0.83457973160680554,0.87736174320432558,0.9922350534302472,0.99693860953480684,0.99933927084211838,1,0.99957610471736313,0.99874822775616334,0.99790652162876003,0.99689598050636374,0.9953203080573787,0.99300259987457795,0.98991182130663968,0.98605024456459933,0.98167625225592159,0.64278356592880403,0.61544922320820949,0.61235997842744438,0.62788591329089538,0.65556989488473749,0.6907789124303606,0.73076915170439183,0.77283362655026677,0.81416646296106188,0.7596166906662517,0.13444767461622556,-0.13444767461622548,0.13444767461622556,-0.13444767461622548]
[null,"1437",0.82821368172931842,0.87289908814093931,0.9887064910746125,0.99440315128156986,0.99789039786758149,0.99957610471736313,1,0.99977274405968575,0.99931974514221844,0.99857431413270237,0.99716148470675126,0.99490349422912649,0.99181510774551818,0.98793451003614718,0.98353290487145284,0.65070015795536407,0.62390547869206159,0.62115986831386649,0.63687477230770662,0.66462979613762652,0.69979325008665538,0.73963236664969623,0.78143277645789166,0.82241290867026917,0.76781523017884523,0.12855801321802954,-0.12855801321802951,0.12855801321802954,-0.12855801321802951]
[null,"1445.5",0.82515770747937012,0.87113375959220707,0.98598414886683272,0.99222222843313979,0.99638048884300112,0.99874822775616334,0.99977274405968575,1,0.99986832201499387,0.99939518077340206,0.99822519880219251,0.99615581473828163,0.99321575523601968,0.98946335545897846,0.98517104122421362,0.6528410077190564,0.62641086634330623,0.6239333034345057,0.63983481723547841,0.66772117365929429,0.70296139219148779,0.74283514117481075,0.78462546264020017,0.82556554626462708,0.77055748072517605,0.12291536413198033,-0.12291536413198036,0.12291536413198033,-0.12291536413198036]
[null,"1454",0.82501014477735701,0.87182975943740726,0.98422083026063345,0.99064979639590633,0.9951429376547779,0.99790652162876003,0.99931974514221844,0.99986832201499387,1,0.9998059741706552,0.9989449051309055,0.99716871970616772,0.99449615291191917,0.99099238487110319,0.98692225807261102,0.65048478908618257,0.62426136772612728,0.62198619754421736,0.63807689310347382,0.66615272755575827,0.70158362980109523,0.74165833950866522,0.7836601423299544,0.82482650416516412,0.76921482691063303,0.11811476086385382,-0.11811476086385388,0.11811476086385382,-0.11811476086385388]
[null,"1462.5",0.8287845143755701,0.87616885144830903,0.98317159963317835,0.98941801224135406,0.99394916379230946,0.99689598050636374,0.99857431413270237,0.99939518077340206,0.9998059741706552,1,0.99964236374380822,0.99839840440442018,0.99624244647181182,0.99323344215329157,0.9896154313136647,0.64177909087317009,0.6156357503388793,0.61354949646353896,0.62989610906026983,0.65829694793273197,0.69412534346906396,0.73467677773332341,0.77723921426945353,0.81904412309436603,0.76245460878582383,0.11276126726526035,-0.11276126726526044,0.11276126726526035,-0.11276126726526044]
[null,"1471",0.83641883633741265,0.8840992881075499,0.98245396305028898,0.98811468855649631,0.99238699538925357,0.9953203080573787,0.99716148470675126,0.99822519880219251,0.9989449051309055,0.99964236374380822,1,0.99954801440371965,0.99817851999340657,0.99593333807140505,0.99302012109896842,0.6262853366946397,0.60011401425765898,0.59820975333835591,0.61487515109196822,0.64373151042611121,0.68015395940778534,0.72144798192541293,0.76491292284795365,0.80776419843573188,0.74976973117945978,0.1060728286880602,-0.10607282868806019,0.1060728286880602,-0.10607282868806019]
[null,"1479.5",0.84592732210177157,0.89361059001020737,0.98163230667743884,0.98644090206073987,0.99024130095198959,0.99300259987457795,0.99490349422912649,0.99615581473828163,0.99716871970616772,0.99839840440442018,0.99954801440371965,1,0.99953857009859504,0.99818195544673394,0.99609370293341581,0.60709954626635665,0.58083644092756026,0.57908539204658938,0.59606385297665021,0.62539979703986648,0.66246916527623201,0.70459165095909237,0.74908422747500769,0.79314368484471054,0.73359525637381373,9.8899699211665373E-2,-9.8899699211665207E-2,9.8899699211665373E-2,-9.8899699211665207E-2]
[null,"1488",0.85553704457739799,0.90305751721710381,0.98028217934069062,0.98414762949015477,0.98739396927153955,0.98991182130663968,0.99181510774551818,0.99321575523601968,0.99449615291191917,0.99624244647181182,0.99817851999340657,0.99953857009859504,1,0.9995504274045115,0.99830812166930116,0.58708926660125649,0.56073251648139244,0.55911256559145717,0.57636732484339193,0.60613816920063124,0.64380755522497457,0.68671129416181853,0.73218963306978591,0.77742224874572918,0.71644224824280545,9.2124061881817182E-2,-9.2124061881817113E-2,9.2124061881817182E-2,-9.2124061881817113E-2]
[null,"1496.5",0.8646791424647482,0.9119455506848928,0.9782198574572557,0.98112111649878642,0.98379535312874511,0.98605024456459933,0.98793451003614718,0.98946335545897846,0.99099238487110319,0.99323344215329157,0.99593333807140505,0.99818195544673394,0.9995504274045115,1,0.9996006461381608,0.56715894952621482,0.54073447611413394,0.5392324863985406,0.55672140471855847,0.58686750381348951,0.62506371021688545,0.66866392402543373,0.71503780521382621,0.76134982317092337,0.69913239233061975,8.5707787646024616E-2,-8.570778764602463E-2,8.5707787646024616E-2,-8.570778764602463E-2]
[null,"1505",0.87286152204211065,0.91983808319084193,0.97555676253708368,0.97754173460822213,0.97967418756818037,0.98167625225592159,0.98353290487145284,0.98517104122421362,0.98692225807261102,0.9896154313136647,0.99302012109896842,0.99609370293341581,0.99830812166930116,0.9996006461381608,1,0.54851464300114861,0.5220555368724995,0.52065593996439596,0.53832920704010567,0.56877355402038465,0.60739897108374352,0.65157594158862109,0.69870661309880211,0.74594491983101652,0.68276801344405769,7.9961941161390868E-2,-7.9961941161390798E-2,7.9961941161390868E-2,-7.9961941161390798E-2]
[null,"1913",0.24364287499350831,0.30088418819266138,0.57646003740233631,0.60492996450814251,0.62741274812545833,0.64278356592880403,0.65070015795536407,0.6528410077190564,0.65048478908618257,0.64177909087317009,0.6262853366946397,0.60709954626635665,0.58708926660125649,0.56715894952621482,0.54851464300114861,1,0.99915182790361723,0.99869781998401608,0.99899293305452397,0.99853943607027729,0.99571171557604965,0.98899051465563592,0.97726672682557181,0.95992906768323749,0.97109673048014544,0.19956820473034143,-0.19956820473034131,0.19956820473034143,-0.19956820473034131]
[null,"1921.5",0.21488244257233174,0.2726085427378398,0.54735277156264794,0.57628913001162207,0.59941905347477109,0.61544922320820949,0.62390547869206159,0.62641086634330623,0.62426136772612728,0.6156357503388793,0.60011401425765898,0.58083644092756026,0.56073251648139244,0.54073447611413394,0.5220555368724995,0.99915182790361723,1,0.99989183063900167,0.99950750175247149,0.99770846478661723,0.99307777047565182,0.98420654006697927,0.97011817080106133,0.95032567032107595,0.9635574228698186,0.19554520800946457,-0.19554520800946437,0.19554520800946457,-0.19554520800946437]
[null,"1930",0.21131693473272203,0.26971415883102334,0.54330975199630382,0.57248763495883304,0.59595831812416622,0.61235997842744438,0.62115986831386649,0.6239333034345057,0.62198619754421736,0.61354949646353896,0.59820975333835591,0.57908539204658938,0.55911256559145717,0.5392324863985406,0.52065593996439596,0.99869781998401608,0.99989183063900167,1,0.99967471293264654,0.99785355320208624,0.99314415913282084,0.98415416821141544,0.96991872689311809,0.94996946591075138,0.96297619338984275,0.19192940246993107,-0.19192940246993132,0.19192940246993107,-0.19192940246993132]
[null,"1938.5",0.22669979662196063,0.28593797555091383,0.55843989289362062,0.58772645161077131,0.61132580899974587,0.62788591329089538,0.63687477230770662,0.63983481723547841,0.63807689310347382,0.62989610906026983,0.61487515109196822,0.59606385297665021,0.57636732484339193,0.55672140471855847,0.53832920704010567,0.99899293305452397,0.99950750175247149,0.99967471293264654,1,0.99916126271113448,0.99568501387395025,0.98812113589656725,0.97542361623067297,0.95705820028074551,0.96819770232249003,0.18906451893270518,-0.18906451893270509,0.18906451893270518,-0.18906451893270509]
[null,"1947",0.25553782855620172,0.31563494101206679,0.58632553476550897,0.61551791196704253,0.63903245954854904,0.65556989488473749,0.66462979613762652,0.66772117365929429,0.66615272755575827,0.65829694793273197,0.64373151042611121,0.62539979703986648,0.60613816920063124,0.58686750381348951,0.56877355402038465,0.99853943607027729,0.99770846478661723,0.99785355320208624,0.99916126271113448,1,0.9986290123672743,0.99352850412176719,0.98351676578993474,0.96793587104695766,0.97602041863992806,0.18622121241259088,-0.1862212124125909,0.18622121241259088,-0.1862212124125909]
[null,"1955.5",0.29385918345301976,0.35473863080434637,0.62236237184787035,0.6512355769650594,0.67444509461466062,0.6907789124303606,0.69979325008665538,0.70296139219148779,0.70158362980109523,0.69412534346906396,0.68015395940778534,0.66246916527623201,0.64380755522497457,0.62506371021688545,0.60739897108374352,0.99571171557604965,0.99307777047565182,0.99314415913282084,0.99568501387395025,0.9986290123672743,1,0.99809495781408575,0.99158582307604715,0.97966188836275736,0.98386655399359302,0.18362249185158475,-0.18362249185158502,0.18362249185158475,-0.18362249185158502]
[null,"1964",0.33939992051701634,0.40088573267557442,0.66385998629831666,0.69214861250871806,0.71481790470612572,0.73076915170439183,0.73963236664969623,0.74283514117481075,0.74165833950866522,0.73467677773332341,0.72144798192541293,0.70459165095909237,0.68671129416181853,0.66866392402543373,0.65157594158862109,0.98899051465563592,0.98420654006697927,0.98415416821141544,0.98812113589656725,0.99352850412176719,0.99809495781408575,1,0.99766517120510756,0.99012344970348809,0.98959973861673867,0.1806647756641783,-0.1806647756641783,0.1806647756641783,-0.1806647756641783]
[null,"1972.5",0.39031001653897196,0.4521136672415797,0.70822311025724338,0.73559855395902818,0.75745882901776374,0.77283362655026677,0.78143277645789166,0.78462546264020017,0.7836601423299544,0.77723921426945353,0.76491292284795365,0.74908422747500769,0.73218963306978591,0.71503780521382621,0.69870661309880211,0.97726672682557181,0.97011817080106133,0.96991872689311809,0.97542361623067297,0.98351676578993474,0.99158582307604715,0.99766517120510756,1,0.99737162474088081,0.99145318179303654,0.17669044585569313,-0.17669044585569321,0.17669044585569313,-0.17669044585569321]
[null,"1981",0.44360264047714787,0.50547134909759761,0.75256190033707293,0.77871820417979087,0.79953198671269154,0.81416646296106188,0.82241290867026917,0.82556554626462708,0.82482650416516412,0.81904412309436603,0.80776419843573188,0.79314368484471054,0.77742224874572918,0.76134982317092337,0.74594491983101652,0.95992906768323749,0.95032567032107595,0.94996946591075138,0.95705820028074551,0.96793587104695766,0.97966188836275736,0.99012344970348809,0.99737162474088081,1,0.98820621532859465,0.17130166404242927,-0.17130166404242933,0.17130166404242927,-0.17130166404242933]
[null,"2491",0.38064282193975368,0.44039924218767823,0.69449247145298387,0.72238331439201908,0.74441191508935445,0.7596166906662517,0.76781523017884523,0.77055748072517605,0.76921482691063303,0.76245460878582383,0.74976973117945978,0.73359525637381373,0.71644224824280545,0.69913239233061975,0.68276801344405769,0.97109673048014544,0.9635574228698186,0.96297619338984275,0.96819770232249003,0.97602041863992806,0.98386655399359302,0.98959973861673867,0.99145318179303654,0.98820621532859465,1,0.18477369756217094,-0.18477369756217088,0.18477369756217094,-0.18477369756217088]
[null,"Class-HIGH",6.9905475969938749E-2,6.4232043795127258E-2,0.13781350166131437,0.14058665617718374,0.13898204778267018,0.13444767461622556,0.12855801321802954,0.12291536413198033,0.11811476086385382,0.11276126726526035,0.1060728286880602,9.8899699211665373E-2,9.2124061881817182E-2,8.5707787646024616E-2,7.9961941161390868E-2,0.19956820473034143,0.19554520800946457,0.19192940246993107,0.18906451893270518,0.18622121241259088,0.18362249185158475,0.1806647756641783,0.17669044585569313,0.17130166404242927,0.18477369756217094,1,-1,1,-1]
[null,"Class-LOW",-6.9905475969938957E-2,-6.4232043795127231E-2,-0.1378135016613144,-0.14058665617718363,-0.13898204778267029,-0.13444767461622548,-0.12855801321802951,-0.12291536413198036,-0.11811476086385388,-0.11276126726526044,-0.10607282868806019,-9.8899699211665207E-2,-9.2124061881817113E-2,-8.570778764602463E-2,-7.9961941161390798E-2,-0.19956820473034131,-0.19554520800946437,-0.19192940246993132,-0.18906451893270509,-0.1862212124125909,-0.18362249185158502,-0.1806647756641783,-0.17669044585569321,-0.17130166404242933,-0.18477369756217088,-1,1,-1,1]
[null,"HIGH",6.9905475969938749E-2,6.4232043795127258E-2,0.13781350166131437,0.14058665617718374,0.13898204778267018,0.13444767461622556,0.12855801321802954,0.12291536413198033,0.11811476086385382,0.11276126726526035,0.1060728286880602,9.8899699211665373E-2,9.2124061881817182E-2,8.5707787646024616E-2,7.9961941161390868E-2,0.19956820473034143,0.19554520800946457,0.19192940246993107,0.18906451893270518,0.18622121241259088,0.18362249185158475,0.1806647756641783,0.17669044585569313,0.17130166404242927,0.18477369756217094,1,-1,1,-1]
[null,"LOW",-6.9905475969938957E-2,-6.4232043795127231E-2,-0.1378135016613144,-0.14058665617718363,-0.13898204778267029,-0.13444767461622548,-0.12855801321802951,-0.12291536413198036,-0.11811476086385388,-0.11276126726526044,-0.10607282868806019,-9.8899699211665207E-2,-9.2124061881817113E-2,-8.570778764602463E-2,-7.9961941161390798E-2,-0.19956820473034131,-0.19554520800946437,-0.19192940246993132,-0.18906451893270509,-0.1862212124125909,-0.18362249185158502,-0.1806647756641783,-0.17669044585569321,-0.17130166404242933,-0.18477369756217088,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.39776098305122354,0.96665399870769342,0.99987061148955392]
[null,"R²Y cum",0.40080285516231506,0.96707477698690736,0.99987242798986642]
[null,"R²X cum",0.57987965120258744,0.83363634627785344,0.98905516360800261]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.52243091755364823,-0.49329916380387778,0.62243173258446849,6.9905475969935515E-2,6.9905475969936376E-2,6.990547596993639E-2]
[null,"1165",0.56377271288844411,-0.52835092949732199,0.58705876355753794,6.4232043795126356E-2,6.4232043795127008E-2,6.4232043795127147E-2]
[null,"1403",0.75775264903723938,-0.53709483483028286,0.34907313847492444,0.13781350166131306,0.13781350166131429,0.13781350166131445]
[null,"1411.5",0.77327375337128956,-0.5388508421248065,0.31589034227261292,0.14058665617718183,0.14058665617718344,0.14058665617718377]
[null,"1420",0.78347230510641519,-0.54319476373869591,0.28780698467782728,0.13898204778266882,0.13898204778266998,0.13898204778267004]
[null,"1428.5",0.78865469837285551,-0.54888911354555181,0.26675227001124752,0.13444767461622403,0.13444767461622542,0.13444767461622584]
[null,"1437",0.78960580683747428,-0.55477761224426958,0.2540009759775253,0.12855801321802815,0.12855801321802926,0.1285580132180297]
[null,"1445.5",0.78798743132418925,-0.55983859969512073,0.24847514222846293,0.12291536413197897,0.12291536413198044,0.12291536413198051]
[null,"1454",0.78482272343465309,-0.56388952118638669,0.24906086693288537,0.11811476086385249,0.11811476086385353,0.11811476086385363]
[null,"1462.5",0.77876626136712102,-0.56814888305190481,0.25761395531519699,0.11276126726525908,0.11276126726526055,0.11276126726526045]
[null,"1471",0.76909114541903734,-0.57304627305791001,0.2741315522955125,0.10607282868805902,0.10607282868805999,0.10607282868806035]
[null,"1479.5",0.75729836952873286,-0.57774804341815555,0.29470606629813806,9.8899699211664194E-2,9.8899699211664971E-2,9.8899699211665359E-2]
[null,"1488",0.74496772099933883,-0.58157196699136959,0.31583491582107803,9.2124061881816016E-2,9.2124061881816974E-2,9.2124061881817113E-2]
[null,"1496.5",0.73246449733565511,-0.58459955791917706,0.33633147024642612,8.5707787646023909E-2,8.5707787646024713E-2,8.5707787646024616E-2]
[null,"1505",0.7205373295326496,-0.58675247290013599,0.354969559697626,7.9961941161389785E-2,7.9961941161390507E-2,7.9961941161390701E-2]
[null,"1913",0.79957159288392532,-0.27972918178864636,-0.52696155389619626,0.19956820473033909,0.19956820473034154,0.19956820473034145]
[null,"1921.5",0.78510641194853248,-0.26646016160369429,-0.55409808773175395,0.19554520800946204,0.19554520800946368,0.19554520800946398]
[null,"1930",0.78215365313050689,-0.26802701142172058,-0.55783734447127931,0.19192940246992873,0.19192940246993057,0.19192940246993073]
[null,"1938.5",0.78841854752327389,-0.28059918439723158,-0.54411301650660238,0.18906451893270301,0.18906451893270479,0.18906451893270496]
[null,"1947",0.79997992200026347,-0.30075436594324806,-0.51737036509324996,0.18622121241258874,0.18622121241259057,0.18622121241259074]
[null,"1955.5",0.81416328526234227,-0.32534773009213869,-0.48004763778422321,0.1836224918515828,0.18362249185158439,0.18362249185158463]
[null,"1964",0.82879042805574621,-0.3531057243887879,-0.43315107742211123,0.18066477566417613,0.18066477566417793,0.18066477566417807]
[null,"1972.5",0.84183833268592212,-0.38286991492527889,-0.37797399968932871,0.17669044585569124,0.17669044585569291,0.1766904458556936]
[null,"1981",0.85157202524415609,-0.41317733091011738,-0.31673549220949943,0.17130166404242683,0.17130166404242889,0.17130166404242894]
[null,"2491",0.83742307555373052,-0.36701863327854989,-0.38291081658562148,0.18477369756216835,0.18477369756217032,0.18477369756217088]
[null,"Class-HIGH",0.63308992659993812,0.75251041310043831,0.18110121756343611,0.99999999999996814,1.0000000000000049,0.99999999999998246]
[null,"Class-LOW",-0.63308992659993824,-0.7525104131004382,-0.18110121756343631,-0.99999999999997569,-0.99999999999999856,-0.99999999999998224]
[null,"HIGH",0.63308992659993812,0.75251041310043831,0.18110121756343611,0.99999999999996814,1.0000000000000049,0.99999999999998246]
[null,"LOW",-0.63308992659993824,-0.7525104131004382,-0.18110121756343631,-0.99999999999997569,-0.99999999999999856,-0.99999999999998224]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2","w3"]
[null,"961",4.3922202663143922E-2,-0.1348383704781892,0.29752995536781451]
[null,"1165",4.0357537172778922E-2,-0.1513010544595193,0.28278537506914453]
[null,"1403",8.6589390397527138E-2,-0.17674749787891128,0.16782659692167498]
[null,"1411.5",8.8331786868936529E-2,-0.18039351668717976,0.15237574905150084]
[null,"1420",8.7323597823358898E-2,-0.18456066553969416,0.13945702713593933]
[null,"1428.5",8.447461275597222E-2,-0.1886006916645066,0.12994060492097403]
[null,"1437",8.0774088613054851E-2,-0.19195655203503723,0.12438575366521513]
[null,"1445.5",7.7228764398096006E-2,-0.19434381099071465,0.12220325300361197]
[null,"1454",7.421250470280838E-2,-0.19578971814984697,0.12288068525772994]
[null,"1462.5",7.084885932981401E-2,-0.19657505543977014,0.12742563328910328]
[null,"1471",6.6646456719550343E-2,-0.19686620558791765,0.1358418912771801]
[null,"1479.5",6.2139518711908474E-2,-0.19671486764225865,0.14616877982646134]
[null,"1488",5.7882328386768093E-2,-0.19618202192890133,0.1567043822738568]
[null,"1496.5",5.3850928937489134E-2,-0.19540692919982933,0.16688784696121967]
[null,"1505",5.0240764922899778E-2,-0.19447379153691657,0.17612116146938492]
[null,"1913",0.12539039340860145,-0.15851014108997716,-0.25914579334660676]
[null,"1921.5",0.12286271049340987,-0.15585578428866062,-0.2722207297461543]
[null,"1930",0.12059086924643514,-0.15675858819490135,-0.27375019091190461]
[null,"1938.5",0.11879083865394716,-0.16028985947495508,-0.26666169709676113]
[null,"1947",0.11700436508407101,-0.16554334802879472,-0.25317169052011557]
[null,"1955.5",0.11537156694398734,-0.17152849511488499,-0.23449407215287002]
[null,"1964",0.113513208811082,-0.17784445592351122,-0.21112199343113919]
[null,"1972.5",0.11101610372916372,-0.18416910845696965,-0.18372560131190135]
[null,"1981",0.10763028647199409,-0.19014030831229314,-0.1533841006712354]
[null,"2491",0.1160948792428559,-0.17854559003804044,-0.18655539605082774]
[null,"Class-HIGH",0.62830847016953317,0.30974804990946192,8.8756182094509611E-2]
[null,"Class-LOW",-0.62830847016953395,-0.30974804990946164,-8.8756182094509681E-2]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1","w*2","w*3"]
[null,"961",4.3922202663143922E-2,-8.1453501597553254E-2,0.28191003853350671]
[null,"1165",4.0357537172778922E-2,-0.10224882803003595,0.26317764601010829]
[null,"1403",8.6589390397527138E-2,-7.1503157373532258E-2,0.1541148061495205]
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[null,"Obs1063",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1072",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1096",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1101",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1108",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1118",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1131",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1135",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1146",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1156",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1167",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1179",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1191",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1192",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1207",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1216",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1220",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1231",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1241",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1251",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1264",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1266",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1279",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1288",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1295",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1307",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1316",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1321",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1328",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1331",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1349",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1362",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1365",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1377",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1389",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1394",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1403",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1408",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1419",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1429",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1433",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1451",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1464",4.1701528471040108,3.5874992653365978,11.87799305061232]
[null,"Obs1467",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1481",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1484",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
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[null,"Obs1508",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1511",4.1701528471040108,3.5874992653365978,11.87799305061232]
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[null,"Obs1536",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[null,"Obs1546",-3.7778388161917942,-3.2499993344512799,-10.760551195676687]
[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.39776098305122454,0.94462995529374216,0.9961198193057117]
[null,"LOW",0.39776098305122365,0.96665399870769353,0.99987061148955392]
[null,"Class-LOW",3.2647865794785216,9.9026716355700026E-2,3.0224769422797566,3.5070962166772865,2.4360623748257071,7.6633659667524834E-2,2.2485465714686392,2.6235781781827749,2.3972312217089344,7.7339876417279976E-2,2.2079873682789732,2.5864750751388956]
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[]
[]
[]
[]
[null,1403,0.10861685847896763,-0.10861685847896778]
[null,1462.5,-4.1772174428734404E-2,4.1772174428734231E-2]
[null,1496.5,-0.10265071007832448,0.10265071007832424]
[null,1972.5,-2.5540845483330705E-2,2.5540845483330764E-2]
[]
[null,"F(LOW) = 0.446610601581467-0.287893676986456*961-6.41996719335342E-02*1165-0.108616858478968*1403-0.098992836276674*1411.5-7.75093113397799E-02*1420-0.048516525842978*1428.5-1.83869433451755E-02*1437+6.97470642243607E-03*1445.5+2.55764468871058E-02*1454+4.17721744287342E-02*1462.5+5.85706228227295E-02*1471+7.48156236570188E-02*1479.5+8.91458271679517E-02*1488+0.102650710078324*1496.5+0.115029181715152*1505-4.22799402619179E-02*1913-0.029471181050659*1921.5-1.82875457383544E-02*1930-8.77334107298943E-03*1938.5+9.25384037100793E-04*1947+9.17762611238182E-03*1955.5+1.69131771278739E-02*1964+2.55408454833308E-02*1972.5+3.60349832914692E-02*1981-9.59323404136942E-03*2491-0.498491736487563*Class-HIGH+0.498491736487564*Class-LOW"]
[null,"1165",6.565049378140958E-2,3.0536315656264856E-2,-9.0691762264165643E-3,0.14037016378923572]
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[null,"1972.5",0.17640547141311649,2.3036702849317595E-2,0.12003669220788135,0.23277425061835164]
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[null,"1955.5",-9.1776261123817041E-3,5.0010357748444242E-2,-0.13154855880774269,0.11319330658297928]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"Obs387",1,"HIGH","HIGH",0.99164928705026845,8.350712949730223E-3,0.72776223500298642,0.27223776499701358]
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[null,"Obs421",1,"LOW","LOW",2.5225682236335342E-3,0.99747743177636528,0.26993451096034099,0.73006548903965895]
[null,"Obs425",1,"LOW","LOW",1.1070007621778838E-2,0.98892999237821988,0.27331661577246269,0.72668338422753731]
[null,"Obs436",1,"HIGH","HIGH",1.0072498738539855,-7.2498738539867047E-3,0.73389983324908958,0.26610016675091031]
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[null,"Obs537",1,"HIGH","HIGH",0.98729014724184183,1.2709852758156975E-2,0.72603150565818664,0.27396849434181342]
[null,"Obs541",1,"HIGH","HIGH",0.99821747997875299,1.782520021245801E-3,0.7303570721040159,0.26964292789598415]
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[null,"Obs570",1,"HIGH","HIGH",1.0020827422775247,-2.0827422775259587E-3,0.73187677392900219,0.26812322607099776]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",520,0,520,1]
[null,"LOW",0,574,574,1]
[null,"Total",520,574,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999999645]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",218,0,218,1]
[null,"LOW",0,252,252,1]
[null,"Total",218,252,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA9","index":7,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:40:21"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28489509204753222,2.2365172462251261E-2]
[null,"1165",1094,0,1094,0.3717763,0.6634042,0.42628205502742228,2.9049717425741819E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1285884754113338,6.9946317818603193E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2068372685557602,6.9119289961097202E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2576700241316254,6.7460143010587101E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2897559617915901,6.5954753219350196E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3080448670932374,6.488438266006881E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3164108669104195,6.4257117814546266E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3169145121572217,6.3851972221376743E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3072882104204742,6.3415050981768528E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2869131382084105,6.2917315606162538E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2594518649908588,6.2363727106769594E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2282088275137095,6.1674502232690297E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1948192451553945,6.0756823286341827E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1612499591407688,5.9620598313732669E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8188062301645362,8.1010066599413316E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8357211513711136,8.3226756731752435E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8375436222120651,8.3192900478363432E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8275578877513723,8.1365686172942472E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8100884087751354,7.8553585305852561E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7883477414990858,7.554295711138935E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7635264202925025,7.2596201103749897E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7364371326325418,6.9973201743075975E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.707890153747714,6.7820235836044532E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7674300167276054,6.0687917246987855E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",521,521,47.623400365630715]
[null,"","LOW",573,573,52.376599634369285]
[null,"Class","HIGH",521,521,47.623400365630715]
[null,"","LOW",573,573,52.376599634369285]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.38896029999999998,0.28547172829787232,1.9920155951515382E-2]
[null,"1165",470,0,470,0.36954720000000002,0.57106920000000005,0.42701262276595731,2.5908501189894229E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5148330999999999,1.1282815744680854,6.435381585319519E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.5825511999999999,1.206395945957446,6.3868199139872864E-2]
[null,"1420",470,0,470,1.1153899,1.619626,1.2571655921276597,6.2495321268411209E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.6400840000000001,1.2892339572340412,6.1186409411801854E-2]
[null,"1437",470,0,470,1.1711366999999999,1.6504836000000001,1.307534280851063,6.023731690701762E-2]
[null,"1445.5",470,0,470,1.1813072,1.6545521000000001,1.3159251397872322,5.9668605265958269E-2]
[null,"1454",470,0,470,1.1833969,1.6528986000000001,1.316470857446808,5.927217541535984E-2]
[null,"1462.5",470,0,470,1.1762925,1.6428338,1.3069220927659571,5.8816816141948849E-2]
[null,"1471",470,0,470,1.1590898999999999,1.6231660999999999,1.2866520404255306,5.8262589417657842E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.5966461999999999,1.259311236595744,5.7634181075594787E-2]
[null,"1488",470,0,470,1.1077482999999999,1.5652062,1.2281936087234042,5.6864421257399239E-2]
[null,"1496.5",470,0,470,1.078436,1.5299647999999999,1.1949322227659569,5.5895934111953885E-2]
[null,"1505",470,0,470,1.0491938999999999,1.4923971,1.1614756557446826,5.4727832044859294E-2]
[null,"1913",470,0,470,1.6353717000000001,2.0913887,1.8147001912765954,7.6808088515041575E-2]
[null,"1921.5",470,0,470,1.6491547,2.1088507000000001,1.8314112646808509,7.8754747539129949E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1102104000000002,1.8332278253191496,7.8724662187708669E-2]
[null,"1938.5",470,0,470,1.6443964,2.0974548,1.8234148348936166,7.7099444256312821E-2]
[null,"1947",470,0,470,1.6316877999999999,2.0736081999999998,1.8062469782978718,7.4587472136824748E-2]
[null,"1955.5",470,0,470,1.6157933,2.0461423000000001,1.7848156278723415,7.1896388146410625E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0153053000000001,1.7603050308510635,6.9221561839116708E-2]
[null,"1972.5",470,0,470,1.5767682000000001,1.9816037,1.7335212834042562,6.6815575356983986E-2]
[null,"1981",470,0,470,1.5546857999999999,1.9461265999999999,1.7052621263829786,6.4805107014595034E-2]
[null,"2491",470,0,470,1.6254265000000001,1.9828730999999999,1.7650774604255322,5.8276243484728825E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",217,217,46.170212765957444]
[null,"","LOW",253,253,53.829787234042556]
[null,"Class","HIGH",217,217,46.170212765957444]
[null,"","LOW",253,253,53.829787234042556]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99105943700087451,0.88082622531156851,0.86345064313615238,0.8496691589377563,0.83945733853866134,0.83304949624127389,0.83001234267827773,0.83000179781987193,0.83404625963787005,0.84202874205220191,0.85189829580940069,0.86182744913332388,0.8712693083387173,0.87967004675580007,0.23256518949384913,0.20272657238247099,0.19889708277985427,0.21457538501699167,0.24406935144392561,0.2834933958647281,0.33021336341865376,0.38263013147131497,0.43782021104850843,0.37243536551667389,5.6611810325535666E-2,-5.661181032553568E-2,5.6611810325535666E-2,-5.661181032553568E-2]
[null,"1165",0.99105943700087451,1,0.91308386183911194,0.89832817077767402,0.88713434310074835,0.87919624019417519,0.87455018642778259,0.87269917758640503,0.87345113295008825,0.87799818746175906,0.88621209540185331,0.89603540240141566,0.90576211771692483,0.91491932406099774,0.92301437975650213,0.28660594552403384,0.25718377447042623,0.25397140714397731,0.27044712311640362,0.30076195131732825,0.3409323834305869,0.38822732224828949,0.44095187394663865,0.49616425903366174,0.42833354485638692,4.9889251333097052E-2,-4.9889251333097066E-2,4.9889251333097052E-2,-4.9889251333097066E-2]
[null,"1403",0.88082622531156851,0.91308386183911194,1,0.99880316643617484,0.99598683407572397,0.9924660889796646,0.98910830509019954,0.986555006262261,0.98496023516714803,0.98412033239319996,0.98364960126293588,0.98306126613400713,0.981918723308286,0.98004087177755606,0.97752635432352819,0.56242879209413954,0.53211121674136741,0.52780470413253489,0.54338294116031527,0.57212592529465256,0.60952881979654883,0.65256288164872334,0.69869748595425074,0.7450298483355392,0.68559677531403151,0.12783544977516545,-0.12783544977516553,0.12783544977516545,-0.12783544977516553]
[null,"1411.5",0.86345064313615238,0.89832817077767402,0.99880316643617484,1,0.99912499272424893,0.99706117502651226,0.99465935533553906,0.99261893425863046,0.99118533625142224,0.99011840888930058,0.98900820868704853,0.98751223114738462,0.9853724837329042,0.98247380626866287,0.97899047883235235,0.59143677124663829,0.56159145777562536,0.55751804956061546,0.57319341330148699,0.60181909224774677,0.63887010626586627,0.68128994789233188,0.72647858034788182,0.7715322069565046,0.71399636623728213,0.1310985608147763,-0.13109856081477625,0.1310985608147763,-0.13109856081477625]
[null,"1420",0.8496691589377563,0.88713434310074835,0.99598683407572397,0.99912499272424893,1,0.99937017396674299,0.99800185719591838,0.99659131813700241,0.99545684932625811,0.99438431257046989,0.99296334655270801,0.99094361456529867,0.98819978112449769,0.98467807485685899,0.98060641370765211,0.614322516823957,0.58512125935292891,0.58137629104232691,0.59716656595333062,0.62568600095426397,0.66240094331000843,0.70424807968740255,0.74859675994074759,0.79255009330112369,0.73632179570289924,0.12976070092119832,-0.12976070092119818,0.12976070092119832,-0.12976070092119818]
[null,"1428.5",0.83945733853866134,0.87919624019417519,0.9924660889796646,0.99706117502651226,0.99937017396674299,1,0.99960127060704573,0.99882917301379326,0.99805431790785237,0.99712450148188381,0.99564211409686765,0.99340293477229613,0.99037030603627063,0.98654045686780978,0.98217508313636648,0.63005324842748522,0.60150205593585859,0.59811399907681284,0.61404879753698005,0.64252707524867958,0.67901157742967977,0.72044530320399713,0.76419069176684218,0.80735825940929951,0.7517664306232833,0.12548435799497826,-0.12548435799497826,0.12548435799497826,-0.12548435799497826]
[null,"1437",0.83304949624127389,0.87455018642778259,0.98910830509019954,0.99465935533553906,0.99800185719591838,0.99960127060704573,1,0.99978864245851773,0.99937027826923797,0.99867192165100649,0.99731332781655846,0.99509549794497942,0.99202868588836712,0.98814386025116452,0.98371848174958532,0.63819794381113959,0.61017070703377163,0.60711101192020023,0.62322448943442021,0.65176254388298871,0.68818501899229789,0.72944695426421224,0.7729142288166001,0.8157016390086137,0.76011792170756876,0.11980101934904074,-0.11980101934904071,0.11980101934904074,-0.11980101934904071]
[null,"1445.5",0.83001234267827773,0.87269917758640503,0.986555006262261,0.99261893425863046,0.99659131813700241,0.99882917301379326,0.99978864245851773,1,0.9998779206665962,0.99942700822916386,0.99828302043085126,0.99622642706866382,0.99328188540770945,0.98949997657967648,0.98516105534992415,0.64044447199067867,0.61276410256000025,0.60995912776861161,0.62625276241654659,0.65491686005236383,0.69140877473357776,0.73269481848233964,0.77614776129097174,0.81888372902805173,0.76291770893497191,0.1143129026051611,-0.11431290260516114,0.1143129026051611,-0.11431290260516114]
[null,"1454",0.83000179781987193,0.87345113295008825,0.98496023516714803,0.99118533625142224,0.99545684932625811,0.99805431790785237,0.99937027826923797,0.9998779206665962,1,0.99981134923850146,0.99895886653853605,0.99717986245546342,0.99448858049240585,0.99094225215477927,0.98681424693491826,0.63808352910123511,0.61059277260523814,0.60797848313327163,0.62445547841405014,0.65330440122439526,0.68998200921724751,0.73146247708058176,0.77512656013060754,0.81808638249024568,0.76152831111859742,0.10966193018215993,-0.10966193018215993,0.10966193018215993,-0.10966193018215993]
[null,"1462.5",0.83404625963787005,0.87799818746175906,0.98412033239319996,0.99011840888930058,0.99438431257046989,0.99712450148188381,0.99867192165100649,0.99942700822916386,0.99981134923850146,1,0.99964350795034229,0.99839308849686903,0.99621646208785997,0.99316479437453886,0.98948977497936885,0.62918501790034498,0.60175364885076621,0.5993159937628092,0.61604245386479262,0.64521271877403608,0.68228524657843392,0.72423941445906315,0.7684706895713822,0.81207908542699614,0.75450304001473911,0.10434481048891549,-0.10434481048891552,0.10434481048891549,-0.10434481048891552]
[null,"1471",0.84202874205220191,0.88621209540185331,0.98364960126293588,0.98900820868704853,0.99296334655270801,0.99564211409686765,0.99731332781655846,0.99828302043085126,0.99895886653853605,0.99964350795034229,1,0.99954409957660006,0.9981585254467451,0.99587729997179497,0.99291357747107023,0.61332496858197183,0.58583913400902965,0.58356888546132568,0.60060674047223694,0.63022975916537405,0.66789619314852977,0.71059288371731166,0.75574000730000968,0.80041732494915674,0.74136009828552396,9.7564907466066289E-2,-9.7564907466066317E-2,9.7564907466066289E-2,-9.7564907466066317E-2]
[null,"1479.5",0.85189829580940069,0.89603540240141566,0.98306126613400713,0.98751223114738462,0.99094361456529867,0.99340293477229613,0.99509549794497942,0.99622642706866382,0.99717986245546342,0.99839308849686903,0.99954409957660006,1,0.99953253995273683,0.99815244723915941,0.99602562798478878,0.59373743331020945,0.5661351994007725,0.56400433719651322,0.58134669113026982,0.61144457396059992,0.64975622236921038,0.69327829783083927,0.73946412342508117,0.78537219116708634,0.72465622312920797,9.0217967951986736E-2,-9.0217967951986777E-2,9.0217967951986736E-2,-9.0217967951986777E-2]
[null,"1488",0.86182744913332388,0.90576211771692483,0.981918723308286,0.9853724837329042,0.98819978112449769,0.99037030603627063,0.99202868588836712,0.99328188540770945,0.99448858049240585,0.99621646208785997,0.9981585254467451,0.99953253995273683,1,0.99954172439985345,0.99827487411526883,0.57331790111773007,0.54559935587559649,0.54358626805329324,0.56119530382714478,0.59172200959047139,0.63063012007892738,0.67492834403378854,0.72210761841328108,0.76920904900556031,0.70694447600000654,8.3138195880102198E-2,-8.3138195880102253E-2,8.3138195880102198E-2,-8.3138195880102253E-2]
[null,"1496.5",0.8712693083387173,0.91491932406099774,0.98004087177755606,0.98247380626866287,0.98467807485685899,0.98654045686780978,0.98814386025116452,0.98949997657967648,0.99094225215477927,0.99316479437453886,0.99587729997179497,0.99815244723915941,0.99954172439985345,1,0.99959278661620787,0.55300743169337307,0.52520449401796354,0.52329768637531726,0.54112933004193797,0.57202145718752362,0.61144732442523198,0.65643059036677709,0.70450607985767055,0.75270012983154522,0.6890598461493499,7.6389048307513724E-2,-7.6389048307513682E-2,7.6389048307513724E-2,-7.6389048307513682E-2]
[null,"1505",0.87967004675580007,0.92301437975650213,0.97752635432352819,0.97899047883235235,0.98060641370765211,0.98217508313636648,0.98371848174958532,0.98516105534992415,0.98681424693491826,0.98948977497936885,0.99291357747107023,0.99602562798478878,0.99827487411526883,0.99959278661620787,1,0.53408878762046263,0.50624270285787121,0.5044297831884601,0.52243240835225413,0.55360892320918942,0.59344846904168991,0.63898937338169381,0.68781285993984465,0.73693500361187225,0.67219915287104981,7.0219700095400392E-2,-7.0219700095400364E-2,7.0219700095400392E-2,-7.0219700095400364E-2]
[null,"1913",0.23256518949384913,0.28660594552403384,0.56242879209413954,0.59143677124663829,0.614322516823957,0.63005324842748522,0.63819794381113959,0.64044447199067867,0.63808352910123511,0.62918501790034498,0.61332496858197183,0.59373743331020945,0.57331790111773007,0.55300743169337307,0.53408878762046263,1,0.99912052518640093,0.99865902480667879,0.99899394983060785,0.99857759913064703,0.9957309406263638,0.98886444001389118,0.97674533086077842,0.95872994700929848,0.97056918013595528,0.19933390930429165,-0.19933390930429176,0.19933390930429165,-0.19933390930429176]
[null,"1921.5",0.20272657238247099,0.25718377447042623,0.53211121674136741,0.56159145777562536,0.58512125935292891,0.60150205593585859,0.61017070703377163,0.61276410256000025,0.61059277260523814,0.60175364885076621,0.58583913400902965,0.5661351994007725,0.54559935587559649,0.52520449401796354,0.50624270285787121,0.99912052518640093,1,0.99989358998946831,0.99951363466992738,0.99769309220395475,0.99295251781499394,0.98382496248891227,0.96921274125853096,0.9486002284630537,0.96257450151165214,0.19591367184547029,-0.19591367184547021,0.19591367184547029,-0.19591367184547021]
[null,"1930",0.19889708277985427,0.25397140714397731,0.52780470413253489,0.55751804956061546,0.58137629104232691,0.59811399907681284,0.60711101192020023,0.60995912776861161,0.60797848313327163,0.5993159937628092,0.58356888546132568,0.56400433719651322,0.54358626805329324,0.52329768637531726,0.5044297831884601,0.99865902480667879,0.99989358998946831,1,0.99966851191715189,0.99780931431384301,0.992964778925852,0.98368770232602154,0.96889838335118228,0.94809553092576793,0.96191542148956477,0.192682935110987,-0.19268293511098691,0.192682935110987,-0.19268293511098691]
[null,"1938.5",0.21457538501699167,0.27044712311640362,0.54338294116031527,0.57319341330148699,0.59716656595333062,0.61404879753698005,0.62322448943442021,0.62625276241654659,0.62445547841405014,0.61604245386479262,0.60060674047223694,0.58134669113026982,0.56119530382714478,0.54112933004193797,0.52243240835225413,0.99899394983060785,0.99951363466992738,0.99966851191715189,1,0.99914396379722825,0.99556503145765352,0.98775229717038582,0.97455038281647743,0.95538239026381,0.96734411522313501,0.18953475221043348,-0.18953475221043356,0.18953475221043348,-0.18953475221043356]
[null,"1947",0.24406935144392561,0.30076195131732825,0.57212592529465256,0.60181909224774677,0.62568600095426397,0.64252707524867958,0.65176254388298871,0.65491686005236383,0.65330440122439526,0.64521271877403608,0.63022975916537405,0.61144457396059992,0.59172200959047139,0.57202145718752362,0.55360892320918942,0.99857759913064703,0.99769309220395475,0.99780931431384301,0.99914396379722825,1,0.99858241282220861,0.99330129758421404,0.98287485697129173,0.96658831920285992,0.9754577198297375,0.18629875447375507,-0.18629875447375494,0.18629875447375507,-0.18629875447375494]
[null,"1955.5",0.2834933958647281,0.3409323834305869,0.60952881979654883,0.63887010626586627,0.66240094331000843,0.67901157742967977,0.68818501899229789,0.69140877473357776,0.68998200921724751,0.68228524657843392,0.66789619314852977,0.64975622236921038,0.63063012007892738,0.61144732442523198,0.59344846904168991,0.9957309406263638,0.99295251781499394,0.992964778925852,0.99556503145765352,0.99858241282220861,1,0.99802657147547946,0.99124298636590369,0.9787669831247281,0.98368503950320041,0.18333555321147557,-0.18333555321147546,0.18333555321147557,-0.18333555321147546]
[null,"1964",0.33021336341865376,0.38822732224828949,0.65256288164872334,0.68128994789233188,0.70424807968740255,0.72044530320399713,0.72944695426421224,0.73269481848233964,0.73146247708058176,0.72423941445906315,0.71059288371731166,0.69327829783083927,0.67492834403378854,0.65643059036677709,0.63898937338169381,0.98886444001389118,0.98382496248891227,0.98368770232602154,0.98775229717038582,0.99330129758421404,0.99802657147547946,1,0.99756076957914808,0.98965334996645837,0.98976620107912361,0.17979182888705147,-0.17979182888705136,0.17979182888705147,-0.17979182888705136]
[null,"1972.5",0.38263013147131497,0.44095187394663865,0.69869748595425074,0.72647858034788182,0.74859675994074759,0.76419069176684218,0.7729142288166001,0.77614776129097174,0.77512656013060754,0.7684706895713822,0.75574000730000968,0.73946412342508117,0.72210761841328108,0.70450607985767055,0.68781285993984465,0.97674533086077842,0.96921274125853096,0.96889838335118228,0.97455038281647743,0.98287485697129173,0.99124298636590369,0.99756076957914808,1,0.99724025398198135,0.99182711175769811,0.17497462694227106,-0.17497462694227109,0.17497462694227106,-0.17497462694227109]
[null,"1981",0.43782021104850843,0.49616425903366174,0.7450298483355392,0.7715322069565046,0.79255009330112369,0.80735825940929951,0.8157016390086137,0.81888372902805173,0.81808638249024568,0.81207908542699614,0.80041732494915674,0.78537219116708634,0.76920904900556031,0.75270012983154522,0.73693500361187225,0.95872994700929848,0.9486002284630537,0.94809553092576793,0.95538239026381,0.96658831920285992,0.9787669831247281,0.98965334996645837,0.99724025398198135,1,0.98855302910841258,0.1689201885185731,-0.16892018851857313,0.1689201885185731,-0.16892018851857313]
[null,"2491",0.37243536551667389,0.42833354485638692,0.68559677531403151,0.71399636623728213,0.73632179570289924,0.7517664306232833,0.76011792170756876,0.76291770893497191,0.76152831111859742,0.75450304001473911,0.74136009828552396,0.72465622312920797,0.70694447600000654,0.6890598461493499,0.67219915287104981,0.97056918013595528,0.96257450151165214,0.96191542148956477,0.96734411522313501,0.9754577198297375,0.98368503950320041,0.98976620107912361,0.99182711175769811,0.98855302910841258,1,0.18195433345203096,-0.18195433345203102,0.18195433345203096,-0.18195433345203102]
[null,"Class-HIGH",5.6611810325535666E-2,4.9889251333097052E-2,0.12783544977516545,0.1310985608147763,0.12976070092119832,0.12548435799497826,0.11980101934904074,0.1143129026051611,0.10966193018215993,0.10434481048891549,9.7564907466066289E-2,9.0217967951986736E-2,8.3138195880102198E-2,7.6389048307513724E-2,7.0219700095400392E-2,0.19933390930429165,0.19591367184547029,0.192682935110987,0.18953475221043348,0.18629875447375507,0.18333555321147557,0.17979182888705147,0.17497462694227106,0.1689201885185731,0.18195433345203096,1,-1,1,-1]
[null,"Class-LOW",-5.661181032553568E-2,-4.9889251333097066E-2,-0.12783544977516553,-0.13109856081477625,-0.12976070092119818,-0.12548435799497826,-0.11980101934904071,-0.11431290260516114,-0.10966193018215993,-0.10434481048891552,-9.7564907466066317E-2,-9.0217967951986777E-2,-8.3138195880102253E-2,-7.6389048307513682E-2,-7.0219700095400364E-2,-0.19933390930429176,-0.19591367184547021,-0.19268293511098691,-0.18953475221043356,-0.18629875447375494,-0.18333555321147546,-0.17979182888705136,-0.17497462694227109,-0.16892018851857313,-0.18195433345203102,-1,1,-1,1]
[null,"HIGH",5.6611810325535666E-2,4.9889251333097052E-2,0.12783544977516545,0.1310985608147763,0.12976070092119832,0.12548435799497826,0.11980101934904074,0.1143129026051611,0.10966193018215993,0.10434481048891549,9.7564907466066289E-2,9.0217967951986736E-2,8.3138195880102198E-2,7.6389048307513724E-2,7.0219700095400392E-2,0.19933390930429165,0.19591367184547029,0.192682935110987,0.18953475221043348,0.18629875447375507,0.18333555321147557,0.17979182888705147,0.17497462694227106,0.1689201885185731,0.18195433345203096,1,-1,1,-1]
[null,"LOW",-5.661181032553568E-2,-4.9889251333097066E-2,-0.12783544977516553,-0.13109856081477625,-0.12976070092119818,-0.12548435799497826,-0.11980101934904071,-0.11431290260516114,-0.10966193018215993,-0.10434481048891552,-9.7564907466066317E-2,-9.0217967951986777E-2,-8.3138195880102253E-2,-7.6389048307513682E-2,-7.0219700095400364E-2,-0.19933390930429176,-0.19591367184547021,-0.19268293511098691,-0.18953475221043356,-0.18629875447375494,-0.18333555321147546,-0.17979182888705136,-0.17497462694227109,-0.16892018851857313,-0.18195433345203102,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.41280902769848993,0.959360230679977,0.99989247888091282]
[null,"R²Y cum",0.41657584112264395,0.95996084502716461,0.99989448584170748]
[null,"R²X cum",0.56042736358905443,0.83120176851066874,0.98957623608416678]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.49614027835542657,-0.52388796287394634,0.62304741004350728,5.6611810325537318E-2,5.6611810325536915E-2,5.6611810325536548E-2]
[null,"1165",0.53405796754145418,-0.55805698937473547,0.58903575101080219,4.9889251333097399E-2,4.9889251333096997E-2,4.9889251333096726E-2]
[null,"1403",0.73403676601443846,-0.56504835588691726,0.35768502262520446,0.12783544977516631,0.12783544977516523,0.12783544977516448]
[null,"1411.5",0.75041415518259902,-0.56629604406607092,0.3245112699648382,0.13109856081477719,0.13109856081477614,0.13109856081477553]
[null,"1420",0.76114173345479363,-0.57021374176597683,0.29631520239495918,0.12976070092119932,0.12976070092119851,0.12976070092119768]
[null,"1428.5",0.76671192743625938,-0.57547060180568788,0.27504607460165231,0.12548435799497909,0.12548435799497826,0.12548435799497748]
[null,"1437",0.76786922000964619,-0.58098722661160196,0.26209375344599989,0.11980101934904144,0.11980101934904069,0.11980101934903975]
[null,"1445.5",0.76631564838384802,-0.58576901140258697,0.25642078372088223,0.11431290260516183,0.11431290260516104,0.1143129026051605]
[null,"1454",0.76311596214780031,-0.58960129001648853,0.25696110580872872,0.10966193018216057,0.10966193018215978,0.10966193018215911]
[null,"1462.5",0.75677296526818627,-0.59375864816549728,0.26555354440541878,0.10434481048891636,0.10434481048891543,0.10434481048891477]
[null,"1471",0.74653982040768352,-0.59864917018228891,0.28212309965526799,9.7564907466066886E-2,9.7564907466066192E-2,9.7564907466065609E-2]
[null,"1479.5",0.73406895445151976,-0.60339983897588167,0.30268500923129665,9.0217967951987596E-2,9.0217967951986722E-2,9.0217967951986236E-2]
[null,"1488",0.72098955903099016,-0.60736510629757723,0.32375568567620355,8.3138195880102864E-2,8.3138195880102184E-2,8.3138195880101906E-2]
[null,"1496.5",0.70774856601833347,-0.61054081929331283,0.34416312278617878,7.6389048307514404E-2,7.6389048307513752E-2,7.6389048307513557E-2]
[null,"1505",0.69511953471503762,-0.61290924285423787,0.36258764387207115,7.0219700095400919E-2,7.0219700095400447E-2,7.02197000954001E-2]
[null,"1913",0.79806219387278776,-0.28475795523935005,-0.52656815414733327,0.19933390930429254,0.1993339093042916,0.19933390930429065]
[null,"1921.5",0.78391210774613784,-0.26959771279447459,-0.55421941215305404,0.19591367184547226,0.19591367184547084,0.19591367184546971]
[null,"1930",0.78101195137697799,-0.27050835574484244,-0.55817247719638929,0.1926829351109885,0.19268293511098677,0.19268293511098547]
[null,"1938.5",0.78690120856451806,-0.28378832001191812,-0.54462006851116129,0.18953475221043478,0.18953475221043362,0.18953475221043237]
[null,"1947",0.79788809732958998,-0.30522101358385473,-0.51796362393906326,0.18629875447375688,0.18629875447375546,0.1862987544737543]
[null,"1955.5",0.81147167516962626,-0.33152306432267953,-0.48039845967113992,0.18333555321147654,0.18333555321147535,0.18333555321147457]
[null,"1964",0.82520871509314087,-0.36135241258823625,-0.43325150705806187,0.17979182888705278,0.17979182888705178,0.17979182888705048]
[null,"1972.5",0.83708514860314587,-0.39359325082772723,-0.37755548762783125,0.17497462694227245,0.17497462694227112,0.17497462694226995]
[null,"1981",0.84557719304271473,-0.42630142929561271,-0.31535813338450891,0.16892018851857415,0.16892018851857296,0.16892018851857199]
[null,"2491",0.83274994742111585,-0.37890197743511345,-0.38220098164008665,0.18195433345203241,0.18195433345203119,0.18195433345202985]
[null,"Class-HIGH",0.64542686736968424,0.73714652810992787,0.19983403317388876,1.0000000000000149,1.0000000000000098,1.0000000000000102]
[null,"Class-LOW",-0.64542686736968424,-0.73714652810992809,-0.19983403317388898,-1.0000000000000151,-1.0000000000000098,-1.0000000000000102]
[null,"HIGH",0.64542686736968424,0.73714652810992787,0.19983403317388876,1.0000000000000149,1.0000000000000098,1.0000000000000102]
[null,"LOW",-0.64542686736968424,-0.73714652810992809,-0.19983403317388898,-1.0000000000000151,-1.0000000000000098,-1.0000000000000102]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2","w3"]
[null,"961",3.5793398653053671E-2,-0.13519570875477352,0.29662727210204143]
[null,"1165",3.1542991669044347E-2,-0.15119476536974208,0.2820875506446896]
[null,"1403",8.0825276377549091E-2,-0.17741507208187277,0.17083434803599978]
[null,"1411.5",8.2888411854375413E-2,-0.18116270437309323,0.15537624494892546]
[null,"1420",8.204253619278816E-2,-0.18539982787365544,0.14237146428280745]
[null,"1428.5",7.9338774446693253E-2,-0.18943681665492837,0.13270000916482541]
[null,"1437",7.5745425202700278E-2,-0.19273466431334385,0.12697972263304624]
[null,"1445.5",7.2275507011803408E-2,-0.19503505416169287,0.12465522625395717]
[null,"1454",6.9334881917789276E-2,-0.1963612165649255,0.12523395684486729]
[null,"1462.5",6.5973078368814247E-2,-0.19698853828277843,0.12969020728690508]
[null,"1471",6.1686415032481595E-2,-0.19707836928951153,0.13799060723748724]
[null,"1479.5",5.7041237049386968E-2,-0.19671829296388574,0.14816448909725086]
[null,"1488",5.2564978426238626E-2,-0.19601976447287817,0.15853432741005694]
[null,"1496.5",4.8297760539285216E-2,-0.19509818015318406,0.16854819552854458]
[null,"1505",4.4397126754287308E-2,-0.19408180728019636,0.1775692033632586]
[null,"1913",0.12603091192054131,-0.16193960939602431,-0.25615661993706407]
[null,"1921.5",0.12386843165100581,-0.15900983133602781,-0.26937654587548593]
[null,"1930",0.1218257651611783,-0.15970675803312573,-0.27104060831140825]
[null,"1938.5",0.11983529418093124,-0.163270771354949,-0.26416769470620177]
[null,"1947",0.11778930136841993,-0.1685672126665044,-0.25092576358213381]
[null,"1955.5",0.1159157869292925,-0.17458328943597004,-0.23239303404381995]
[null,"1964",0.11367523082039507,-0.18094789246509793,-0.20921248334971349]
[null,"1972.5",0.11062950540355573,-0.18734972528041602,-0.18190571095670605]
[null,"1981",0.10680152451275483,-0.19326580668864554,-0.15147313745319566]
[null,"2491",0.1150424965470741,-0.18233508563407322,-0.18445124204466043]
[null,"Class-HIGH",0.63226027302836874,0.29921591149154203,9.6895952895546769E-2]
[null,"Class-LOW",-0.63226027302836896,-0.29921591149154214,-9.6895952895546769E-2]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1","w*2","w*3"]
[null,"961",3.5793398653053671E-2,-9.1069302775675029E-2,0.27732752792425325]
[null,"1165",3.1542991669044347E-2,-0.11230829723423229,0.25828676004236334]
[null,"1403",8.0825276377549091E-2,-7.7772984629406294E-2,0.15435240888041082]
[null,"1411.5",8.2888411854375413E-2,-7.8977165975306921E-2,0.13863911121941083]
[null,"1420",8.204253619278816E-2,-8.4257092178480125E-2,0.12451538902312805]
[null,"1428.5",7.9338774446693253E-2,-9.1627301412926271E-2,0.11328201184769973]
[null,"1437",7.5745425202700278E-2,-9.935506055032875E-2,0.10592402995783917]
[null,"1445.5",7.2275507011803408E-2,-0.10593319502667246,0.1022054709397372]
[null,"1454",6.9334881917789276E-2,-0.11088458503090923,0.10173488460942726]
[null,"1462.5",6.5973078368814247E-2,-0.11565636672759654,0.10517988138846988]
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[null,"Obs1209",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1210",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1225",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1234",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1239",3.9798792422730869,3.7614209998392996,10.846764899943082]
[null,"Obs1252",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1260",3.9798792422730869,3.7614209998392996,10.846764899943082]
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[null,"Obs1278",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1289",3.9798792422730869,3.7614209998392996,10.846764899943082]
[null,"Obs1298",3.9798792422730869,3.7614209998392996,10.846764899943082]
[null,"Obs1306",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1316",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1324",3.9798792422730869,3.7614209998392996,10.846764899943082]
[null,"Obs1328",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1338",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1344",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1355",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1366",3.9798792422730869,3.7614209998392996,10.846764899943082]
[null,"Obs1370",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1384",3.9798792422730869,3.7614209998392996,10.846764899943082]
[null,"Obs1397",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[null,"Obs1400",3.9798792422730869,3.7614209998392996,10.846764899943082]
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[null,"Obs1427",3.9798792422730869,3.7614209998392996,10.846764899943082]
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[null,"Obs1468",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
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[null,"Obs1554",-3.6187034646148004,-3.42007040299525,-9.8624162528278418]
[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.41280902769848837,0.93078951953104061,0.99735428815452887]
[null,"LOW",0.41280902769848804,0.95936023067997689,0.99989247888091282]
[null,"Class-LOW",3.2853207494775156,0.1397292676118419,2.9434155607862249,3.6272259381688063,2.4601005399247136,0.1558330631763038,2.0787907844220621,2.841410295427365,2.4125735566844186,0.15659423381097923,2.029401283801386,2.7957458295674513]
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[]
[]
[]
[]
[null,1403,0.10380215042900348,-0.1038021504290035]
[null,1462.5,-3.6956455172988546E-2,3.695645517298856E-2]
[null,1496.5,-9.4935964218742869E-2,9.4935964218742827E-2]
[null,1972.5,-2.6335895892985284E-2,2.6335895892985486E-2]
[]
[null,"F(LOW) = 0.44386825150505-0.242383503417901*961-0.033896422569021*1165-0.103802150429003*1403-9.55689159523413E-02*1411.5-7.52610240386426E-02*1420-4.77991624611816E-02*1428.5-1.92391155125602E-02*1437+4.72913451486159E-03*1445.5+2.19737309863716E-02*1454+3.69564551729886E-02*1462.5+0.05261355531215*1471+6.78686565804773E-02*1479.5+8.17415271843837E-02*1488+9.49359642187428E-02*1496.5+0.10755717584236*1505-3.99351304429147E-02*1913-2.82557921232816E-02*1921.5-1.82931703775562E-02*1930-8.50767082780198E-03*1938.5+1.35389653586727E-03*1947+9.29996160423927E-03*1955.5+1.71131160344796E-02*1964+2.63358958929855E-02*1972.5+3.63729268268831E-02*1981-2.93068347965557E-03*2491-0.498588926667524*Class-HIGH+0.498588926667524*Class-LOW"]
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[null,"1972.5",0.17470212802698548,3.8251171481037016E-2,8.1104886544138707E-2,0.26829936950983224]
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[null,"1955.5",-9.2999616042390657E-3,5.4965090243836376E-2,-0.14379468752993366,0.12519476432145552]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",521,0,521,1]
[null,"LOW",0,573,573,1]
[null,"Total",521,573,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,1.0000000000000278]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",217,0,217,1]
[null,"LOW",0,253,253,1]
[null,"Total",217,253,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA8","index":13,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:39:32"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28451835502742256,2.0438233320118491E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.4256964963436925,2.6449306249789448E-2]
[null,"1403",1094,0,1094,0.99743409999999999,1.6085881,1.1257727695612441,6.4459450613132172E-2]
[null,"1411.5",1094,0,1094,1.0754665000000001,1.6706795000000001,1.2039496298903118,6.3805548780116461E-2]
[null,"1420",1094,0,1094,1.1256914,1.7136446000000001,1.254795076691041,6.2347149892050972E-2]
[null,"1428.5",1094,0,1094,1.1584684999999999,1.7367665999999999,1.2869229913162701,6.0991538143169467E-2]
[null,"1437",1094,0,1094,1.1778192999999999,1.748472,1.305259544972577,6.0007901856943428E-2]
[null,"1445.5",1094,0,1094,1.1873448,1.7533439,1.3136664724862888,5.9410855747593562E-2]
[null,"1454",1094,0,1094,1.1894269,1.7512528999999999,1.3142090658135288,5.8991313114768178E-2]
[null,"1462.5",1094,0,1094,1.1827030999999999,1.7392904,1.3046411760511873,5.8512452203280309E-2]
[null,"1471",1094,0,1094,1.1666679,1.7184261000000001,1.2843479789762351,5.79381359493613E-2]
[null,"1479.5",1094,0,1094,1.1442102999999999,1.6993611,1.2569867751371118,5.7306990725558282E-2]
[null,"1488",1094,0,1094,1.1183422000000001,1.6759485999999999,1.2258504742230347,5.656166370575326E-2]
[null,"1496.5",1094,0,1094,1.0905985,1.6490628000000001,1.1925765122486272,5.5627222854680386E-2]
[null,"1505",1094,0,1094,1.0627116000000001,1.6198372999999999,1.1591218343692882,5.451029994388986E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1340759,1.8136676626142603,7.8286727191590799E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1429162000000002,1.8304554576782457,8.0394950865376222E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1423665999999999,1.8322837734917725,8.0333908450296754E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1370486999999998,1.8224335247714811,7.8569029207485652E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1258743,1.8051678058500911,7.5851280843147004E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1132555000000002,1.7836389396709329,7.2915876923514797E-2]
[null,"1964",1094,0,1094,1.5788096,2.0999165,1.7590479935100536,7.0012269308633926E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0830019000000002,1.7321904967093242,6.7383158616185407E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0672019000000001,1.703850783363803,6.5156976944067621E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0547589999999998,1.7639005202925044,5.8845704180555035E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",512,512,46.800731261425959]
[null,"","LOW",582,582,53.199268738574041]
[null,"Class","HIGH",512,512,46.800731261425959]
[null,"","LOW",582,582,53.199268738574041]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2412425,0.4053486,0.28634864382978714,2.4226334047647055E-2]
[null,"1165",470,0,470,0.3717763,0.58548310000000003,0.42837560404255365,3.166907375080949E-2]
[null,"1403",470,0,470,0.98416879999999995,1.612036,1.1348355791489364,7.6174561582692049E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6911579000000001,1.21311738574468,7.5275883735398369E-2]
[null,"1420",470,0,470,1.1153899,1.7343687000000001,1.2638574910638294,7.3450862793843108E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7580813,1.2958281480851062,7.1810386292253545E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7694460999999999,1.3140175625531902,7.0670359705190144E-2]
[null,"1445.5",470,0,470,1.1813072,1.7735467,1.3223131557446799,7.0034461207564028E-2]
[null,"1454",470,0,470,1.1833969,1.7714623,1.3227682155319145,6.9667136439793428E-2]
[null,"1462.5",470,0,470,1.1762925,1.7590516,1.3130834876595738,6.9301002016593435E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7347106999999999,1.2926228578723398,6.891281977015315E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.7027142,1.2650491265957446,6.8457494304824326E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6649065000000001,1.2336830523404259,6.7818814961563695E-2]
[null,"1496.5",470,0,470,1.078436,1.6225902999999999,1.2001525414893619,6.689874502069984E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5784748,1.1664292057446795,6.5703749443043497E-2]
[null,"1913",470,0,470,1.6373757,2.1481306999999998,1.826661027234044,8.248616569614528E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.1559681999999998,1.8436680070212765,8.4692271358291007E-2]
[null,"1930",470,0,470,1.6550658,2.1557301999999998,1.8454709625531927,8.4724744606704386E-2]
[null,"1938.5",470,0,470,1.6482393,2.1497771999999999,1.8353426074468069,8.2957397572826497E-2]
[null,"1947",470,0,470,1.6351035,2.1389368000000002,1.8177004668085102,8.0224239087661214E-2]
[null,"1955.5",470,0,470,1.6188452,2.1263702000000002,1.7957761155319154,7.7353060796516895E-2]
[null,"1964",470,0,470,1.5993453,2.1109357000000002,1.7707292838297881,7.4578898884078357E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0952324999999998,1.7434060061702141,7.2188635123462547E-2]
[null,"1981",470,0,470,1.5550659,2.0782440000000002,1.7146644055319142,7.0341482212022521E-2]
[null,"2491",470,0,470,1.6252377,2.0716627000000001,1.7732929265957449,6.205924982516238E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",226,226,48.085106382978722]
[null,"","LOW",244,244,51.914893617021278]
[null,"Class","HIGH",226,226,48.085106382978722]
[null,"","LOW",244,244,51.914893617021278]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99027518587931562,0.8768867198029564,0.8591435694024806,0.84498362188845255,0.83435739445039192,0.82754918510721376,0.82419455508207728,0.82394541819040334,0.8277998346394384,0.83571023821287171,0.84555785909194781,0.85551575685047498,0.86495059893632198,0.87333367882321644,0.24756555769244201,0.2190268591138633,0.214847745548541,0.22886004256533532,0.25604750253780706,0.29283807670519463,0.33685515946409428,0.38596046611552803,0.43785952953271207,0.37726843792804843,4.9683762281382667E-2,-4.9683762281382861E-2,4.9683762281382667E-2,-4.9683762281382861E-2]
[null,"1165",0.99027518587931562,1,0.90867889346366404,0.89342314419802116,0.88185581164733162,0.87359214909844085,0.86869690060721061,0.86669584112910458,0.86737980815395932,0.87198856933417335,0.88045870311118302,0.89060607011619475,0.90069827339136654,0.91017364842423165,0.91854857240947951,0.29802471106729783,0.27009107409943278,0.26664778884031431,0.28148686602031459,0.30952696032126575,0.34710863567508049,0.39177340937130078,0.44132495301181673,0.49346740673571865,0.43029032366855013,3.7023227352378771E-2,-3.702322735237875E-2,3.7023227352378771E-2,-3.702322735237875E-2]
[null,"1403",0.8768867198029564,0.90867889346366404,1,0.99870414761311077,0.99566600624092405,0.99187577588943199,0.98826515146406013,0.98550676509192647,0.983759981974479,0.98279473057804689,0.98219305423153669,0.98144465666667524,0.980092746917824,0.97792705037098493,0.97504548654506584,0.57731534830944897,0.54853562978377657,0.54412070799484658,0.55810965288453396,0.5846882079336081,0.61958681787847847,0.66003836861748955,0.70327204350117478,0.74692158949476917,0.68963458487776397,0.10288942173321665,-0.1028894217332167,0.10288942173321665,-0.1028894217332167]
[null,"1411.5",0.8591435694024806,0.89342314419802116,0.99870414761311077,1,0.99905694376247356,0.99683560924755332,0.99425157023673405,0.99204283818368255,0.99047293876440123,0.98927286975214457,0.9879923106997095,0.98627543446079735,0.98385222424621088,0.98059174374946922,0.97667315397963705,0.60717055404299336,0.5788622495206005,0.57469869665031792,0.58880796754156683,0.61530199912835482,0.64987356266998164,0.68972897176707626,0.73204628852038567,0.77445873108329488,0.7190824088708192,0.10667892900551598,-0.10667892900551607,0.10667892900551598,-0.10667892900551607]
[null,"1420",0.84498362188845255,0.88185581164733162,0.99566600624092405,0.99905694376247356,1,0.99932228408702628,0.99784940531665356,0.99631991729468605,0.99507708368188985,0.99388217701396075,0.99228277322133684,0.99001857871215848,0.98695678833198319,0.98303910112003168,0.97850262249734254,0.63058430758652828,0.60293322843913455,0.59911680949593704,0.6133591210879894,0.63977038014782717,0.67402293363264953,0.7133209013289642,0.75482172423139138,0.79617022753863442,0.74211713562037041,0.10578198393987143,-0.10578198393987144,0.10578198393987143,-0.10578198393987144]
[null,"1428.5",0.83435739445039192,0.87359214909844085,0.99187577588943199,0.99683560924755332,0.99932228408702628,1,0.99957040606819558,0.99873134184522894,0.99788123008453133,0.9968501898377905,0.99520017229603019,0.99271634059849212,0.98935660749648002,0.98512084008635159,0.98028313612019513,0.6466026332038447,0.61962322675669845,0.61618216775999579,0.63058237091465763,0.65696845923276903,0.69100106385760451,0.72989723665025974,0.77081131230787481,0.81140350070673017,0.75797195067511114,0.10176160923435759,-0.10176160923435758,0.10176160923435759,-0.10176160923435758]
[null,"1437",0.82754918510721376,0.86869690060721061,0.98826515146406013,0.99425157023673405,0.99784940531665356,0.99957040606819558,1,0.99976901183190503,0.99930862185476521,0.99853628964691932,0.9970339931514679,0.99458918894287218,0.99120612997540669,0.986924423030486,0.98203586657378528,0.65485928266413562,0.62842901521601136,0.62533351935775816,0.63992062295099139,0.66637582188163003,0.70035063699608058,0.73908160486532981,0.77972587641152691,0.81995697314583293,0.76649082269940649,9.6217026186083077E-2,-9.6217026186083132E-2,9.6217026186083077E-2,-9.6217026186083132E-2]
[null,"1445.5",0.82419455508207728,0.86669584112910458,0.98550676509192647,0.99204283818368255,0.99631991729468605,0.99873134184522894,0.99976901183190503,1,0.99986541017190056,0.99936854464780134,0.99811014829991973,0.99585292705285888,0.99261405525982604,0.98845510235761669,0.98367157499086821,0.65714278833022899,0.63108546742530158,0.62825991260190206,0.64303148465933424,0.66961574429032211,0.70365869276022175,0.74241435916405751,0.78304410515425171,0.8232313884772664,0.76932965273931031,9.0725867575573993E-2,-9.0725867575573979E-2,9.0725867575573993E-2,-9.0725867575573979E-2]
[null,"1454",0.82394541819040334,0.86737980815395932,0.983759981974479,0.99047293876440123,0.99507708368188985,0.99788123008453133,0.99930862185476521,0.99986541017190056,1,0.9997928800867758,0.99885790447542777,0.99690945343890736,0.99395255512386538,0.99005558939306693,0.98550731884376142,0.65476423904141823,0.62892024415529257,0.62629771775257026,0.64125452141510797,0.66802361670435717,0.70224980687221594,0.74119883017987731,0.78203581010329037,0.82244802119167659,0.76792577135612372,8.6034259573064542E-2,-8.6034259573064514E-2,8.6034259573064542E-2,-8.6034259573064514E-2]
[null,"1462.5",0.8277998346394384,0.87198856933417335,0.98279473057804689,0.98927286975214457,0.99388217701396075,0.9968501898377905,0.99853628964691932,0.99936854464780134,0.9997928800867758,1,0.99960929356502015,0.99824019115958462,0.99584841578206318,0.99249397438084785,0.98844303969069836,0.6457650553046832,0.62000628013183701,0.61757250249852469,0.63277856982044312,0.65986460309929573,0.69448112803521311,0.73390130570972456,0.77529495578652174,0.81634967813107351,0.76081142720461592,8.0688948809250746E-2,-8.0688948809250774E-2,8.0688948809250746E-2,-8.0688948809250774E-2]
[null,"1471",0.83571023821287171,0.88045870311118302,0.98219305423153669,0.9879923106997095,0.99228277322133684,0.99520017229603019,0.9970339931514679,0.99811014829991973,0.99885790447542777,0.99960929356502015,1,0.99950106420980533,0.99797804040865346,0.9954693002660282,0.99220047002032963,0.62965637590344847,0.60387452746848025,0.60162099015910697,0.61713446922447524,0.64466361829811702,0.67986498643056947,0.72002157318184101,0.76231310482097958,0.8044222737792609,0.74742823534714808,7.3826925585778774E-2,-7.3826925585778774E-2,7.3826925585778774E-2,-7.3826925585778774E-2]
[null,"1479.5",0.84555785909194781,0.89060607011619475,0.98144465666667524,0.98627543446079735,0.99001857871215848,0.99271634059849212,0.99458918894287218,0.99585292705285888,0.99690945343890736,0.99824019115958462,0.99950106420980533,1,0.99948499316211192,0.99796500938444843,0.99561595975093398,0.60961760839051138,0.58374821318902759,0.58164451810027318,0.59745795434521265,0.62545199785558681,0.66129111673058472,0.70227022174088083,0.74558444578593031,0.7889118961378293,0.73031029276713633,6.6391983827720755E-2,-6.6391983827720727E-2,6.6391983827720755E-2,-6.6391983827720727E-2]
[null,"1488",0.85551575685047498,0.90069827339136654,0.980092746917824,0.98385222424621088,0.98695678833198319,0.98935660749648002,0.99120612997540669,0.99261405525982604,0.99395255512386538,0.99584841578206318,0.99797804040865346,0.99948499316211192,1,0.99949519935917386,0.99809508606913966,0.58856261254860009,0.56260300558658294,0.56062517506956067,0.57670022018421896,0.60511242539646692,0.64154113338786056,0.68329470776493983,0.72758976982248103,0.772100630006476,0.71201744220413588,5.9313017705528763E-2,-5.9313017705528728E-2,5.9313017705528763E-2,-5.9313017705528728E-2]
[null,"1496.5",0.86495059893632198,0.91017364842423165,0.97792705037098493,0.98059174374946922,0.98303910112003168,0.98512084008635159,0.986924423030486,0.98845510235761669,0.99005558939306693,0.99249397438084785,0.9954693002660282,0.99796500938444843,0.99949519935917386,1,0.99954900504490396,0.56756681134862941,0.54154687312129812,0.53968205093772603,0.55597402749975688,0.58473981128588992,0.62167881324219165,0.66411480538445899,0.70929196376154657,0.75488322705641897,0.69352995292157904,5.2573221922490872E-2,-5.2573221922490872E-2,5.2573221922490872E-2,-5.2573221922490872E-2]
[null,"1505",0.87333367882321644,0.91854857240947951,0.97504548654506584,0.97667315397963705,0.97850262249734254,0.98028313612019513,0.98203586657378528,0.98367157499086821,0.98550731884376142,0.98844303969069836,0.99220047002032963,0.99561595975093398,0.99809508606913966,0.99954900504490396,1,0.5479197545200678,0.52187842928190376,0.52011254728434897,0.53657059170201504,0.56560972605822035,0.60295554299627974,0.6459468329742819,0.69185912409830375,0.73836657283579443,0.67604349051602564,4.6596574340702759E-2,-4.6596574340702752E-2,4.6596574340702759E-2,-4.6596574340702752E-2]
[null,"1913",0.24756555769244201,0.29802471106729783,0.57731534830944897,0.60717055404299336,0.63058430758652828,0.6466026332038447,0.65485928266413562,0.65714278833022899,0.65476423904141823,0.6457650553046832,0.62965637590344847,0.60961760839051138,0.58856261254860009,0.56756681134862941,0.5479197545200678,1,0.99915676704009582,0.99868773551928047,0.99897067256584027,0.99860824397250036,0.99604767076324441,0.98980520337181643,0.97881834330484208,0.96240276711050876,0.97188887105352162,0.1741581079176085,-0.17415810791760869,0.1741581079176085,-0.17415810791760869]
[null,"1921.5",0.2190268591138633,0.27009107409943278,0.54853562978377657,0.5788622495206005,0.60293322843913455,0.61962322675669845,0.62842901521601136,0.63108546742530158,0.62892024415529257,0.62000628013183701,0.60387452746848025,0.58374821318902759,0.56260300558658294,0.54154687312129812,0.52187842928190376,0.99915676704009582,1,0.99989099203747456,0.99954219731079608,0.9978902902575848,0.9935816285477902,0.98524916304689381,0.97196571049537139,0.95315662581054839,0.96449210182831646,0.17036969176296465,-0.17036969176296479,0.17036969176296465,-0.17036969176296479]
[null,"1930",0.214847745548541,0.26664778884031431,0.54412070799484658,0.57469869665031792,0.59911680949593704,0.61618216775999579,0.62533351935775816,0.62825991260190206,0.62629771775257026,0.61757250249852469,0.60162099015910697,0.58164451810027318,0.56062517506956067,0.53968205093772603,0.52011254728434897,0.99868773551928047,0.99989099203747456,1,0.99970348599828796,0.99801628956031863,0.99360851841319042,0.98513233770417663,0.97167884902091428,0.95268912574823517,0.96382022559594205,0.1669608950513839,-0.16696089505138387,0.1669608950513839,-0.16696089505138387]
[null,"1938.5",0.22886004256533532,0.28148686602031459,0.55810965288453396,0.58880796754156683,0.6133591210879894,0.63058237091465763,0.63992062295099139,0.64303148465933424,0.64125452141510797,0.63277856982044312,0.61713446922447524,0.59745795434521265,0.57670022018421896,0.55597402749975688,0.53657059170201504,0.99897067256584027,0.99954219731079608,0.99970348599828796,1,0.99921513216164426,0.99594213715389213,0.9887818886520594,0.97674619730522405,0.95922295189376261,0.96865345410149262,0.16419499765316778,-0.16419499765316781,0.16419499765316778,-0.16419499765316781]
[null,"1947",0.25604750253780706,0.30952696032126575,0.5846882079336081,0.61530199912835482,0.63977038014782717,0.65696845923276903,0.66637582188163003,0.66961574429032211,0.66802361670435717,0.65986460309929573,0.64466361829811702,0.62545199785558681,0.60511242539646692,0.58473981128588992,0.56560972605822035,0.99860824397250036,0.9978902902575848,0.99801628956031863,0.99921513216164426,1,0.99870252362071821,0.99385967245797124,0.9843514368080365,0.96946034063875897,0.97607186277740021,0.16127563712922849,-0.16127563712922849,0.16127563712922849,-0.16127563712922849]
[null,"1955.5",0.29283807670519463,0.34710863567508049,0.61958681787847847,0.64987356266998164,0.67402293363264953,0.69100106385760451,0.70035063699608058,0.70365869276022175,0.70224980687221594,0.69448112803521311,0.67986498643056947,0.66129111673058472,0.64154113338786056,0.62167881324219165,0.60295554299627974,0.99604767076324441,0.9935816285477902,0.99360851841319042,0.99594213715389213,0.99870252362071821,1,0.99818716787097106,0.99199897879361731,0.98059260210396215,0.98359948488008375,0.15853113200551772,-0.15853113200551788,0.15853113200551772,-0.15853113200551788]
[null,"1964",0.33685515946409428,0.39177340937130078,0.66003836861748955,0.68972897176707626,0.7133209013289642,0.72989723665025974,0.73908160486532981,0.74241435916405751,0.74119883017987731,0.73390130570972456,0.72002157318184101,0.70227022174088083,0.68329470776493983,0.66411480538445899,0.6459468329742819,0.98980520337181643,0.98524916304689381,0.98513233770417663,0.9887818886520594,0.99385967245797124,0.99818716787097106,1,0.99778070628118898,0.99056493747418117,0.98917417824086151,0.15531914073663766,-0.15531914073663763,0.15531914073663766,-0.15531914073663763]
[null,"1972.5",0.38596046611552803,0.44132495301181673,0.70327204350117478,0.73204628852038567,0.75482172423139138,0.77081131230787481,0.77972587641152691,0.78304410515425171,0.78203581010329037,0.77529495578652174,0.76231310482097958,0.74558444578593031,0.72758976982248103,0.70929196376154657,0.69185912409830375,0.97881834330484208,0.97196571049537139,0.97167884902091428,0.97674619730522405,0.9843514368080365,0.99199897879361731,0.99778070628118898,1,0.99747552859856703,0.99105764516184269,0.15095704308502542,-0.15095704308502542,0.15095704308502542,-0.15095704308502542]
[null,"1981",0.43785952953271207,0.49346740673571865,0.74692158949476917,0.77445873108329488,0.79617022753863442,0.81140350070673017,0.81995697314583293,0.8232313884772664,0.82244802119167659,0.81634967813107351,0.8044222737792609,0.7889118961378293,0.772100630006476,0.75488322705641897,0.73836657283579443,0.96240276711050876,0.95315662581054839,0.95268912574823517,0.95922295189376261,0.96946034063875897,0.98059260210396215,0.99056493747418117,0.99747552859856703,1,0.98807246856729158,0.14519646545521045,-0.14519646545521053,0.14519646545521045,-0.14519646545521053]
[null,"2491",0.37726843792804843,0.43029032366855013,0.68963458487776397,0.7190824088708192,0.74211713562037041,0.75797195067511114,0.76649082269940649,0.76932965273931031,0.76792577135612372,0.76081142720461592,0.74742823534714808,0.73031029276713633,0.71201744220413588,0.69352995292157904,0.67604349051602564,0.97188887105352162,0.96449210182831646,0.96382022559594205,0.96865345410149262,0.97607186277740021,0.98359948488008375,0.98917417824086151,0.99105764516184269,0.98807246856729158,1,0.16329595805172489,-0.16329595805172509,0.16329595805172489,-0.16329595805172509]
[null,"Class-HIGH",4.9683762281382667E-2,3.7023227352378771E-2,0.10288942173321665,0.10667892900551598,0.10578198393987143,0.10176160923435759,9.6217026186083077E-2,9.0725867575573993E-2,8.6034259573064542E-2,8.0688948809250746E-2,7.3826925585778774E-2,6.6391983827720755E-2,5.9313017705528763E-2,5.2573221922490872E-2,4.6596574340702759E-2,0.1741581079176085,0.17036969176296465,0.1669608950513839,0.16419499765316778,0.16127563712922849,0.15853113200551772,0.15531914073663766,0.15095704308502542,0.14519646545521045,0.16329595805172489,1,-1.0000000000000002,1,-1.0000000000000002]
[null,"Class-LOW",-4.9683762281382861E-2,-3.702322735237875E-2,-0.1028894217332167,-0.10667892900551607,-0.10578198393987144,-0.10176160923435758,-9.6217026186083132E-2,-9.0725867575573979E-2,-8.6034259573064514E-2,-8.0688948809250774E-2,-7.3826925585778774E-2,-6.6391983827720727E-2,-5.9313017705528728E-2,-5.2573221922490872E-2,-4.6596574340702752E-2,-0.17415810791760869,-0.17036969176296479,-0.16696089505138387,-0.16419499765316781,-0.16127563712922849,-0.15853113200551788,-0.15531914073663763,-0.15095704308502542,-0.14519646545521053,-0.16329595805172509,-1.0000000000000002,1,-1.0000000000000002,1]
[null,"HIGH",4.9683762281382667E-2,3.7023227352378771E-2,0.10288942173321665,0.10667892900551598,0.10578198393987143,0.10176160923435759,9.6217026186083077E-2,9.0725867575573993E-2,8.6034259573064542E-2,8.0688948809250746E-2,7.3826925585778774E-2,6.6391983827720755E-2,5.9313017705528763E-2,5.2573221922490872E-2,4.6596574340702759E-2,0.1741581079176085,0.17036969176296465,0.1669608950513839,0.16419499765316778,0.16127563712922849,0.15853113200551772,0.15531914073663766,0.15095704308502542,0.14519646545521045,0.16329595805172489,1,-1.0000000000000002,1,-1.0000000000000002]
[null,"LOW",-4.9683762281382861E-2,-3.702322735237875E-2,-0.1028894217332167,-0.10667892900551607,-0.10578198393987144,-0.10176160923435758,-9.6217026186083132E-2,-9.0725867575573979E-2,-8.6034259573064514E-2,-8.0688948809250774E-2,-7.3826925585778774E-2,-6.6391983827720727E-2,-5.9313017705528728E-2,-5.2573221922490872E-2,-4.6596574340702752E-2,-0.17415810791760869,-0.17036969176296479,-0.16696089505138387,-0.16419499765316781,-0.16127563712922849,-0.15853113200551788,-0.15531914073663763,-0.15095704308502542,-0.14519646545521053,-0.16329595805172509,-1.0000000000000002,1,-1.0000000000000002,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.47294877773733812,0.96516684609573722,0.99986206634525321]
[null,"R²Y cum",0.47565521752020623,0.96535836847448575,0.99986314372895235]
[null,"R²X cum",0.50755036936617193,0.83323909441256705,0.98889765917660788]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.45823406092140956,-0.54424403712316671,0.63076404717518408,4.9683762281381709E-2,4.9683762281382063E-2,4.9683762281382077E-2]
[null,"1165",0.48854128812331621,-0.58540893417143069,0.5995996719627128,3.702322735237857E-2,3.7023227352378882E-2,3.7023227352378875E-2]
[null,"1403",0.68425124849471208,-0.62168819116007357,0.36028265935553327,0.10288942173321622,0.10288942173321704,0.10288942173321707]
[null,"1411.5",0.70135991022185606,-0.62441759736783897,0.32597237684396163,0.10667892900551547,0.10667892900551633,0.10667892900551632]
[null,"1420",0.71234915357267659,-0.62926520564933841,0.29705982320310742,0.10578198393987062,0.10578198393987151,0.10578198393987147]
[null,"1428.5",0.71780757898173697,-0.63502737700457579,0.27536319177290053,0.10176160923435701,0.10176160923435763,0.10176160923435784]
[null,"1437",0.71865289119503595,-0.64065331688269367,0.26224142177764403,9.6217026186082411E-2,9.6217026186083188E-2,9.621702618608316E-2]
[null,"1445.5",0.71671640228782929,-0.64534814405779628,0.25652352315283211,9.0725867575573424E-2,9.0725867575574076E-2,9.0725867575574118E-2]
[null,"1454",0.71316471033239581,-0.64892386468270769,0.2571365720320225,8.6034259573063904E-2,8.6034259573064653E-2,8.6034259573064778E-2]
[null,"1462.5",0.70641544061074579,-0.65247325946047707,0.26603926759727875,8.0688948809250371E-2,8.068894880925101E-2,8.0688948809250954E-2]
[null,"1471",0.69560660771057525,-0.65637673842008326,0.28321841948757276,7.3826925585778261E-2,7.3826925585778885E-2,7.3826925585778871E-2]
[null,"1479.5",0.68245213634304702,-0.65987216455852482,0.30462717951892482,6.6391983827720338E-2,6.6391983827720852E-2,6.6391983827720893E-2]
[null,"1488",0.66869113080750997,-0.66240504546066359,0.32671146136961665,5.9313017705528291E-2,5.9313017705528846E-2,5.9313017705528846E-2]
[null,"1496.5",0.65478342060459127,-0.66409275454475458,0.34808201691702428,5.2573221922490428E-2,5.2573221922490851E-2,5.2573221922490948E-2]
[null,"1505",0.64161480839920915,-0.66486372130674354,0.36745629475070068,4.6596574340702447E-2,4.6596574340702801E-2,4.6596574340702822E-2]
[null,"1913",0.76973868905113985,-0.37231308599651469,-0.51382854375779963,0.17415810791760769,0.17415810791760905,0.17415810791760905]
[null,"1921.5",0.75711613225050778,-0.35815037136690853,-0.54104518616744568,0.17036969176296354,0.1703696917629649,0.17036969176296501]
[null,"1930",0.75399849736252156,-0.35901109225515798,-0.54517533873341295,0.16696089505138256,0.16696089505138451,0.16696089505138428]
[null,"1938.5",0.75846996712485726,-0.37099092918291227,-0.53231297418701307,0.16419499765316697,0.1641949976531682,0.16419499765316822]
[null,"1947",0.76722496911206928,-0.39085446894094794,-0.50658680787936861,0.16127563712922763,0.16127563712922918,0.16127563712922918]
[null,"1955.5",0.77811770900330579,-0.4154072856981284,-0.47022910816059893,0.15853113200551661,0.15853113200551805,0.15853113200551813]
[null,"1964",0.78907930592683218,-0.4432153992290544,-0.42442867753774421,0.15531914073663661,0.15531914073663777,0.15531914073663797]
[null,"1972.5",0.79816282971309482,-0.47289740284057696,-0.37077360527872505,0.15095704308502475,0.15095704308502619,0.15095704308502594]
[null,"1981",0.80403246663403982,-0.50306260117521373,-0.31087867912685924,0.14519646545520956,0.14519646545521089,0.14519646545521087]
[null,"2491",0.79772941385257723,-0.45379547143658361,-0.37352886040293598,0.16329595805172417,0.16329595805172575,0.16329595805172567]
[null,"Class-HIGH",0.68967761854376985,0.69978793284414365,0.18575461031820067,0.99999999999997014,1.0000000000000036,0.99999999999998646]
[null,"Class-LOW",-0.68967761854377063,-0.69978793284414342,-0.18575461031820062,-0.99999999999996692,-0.99999999999999578,-0.99999999999998568]
[null,"HIGH",0.68967761854376985,0.69978793284414365,0.18575461031820067,0.99999999999997014,1.0000000000000036,0.99999999999998646]
[null,"LOW",-0.68967761854377063,-0.69978793284414342,-0.18575461031820062,-0.99999999999996692,-0.99999999999999578,-0.99999999999998568]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2","w3"]
[null,"961",3.2361548370464753E-2,-0.1305691604559025,0.30070851022036954]
[null,"1165",2.4115101348588828E-2,-0.14702217350081045,0.28821839481553369]
[null,"1403",6.701708657591679E-2,-0.18090131974965754,0.17339570414389993]
[null,"1411.5",6.9485384411298395E-2,-0.18482793093844452,0.15737631622996556]
[null,"1420",6.8901158704655338E-2,-0.18898299596093451,0.14402579621799286]
[null,"1428.5",6.6282485228137539E-2,-0.19279929606288823,0.13417082008749281]
[null,"1437",6.2671017733091805E-2,-0.19580313465205826,0.12841794354016739]
[null,"1445.5",5.9094348277637161E-2,-0.19784028089012645,0.12613260839621521]
[null,"1454",5.6038466590404949E-2,-0.19893938813012263,0.12681582950710113]
[null,"1462.5",5.2556795217399019E-2,-0.19927787793553223,0.131525393902375]
[null,"1471",4.8087212273821185E-2,-0.19898738207882388,0.14025523174729512]
[null,"1479.5",4.3244458499009993E-2,-0.19818470031197019,0.15097901545183742]
[null,"1488",3.8633569668192869E-2,-0.19700244949209469,0.16196728184863626]
[null,"1496.5",3.4243599641273853E-2,-0.1956043322150138,0.17255875836470128]
[null,"1505",3.0350706653100697E-2,-0.19408198974669005,0.18213098254505516]
[null,"1913",0.1134379880807922,-0.1748667983959323,-0.25256547437366433]
[null,"1921.5",0.11097040094555037,-0.17245636545892895,-0.26567999676730097]
[null,"1930",0.10875007916230545,-0.17307336841744131,-0.26740357045737584]
[null,"1938.5",0.10694851023253756,-0.17594102195896205,-0.26075001803860859]
[null,"1947",0.1050469830037576,-0.18033213071408102,-0.24776953980604374]
[null,"1955.5",0.10325934794482311,-0.18536027310358111,-0.22958401663817893]
[null,"1964",0.10116721550475787,-0.19064086486061829,-0.2067684779285314]
[null,"1972.5",9.8325960582277216E-2,-0.19585029747004479,-0.18012799090679774]
[null,"1981",9.4573804886955978E-2,-0.20065870072988523,-0.15045114839049248]
[null,"2491",0.10636292024874608,-0.189655024129667,-0.18204368671869056]
[null,"Class-HIGH",0.65135059996435019,0.25704244244217739,9.0974170313987218E-2]
[null,"Class-LOW",-0.6513505999643503,-0.2570424424421775,-9.0974170313987218E-2]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1","w*2","w*3"]
[null,"961",3.2361548370464753E-2,-8.7570371717285878E-2,0.28436199000172363]
[null,"1165",2.4115101348588828E-2,-0.11498043877205251,0.26675531283611648]
[null,"1403",6.701708657591679E-2,-9.1855718019877269E-2,0.15624925012794902]
[null,"1411.5",6.9485384411298395E-2,-9.2502701919123784E-2,0.14010909151060466]
[null,"1420",6.8901158704655338E-2,-9.7434027627537612E-2,0.12583805450393931]
[null,"1428.5",6.6282485228137539E-2,-0.10472975913070864,0.11462120425794022]
[null,"1437",6.2671017733091805E-2,-0.11253215451568323,0.10741187604307913]
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[null,"Obs1194",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1204",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1219",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1223",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1240",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1246",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1249",3.4397022411046931,4.4392248710333453,11.760586031298214]
[null,"Obs1263",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1272",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1276",3.4397022411046931,4.4392248710333453,11.760586031298214]
[null,"Obs1287",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1290",3.4397022411046931,4.4392248710333453,11.760586031298214]
[null,"Obs1304",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1314",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1319",3.4397022411046931,4.4392248710333453,11.760586031298214]
[null,"Obs1328",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1338",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1345",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1352",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1356",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1366",3.4397022411046931,4.4392248710333453,11.760586031298214]
[null,"Obs1375",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1379",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1389",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1405",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1408",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1416",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1421",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1431",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1444",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1449",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1461",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1472",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1475",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1484",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1488",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1499",3.4397022411046931,4.4392248710333453,11.760586031298214]
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[null,"Obs1536",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[null,"Obs1545",3.4397022411046931,4.4392248710333453,11.760586031298214]
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[null,"Obs1557",-3.0259923495628822,-3.9052974810465058,-10.346082556743417]
[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.47294877773733901,0.93390935751041049,0.99604016176296051]
[null,"LOW",0.47294877773733845,0.96516684609573722,0.99986206634525321]
[null,"Class-LOW",3.3845169980361769,0.11724931876505916,3.0976182606316773,3.6714157354406765,2.5591144921911839,0.1570677852614919,2.1747834806930433,2.9434455036893246,2.5161028327768604,0.15817160633790969,2.1290708685015076,2.9031347970522132]
[null,"1964",0.52568027194353151,7.210465978677523E-2,0.34924653167371988,0.70211401221334313,0.79620491147174444,5.8659307093943035E-2,0.65267076287684223,0.93973906006664665,0.80740374338195797,5.6787970383043063E-2,0.66844859059931871,0.94635889616459723]
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[null,"1471",0.24986848455782401,0.11859841369456264,-4.0331369100399139E-2,0.54006833821604716,0.75702529240376049,4.0029223035627677E-2,0.65907731565502847,0.8549732691524925,0.75606839204011789,3.8773797326295732E-2,0.66119233122834919,0.85094445285188658]
[null,"1403",0.34823099677419012,0.10846901822948181,8.2816880041447438E-2,0.61364511350693274,0.71272044667817624,4.0448861099388299E-2,0.61374565261461589,0.8116952407417366,0.72003811368347104,3.9050918229689986E-2,0.62448396247314308,0.81559226489379899]
[]
[]
[]
[]
[null,1403,9.9676433136827544E-2,-9.9676433136827669E-2]
[null,1462.5,-4.3196625627812783E-2,4.3196625627812589E-2]
[null,1496.5,-0.1106288342265912,0.11062883422659103]
[null,1972.5,-1.9373396740835203E-2,1.9373396740834863E-2]
[]
[null,"F(LOW) = 0.451448491278541-0.360791382678698*961-7.62698062238039E-02*1165-9.96764331368277E-02*1403-9.40232249850546E-02*1411.5-7.49405003857501E-02*1420-4.73115742856431E-02*1428.5-1.77626579013718E-02*1437+7.77008742107233E-03*1445.5+2.65331057058863E-02*1454+4.31966256278126E-02*1462.5+6.12462591471037E-02*1471+7.91329057061383E-02*1479.5+9.52094519599383E-02*1488+0.110628834226591*1496.5+0.124587628457517*1505-3.86114416883499E-02*1913-2.40873379758081E-02*1921.5-1.31641755740297E-02*1930-5.15370340953862E-03*1938.5+2.49722810373971E-03*1947+8.13264454363861E-03*1955.5+1.31194268463543E-02*1964+1.93733967408349E-02*1972.5+0.027621138215487*1981-3.42516679943423E-02*2491-0.498496717271987*Class-HIGH+0.498496717271988*Class-LOW"]
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[null,"1972.5",0.15068454847619853,2.0855259392405762E-2,9.9653568928131347E-2,0.20171552802426571]
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[null,"1403",9.9676433136827544E-2,7.0074816335678664E-2,-7.1790459313464464E-2,0.27114332558711957]
[null,"1462.5",-4.3196625627812783E-2,9.527481862270562E-2,-0.27632570012647556,0.18993244887085001]
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[null,"1955.5",-8.1326445436389026E-3,3.1217420847071211E-2,-8.4518918855354841E-2,6.8253629768077029E-2]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"Obs539",1,"LOW","LOW",-1.8443668734269253E-2,1.0184436687342699,0.26175103061212857,0.73824896938787143]
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[null,"Obs587",1,"HIGH","HIGH",1.0020566901210533,-2.0566901210519357E-3,0.73186654921140348,0.26813345078859641]
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[null,"Obs613",1,"HIGH","HIGH",0.99869388942991688,1.306110570083876E-3,0.7305446748937946,0.2694553251062054]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",512,0,512,1]
[null,"LOW",0,582,582,1]
[null,"Total",512,582,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,1]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",226,0,226,1]
[null,"LOW",0,244,244,1]
[null,"Total",226,244,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA7","index":19,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:39:05"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28512223802559455,2.1686730676836987E-2]
[null,"1165",1094,0,1094,0.3717763,0.6634042,0.42662532321755042,2.8298303323537569E-2]
[null,"1403",1094,0,1094,0.99743409999999999,1.612036,1.1288480250457049,6.8662148537338444E-2]
[null,"1411.5",1094,0,1094,1.0754665000000001,1.6911579000000001,1.2070118542047517,6.7934732691927555E-2]
[null,"1420",1094,0,1094,1.1256914,1.7343687000000001,1.2577964777879351,6.6382127068319641E-2]
[null,"1428.5",1094,0,1094,1.1584684999999999,1.7580813,1.2898593022851919,6.4969103379377988E-2]
[null,"1437",1094,0,1094,1.1778192999999999,1.7694460999999999,1.3081406171846435,6.3961880862682507E-2]
[null,"1445.5",1094,0,1094,1.1873448,1.7735467,1.3165105663619761,6.3371974753555813E-2]
[null,"1454",1094,0,1094,1.1894269,1.7714623,1.3170262880255934,6.2985427010228398E-2]
[null,"1462.5",1094,0,1094,1.1827030999999999,1.7590516,1.3074196346435087,6.2549747434469505E-2]
[null,"1471",1094,0,1094,1.1666679,1.7347106999999999,1.2870750527422312,6.2039642177220036E-2]
[null,"1479.5",1094,0,1094,1.1442102999999999,1.7027142,1.2596491241316274,6.146956739048718E-2]
[null,"1488",1094,0,1094,1.1183422000000001,1.6759485999999999,1.2284426265996364,6.0760859856745848E-2]
[null,"1496.5",1094,0,1094,1.0905985,1.6490628000000001,1.1950923191956138,5.9833079309122697E-2]
[null,"1505",1094,0,1094,1.0627116000000001,1.6198372999999999,1.1615549787934203,5.8691435692660943E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8184157988116982,8.072079339991374E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8353393022851907,8.2869622910971635E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8371521003656297,8.282769235452038E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8271612305301648,8.1037459574555021E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.809716988025595,7.8295217232137074E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7879866236745909,7.5375498576022937E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7631788101462484,7.2495228720966629E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7361076407678269,6.9926122196493329E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7075792099634362,6.7794093723744051E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7668949541133465,6.0657150253891769E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",504,504,46.06946983546618]
[null,"","LOW",590,590,53.93053016453382]
[null,"Class","HIGH",504,504,46.06946983546618]
[null,"","LOW",590,590,53.93053016453382]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.40261249999999998,0.28494300978723408,2.1602632557517799E-2]
[null,"1165",470,0,470,0.36954720000000002,0.58655199999999996,0.42621361127659574,2.7783655249355367E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5929438,1.1276774312765958,6.7493249850833104E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6706795000000001,1.205989569999999,6.6760033436513447E-2]
[null,"1420",470,0,470,1.1153899,1.7136446000000001,1.2568712510638289,6.5126770138497478E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7367665999999999,1.2889934157446821,6.3593871216577086E-2]
[null,"1437",470,0,470,1.1711366999999999,1.748472,1.3073114072340422,6.2491914003454496E-2]
[null,"1445.5",470,0,470,1.1813072,1.7533439,1.3156930734042556,6.1832959578530022E-2]
[null,"1454",470,0,470,1.1833969,1.7512528999999999,1.3162106812765959,6.1392242547098366E-2]
[null,"1462.5",470,0,470,1.1762925,1.7392904,1.3066161819148945,6.0935027779577454E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7157524,1.2862751585106387,6.0412885657888771E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.684183,1.2588520844680857,5.9827376603416194E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6473222999999999,1.227649404042553,5.9108503126780031E-2]
[null,"1496.5",470,0,470,1.078436,1.6058223,1.1942965993617021,5.8168063948551597E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5626545000000001,1.1607656738297885,5.7016909903010823E-2]
[null,"1913",470,0,470,1.6411487,2.1340759,1.8156089825531909,7.7555198420502638E-2]
[null,"1921.5",470,0,470,1.656247,2.1429162000000002,1.8323000793617032,7.9668674477058526E-2]
[null,"1930",470,0,470,1.6588341,2.1423665999999999,1.8341391548936168,7.9659073761446986E-2]
[null,"1938.5",470,0,470,1.6519668999999999,2.1370486999999998,1.8243381178723408,7.7942264698043773E-2]
[null,"1947",470,0,470,1.6384848000000001,2.1258743,1.8071115193617018,7.5255026216843532E-2]
[null,"1955.5",470,0,470,1.6216934999999999,2.1132555000000002,1.7856561872340437,7.233896923787074E-2]
[null,"1964",470,0,470,1.6021426000000001,2.0999165,1.7611141489361706,6.9498582694045602E-2]
[null,"1972.5",470,0,470,1.5805507000000001,2.0830019000000002,1.7342882282978724,6.6957524393689086E-2]
[null,"1981",470,0,470,1.5580603,2.0672019000000001,1.7059858976595745,6.4892417535276609E-2]
[null,"2491",470,0,470,1.6219298,2.0547589999999998,1.766322904042553,5.8382115922178339E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",234,234,49.787234042553195]
[null,"","LOW",236,236,50.212765957446805]
[null,"Class","HIGH",234,234,49.787234042553195]
[null,"","LOW",236,236,50.212765957446805]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99078914480972025,0.88217380015697944,0.86562550305816199,0.85254788096864276,0.84284908285377702,0.83672659092909196,0.83382518300133224,0.83376348007688195,0.83759076362691154,0.84517959116989239,0.85452192666098126,0.86390868531865672,0.87279934954141236,0.88073128881919815,0.26514047071576613,0.23690960477765183,0.2333781983632652,0.24866572560294273,0.27728235250181754,0.31500064153267293,0.35947320597663612,0.40930437758736393,0.46144820518040458,0.40247276454649195,7.9824779705117477E-2,-7.9824779705117435E-2,7.9824779705117477E-2,-7.9824779705117435E-2]
[null,"1165",0.99078914480972025,1,0.91403741017510609,0.89997316957357354,0.88943584791987429,0.88202185503216057,0.87771787308881477,0.87607039714913526,0.87684653709701987,0.88128005319622993,0.88924579327405717,0.89870578843317628,0.9080499457520349,0.91681330854648935,0.92456923026217885,0.31743611338545824,0.28975374861638731,0.28692307911777171,0.30300363614642828,0.33238995633943924,0.370821882407045,0.41585767689121389,0.46599158132937873,0.51820059602735002,0.45663827485646047,7.3016023413956535E-2,-7.3016023413956521E-2,7.3016023413956535E-2,-7.3016023413956521E-2]
[null,"1403",0.88217380015697944,0.91403741017510609,1,0.99884585697009409,0.99613980968423532,0.99275263956665416,0.98951321389191493,0.98703980154239435,0.98546155117318068,0.9845768582417247,0.98399421936307141,0.9832353983839297,0.98191531104368268,0.97985226771022271,0.97717169812057203,0.58549881728817588,0.55711200413441275,0.55333430807525419,0.56837146371030978,0.59594382209376073,0.63140222683971836,0.67197317429553116,0.71546007927678312,0.7589383718845053,0.70430632308073249,0.14465139056316009,-0.14465139056316009,0.14465139056316009,-0.14465139056316009]
[null,"1411.5",0.86562550305816199,0.89997316957357354,0.99884585697009409,1,0.99915787943855416,0.99716515468732303,0.99483695726484012,0.99284826587363351,0.99142342354997948,0.99031948975255268,0.98911845130158438,0.98748720701461801,0.98520862982116186,0.98216714471999567,0.97855559909922329,0.61327367913432174,0.58534547081725929,0.58179691788363064,0.59691227176348094,0.62434853519751399,0.65945061863017973,0.69941051573196944,0.74196934602073594,0.78422331378212928,0.73131571316893007,0.14773237806553233,-0.14773237806553238,0.14773237806553233,-0.14773237806553238]
[null,"1420",0.85254788096864276,0.88943584791987429,0.99613980968423532,0.99915787943855416,1,0.99938987850759975,0.99805873612604912,0.99667798836735677,0.99554715134510741,0.99444675359860824,0.99295847150601824,0.99084117582177922,0.98799928370209622,0.98437894273447868,0.98021881624955165,0.63514372467153157,0.6078446431722121,0.60461531262926904,0.61982710178407585,0.64713883472855849,0.68190137120318206,0.7212959271849072,0.76303227687024333,0.80423511297071959,0.7525039058262023,0.1464012982310342,-0.14640129823103415,0.1464012982310342,-0.14640129823103415]
[null,"1428.5",0.84284908285377702,0.88202185503216057,0.99275263956665416,0.99716515468732303,0.99938987850759975,1,0.99961088837169632,0.99885259608967325,0.9980783989390537,0.9971295499438656,0.99560163438211569,0.99329867103519121,0.99020404464831457,0.98631416762083801,0.98189498354621008,0.65010704648301609,0.62344444759146,0.62056181727247761,0.63590196012765787,0.66315600145803266,0.69768530179290422,0.73667480766136084,0.77782157724422563,0.81827806700409578,0.76707540752211023,0.14211576702412151,-0.14211576702412157,0.14211576702412151,-0.14211576702412157]
[null,"1437",0.83672659092909196,0.87771787308881477,0.98951321389191493,0.99483695726484012,0.99805873612604912,0.99961088837169632,1,0.99979162917795783,0.9993724230169454,0.99866207629730996,0.99727500703646266,0.99501934566820893,0.9919179696146827,0.98800219388908816,0.98354897562573385,0.65776254499046138,0.63161392785679882,0.62905156736961854,0.64455647601841015,0.67185580167100367,0.70631938854962839,0.74514240135877763,0.78601691559463371,0.82611737500243954,0.77484776240472431,0.13638415767630224,-0.13638415767630224,0.13638415767630224,-0.13638415767630224]
[null,"1445.5",0.83382518300133224,0.87607039714913526,0.98703980154239435,0.99284826587363351,0.99667798836735677,0.99885259608967325,0.99979162917795783,1,0.99987687275349402,0.99941919476185093,0.99825877772983274,0.99618218158647875,0.99322189842052289,0.98942909123252576,0.98508041168703919,0.65977537609540171,0.63396895840889633,0.63165647713962803,0.64733082554120047,0.67474467223568058,0.70927240636880262,0.74811958278923174,0.78897826352162403,0.82903571255134001,0.77734843389715014,0.13083862463186857,-0.13083862463186857,0.13083862463186857,-0.13083862463186857]
[null,"1454",0.83376348007688195,0.87684653709701987,0.98546155117318068,0.99142342354997948,0.99554715134510741,0.9980783989390537,0.9993724230169454,0.99987687275349402,1,0.9998090790791363,0.99894794321631408,0.99715910140074193,0.99446220899850091,0.9909153966910681,0.98678686634201151,0.65738375367024782,0.6317679799348197,0.62964464187686864,0.6454962351123309,0.6730879096161142,0.70779741032012733,0.7468367909186483,0.78790017548161884,0.82817878076468943,0.77588858568822583,0.12609842228349905,-0.12609842228349905,0.12609842228349905,-0.12609842228349905]
[null,"1462.5",0.83759076362691154,0.88128005319622993,0.9845768582417247,0.99031948975255268,0.99444675359860824,0.9971295499438656,0.99866207629730996,0.99941919476185093,0.9998090790791363,1,0.99964060850497238,0.99838610853590015,0.99620923516812554,0.99316236450838469,0.98949158608184673,0.64866935734621578,0.62311946449568889,0.62117337156315577,0.63727163643546914,0.6651801909300018,0.70028069915777547,0.73978778157033886,0.78140385268154688,0.82231425736197472,0.76903243885551065,0.12066591034388119,-0.12066591034388119,0.12066591034388119,-0.12066591034388119]
[null,"1471",0.84517959116989239,0.88924579327405717,0.98399421936307141,0.98911845130158438,0.99295847150601824,0.99560163438211569,0.99727500703646266,0.99825877772983274,0.99894794321631408,0.99964060850497238,1,0.99954398031443159,0.99816106530948545,0.9958871233088985,0.99293041626780865,0.63320216500236115,0.60761211636060364,0.6058370308318004,0.62224670171344809,0.6506045125204275,0.6862927436085724,0.72653067185934983,0.76903842156110613,0.81098505516832631,0.75628637862990622,0.11378183950608091,-0.11378183950608092,0.11378183950608091,-0.11378183950608092]
[null,"1479.5",0.85452192666098126,0.89870578843317628,0.9832353983839297,0.98748720701461801,0.99084117582177922,0.99329867103519121,0.99501934566820893,0.99618218158647875,0.99715910140074193,0.99838610853590015,0.99954398031443159,1,0.99953396392800453,0.99815935230254715,0.99603867352617304,0.61418143634700362,0.58849478258775034,0.5868643578060081,0.60358017585481405,0.63240966425377454,0.66873469380209971,0.70978209962956895,0.75329744302801793,0.79643076693460468,0.74017935924147005,0.10636494266281915,-0.10636494266281919,0.10636494266281915,-0.10636494266281919]
[null,"1488",0.86390868531865672,0.9080499457520349,0.98191531104368268,0.98520862982116186,0.98799928370209622,0.99020404464831457,0.9919179696146827,0.99322189842052289,0.99446220899850091,0.99620923516812554,0.99816106530948545,0.99953396392800453,1,0.99954371403139042,0.99828064199705391,0.59433464268817948,0.56855046460775993,0.56704261141734635,0.58402853886236805,0.61328605892997357,0.65020175211785114,0.69201214481288587,0.73649306699235861,0.78077807626314599,0.72309012355524283,9.9293101600391828E-2,-9.9293101600391828E-2,9.9293101600391828E-2,-9.9293101600391828E-2]
[null,"1496.5",0.87279934954141236,0.91681330854648935,0.97985226771022271,0.98216714471999567,0.98437894273447868,0.98631416762083801,0.98800219388908816,0.98942909123252576,0.9909153966910681,0.99316236450838469,0.9958871233088985,0.99815935230254715,0.99954371403139042,1,0.99959371268608543,0.57458328694365979,0.54873150912797652,0.54733372891201315,0.56454749690670925,0.59417214079691816,0.6316028264083644,0.67408894508388728,0.7194423287744609,0.76478208677176462,0.70583792384521049,9.2547674332441585E-2,-9.2547674332441626E-2,9.2547674332441585E-2,-9.2547674332441626E-2]
[null,"1505",0.88073128881919815,0.92456923026217885,0.97717169812057203,0.97855559909922329,0.98021881624955165,0.98189498354621008,0.98354897562573385,0.98508041168703919,0.98678686634201151,0.98949158608184673,0.99293041626780865,0.99603867352617304,0.99828064199705391,0.99959371268608543,1,0.55610634533829884,0.53022263264288649,0.52891987887084602,0.54631164650268216,0.57622605478961386,0.61407306608702328,0.65711477509178229,0.70320222734604743,0.74944271949109542,0.68950741596736265,8.6551021220669919E-2,-8.6551021220669891E-2,8.6551021220669919E-2,-8.6551021220669891E-2]
[null,"1913",0.26514047071576613,0.31743611338545824,0.58549881728817588,0.61327367913432174,0.63514372467153157,0.65010704648301609,0.65776254499046138,0.65977537609540171,0.65738375367024782,0.64866935734621578,0.63320216500236115,0.61418143634700362,0.59433464268817948,0.57458328694365979,0.55610634533829884,1,0.99918425233053498,0.99876082171134928,0.9990600112981689,0.99862027692264199,0.99585658579605496,0.9893309072726898,0.97791877445106401,0.96103468992869734,0.97102125493963898,0.20955680520593478,-0.20955680520593489,0.20955680520593478,-0.20955680520593489]
[null,"1921.5",0.23690960477765183,0.28975374861638731,0.55711200413441275,0.58534547081725929,0.6078446431722121,0.62344444759146,0.63161392785679882,0.63396895840889633,0.6317679799348197,0.62311946449568889,0.60761211636060364,0.58849478258775034,0.56855046460775993,0.54873150912797652,0.53022263264288649,0.99918425233053498,1,0.99989799454333472,0.99952521162543795,0.99776629881931389,0.99324164226778633,0.98463285311449034,0.97091865747788331,0.95164401583388747,0.96343394194201237,0.20550491827811812,-0.20550491827811818,0.20550491827811812,-0.20550491827811818]
[null,"1930",0.2333781983632652,0.28692307911777171,0.55333430807525419,0.58179691788363064,0.60461531262926904,0.62056181727247761,0.62905156736961854,0.63165647713962803,0.62964464187686864,0.62117337156315577,0.6058370308318004,0.5868643578060081,0.56704261141734635,0.54733372891201315,0.52891987887084602,0.99876082171134928,0.99989799454333472,1,0.99968313309060186,0.99790297363247837,0.99330535453620816,0.98458968040564321,0.97074067826786314,0.95132189274512702,0.96285418799556699,0.20199743642862095,-0.20199743642862095,0.20199743642862095,-0.20199743642862095]
[null,"1938.5",0.24866572560294273,0.30300363614642828,0.56837146371030978,0.59691227176348094,0.61982710178407585,0.63590196012765787,0.64455647601841015,0.64733082554120047,0.6454962351123309,0.63727163643546914,0.62224670171344809,0.60358017585481405,0.58402853886236805,0.56454749690670925,0.54631164650268216,0.9990600112981689,0.99952521162543795,0.99968313309060186,1,0.99917973041434904,0.99578649384510154,0.98845736989894339,0.97611140713027045,0.95824051137541399,0.96806293194028181,0.19915863875931497,-0.19915863875931494,0.19915863875931497,-0.19915863875931494]
[null,"1947",0.27728235250181754,0.33238995633943924,0.59594382209376073,0.62434853519751399,0.64713883472855849,0.66315600145803266,0.67185580167100367,0.67474467223568058,0.6730879096161142,0.6651801909300018,0.6506045125204275,0.63240966425377454,0.61328605892997357,0.59417214079691816,0.57622605478961386,0.99862027692264199,0.99776629881931389,0.99790297363247837,0.99917973041434904,1,0.99866201643388619,0.99372600482095419,0.98400105616690636,0.9688505191145681,0.97587365680493532,0.19646839451203185,-0.19646839451203191,0.19646839451203185,-0.19646839451203191]
[null,"1955.5",0.31500064153267293,0.370821882407045,0.63140222683971836,0.65945061863017973,0.68190137120318206,0.69768530179290422,0.70631938854962839,0.70927240636880262,0.70779741032012733,0.70028069915777547,0.6862927436085724,0.66873469380209971,0.65020175211785114,0.6316028264083644,0.61407306608702328,0.99585658579605496,0.99324164226778633,0.99330535453620816,0.99578649384510154,0.99866201643388619,1,0.99816281193461665,0.99184961311551134,0.98026398211442789,0.98373247893824589,0.19407123754086969,-0.19407123754086963,0.19407123754086969,-0.19407123754086963]
[null,"1964",0.35947320597663612,0.41585767689121389,0.67197317429553116,0.69941051573196944,0.7212959271849072,0.73667480766136084,0.74514240135877763,0.74811958278923174,0.7468367909186483,0.73978778157033886,0.72653067185934983,0.70978209962956895,0.69201214481288587,0.67408894508388728,0.65711477509178229,0.9893309072726898,0.98463285311449034,0.98458968040564321,0.98845736989894339,0.99372600482095419,0.99816281193461665,1,0.99773075415831991,0.99039241230711461,0.98952421998949047,0.19110682192854425,-0.19110682192854428,0.19110682192854425,-0.19110682192854428]
[null,"1972.5",0.40930437758736393,0.46599158132937873,0.71546007927678312,0.74196934602073594,0.76303227687024333,0.77782157724422563,0.78601691559463371,0.78897826352162403,0.78790017548161884,0.78140385268154688,0.76903842156110613,0.75329744302801793,0.73649306699235861,0.7194423287744609,0.70320222734604743,0.97791877445106401,0.97091865747788331,0.97074067826786314,0.97611140713027045,0.98400105616690636,0.99184961311551134,0.99773075415831991,1,0.99744180058877197,0.99160033670294057,0.18712270858634128,-0.18712270858634134,0.18712270858634128,-0.18712270858634134]
[null,"1981",0.46144820518040458,0.51820059602735002,0.7589383718845053,0.78422331378212928,0.80423511297071959,0.81827806700409578,0.82611737500243954,0.82903571255134001,0.82817878076468943,0.82231425736197472,0.81098505516832631,0.79643076693460468,0.78077807626314599,0.76478208677176462,0.74944271949109542,0.96103468992869734,0.95164401583388747,0.95132189274512702,0.95824051137541399,0.9688505191145681,0.98026398211442789,0.99039241230711461,0.99744180058877197,1,0.9887536522960142,0.18181232435252684,-0.18181232435252684,0.18181232435252684,-0.18181232435252684]
[null,"2491",0.40247276454649195,0.45663827485646047,0.70430632308073249,0.73131571316893007,0.7525039058262023,0.76707540752211023,0.77484776240472431,0.77734843389715014,0.77588858568822583,0.76903243885551065,0.75628637862990622,0.74017935924147005,0.72309012355524283,0.70583792384521049,0.68950741596736265,0.97102125493963898,0.96343394194201237,0.96285418799556699,0.96806293194028181,0.97587365680493532,0.98373247893824589,0.98952421998949047,0.99160033670294057,0.9887536522960142,1,0.19470119506513539,-0.19470119506513536,0.19470119506513539,-0.19470119506513536]
[null,"Class-HIGH",7.9824779705117477E-2,7.3016023413956535E-2,0.14465139056316009,0.14773237806553233,0.1464012982310342,0.14211576702412151,0.13638415767630224,0.13083862463186857,0.12609842228349905,0.12066591034388119,0.11378183950608091,0.10636494266281915,9.9293101600391828E-2,9.2547674332441585E-2,8.6551021220669919E-2,0.20955680520593478,0.20550491827811812,0.20199743642862095,0.19915863875931497,0.19646839451203185,0.19407123754086969,0.19110682192854425,0.18712270858634128,0.18181232435252684,0.19470119506513539,1,-1,1,-1]
[null,"Class-LOW",-7.9824779705117435E-2,-7.3016023413956521E-2,-0.14465139056316009,-0.14773237806553238,-0.14640129823103415,-0.14211576702412157,-0.13638415767630224,-0.13083862463186857,-0.12609842228349905,-0.12066591034388119,-0.11378183950608092,-0.10636494266281919,-9.9293101600391828E-2,-9.2547674332441626E-2,-8.6551021220669891E-2,-0.20955680520593489,-0.20550491827811818,-0.20199743642862095,-0.19915863875931494,-0.19646839451203191,-0.19407123754086963,-0.19110682192854428,-0.18712270858634134,-0.18181232435252684,-0.19470119506513536,-1,1,-1,1]
[null,"HIGH",7.9824779705117477E-2,7.3016023413956535E-2,0.14465139056316009,0.14773237806553233,0.1464012982310342,0.14211576702412151,0.13638415767630224,0.13083862463186857,0.12609842228349905,0.12066591034388119,0.11378183950608091,0.10636494266281915,9.9293101600391828E-2,9.2547674332441585E-2,8.6551021220669919E-2,0.20955680520593478,0.20550491827811812,0.20199743642862095,0.19915863875931497,0.19646839451203185,0.19407123754086969,0.19110682192854425,0.18712270858634128,0.18181232435252684,0.19470119506513539,1,-1,1,-1]
[null,"LOW",-7.9824779705117435E-2,-7.3016023413956521E-2,-0.14465139056316009,-0.14773237806553238,-0.14640129823103415,-0.14211576702412157,-0.13638415767630224,-0.13083862463186857,-0.12609842228349905,-0.12066591034388119,-0.11378183950608092,-0.10636494266281919,-9.9293101600391828E-2,-9.2547674332441626E-2,-8.6551021220669891E-2,-0.20955680520593489,-0.20550491827811818,-0.20199743642862095,-0.19915863875931494,-0.19646839451203191,-0.19407123754086963,-0.19110682192854428,-0.18712270858634134,-0.18181232435252684,-0.19470119506513536,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.38185105613980208,0.96476378911431326,0.99986713755492906]
[null,"R²Y cum",0.38392063152096956,0.9652584104782288,0.99986976135251571]
[null,"R²X cum",0.59908419778815614,0.83822625879618773,0.98955051569131891]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.54744303508142933,-0.48579205302095813,0.61012794792014946,7.9824779705117324E-2,7.9824779705116755E-2,7.9824779705116644E-2]
[null,"1165",0.58515698700828234,-0.51852289989131195,0.57685624541522085,7.3016023413956757E-2,7.3016023413956285E-2,7.3016023413956063E-2]
[null,"1403",0.77307999833951258,-0.52087255509840447,0.34202127227213441,0.14465139056316051,0.1446513905631594,0.14465139056315915]
[null,"1411.5",0.7882622083783557,-0.52152322420922825,0.3092665302975518,0.14773237806553272,0.14773237806553177,0.14773237806553124]
[null,"1420",0.79826255907188393,-0.52501313926087456,0.28163694905419256,0.14640129823103445,0.14640129823103348,0.14640129823103309]
[null,"1428.5",0.80342437675777822,-0.53012166624130597,0.26093501660586538,0.14211576702412212,0.14211576702412115,0.14211576702412088]
[null,"1437",0.80443446217614489,-0.53571929136438845,0.24846027060589532,0.13638415767630283,0.13638415767630169,0.13638415767630133]
[null,"1445.5",0.80291866093388187,-0.54069250413540781,0.24312740968785043,0.13083862463186907,0.13083862463186807,0.13083862463186766]
[null,"1454",0.79986880653168058,-0.54478407731057876,0.24384684885232658,0.12609842228349946,0.12609842228349838,0.12609842228349835]
[null,"1462.5",0.79388578307278024,-0.54933817290966092,0.25255404356408889,0.12066591034388176,0.12066591034388091,0.12066591034388061]
[null,"1471",0.784262188552313,-0.55476808875089201,0.26921102546308456,0.11378183950608151,0.11378183950608063,0.11378183950608003]
[null,"1479.5",0.77255006887795419,-0.5601136517611498,0.28975111653320285,0.10636494266281964,0.10636494266281882,0.10636494266281844]
[null,"1488",0.76024993252215889,-0.564626901164482,0.31081654503431272,9.9293101600392189E-2,9.9293101600391356E-2,9.9293101600390968E-2]
[null,"1496.5",0.74774415124956861,-0.56835699975886245,0.33120043820807926,9.2547674332441793E-2,9.2547674332441196E-2,9.254767433244096E-2]
[null,"1505",0.73582135365049939,-0.57110604563748346,0.34973373575896571,8.6551021220670293E-2,8.6551021220669697E-2,8.6551021220669475E-2]
[null,"1913",0.81093147539227506,-0.25590829613905652,-0.52191604545918069,0.20955680520593584,0.20955680520593409,0.20955680520593403]
[null,"1921.5",0.79656400819839335,-0.24309662165573975,-0.54863157456074474,0.20550491827811951,0.20550491827811787,0.20550491827811718]
[null,"1930",0.7937948881486443,-0.24470099676698598,-0.55225529580842636,0.2019974364286222,0.20199743642862039,0.20199743642861973]
[null,"1938.5",0.80018768903262483,-0.25712946487196747,-0.53862589296642638,0.19915863875931522,0.19915863875931394,0.19915863875931372]
[null,"1947",0.81195217054856017,-0.27690266509912231,-0.51208044328948865,0.19646839451203288,0.1964683945120316,0.19646839451203107]
[null,"1955.5",0.82633422830901093,-0.30095772419945899,-0.47519364643324258,0.19407123754087088,0.19407123754086889,0.19407123754086916]
[null,"1964",0.84101427822422858,-0.32822698634778341,-0.42921632483241273,0.19110682192854503,0.19110682192854361,0.19110682192854342]
[null,"1972.5",0.85424433214287077,-0.35766846393499008,-0.3749577272414818,0.18712270858634181,0.1871227085863402,0.18712270858633936]
[null,"1981",0.86430300878990329,-0.38773078807627726,-0.31469556301547769,0.18181232435252756,0.18181232435252637,0.18181232435252548]
[null,"2491",0.85008540906562202,-0.3436817196779049,-0.37678102937627778,0.19470119506513628,0.19470119506513467,0.19470119506513436]
[null,"Class-HIGH",0.61961329191760384,0.7624550996335846,0.18604126121451384,1.0000000000000089,1.0000000000000167,1.00000000000002]
[null,"Class-LOW",-0.6196132919176035,-0.76245509963358438,-0.18604126121451367,-1.0000000000000089,-1.0000000000000167,-1.00000000000002]
[null,"HIGH",0.61961329191760384,0.7624550996335846,0.18604126121451384,1.0000000000000089,1.0000000000000167,1.00000000000002]
[null,"LOW",-0.6196132919176035,-0.76245509963358438,-0.18604126121451367,-1.0000000000000089,-1.0000000000000167,-1.00000000000002]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2","w3"]
[null,"961",4.9526032930896954E-2,-0.13647316553113586,0.29523426287744298]
[null,"1165",4.5301646850031345E-2,-0.15235085466813547,0.28134961214744336]
[null,"1403",8.9746687169020428E-2,-0.1759248283618603,0.16696267300830139]
[null,"1411.5",9.1658237555577629E-2,-0.17925334431322554,0.15145850418923085]
[null,"1420",9.0832389943338185E-2,-0.18321394008199052,0.13851658729132241]
[null,"1428.5",8.8173499302311886E-2,-0.18715161232896374,0.12897251848260241]
[null,"1437",8.4617412152986057E-2,-0.1904966285364128,0.12341566521232582]
[null,"1445.5",8.1176773128455157E-2,-0.19292026862021439,0.12124968172108024]
[null,"1454",7.823578890686736E-2,-0.19442005903455883,0.12196550241248819]
[null,"1462.5",7.4865272054670515E-2,-0.19532786131741425,0.12661127644356471]
[null,"1471",7.0594158244259728E-2,-0.19581253633327067,0.13517154595278411]
[null,"1479.5",6.5992460893369312E-2,-0.19589667475232772,0.14558523118750438]
[null,"1488",6.1604847991289582E-2,-0.19560755940476549,0.15619782960499445]
[null,"1496.5",5.7419753409887676E-2,-0.19507965691772242,0.16642938429741583]
[null,"1505",5.3699224013052882E-2,-0.19434784316432779,0.17570234369433238]
[null,"1913",0.13001623397975248,-0.15411457509412108,-0.26005633140510226]
[null,"1921.5",0.12750230426819401,-0.15156251934807893,-0.27313497554800459]
[null,"1930",0.1253261421513126,-0.15250523053917625,-0.27464665520541998]
[null,"1938.5",0.12356485464919106,-0.15608301269977604,-0.26752940608542058]
[null,"1947",0.12189573478847492,-0.16133386881654005,-0.25397589297059792]
[null,"1955.5",0.12040845633267594,-0.16728387866076028,-0.23527402381130438]
[null,"1964",0.11856923114747309,-0.17362950376298725,-0.21205444379040628]
[null,"1972.5",0.11609735049443175,-0.18003893092669157,-0.18475284133574513]
[null,"1981",0.11280260586236165,-0.18611227303233843,-0.15449368395012902]
[null,"2491",0.12079930360099424,-0.17469560982110505,-0.18610607469564233]
[null,"Class-HIGH",0.62043432019296008,0.32415330656643149,9.2390899891016454E-2]
[null,"Class-LOW",-0.62043432019296008,-0.32415330656643138,-9.2390899891016426E-2]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1","w*2","w*3"]
[null,"961",4.9526032930896954E-2,-7.8072800097303482E-2,0.27978762255385814]
[null,"1165",4.5301646850031345E-2,-9.8931822812955969E-2,0.26177603105846264]
[null,"1403",8.9746687169020428E-2,-7.0096862401823334E-2,0.15309406550372479]
[null,"1411.5",9.1658237555577629E-2,-7.1171306413368857E-2,0.1373773188063985]
[null,"1420",9.0832389943338185E-2,-7.6105729470395206E-2,0.12345913029953917]
[null,"1428.5",8.8173499302311886E-2,-8.3178726230462269E-2,0.11251567480523249]
[null,"1437",8.4617412152986057E-2,-9.0717027802094508E-2,0.1054673746689207]
[null,"1445.5",8.1176773128455157E-2,-9.7197818529051239E-2,0.1020191719765326]
[null,"1454",7.823578890686736E-2,-0.10216557403390687,0.10175212626115895]
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[null,"Obs1109",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1112",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1118",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1129",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1143",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1147",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1155",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1167",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1176",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1182",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1191",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1192",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1210",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1218",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1222",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1233",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1241",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1244",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1262",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1264",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1275",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1287",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1303",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1314",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1323",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1327",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1339",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1346",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1359",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1369",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1372",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1382",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1396",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1401",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1416",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1420",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1435",4.5401990434703876,3.5356545002706086,11.749356869441828]
[null,"Obs1444",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1447",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1457",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1466",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1469",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1480",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1483",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1497",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1516",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1520",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1531",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1538",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1546",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[null,"Obs1557",-3.8784073184899541,-3.0202879120955677,-10.036738749489279]
[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.38185105613980252,0.94299721574278716,0.9962293776279757]
[null,"LOW",0.38185105613980297,0.96476378911431326,0.99986713755492906]
[null,"Class-HIGH",3.2238712960009916,0.14697915276888404,2.8642262780314529,3.5835163139705304,2.4171206727704044,0.13818973831219217,2.0789825764334138,2.7552587691073951,2.3765959282504912,0.13971101175716891,2.0347354100247612,2.7184564464762211]
[null,"1462.5",0.38901136476346732,0.10687241641075899,0.12750399180334437,0.65051873772359026,0.82498323120628225,4.434600461146871E-2,0.71647247083710608,0.93349399157545843,0.81976847253138407,4.2664682128458323E-2,0.71537175992492485,0.92416518513784329]
[null,"1479.5",0.3429068855514536,0.11080859676261844,7.1768026583231115E-2,0.61404574451967608,0.81902038342032391,4.3744419887405607E-2,0.71198164778948647,0.92605911905116134,0.81693559395342596,4.2121686583489165E-2,0.71386754353373882,0.92000364437311311]
[null,"1955.5",0.62566069208739972,6.6727308340598174E-2,0.46238485633027682,0.78893652784452262,0.78150048319444698,4.3091801584742025E-2,0.67605864696578377,0.88694231942311019,0.80083512389881484,4.2045113873553912E-2,0.69795444014386787,0.9037158076537618]
[null,"1403",0.46633746596319969,9.9862166709115102E-2,0.22198355546644466,0.71069137645995473,0.76796402451082635,4.569164004960817E-2,0.65616061295804251,0.87976743606361019,0.77162658462017264,4.4664919340855251E-2,0.66233546804795507,0.88091770119239021]
[]
[]
[]
[]
[null,1403,0.10188365630122256,-0.10188365630122247]
[null,1462.5,-4.1504868261594538E-2,4.1504868261594649E-2]
[null,1496.5,-0.10237208642907349,0.10237208642907361]
[null,1972.5,-2.3762060443918206E-2,2.3762060443918227E-2]
[]
[null,"F(LOW) = 0.44960569295819-0.31432601776451*961-8.15055193466335E-02*1165-0.101883656301222*1403-9.32853149110599E-02*1411.5-0.073027101923435*1420-4.54166272283233E-02*1428.5-1.64926993466229E-02*1437+7.89943480431186E-03*1445.5+2.57194772885451E-02*1454+4.15048682615946E-02*1462.5+5.80730411620608E-02*1471+7.42156702756161E-02*1479.5+8.86343147173894E-02*1488+0.102372086429074*1496.5+0.114706774912613*1505-4.18430016323844E-02*1913-2.91062573757332E-02*1921.5-1.83159430267296E-02*1930-8.89296707843971E-03*1938.5+2.83429685004868E-04*1947+7.76739728506419E-03*1955.5+1.53692862603839E-02*1964+2.37620604439182E-02*1972.5+3.35348800300495E-02*1981-9.8000781147909E-03*2491-0.498445843572992*Class-HIGH+0.498445843572992*Class-LOW"]
[null,"1165",7.4544535594190844E-2,1.5627932519061378E-2,3.6304363666662579E-2,0.11278470752171911]
[null,"1437",0.13620911180734704,1.6308737568827933E-2,9.6303069994570112E-2,0.17611515362012398]
[null,"1488",9.8389412492175907E-2,1.4824132238052736E-2,6.2116068928135613E-2,0.13466275605621619]
[null,"1913",0.21026110871937129,4.0672939287608963E-2,0.11073801510100312,0.30978420233773946]
[null,"1972.5",0.18684955787056834,3.6549798739311939E-2,9.741542536435828E-2,0.27628369037677841]
[null,"Intercept",0.55039430704180847,0.96320695467711781,-1.8064881215019855,2.9072767355856026]
[null,"1403",0.10188365630122256,5.4567077295727559E-2,-3.1637167059529431E-2,0.23540447966197456]
[null,"1462.5",-4.1504868261594538E-2,6.6933321986458044E-2,-0.20528480123231169,0.12227506470912262]
[null,"1913",4.1843001632384351E-2,4.7169861247655008E-2,-7.3577486759660277E-2,0.15726349002442899]
[null,"1955.5",-7.7673972850642089E-3,4.3422341560406467E-2,-0.11401803566864539,9.8483241098516985E-2]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"Obs408",1,"LOW","LOW",6.6270960074519686E-3,0.99337290399254841,0.27155532047194453,0.72844467952805558]
[null,"Obs413",1,"HIGH","HIGH",1.0008251656493417,-8.2516564934138035E-4,0.73138292970092156,0.26861707029907844]
[null,"Obs423",1,"HIGH","HIGH",1.0007030730511879,-7.0307305118770817E-4,0.73133495389316561,0.26866504610683445]
[null,"Obs437",1,"HIGH","HIGH",1.0084592890723723,-8.4592890723719141E-3,0.7343719414126445,0.2656280585873555]
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[null,"Obs447",1,"HIGH","HIGH",1.0004519040831037,-4.5190408310334369E-4,0.73123624098705109,0.26876375901294897]
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[null,"Obs554",1,"HIGH","HIGH",1.0005711547121925,-5.7115471219233499E-4,0.73128311100671417,0.26871688899328583]
[null,"Obs557",1,"LOW","LOW",-6.155030699494933E-3,1.0061550306994955,0.2665280114479498,0.7334719885520502]
[null,"Obs576",1,"HIGH","HIGH",1.0025759133594567,-2.5759133594564169E-3,0.73207028269729957,0.26792971730270038]
[null,"Obs582",1,"LOW","LOW",-2.9171048548297996E-3,1.0029171048548302,0.26779589359141182,0.73220410640858813]
[null,"Obs586",1,"HIGH","HIGH",0.99666017256463901,3.339827435361333E-3,0.72974325360150938,0.27025674639849062]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",504,0,504,1]
[null,"LOW",0,590,590,1]
[null,"Total",504,590,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999999645]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",234,0,234,1]
[null,"LOW",0,236,236,1]
[null,"Total",234,236,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"PLS-DA6","index":25,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:38:37"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28454661672760495,2.1801554457805319E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42581357650822699,2.8397066846661018E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.6085881,1.1278419493601455,6.8011897205523031E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6706795000000001,1.2061118953382086,6.7157546681224839E-2]
[null,"1420",1094,0,1094,1.1153899,1.7136446000000001,1.2569690372943298,6.5529283488594589E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7367665999999999,1.2890767031992696,6.4073125520845792E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.748472,1.3073779286106046,6.3059838005515428E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7533439,1.3157497170932373,6.2482108880125002E-2]
[null,"1454",1094,0,1094,1.1833969,1.7512528999999999,1.3162560441499114,6.2111178758362723E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7392904,1.3066283201096927,6.1725382480794753E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7184261000000001,1.286245396892139,6.1292354279457874E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.6993611,1.2587705375685554,6.0812655407043531E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2275143828153563,6.020067326243507E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1941176319012774,5.936923365447349E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1605419479890298,5.8314733305257306E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1340759,1.8189210296160863,7.9377655596070143E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1429162000000002,1.835883236471662,8.1599449336404187E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1423665999999999,1.8377157756855584,8.159122736273125E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1370486999999998,1.8277014149908597,7.9797433878532581E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1258743,1.8101938731261411,7.7002022467497794E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1132555000000002,1.7884069939670921,7.402047700309751E-2]
[null,"1964",1094,0,1094,1.5788096,2.0999165,1.7635338728519199,7.108186114649441E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0830019000000002,1.7363667476234013,6.8436077980860821E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0672019000000001,1.7077356793418637,6.628282947364543E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0547589999999998,1.7674247762340052,5.9389733592189763E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",504,504,46.06946983546618]
[null,"","LOW",590,590,53.93053016453382]
[null,"Class","HIGH",504,504,46.06946983546618]
[null,"","LOW",590,590,53.93053016453382]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.39174569999999997,0.28628286021276611,2.128252425797043E-2]
[null,"1165",470,0,470,0.37279610000000002,0.58403130000000003,0.42810308127659585,2.7483203458035389E-2]
[null,"1403",470,0,470,1.0032662999999999,1.612036,1.1300192329787238,6.8993425363473859E-2]
[null,"1411.5",470,0,470,1.081477,1.6911579000000001,1.2080843678723414,6.8553554390783394E-2]
[null,"1420",470,0,470,1.1347905,1.7343687000000001,1.2587972508510625,6.7096445744342328E-2]
[null,"1428.5",470,0,470,1.1697369,1.7580813,1.29081504,6.5666100192077553E-2]
[null,"1437",470,0,470,1.1905794000000001,1.7694460999999999,1.3090866865957433,6.4580956038853984E-2]
[null,"1445.5",470,0,470,1.2007418999999999,1.7735467,1.3174640714893617,6.389618429700461E-2]
[null,"1454",470,0,470,1.2027459,1.7714623,1.3180035468085114,6.3420882531383019E-2]
[null,"1462.5",470,0,470,1.1951484999999999,1.7590516,1.308458092765957,6.2848527547235716E-2]
[null,"1471",470,0,470,1.1774895999999999,1.7347106999999999,1.2882063148936178,6.2147070380151659E-2]
[null,"1479.5",470,0,470,1.1528673,1.7027142,1.260897134893618,6.1349778703096325E-2]
[null,"1488",470,0,470,1.1246489,1.6649065000000001,1.22981003957447,6.0402636003608526E-2]
[null,"1496.5",470,0,470,1.0945643,1.6225902999999999,1.1965653395744682,5.9233639029502565E-2]
[null,"1505",470,0,470,1.0645286,1.5784748,1.1631236646808523,5.7874108032256087E-2]
[null,"1913",470,0,470,1.6411487,2.1481306999999998,1.8144329772340426,8.0668128963264876E-2]
[null,"1921.5",470,0,470,1.656247,2.1559681999999998,1.83103398574468,8.2607131936758504E-2]
[null,"1930",470,0,470,1.6588341,2.1557301999999998,1.8328271106382981,8.2516442351504349E-2]
[null,"1938.5",470,0,470,1.6519668999999999,2.1497771999999999,1.8230807523404253,8.0810944389370601E-2]
[null,"1947",470,0,470,1.6384848000000001,2.1389368000000002,1.8060014931914889,7.8254638808242363E-2]
[null,"1955.5",470,0,470,1.6216934999999999,2.1263702000000002,1.7846777082978729,7.5490110651819431E-2]
[null,"1964",470,0,470,1.6021426000000001,2.1109357000000002,1.7602876838297876,7.279130652419602E-2]
[null,"1972.5",470,0,470,1.5805507000000001,2.0952324999999998,1.7336851157446813,7.0434771654144024E-2]
[null,"1981",470,0,470,1.5580603,2.0782440000000002,1.7056216902127659,6.8424337089516715E-2]
[null,"2491",470,0,470,1.6219298,2.0716627000000001,1.7650896585106388,6.1314446329158556E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",234,234,49.787234042553195]
[null,"","LOW",236,236,50.212765957446805]
[null,"Class","HIGH",234,234,49.787234042553195]
[null,"","LOW",236,236,50.212765957446805]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
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[null,"1165",0.991056548771171,1,0.91695784346619968,0.90325991705475217,0.893083286467934,0.88595581458224804,0.88184468613390266,0.88031287565674443,0.88118822650769635,0.88569373111917937,0.89373235135544593,0.9031959098283483,0.91245917444195979,0.92109408130008075,0.92867911280600113,0.29712222161181345,0.26860382387634302,0.26573792792966744,0.28250956355078471,0.31290617757531047,0.35290163310051581,0.4001728933975367,0.45279336248439983,0.50799129574170998,0.44350634128617777,4.3544021666447892E-2,-4.3544021666447844E-2,4.3544021666447892E-2,-4.3544021666447844E-2]
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[null,"1454",0.84119813603762128,0.88118822650769635,0.98474718117957183,0.99084322030646532,0.99519081926805208,0.99790907248259308,0.99931552503898113,0.99986669084816149,1,0.9997982369188918,0.99889623688083107,0.99703530470845003,0.99425046408623796,0.99061286412559635,0.98640659631408756,0.6353905702900472,0.60867502585250588,0.60631254577331428,0.62287682732125671,0.65159054280963435,0.68801423647004911,0.72945930440224482,0.77309882577638533,0.8162957298654846,0.76031295648320663,0.10761270105637581,-0.1076127010563757,0.10761270105637581,-0.1076127010563757]
[null,"1462.5",0.8450743231586445,0.88569373111917937,0.98378191789519354,0.98964411825052689,0.99400078446850926,0.99688698721491331,0.99855395209018816,0.99937954153079522,0.9997982369188918,1,0.9996248753619591,0.99832249869835221,0.99607835883041551,0.99295819369870808,0.98922385483999231,0.62635827511142206,0.59974957526622652,0.59758418298369553,0.61439902642464861,0.64342749533744414,0.68023598873018054,0.72214244321169196,0.76633839337026033,0.8101799241560641,0.75307222442137745,0.10144054891719603,-0.10144054891719585,0.10144054891719603,-0.10144054891719585]
[null,"1471",0.85272181076514275,0.89373235135544593,0.98313653145449298,0.98835430770075172,0.99241659077525013,0.99526819641633868,0.99709009642923951,0.99816009260423366,0.99889623688083107,0.9996248753619591,1,0.9995277189216909,0.99810473784339138,0.99578033434736424,0.9927777161375354,0.61024448414256016,0.58363586624605435,0.58166112778973711,0.59879133219489056,0.62826692448998556,0.66565940477211294,0.7082967866560439,0.75339886402171852,0.79830911779690483,0.73963659098056733,9.3573797229833638E-2,-9.3573797229833763E-2,9.3573797229833638E-2,-9.3573797229833763E-2]
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[null,"1488",0.87130116510306832,0.91245917444195979,0.98092547226837201,0.98425578842625805,0.98724021013349128,0.98964660387900605,0.9915211912411982,0.99293431967555279,0.99425046408623796,0.99607835883041551,0.99810473784339138,0.99952195775048081,1,0.99953602874258074,0.99825873335286663,0.56996895641587841,0.5432404675722371,0.54156884203055522,0.55927661272221685,0.58963930247452401,0.62824160749385249,0.67244267356342369,0.71953909868740351,0.76684975360480701,0.70495030013743809,7.69907960687813E-2,-7.6990796068781314E-2,7.69907960687813E-2,-7.6990796068781314E-2]
[null,"1496.5",0.88001946525396368,0.92109408130008075,0.97878498789368995,0.98111556499490638,0.98350969581041359,0.98564309544956408,0.98749552452785638,0.98903966546587885,0.99061286412559635,0.99295819369870808,0.99578033434736424,0.99812025079640221,0.99953602874258074,1,0.99959016457893857,0.54965784021611985,0.52289542133346623,0.5213497730257286,0.53928226414343228,0.57000196239972367,0.60910505640411261,0.65396901873064073,0.70193809412610075,0.75032217664066492,0.68708748115286788,6.9278109087740056E-2,-6.9278109087740028E-2,6.9278109087740056E-2,-6.9278109087740028E-2]
[null,"1505",0.88772436762660922,0.92867911280600113,0.97602261106904942,0.97740909583977964,0.97924915962208314,0.98112359923395775,0.98294717025907596,0.98460355683846768,0.98640659631408756,0.98922385483999231,0.9927777161375354,0.99597126665679281,0.99825873335286663,0.99959016457893857,1,0.53081433908157383,0.50405267264840403,0.50261721386129632,0.52072254538172436,0.5517190039142178,0.59121992587386651,0.63661956517387608,0.68531263209373749,0.73460352175466026,0.67032863866449766,6.2365902736473564E-2,-6.2365902736473605E-2,6.2365902736473564E-2,-6.2365902736473605E-2]
[null,"1913",0.24741094531551924,0.29712222161181345,0.55962948207767171,0.58838086062914119,0.6113420423289998,0.6272439971240833,0.63550346156811344,0.63777754366378792,0.6353905702900472,0.62635827511142206,0.61024448414256016,0.59048558617799685,0.56996895641587841,0.54965784021611985,0.53081433908157383,1,0.99912548128311029,0.99863904539804804,0.99893705865808169,0.9984905434284701,0.99565781000034215,0.98884985379324364,0.97683262739645071,0.95886554298934212,0.96976309402924254,0.20783223616230442,-0.20783223616230442,0.20783223616230442,-0.20783223616230442]
[null,"1921.5",0.21828707875807843,0.26860382387634302,0.52989905943690196,0.5591030552272469,0.58272777730108472,0.59932270619937578,0.60815835517113692,0.61082891566799391,0.60867502585250588,0.59974957526622652,0.58363586624605435,0.56381911308434118,0.5432404675722371,0.52289542133346623,0.50405267264840403,0.99912548128311029,1,0.99988580491186529,0.99950178412919755,0.99770458935136996,0.99304508435907701,0.98404295387079743,0.96960902069010546,0.9491151539219268,0.96179568366240242,0.2028439936409282,-0.20284399364092817,0.2028439936409282,-0.20284399364092817]
[null,"1930",0.21472659634717281,0.26573792792966744,0.5257671979756231,0.55519272062003744,0.57915313442037852,0.59612322257658601,0.60530999275231978,0.60825677789636368,0.60631254577331428,0.59758418298369553,0.58166112778973711,0.56200779180842808,0.54156884203055522,0.5213497730257286,0.50261721386129632,0.99863904539804804,0.99988580491186529,1,0.99967297086194828,0.99784606137489107,0.99309592208118569,0.98395789441636883,0.96936248066992636,0.94869728221269944,0.96102688000316994,0.19886200424677322,-0.19886200424677289,0.19886200424677322,-0.19886200424677289]
[null,"1938.5",0.23073547659322624,0.28250956355078471,0.54147664240373994,0.57097985721070188,0.59504405626581092,0.6121516121271604,0.62151346949307884,0.6246382441059275,0.62287682732125671,0.61439902642464861,0.59879133219489056,0.57944602135898837,0.55927661272221685,0.53928226414343228,0.52072254538172436,0.99893705865808169,0.99950178412919755,0.99967297086194828,1,0.99916037057250384,0.99565545140148937,0.9879664246289499,0.97494501579931392,0.95591061927534837,0.96632189083971431,0.19581444657875446,-0.19581444657875452,0.19581444657875446,-0.19581444657875452]
[null,"1947",0.26038649389450919,0.31290617757531047,0.5701505608854468,0.59952259059024127,0.6234684389661288,0.64052276131578223,0.64993332835976025,0.65317422412888326,0.65159054280963435,0.64342749533744414,0.62826692448998556,0.60938843090305095,0.58963930247452401,0.57000196239972367,0.5517190039142178,0.9984905434284701,0.99770458935136996,0.99784606137489107,0.99916037057250384,1,0.99861231125022476,0.99341364154212097,0.98312697078376499,0.96694751826843683,0.97431302665474628,0.1926584535850116,-0.19265845358501163,0.1926584535850116,-0.19265845358501163]
[null,"1955.5",0.2997166365441522,0.35290163310051581,0.60735750354572815,0.63637757949345353,0.65998080784590907,0.67679221856441774,0.68612689538593685,0.68942310276122254,0.68801423647004911,0.68023598873018054,0.66565940477211294,0.64741069549223029,0.62824160749385249,0.60910505640411261,0.59121992587386651,0.99565781000034215,0.99304508435907701,0.99309592208118569,0.99565545140148937,0.99861231125022476,1,0.99805143552966802,0.99134769575192438,0.97893655674366231,0.98244887949190862,0.18982605399620286,-0.189826053996203,0.18982605399620286,-0.189826053996203]
[null,"1964",0.34648294867314261,0.4001728933975367,0.65045161461313261,0.67885245706537323,0.70186775901774756,0.71824466326521164,0.72738648264207462,0.73068818481823472,0.72945930440224482,0.72214244321169196,0.7082967866560439,0.69085545087240019,0.67244267356342369,0.65396901873064073,0.63661956517387608,0.98884985379324364,0.98404295387079743,0.98395789441636883,0.9879664246289499,0.99341364154212097,0.99805143552966802,1,0.99758830146602739,0.98971606301624016,0.98852448437864604,0.18641404862564567,-0.18641404862564573,0.18641404862564567,-0.18641404862564573]
[null,"1972.5",0.39887042133022138,0.45279336248439983,0.69663237405507772,0.72408857082287736,0.74625440978578494,0.76201115417391463,0.7708570923300111,0.77412877333308239,0.77309882577638533,0.76633839337026033,0.75339886402171852,0.73697858907214986,0.71953909868740351,0.70193809412610075,0.68531263209373749,0.97683262739645071,0.96960902069010546,0.96936248066992636,0.97494501579931392,0.98312697078376499,0.99134769575192438,0.99758830146602739,1,0.99724257585728515,0.99067063213002338,0.181664952745834,-0.18166495274583397,0.181664952745834,-0.18166495274583397]
[null,"1981",0.45404679501522077,0.50799129574170998,0.74325090875339694,0.76943695249778266,0.79049639708932873,0.80545277236904678,0.81390327232197235,0.81711053951448775,0.8162957298654846,0.8101799241560641,0.79830911779690483,0.78311014304908044,0.76684975360480701,0.75032217664066492,0.73460352175466026,0.95886554298934212,0.9491151539219268,0.94869728221269944,0.95591061927534837,0.96694751826843683,0.97893655674366231,0.98971606301624016,0.99724257585728515,1,0.98754389396770059,0.1754071755955674,-0.17540717559556732,0.1754071755955674,-0.17540717559556732]
[null,"2491",0.39250043210743407,0.44350634128617777,0.68574443113751882,0.71362883228359653,0.73574848282524419,0.75106010749642793,0.7592508920912886,0.76186745605691286,0.76031295648320663,0.75307222442137745,0.73963659098056733,0.72275057501652618,0.70495030013743809,0.68708748115286788,0.67032863866449766,0.96976309402924254,0.96179568366240242,0.96102688000316994,0.96632189083971431,0.97431302665474628,0.98244887949190862,0.98852448437864604,0.99067063213002338,0.98754389396770059,1,0.19680662231871826,-0.19680662231871809,0.19680662231871826,-0.19680662231871809]
[null,"Class-HIGH",5.1614848084037303E-2,4.3544021666447892E-2,0.12803920155920023,0.13232474341264902,0.13097412677146397,0.12606100916749577,0.11943571789431492,0.11303285485513373,0.10761270105637581,0.10144054891719603,9.3573797229833638E-2,8.5087676277130556E-2,7.69907960687813E-2,6.9278109087740056E-2,6.2365902736473564E-2,0.20783223616230442,0.2028439936409282,0.19886200424677322,0.19581444657875446,0.1926584535850116,0.18982605399620286,0.18641404862564567,0.181664952745834,0.1754071755955674,0.19680662231871826,1,-1,1,-1]
[null,"Class-LOW",-5.1614848084037712E-2,-4.3544021666447844E-2,-0.12803920155920015,-0.13232474341264899,-0.13097412677146397,-0.12606100916749563,-0.1194357178943148,-0.11303285485513363,-0.1076127010563757,-0.10144054891719585,-9.3573797229833763E-2,-8.5087676277130514E-2,-7.6990796068781314E-2,-6.9278109087740028E-2,-6.2365902736473605E-2,-0.20783223616230442,-0.20284399364092817,-0.19886200424677289,-0.19581444657875452,-0.19265845358501163,-0.189826053996203,-0.18641404862564573,-0.18166495274583397,-0.17540717559556732,-0.19680662231871809,-1,1,-1,1]
[null,"HIGH",5.1614848084037303E-2,4.3544021666447892E-2,0.12803920155920023,0.13232474341264902,0.13097412677146397,0.12606100916749577,0.11943571789431492,0.11303285485513373,0.10761270105637581,0.10144054891719603,9.3573797229833638E-2,8.5087676277130556E-2,7.69907960687813E-2,6.9278109087740056E-2,6.2365902736473564E-2,0.20783223616230442,0.2028439936409282,0.19886200424677322,0.19581444657875446,0.1926584535850116,0.18982605399620286,0.18641404862564567,0.181664952745834,0.1754071755955674,0.19680662231871826,1,-1,1,-1]
[null,"LOW",-5.1614848084037712E-2,-4.3544021666447844E-2,-0.12803920155920015,-0.13232474341264899,-0.13097412677146397,-0.12606100916749563,-0.1194357178943148,-0.11303285485513363,-0.1076127010563757,-0.10144054891719585,-9.3573797229833763E-2,-8.5087676277130514E-2,-7.6990796068781314E-2,-6.9278109087740028E-2,-6.2365902736473605E-2,-0.20783223616230442,-0.20284399364092817,-0.19886200424677289,-0.19581444657875452,-0.19265845358501163,-0.189826053996203,-0.18641404862564573,-0.18166495274583397,-0.17540717559556732,-0.19680662231871809,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.41522414866778568,0.95164003697016708,0.99987882680722262]
[null,"R²Y cum",0.41603573698925395,0.95177967742214187,0.9998794790623311]
[null,"R²X cum",0.55993565409793888,0.83424544691054747,0.98967507789460796]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.49583642115473492,-0.54588975995974154,0.60648760398217039,5.1614848084035818E-2,5.1614848084036227E-2,5.161484808403613E-2]
[null,"1165",0.53014504197792944,-0.57856142215716955,0.57398733957618631,4.354402166644758E-2,4.3544021666447816E-2,4.3544021666447733E-2]
[null,"1403",0.7272527360343729,-0.57215787562439657,0.35928160124925129,0.12803920155919937,0.12803920155920054,0.1280392015591999]
[null,"1411.5",0.74440571346265982,-0.57210366377451116,0.3271729811745166,0.13232474341264797,0.13232474341264883,0.13232474341264877]
[null,"1420",0.75554955704191729,-0.57576145056430517,0.29920869752148527,0.13097412677146308,0.13097412677146406,0.13097412677146383]
[null,"1428.5",0.76118792238209931,-0.58137399536022361,0.27768241615185718,0.12606100916749494,0.12606100916749566,0.12606100916749563]
[null,"1437",0.76211250727015933,-0.58756699337591101,0.26426275464934773,0.11943571789431406,0.11943571789431515,0.11943571789431484]
[null,"1445.5",0.7601899259927577,-0.59305913223424289,0.25814134194628008,0.11303285485513301,0.11303285485513384,0.11303285485513379]
[null,"1454",0.75657989275259008,-0.59753865176446219,0.2582894721056086,0.10761270105637499,0.1076127010563758,0.10761270105637549]
[null,"1462.5",0.74962079940536286,-0.60250038326192523,0.2664793211904003,0.1014405489171953,0.10144054891719589,0.10144054891719562]
[null,"1471",0.73848328383091333,-0.6084616942547324,0.28257029828484886,9.3573797229833083E-2,9.357379722983393E-2,9.3573797229833347E-2]
[null,"1479.5",0.72505323004020661,-0.61435177942944807,0.30244233919677338,8.5087676277130042E-2,8.5087676277130556E-2,8.5087676277130403E-2]
[null,"1488",0.71109791639964992,-0.61935066737634081,0.32275650677809498,7.6990796068780759E-2,7.6990796068781273E-2,7.6990796068781037E-2]
[null,"1496.5",0.69706011853589445,-0.62350618080971398,0.34231678579931635,6.9278109087739626E-2,6.9278109087740083E-2,6.9278109087739917E-2]
[null,"1505",0.68381203086484332,-0.62665839737407503,0.359926057149695,6.2365902736473237E-2,6.236590273647357E-2,6.2365902736473453E-2]
[null,"1913",0.80745254324506865,-0.27106570843526639,-0.51975354627327908,0.20783223616230309,0.20783223616230451,0.20783223616230437]
[null,"1921.5",0.79322273037353608,-0.257268785324345,-0.54722116413199662,0.20284399364092665,0.20284399364092801,0.20284399364092776]
[null,"1930",0.79008520028182061,-0.25890094877475978,-0.55126627499724823,0.1988620042467715,0.19886200424677264,0.19886200424677236]
[null,"1938.5",0.79584896184935294,-0.27238979029850574,-0.53767171384166657,0.19581444657875297,0.19581444657875405,0.19581444657875416]
[null,"1947",0.80642947952980903,-0.29410871762098861,-0.51126938929793497,0.19265845358500966,0.19265845358501124,0.1926584535850108]
[null,"1955.5",0.81945085984011379,-0.32073895330250335,-0.47417982466908393,0.18982605399620134,0.18982605399620311,0.18982605399620273]
[null,"1964",0.83260790455886291,-0.35118139229150125,-0.42740938147226792,0.18641404862564478,0.18641404862564617,0.18641404862564545]
[null,"1972.5",0.84378667800794205,-0.38421785931344077,-0.37224838231028085,0.18166495274583261,0.181664952745834,0.18166495274583355]
[null,"1981",0.85144574744158552,-0.41818991018249818,-0.31048034218347464,0.17540717559556582,0.17540717559556723,0.17540717559556721]
[null,"2491",0.84376100736922066,-0.36354191028423383,-0.37077103827580998,0.19680662231871698,0.19680662231871826,0.19680662231871779]
[null,"Class-HIGH",0.64500832319378176,0.73194531246049244,0.21931666977270386,0.99999999999999678,1.0000000000000082,1.0000000000000022]
[null,"Class-LOW",-0.64500832319378165,-0.73194531246049244,-0.21931666977270384,-0.99999999999998457,-0.99999999999999611,-0.9999999999999899]
[null,"HIGH",0.64500832319378176,0.73194531246049244,0.21931666977270386,0.99999999999999678,1.0000000000000082,1.0000000000000022]
[null,"LOW",-0.64500832319378165,-0.73194531246049244,-0.21931666977270384,-0.99999999999998457,-0.99999999999999611,-0.9999999999999899]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2","w3"]
[null,"961",3.2490663523656253E-2,-0.13820402323062481,0.29237929671899748]
[null,"1165",2.7410216419273443E-2,-0.15376601671383805,0.27838708345994001]
[null,"1403",8.0598486096953734E-2,-0.17573866515455058,0.17304327480178686]
[null,"1411.5",8.3296161350211409E-2,-0.17923147351477572,0.15786770343081535]
[null,"1420",8.2445971289267311E-2,-0.1836313127157477,0.14482171938556879]
[null,"1428.5",7.9353247841495167E-2,-0.18803703744730521,0.13493497053748496]
[null,"1437",7.5182740371383824E-2,-0.19175831974816035,0.1289503477608489]
[null,"1445.5",7.1152247667900792E-2,-0.19441867481242234,0.1264065922318508]
[null,"1454",6.7740353613012116E-2,-0.19601178734445435,0.12682306872144425]
[null,"1462.5",6.3855089472654461E-2,-0.19687927541719719,0.13115950487176933]
[null,"1471",5.8903103918379614E-2,-0.19723120193500165,0.13935141628674522]
[null,"1479.5",5.3561236011563075E-2,-0.19714031653519609,0.14934002210837538]
[null,"1488",4.8464388491785228E-2,-0.19667427704382615,0.15949718989916184]
[null,"1496.5",4.3609384033450015E-2,-0.19598284952119571,0.16925391432646983]
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[null,"Obs901",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs914",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs915",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs923",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs929",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs936",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs948",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs955",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs963",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs970",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs976",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs986",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs993",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1001",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1010",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1019",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1021",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1043",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1044",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1052",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1062",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1076",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1083",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1103",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1106",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1113",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1125",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1139",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1144",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1155",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1169",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1177",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1184",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1194",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1195",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1209",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1218",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1221",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1236",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1246",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1254",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1267",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1273",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1288",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1296",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1306",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1323",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1333",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1341",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1351",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1354",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1367",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1375",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1380",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1390",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1400",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1403",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1415",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1421",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1433",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1445",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1449",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1465",4.1295011633691869,3.917410500365694,10.101310616441072]
[null,"Obs1475",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1477",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1492",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1496",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1507",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1519",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1523",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1535",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1543",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1547",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[null,"Obs1556",-3.5275738751492622,-3.3463981223462791,-8.6289161876038776]
[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.41522414866778456,0.91730170984376125,0.99749434893689504]
[null,"LOW",0.41522414866778479,0.95164003697016697,0.99987882680722262]
[null,"Class-HIGH",3.2708890222619105,5.0902548808607222E-2,3.1463349767657216,3.3954430677580993,2.4602260286369275,3.8891673479804323E-2,2.3650615352784463,2.5553905219954087,2.4034361215468167,3.9674397788183394E-2,2.3063563708702119,2.5005158722234215]
[null,"1964",0.60973966524502887,5.685682578154453E-2,0.47061602937778307,0.74886330111227473,0.81155753583813928,1.6145739418787067E-2,0.77205033611620377,0.85106473556007478,0.8266154694745631,1.5568536563552586E-2,0.78852063420930196,0.86471030473982424]
[null,"1947",0.63016442087717561,6.100247818919545E-2,0.48089673936428967,0.77943210239006155,0.77871681961472894,1.8169708234240033E-2,0.7342571467883392,0.82317649244111868,0.81133895231627395,1.751844999201049E-2,0.76847285094418261,0.8542050536883653]
[null,"1479.5",0.27831234626464513,2.2176736381913427E-2,0.22404782912512688,0.33257686340416337,0.79026263627550264,8.8749725116020212E-3,0.76854636163189216,0.81197891091911312,0.78958211586393912,8.2970462450131025E-3,0.76927997580075624,0.80988425592712199]
[null,"1403",0.41880201879917295,2.6192535325526175E-2,0.35471119598276268,0.48289284161558321,0.73894642416474077,8.745934976856223E-3,0.71754589298289428,0.76034695534658725,0.74744024253001951,8.914588196872561E-3,0.72562703180008248,0.76925345325995653]
[]
[]
[]
[]
[null,1403,0.12013389319487797,-0.12013389319487794]
[null,1462.5,-4.038257833538806E-2,4.0382578335388102E-2]
[null,1496.5,-0.11249726150411335,0.1124972615041134]
[null,1972.5,-2.6395431875693428E-2,2.639543187569348E-2]
[]
[null,"F(LOW) = 0.446437702992992-0.232706819777994*961-1.39791367253845E-02*1165-0.120133893194878*1403-0.114402946747455*1411.5-9.24708110038854E-02*1420-6.08677537305604E-02*1428.5-2.71672166791416E-02*1437+1.38989186633122E-03*1445.5+2.21300356275372E-02*1454+4.03825783353881E-02*1462.5+5.97523335182421E-02*1471+7.88011376828798E-02*1479.5+9.60066162019279E-02*1488+0.112497261504113*1496.5+0.127756745458575*1505-4.09553653234937E-02*1913-2.31272063380468E-02*1921.5-1.05192714651424E-02*1930-1.28403270713615E-03*1938.5+7.65664145733999E-03*1947+1.39937448914918E-02*1955.5+1.96371772562208E-02*1964+2.63954318756935E-02*1972.5+3.44626238896736E-02*1981-3.97382750428656E-02*2491-0.498222306288204*Class-HIGH+0.498222306288204*Class-LOW"]
[null,"1165",4.4360308718358103E-2,1.2102088597975348E-2,1.4747565759281642E-2,7.3973051677434565E-2]
[null,"1437",0.11946643045602034,9.3038783199240159E-3,9.670066114438873E-2,0.14223219976765195]
[null,"1488",7.6123726531854771E-2,9.6722563804895571E-3,5.2456568610234344E-2,9.9790884453475198E-2]
[null,"1913",0.2084302799327222,1.5524618629737912E-2,0.17044290797636175,0.24641765188908266]
[null,"1972.5",0.1813936248847578,1.354179175989878E-2,0.14825805532213618,0.21452919444737942]
[null,"Intercept",0.55356229700700799,0.38262696912290278,-0.38269213495464482,1.4898167289686608]
[null,"1403",0.12013389319487797,3.3546221607094751E-2,3.8049248907502109E-2,0.20221853748225382]
[null,"1462.5",-4.038257833538806E-2,2.2371823323572043E-2,-9.5124456007449038E-2,1.4359299336672925E-2]
[null,"1913",4.0955365323493767E-2,3.7206307093624449E-2,-5.0085185198032692E-2,0.13199591584502024]
[null,"1955.5",-1.3993744891491768E-2,4.0723157647841429E-2,-0.1136397184062804,8.5652228623296855E-2]
[null,"Standardized coefficients (Variable Class):"]
[null,"1403",1.6384300672452105E-2,4.575156657445143E-3,5.189296025312401E-3,2.757930531959181E-2]
[null,"1454",-2.7563181982734313E-3,2.7539502702009534E-3,-9.494991511835478E-3,3.9823551152886145E-3]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"Obs32",1,"HIGH","HIGH",0.99523646328220727,4.763536717793713E-3,0.72918132407972747,0.27081867592027259]
[null,"Obs41",1,"LOW","LOW",-2.1908815125543275E-3,1.0021908815125551,0.26808078719148115,0.7319192128085189]
[null,"Obs45",1,"HIGH","HIGH",0.99475032918767259,5.2496708123282842E-3,0.72898928174708932,0.27101071825291068]
[null,"Obs55",1,"LOW","LOW",-3.9630245042453788E-3,1.0039630245042461,0.26738592240699716,0.73261407759300279]
[null,"Obs68",1,"HIGH","HIGH",0.99493732092529052,5.0626790747105386E-3,0.72906316105654756,0.27093683894345244]
[null,"Obs71",1,"HIGH","HIGH",0.99264852105306733,7.3514789469336806E-3,0.72815799993194719,0.27184200006805292]
[null,"Obs83",1,"HIGH","HIGH",0.99288198479997203,7.1180152000289579E-3,0.7282504155467131,0.2717495844532869]
[null,"Obs95",1,"LOW","LOW",-1.7097142552248595E-3,1.0017097142552256,0.26826965233138067,0.73173034766861933]
[null,"Obs104",1,"LOW","LOW",9.1272764255483189E-3,0.99087272357445244,0.27254558611488666,0.72745441388511323]
[null,"Obs109",1,"LOW","LOW",3.6786458879987825E-3,0.99632135411200196,0.27039040942291537,0.72960959057708452]
[null,"Obs122",1,"LOW","LOW",-2.3466943678719897E-3,1.0023466943678727,0.26801964644599369,0.73198035355400626]
[null,"Obs128",1,"HIGH","HIGH",0.9964223367255276,3.5776632744733911E-3,0.72964943231542922,0.27035056768457078]
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[null,"Obs139",1,"HIGH","HIGH",0.99603750801721269,3.9624919827882157E-3,0.72949758198511139,0.27050241801488861]
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[null,"Obs171",1,"HIGH","HIGH",0.99991466010901786,8.5339890983002944E-5,0.73102501962472144,0.26897498037527851]
[null,"Obs174",1,"LOW","LOW",5.1678253478087202E-3,0.99483217465219198,0.27097838004534763,0.72902161995465231]
[null,"Obs188",1,"HIGH","HIGH",0.99916412626936968,8.3587373063128724E-4,0.73072976619543084,0.26927023380456921]
[null,"Obs190",1,"HIGH","HIGH",1.0000283412967106,-2.8341296709722711E-5,0.73106972295831818,0.26893027704168188]
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[null,"Obs212",1,"HIGH","HIGH",1.0006460935879675,-6.4609358796656469E-4,0.73131256218132878,0.26868743781867122]
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[null,"Obs239",1,"HIGH","HIGH",1.0021839894297297,-2.1839894297288375E-3,0.73191650816077891,0.26808349183922109]
[null,"Obs249",1,"HIGH","HIGH",1.002270625772145,-2.2706257721441057E-3,0.7319505054481521,0.26804949455184801]
[null,"Obs267",1,"LOW","LOW",3.9142260920826963E-3,0.99608577390791808,0.27048336973746545,0.72951663026253455]
[null,"Obs268",1,"LOW","LOW",8.0070427859427577E-3,0.991992957214058,0.27210160745239736,0.72789839254760269]
[null,"Obs279",1,"LOW","LOW",6.8309500843870882E-3,0.99316904991561372,0.27163597796778471,0.72836402203221529]
[null,"Obs296",1,"LOW","LOW",5.8546555399197966E-3,0.99414534446008107,0.27124983076980119,0.72875016923019875]
[null,"Obs299",1,"LOW","LOW",1.683128172608648E-3,0.99831687182739215,0.26960378209811114,0.7303962179018888]
[null,"Obs312",1,"LOW","LOW",3.8465364148081095E-3,0.99615346358519263,0.27045665722675144,0.72954334277324862]
[null,"Obs324",1,"LOW","LOW",3.71982075147954E-3,0.9962801792485213,0.27040665563777705,0.72959334436222301]
[null,"Obs330",1,"HIGH","HIGH",1.0008142116062417,-8.1421160624088541E-4,0.73137862557399025,0.26862137442600975]
[null,"Obs338",1,"HIGH","HIGH",1.0034699958416289,-3.4699958416279813E-3,0.73242087384264287,0.26757912615735713]
[null,"Obs344",1,"LOW","LOW",5.5486016077616086E-3,0.99445139839223917,0.27112885029496864,0.72887114970503131]
[null,"Obs361",1,"HIGH","HIGH",0.99897113130276327,1.0288686972376956E-3,0.73065381059544854,0.26934618940455146]
[null,"Obs364",1,"LOW","LOW",2.1758905881687361E-3,0.99782410941183208,0.2697978933250374,0.73020210667496255]
[null,"Obs377",1,"HIGH","HIGH",0.9998657583605961,1.3424163940480545E-4,0.73100578833896734,0.26899421166103255]
[null,"Obs388",1,"HIGH","HIGH",1.001019446348844,-1.0194463488430758E-3,0.73145926036353681,0.26854073963646319]
[null,"Obs400",1,"HIGH","HIGH",1.0021115197843264,-2.1115197843254506E-3,0.73188806798056372,0.26811193201943623]
[null,"Obs403",1,"LOW","LOW",3.7724994528776025E-3,0.99622750054712317,0.27042744177555306,0.72957255822444689]
[null,"Obs414",1,"LOW","LOW",2.7710964126999253E-3,0.99722890358730087,0.27003247699747618,0.72996752300252388]
[null,"Obs420",1,"LOW","LOW",4.0823763303585447E-3,0.9959176236696422,0.27054973438108859,0.72945026561891135]
[null,"Obs431",1,"LOW","LOW",2.9398153863309661E-3,0.99706018461366985,0.27009899621889744,0.72990100378110256]
[null,"Obs447",1,"HIGH","HIGH",1.000116895763584,-1.1689576358299514E-4,0.73110454235098843,0.26889545764901168]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",504,0,504,1]
[null,"LOW",0,590,590,1]
[null,"Total",504,590,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999999645]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",234,0,234,1]
[null,"LOW",0,236,236,1]
[null,"Total",234,236,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661,483,2.9275362403191596,-0.69096867478135393,0.15020749139407213]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092,484,2.9401277940409627,-0.69280519564180754,0.14149544477373624]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662,485,2.9527193477627649,-0.69453187561219598,0.13276096473966234]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097,486,2.965310901484568,-0.69614844093581829,0.12400543610112492]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194,487,2.9779024552063711,-0.69765463531411454,0.11523024700455406]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009,488,2.9904940089281733,-0.69905021994730043,0.10643678871344975]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124,489,3.0030855626499764,-0.70033497357222863,9.7626455387801889E-2]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807,490,3.0156771163717795,-0.70150869249746806,8.8800643863056861E-2]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352,491,3.0282686700935817,-0.7025711906355987,7.9960753428654108E-2]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419,492,3.0408602238153848,-0.70352229953271461,7.1108185606173782E-2]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2,493,3.0534517775371879,-0.70436186839513193,6.2244343927136042E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2,494,3.0660433312589901,-0.7050897641132956,5.3370633710476109E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2,495,3.0786348849807932,-0.70570587128288442,4.4488461839735899E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2,496,3.0912264387025963,-0.70621009222310671,3.5599236540013283E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2,497,3.1038179924243985,-0.70660234699218771,2.6704367154692928E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"PLS-DA5","index":31,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:38:16"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28527667138939711,2.2078677800308675E-2]
[null,"1165",1094,0,1094,0.37279610000000002,0.6634042,0.42679753062157266,2.8843866439867014E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1286327093235804,7.0022507100094597E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2067882379341868,6.9270223142192278E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2575715462522843,6.7661611809306618E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2896391423217537,6.6185741059919714E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3079324341864704,6.5134691846902917E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3163164099634406,6.4515755565978591E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3168527154478979,6.4113901401218074E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3072839807129779,6.3672944177633306E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2869899464351024,6.3161272243443187E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2596195079524679,6.2589162481896068E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2284657236745864,6.1876825374387059E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1951629469835465,6.0937184830557253E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1616689065813519,5.9781683165559991E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8166519274223039,8.0360339467288516E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8335042513711133,8.2421021167980418E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8353599914990859,8.2414344480802676E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8254608884826309,8.0734470205423875E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8081468031078607,7.8128011831138572E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7865575964351001,7.5348874123957188E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7618962228519182,7.2619156071276364E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7349805105118836,7.0200957220129159E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7065925237659954,6.8217705445175858E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7660008829067644,6.0600767321316806E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",511,511,46.709323583180989]
[null,"","LOW",583,583,53.290676416819011]
[null,"Class","HIGH",511,511,46.709323583180989]
[null,"","LOW",583,583,53.290676416819011]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.38896029999999998,0.28458354148936194,2.0649040799340754E-2]
[null,"1165",470,0,470,0.36954720000000002,0.57106920000000005,0.42581277106382986,2.6433280104028949E-2]
[null,"1403",470,0,470,0.99743409999999999,1.5148330999999999,1.1281786129787243,6.4159819632357576E-2]
[null,"1411.5",470,0,470,1.0768306999999999,1.5825511999999999,1.206510072553191,6.3486619605959596E-2]
[null,"1420",470,0,470,1.1311499,1.619626,1.257394815106383,6.1986927140579913E-2]
[null,"1428.5",470,0,470,1.1667540000000001,1.6400840000000001,1.289505873191489,6.0603812198017824E-2]
[null,"1437",470,0,470,1.1874355000000001,1.6504836000000001,1.3077959863829787,5.9605857967504554E-2]
[null,"1445.5",470,0,470,1.1972989999999999,1.6545521000000001,1.3161450034042557,5.9015837132766209E-2]
[null,"1454",470,0,470,1.1994788999999999,1.6528986000000001,1.3166146991489374,5.8610371705180783E-2]
[null,"1462.5",470,0,470,1.1926859999999999,1.6428338,1.3069319380851068,5.816393059686558E-2]
[null,"1471",470,0,470,1.1755152,1.6231660999999999,1.2864732570212765,5.7642947787043278E-2]
[null,"1479.5",470,0,470,1.151076,1.5966461999999999,1.2589210208510651,5.7058948222966407E-2]
[null,"1488",470,0,470,1.1229433,1.5652062,1.2275956419148932,5.6345150145468578E-2]
[null,"1496.5",470,0,470,1.0929898,1.5299647999999999,1.1941322019148943,5.5429846706965658E-2]
[null,"1505",470,0,470,1.0630473,1.4923971,1.1605004887234052,5.430828585814091E-2]
[null,"1913",470,0,470,1.6353717000000001,2.0913887,1.8197146746808508,7.8416002739008658E-2]
[null,"1921.5",470,0,470,1.6491547,2.1088507000000001,1.8365714531914901,8.0745173395539119E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1102104000000002,1.8383105742553181,8.0653623105046188E-2]
[null,"1938.5",470,0,470,1.6443964,2.0974548,1.8282959353191492,7.8671333325221221E-2]
[null,"1947",470,0,470,1.6316877999999999,2.0736081999999998,1.8107663753191485,7.5658580778223933E-2]
[null,"1955.5",470,0,470,1.6157933,2.0461423000000001,1.7889824761702136,7.2401407481502436E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0153053000000001,1.7640995755319158,6.9193405445693315E-2]
[null,"1972.5",470,0,470,1.5767682000000001,1.9827991,1.7369118038297868,6.6281705400672866E-2]
[null,"1981",470,0,470,1.5546857999999999,1.9588679,1.7082825672340423,6.3847703457837399E-2]
[null,"2491",470,0,470,1.6219298,2.0002718000000002,1.7684039974468093,5.8485776002442071E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",227,227,48.297872340425535]
[null,"","LOW",243,243,51.702127659574465]
[null,"Class","HIGH",227,227,48.297872340425535]
[null,"","LOW",243,243,51.702127659574465]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
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[null,"1165",0.99083919171874979,1,0.91661346183007386,0.90284022752688897,0.89244751849039405,0.88503857564410016,0.88061558956877695,0.87876136211248934,0.87937573120107349,0.88354324239349691,0.89116895466999013,0.9002891188780433,0.90936552820282057,0.91792981095428894,0.92553364118532666,0.3368763540152126,0.30864376456261944,0.30532695770653928,0.32096267129056272,0.34973434325299529,0.38784701204417843,0.43221180632818168,0.48121272493770678,0.53219680566147487,0.47124671463076279,6.6987877817625524E-2,-6.6987877817625524E-2,6.6987877817625524E-2,-6.6987877817625524E-2]
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[null,"1445.5",0.83745373304335102,0.87876136211248934,0.98693163878222534,0.99273615775368917,0.99660617386052275,0.99882427230396731,0.99978594454409986,1,0.99987727903169321,0.99943398104381553,0.99832973551818704,0.99636359462202395,0.99355524555920083,0.98995229939126317,0.98581305430043542,0.66983254887123078,0.6435237603324504,0.64067155917219976,0.65591724037445542,0.68281331479535712,0.71702582021275663,0.75531651842639536,0.79527780323377706,0.83438354988676644,0.78291071863211603,0.12066067074063914,-0.12066067074063914,0.12066067074063914,-0.12066067074063914]
[null,"1454",0.83726157500289311,0.87937573120107349,0.98531427752348555,0.99128224536804144,0.99545622391909694,0.99804018251818472,0.99936310440481313,0.99987727903169321,1,0.99981685936606979,0.99899911869326252,0.99730488325386268,0.99474349045823907,0.99137011703401201,0.98743610753479538,0.66785579725214339,0.6417626316190066,0.63910973304737029,0.65453248198320335,0.68159615072045732,0.7159741347043439,0.75443244802363496,0.79456718090623191,0.83386105091063634,0.78178685438094409,0.1155659458947589,-0.1155659458947589,0.1155659458947589,-0.1155659458947589]
[null,"1462.5",0.84085167782489467,0.88354324239349691,0.98440782513636538,0.99017333316860001,0.99436313472992344,0.99710619244201826,0.99866923747982939,0.99943398104381553,0.99981685936606979,1,0.99965924496797365,0.99847077087967606,0.99640146666766993,0.99350070808189916,0.98999962161182709,0.65979761550639049,0.63379327995321644,0.63132520036734929,0.64699010126212164,0.67435462128505941,0.70910231510127364,0.74799518089531603,0.78863911930813668,0.82851803430557669,0.77546643246391822,0.10985742837061097,-0.10985742837061097,0.10985742837061097,-0.10985742837061097]
[null,"1471",0.84813332172196687,0.89116895466999013,0.98385196136445918,0.98902432898377812,0.99294075378863711,0.99564835796376472,0.99734761524228654,0.99832973551818704,0.99899911869326252,0.99965924496797365,1,0.99956777570952926,0.99825198485441724,0.99608476561284709,0.99326175397909933,0.64516904158557309,0.61913919799780037,0.61684650917905315,0.63281817999903378,0.6606160003582372,0.69593319119753094,0.73552444832058417,0.77701392688943394,0.81787853067109961,0.76343046213073262,0.10284855640949776,-0.10284855640949776,0.10284855640949776,-0.10284855640949776]
[null,"1479.5",0.85716007711364639,0.9002891188780433,0.98318427826345467,0.98751246043132346,0.99095566276778602,0.99347849857296533,0.99521624990634339,0.99636359462202395,0.99730488325386268,0.99847077087967606,0.99956777570952926,1,0.99955562714895152,0.9982433920814866,0.99621575010930086,0.62704600219102191,0.6009273214580596,0.5987815904452326,0.61505602579869023,0.64331215063979286,0.67925312641066782,0.71962686646130003,0.76208237297252945,0.80408747647092049,0.74809030451602698,9.5349208295989307E-2,-9.5349208295989307E-2,9.5349208295989307E-2,-9.5349208295989307E-2]
[null,"1488",0.86629234598143334,0.90936552820282057,0.98201369110809422,0.98540840923498385,0.98829706481252833,0.9905639023024484,0.99228288331235848,0.99355524555920083,0.99474349045823907,0.99640146666766993,0.99825198485441724,0.99955562714895152,1,0.99956401468131417,0.9983552982620949,0.60803319607203299,0.58181939455543696,0.57979772047824252,0.5963406639552612,0.62501565546572557,0.661539517022808,0.70265653480213308,0.74604470149718727,0.789164061231446,0.73173686210241518,8.8253415777204428E-2,-8.8253415777204428E-2,8.8253415777204428E-2,-8.8253415777204428E-2]
[null,"1496.5",0.87499640024048031,0.91792981095428894,0.98014371748224483,0.9825838230420626,0.98490091068560714,0.98689367003835393,0.9885737864659363,0.98995229939126317,0.99137011703401201,0.99350070808189916,0.99608476561284709,0.9982433920814866,0.99956401468131417,1,0.99961081775478189,0.58910549028174852,0.56282345945224888,0.56091314445157314,0.57768317523218415,0.60671816694626091,0.64375209403400635,0.68552849448025244,0.72976056569386361,0.77390210895481371,0.71522525745509802,8.1504929582428817E-2,-8.1504929582428817E-2,8.1504929582428817E-2,-8.1504929582428817E-2]
[null,"1505",0.88277806394600278,0.92553364118532666,0.97767273485842265,0.97920543343533162,0.98098135769632377,0.982711153740219,0.98434547580475906,0.98581305430043542,0.98743610753479538,0.98999962161182709,0.99326175397909933,0.99621575010930086,0.9983552982620949,0.99961081775478189,1,0.5713863943157268,0.54506991525377224,0.54325650103731327,0.56020503414739942,0.58952473957257978,0.62697313803369725,0.6692929283789274,0.71423579907563062,0.75925184398725876,0.69959302799803391,7.5470694140923639E-2,-7.5470694140923639E-2,7.5470694140923639E-2,-7.5470694140923639E-2]
[null,"1913",0.28522371266919361,0.3368763540152126,0.59487019036233224,0.62230070691114558,0.64412601298558214,0.65930564526542579,0.66735805222414235,0.66983254887123078,0.66785579725214339,0.65979761550639049,0.64516904158557309,0.62704600219102191,0.60803319607203299,0.58910549028174852,0.5713863943157268,1,0.99912097600265637,0.99862762365197455,0.99893501044508493,0.99857230545239462,0.99592231479753146,0.98956498468807064,0.97844568132206122,0.96197915124407518,0.97148896758388981,0.19629671980384333,-0.19629671980384333,0.19629671980384333,-0.19629671980384333]
[null,"1921.5",0.25645208206644371,0.30864376456261944,0.56580285873958847,0.5937127916909809,0.6162017155413867,0.63206080517360075,0.64067024575095133,0.6435237603324504,0.6417626316190066,0.63379327995321644,0.61913919799780037,0.6009273214580596,0.58181939455543696,0.56282345945224888,0.54506991525377224,0.99912097600265637,1,0.99988708116593039,0.99952351479424417,0.99781487100513377,0.99334695494930259,0.98483982369832501,0.97135860182668776,0.95244848276462712,0.96376050675641334,0.19164708636817165,-0.19164708636817165,0.19164708636817165,-0.19164708636817165]
[null,"1930",0.2524781349604136,0.30532695770653928,0.56140861350297533,0.58955291942711074,0.61237676515685147,0.62860326121481114,0.63755231120047751,0.64067155917219976,0.63910973304737029,0.63132520036734929,0.61684650917905315,0.5987815904452326,0.57979772047824252,0.56091314445157314,0.54325650103731327,0.99862762365197455,0.99988708116593039,1,0.99968671646282281,0.99793303555528079,0.9933558106561684,0.98469275553752234,0.97102564544583991,0.95192082716395776,0.963009059755914,0.1876876861708085,-0.1876876861708085,0.1876876861708085,-0.1876876861708085]
[null,"1938.5",0.26734077543816714,0.32096267129056272,0.57601551922564387,0.60423170485428779,0.62715234327273361,0.64351020977375817,0.65262659372209564,0.65591724037445542,0.65453248198320335,0.64699010126212164,0.63281817999903378,0.61505602579869023,0.5963406639552612,0.57768317523218415,0.56020503414739942,0.99893501044508493,0.99952351479424417,0.99968671646282281,1,0.99919013324323558,0.99580462988842577,0.98850603142456639,0.97630558596951067,0.95870987362798976,0.96810660434078755,0.18445806921474869,-0.18445806921474869,0.18445806921474869,-0.18445806921474869]
[null,"1947",0.29535074458271987,0.34973434325299529,0.60311676103700662,0.63118894828632544,0.65397754354159132,0.67026888674460661,0.67941945015944871,0.68281331479535712,0.68159615072045732,0.67435462128505941,0.6606160003582372,0.64331215063979286,0.62501565546572557,0.60671816694626091,0.58952473957257978,0.99857230545239462,0.99781487100513377,0.99793303555528079,0.99919013324323558,1,0.99865829338945189,0.9937298377483551,0.98410864308963997,0.96918309532840818,0.97578885761879375,0.18129467532401955,-0.18129467532401955,0.18129467532401955,-0.18129467532401955]
[null,"1955.5",0.33278025859913474,0.38784701204417843,0.63836188036575992,0.66605886802421688,0.68848905106024672,0.7045263209970889,0.71358819381927652,0.71702582021275663,0.7159741347043439,0.70910231510127364,0.69593319119753094,0.67925312641066782,0.661539517022808,0.64375209403400635,0.62697313803369725,0.99592231479753146,0.99334695494930259,0.9933558106561684,0.99580462988842577,0.99865829338945189,1,0.99816913473099889,0.99193656771766947,0.98054384723851384,0.98359411226449767,0.17851543083012461,-0.17851543083012461,0.17851543083012461,-0.17851543083012461]
[null,"1964",0.37663046426398078,0.43221180632818168,0.67849317326084024,0.70556603477137325,0.72741230870544782,0.74301910635735613,0.75188382940734311,0.75531651842639536,0.75443244802363496,0.74799518089531603,0.73552444832058417,0.71962686646130003,0.70265653480213308,0.68552849448025244,0.6692929283789274,0.98956498468807064,0.98483982369832501,0.98469275553752234,0.98850603142456639,0.9937298377483551,0.99816913473099889,1,0.99776865805702131,0.9905715225614824,0.989326540476966,0.1752723185936963,-0.1752723185936963,0.1752723185936963,-0.1752723185936963]
[null,"1972.5",0.42538480134211282,0.48121272493770678,0.72121173456415322,0.74734979689006364,0.76835524429876367,0.78334293950313205,0.79189822925825049,0.79527780323377706,0.79456718090623191,0.78863911930813668,0.77701392688943394,0.76208237297252945,0.74604470149718727,0.72976056569386361,0.71423579907563062,0.97844568132206122,0.97135860182668776,0.97102564544583991,0.97630558596951067,0.98410864308963997,0.99193656771766947,0.99776865805702131,1,0.99749342450083156,0.99135494755319198,0.17135998669985439,-0.17135998669985439,0.17135998669985439,-0.17135998669985439]
[null,"1981",0.47635468121996999,0.53219680566147487,0.76386668856399398,0.78877578387887659,0.80871388650607745,0.82292619896900698,0.83108637856030243,0.83438354988676644,0.83386105091063634,0.82851803430557669,0.81787853067109961,0.80408747647092049,0.789164061231446,0.77390210895481371,0.75925184398725876,0.96197915124407518,0.95244848276462712,0.95192082716395776,0.95870987362798976,0.96918309532840818,0.98054384723851384,0.9905715225614824,0.99749342450083156,1,0.98852683401791686,0.16606109908405001,-0.16606109908405001,0.16606109908405001,-0.16606109908405001]
[null,"2491",0.4179388697593639,0.47124671463076279,0.70946823831496375,0.73612108863618153,0.75722661661142698,0.77195611253500507,0.78004154295636108,0.78291071863211603,0.78178685438094409,0.77546643246391822,0.76343046213073262,0.74809030451602698,0.73173686210241518,0.71522525745509802,0.69959302799803391,0.97148896758388981,0.96376050675641334,0.963009059755914,0.96810660434078755,0.97578885761879375,0.98359411226449767,0.989326540476966,0.99135494755319198,0.98852683401791686,1,0.18059991314318918,-0.18059991314318918,0.18059991314318918,-0.18059991314318918]
[null,"Class-HIGH",7.6457792844260755E-2,6.6987877817625524E-2,0.13767986096491994,0.14044011154880709,0.13838066578083202,0.13325078557763465,0.12676769973479282,0.12066067074063914,0.1155659458947589,0.10985742837061097,0.10284855640949776,9.5349208295989307E-2,8.8253415777204428E-2,8.1504929582428817E-2,7.5470694140923639E-2,0.19629671980384333,0.19164708636817165,0.1876876861708085,0.18445806921474869,0.18129467532401955,0.17851543083012461,0.1752723185936963,0.17135998669985439,0.16606109908405001,0.18059991314318918,1,-1,1,-1]
[null,"Class-LOW",-7.64577928442607E-2,-6.6987877817625524E-2,-0.13767986096491994,-0.14044011154880709,-0.13838066578083202,-0.13325078557763465,-0.12676769973479282,-0.12066067074063914,-0.1155659458947589,-0.10985742837061097,-0.10284855640949776,-9.5349208295989307E-2,-8.8253415777204428E-2,-8.1504929582428817E-2,-7.5470694140923639E-2,-0.19629671980384333,-0.19164708636817165,-0.1876876861708085,-0.18445806921474869,-0.18129467532401955,-0.17851543083012461,-0.1752723185936963,-0.17135998669985439,-0.16606109908405001,-0.18059991314318918,-1,1,-1,1]
[null,"HIGH",7.6457792844260755E-2,6.6987877817625524E-2,0.13767986096491994,0.14044011154880709,0.13838066578083202,0.13325078557763465,0.12676769973479282,0.12066067074063914,0.1155659458947589,0.10985742837061097,0.10284855640949776,9.5349208295989307E-2,8.8253415777204428E-2,8.1504929582428817E-2,7.5470694140923639E-2,0.19629671980384333,0.19164708636817165,0.1876876861708085,0.18445806921474869,0.18129467532401955,0.17851543083012461,0.1752723185936963,0.17135998669985439,0.16606109908405001,0.18059991314318918,1,-1,1,-1]
[null,"LOW",-7.64577928442607E-2,-6.6987877817625524E-2,-0.13767986096491994,-0.14044011154880709,-0.13838066578083202,-0.13325078557763465,-0.12676769973479282,-0.12066067074063914,-0.1155659458947589,-0.10985742837061097,-0.10284855640949776,-9.5349208295989307E-2,-8.8253415777204428E-2,-8.1504929582428817E-2,-7.5470694140923639E-2,-0.19629671980384333,-0.19164708636817165,-0.1876876861708085,-0.18445806921474869,-0.18129467532401955,-0.17851543083012461,-0.1752723185936963,-0.17135998669985439,-0.16606109908405001,-0.18059991314318918,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2"]
[null,"Q² cum",0.40174161954507592,0.97049454733394513]
[null,"R²Y cum",0.40351669685486585,0.97057182630310246]
[null,"R²X cum",0.58257457202798435,0.84079502946226126]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","u~1","u~2"]
[null,"961",0.54622350157554644,-0.49362068161490358,7.6457792844257619E-2,7.6457792844258562E-2]
[null,"1165",0.58078377583365004,-0.52894955676652133,6.6987877817626107E-2,6.6987877817626995E-2]
[null,"1403",0.76187617751107062,-0.53664867424462659,0.13767986096492119,0.13767986096492285]
[null,"1411.5",0.77655791116422179,-0.53826667262447248,0.14044011154880834,0.14044011154881028]
[null,"1420",0.78592948407234597,-0.54291532149108201,0.1383806657808333,0.13838066578083519]
[null,"1428.5",0.79049649789641441,-0.54909732052281424,0.13325078557763584,0.13325078557763773]
[null,"1437",0.79104912969287777,-0.55549453282895289,0.1267676997347941,0.12676769973479574]
[null,"1445.5",0.78924725631139525,-0.56096206621636113,0.12066067074064057,0.12066067074064224]
[null,"1454",0.78605678331590378,-0.56527241101024128,0.11556594589475987,0.11556594589476166]
[null,"1462.5",0.7801014863793877,-0.56983589731353146,0.10985742837061174,0.10985742837061309]
[null,"1471",0.77068578880159533,-0.57500002678685269,0.10284855640949847,0.10284855640949964]
[null,"1479.5",0.75927174006437714,-0.57998681425005549,9.5349208295990223E-2,9.5349208295991431E-2]
[null,"1488",0.74732126634804508,-0.58410311247315638,8.8253415777205149E-2,8.8253415777206273E-2]
[null,"1496.5",0.73520904877368309,-0.58745324004130484,8.1504929582429483E-2,8.1504929582430635E-2]
[null,"1505",0.72366473914967511,-0.58990153567100478,7.5470694140924222E-2,7.5470694140925304E-2]
[null,"1913",0.80030119112112741,-0.29596272704841542,0.19629671980384517,0.19629671980384777]
[null,"1921.5",0.78557496143453376,-0.28344421108624185,0.19164708636817307,0.19164708636817582]
[null,"1930",0.78223529657282143,-0.28507701709372701,0.18768768617080983,0.18768768617081277]
[null,"1938.5",0.78796663499758901,-0.29746589370190124,0.18445806921475047,0.18445806921475241]
[null,"1947",0.7988773796207389,-0.31711776363084537,0.18129467532402066,0.18129467532402299]
[null,"1955.5",0.81250519551001177,-0.34101703933687749,0.17851543083012622,0.17851543083012822]
[null,"1964",0.82634618538676852,-0.3677606842211314,0.17527231859369768,0.17527231859370002]
[null,"1972.5",0.8387865117494524,-0.39602657046138479,0.17135998669985619,0.17135998669985861]
[null,"1981",0.84806177677451655,-0.424795111134738,0.16606109908405128,0.16606109908405378]
[null,"2491",0.83551428875559963,-0.38020259184721289,0.18059991314319074,0.18059991314319324]
[null,"Class-HIGH",0.63522964103925927,0.75303062982075064,0.99999999999999722,0.99999999999998623]
[null,"Class-LOW",-0.63522964103925883,-0.75303062982075097,-1.0000000000000018,-0.99999999999999012]
[null,"HIGH",0.63522964103925927,0.75303062982075064,0.99999999999999722,0.99999999999998623]
[null,"LOW",-0.63522964103925883,-0.75303062982075097,-1.0000000000000018,-0.99999999999999012]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2"]
[null,"961",4.8247309585132327E-2,-0.13812397804977006]
[null,"1165",4.2271490704701452E-2,-0.15416849653766013]
[null,"1403",8.6880390193102647E-2,-0.1768096314129004]
[null,"1411.5",8.8622196482549445E-2,-0.18016216175449257]
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[null,"Obs727",4.192879617598738,3.68747910577956]
[null,"Obs738",4.192879617598738,3.68747910577956]
[null,"Obs743",-3.6750625807769373,-3.2320785987193053]
[null,"Obs756",-3.6750625807769373,-3.2320785987193053]
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[null,"Obs773",4.192879617598738,3.68747910577956]
[null,"Obs786",-3.6750625807769373,-3.2320785987193053]
[null,"Obs792",4.192879617598738,3.68747910577956]
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[null,"Obs1227",4.192879617598738,3.68747910577956]
[null,"Obs1234",-3.6750625807769373,-3.2320785987193053]
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[null,"Obs1489",-3.6750625807769373,-3.2320785987193053]
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[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.40174161954507726,0.95068108758690761]
[null,"LOW",0.40174161954507759,0.97049454733394513]
[null,"Class-LOW",3.278938160045088,0.15460805413246476,2.9006258935827844,3.6572504265073915,2.4357973610298096,0.16973649971995833,2.0204671230887836,2.8511275989708356]
[null,"1462.5",0.36021571404882385,0.13791636438460406,2.2746539591212922E-2,0.69768488850643484,0.81589874195147172,5.039208896939891E-2,0.69259374664087947,0.93920373726206396]
[null,"1445.5",0.39563887770812817,0.13714856942717368,6.0048429764175737E-2,0.73122932565208054,0.81307079466214693,5.1199336551877507E-2,0.68779053574554594,0.93835105357874793]
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[null,"1930",0.61541631635604399,3.8104370312989681E-2,0.52217828437825775,0.70865434833383023,0.74206479173761952,2.9816416314495504E-2,0.66910665189804797,0.81502293157719108]
[]
[]
[]
[]
[null,1403,1.4391982076045445E-2,-1.4391982076045298E-2]
[null,1462.5,-0.1141261708519403,0.11412617085194048]
[null,1496.5,-0.20880700814651942,0.20880700814651959]
[null,1972.5,9.0956402316168194E-2,-9.0956402316168028E-2]
[]
[null,"F(LOW) = 1.17316252811318+0.236058550704843*961+0.324416597649044*1165-1.43919820760453E-02*1403-1.52409486679001E-02*1411.5-9.93419400330503E-04*1420+2.28899950971041E-02*1428.5+0.050202623908707*1437+7.46207887573207E-02*1445.5+9.39489162525684E-02*1454+0.11412617085194*1462.5+0.137658277325635*1471+0.162324199779996*1479.5+0.185724257586542*1488+0.20880700814652*1496.5+0.230711538066231*1505-0.18466535610612*1913-0.173377821655738*1921.5-0.162478341902604*1930-0.151862801322707*1938.5-0.139584595284372*1947-0.126418163361474*1955.5-0.110325712143855*1964-0.090956402316168*1972.5-6.65113946454991E-02*1981-0.14856069128129*2491-0.474661812760769*Class-HIGH+0.47466181276077*Class-LOW"]
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[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",511,0,511,1]
[null,"LOW",0,583,583,1]
[null,"Total",511,583,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999997158]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",227,0,227,1]
[null,"LOW",0,243,243,1]
[null,"Total",227,243,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661,483,2.9275362403191596,-0.69096867478135393,0.15020749139407213]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092,484,2.9401277940409627,-0.69280519564180754,0.14149544477373624]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662,485,2.9527193477627649,-0.69453187561219598,0.13276096473966234]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097,486,2.965310901484568,-0.69614844093581829,0.12400543610112492]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194,487,2.9779024552063711,-0.69765463531411454,0.11523024700455406]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009,488,2.9904940089281733,-0.69905021994730043,0.10643678871344975]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124,489,3.0030855626499764,-0.70033497357222863,9.7626455387801889E-2]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807,490,3.0156771163717795,-0.70150869249746806,8.8800643863056861E-2]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352,491,3.0282686700935817,-0.7025711906355987,7.9960753428654108E-2]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419,492,3.0408602238153848,-0.70352229953271461,7.1108185606173782E-2]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2,493,3.0534517775371879,-0.70436186839513193,6.2244343927136042E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2,494,3.0660433312589901,-0.7050897641132956,5.3370633710476109E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2,495,3.0786348849807932,-0.70570587128288442,4.4488461839735899E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2,496,3.0912264387025963,-0.70621009222310671,3.5599236540013283E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2,497,3.1038179924243985,-0.70660234699218771,2.6704367154692928E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"PLS-DA4","index":37,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:37:46"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.40261249999999998,0.28548651819012816,2.1475522630340499E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.58655199999999996,0.42699638290676473,2.7675234230338113E-2]
[null,"1403",1094,0,1094,0.99743409999999999,1.612036,1.1301691801645328,6.8323996085050118E-2]
[null,"1411.5",1094,0,1094,1.0768306999999999,1.6911579000000001,1.2084006823583171,6.7699716759390377E-2]
[null,"1420",1094,0,1094,1.1311499,1.7343687000000001,1.2591987172760519,6.6154025175050632E-2]
[null,"1428.5",1094,0,1094,1.1667540000000001,1.7580813,1.2912586708409508,6.4697770508685165E-2]
[null,"1437",1094,0,1094,1.1874355000000001,1.7694460999999999,1.3095358760511893,6.3640867065359333E-2]
[null,"1445.5",1094,0,1094,1.1972989999999999,1.7735467,1.3178972374771465,6.3003793385777468E-2]
[null,"1454",1094,0,1094,1.1994788999999999,1.7714623,1.3184029767824486,6.2569913697938725E-2]
[null,"1462.5",1094,0,1094,1.1926859999999999,1.7590516,1.3087832370201087,6.2081221162049942E-2]
[null,"1471",1094,0,1094,1.1755152,1.7347106999999999,1.2884139116087745,6.1491113217407259E-2]
[null,"1479.5",1094,0,1094,1.151076,1.7027142,1.2609589808043888,6.0827183790209252E-2]
[null,"1488",1094,0,1094,1.121491,1.6649065000000001,1.2297157963436929,6.0016177148608796E-2]
[null,"1496.5",1094,0,1094,1.0888263,1.6225902999999999,1.1963174534734911,5.8976377277870515E-2]
[null,"1505",1094,0,1094,1.0564914999999999,1.5784748,1.1627302839122504,5.7727079508285088E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8188273943327218,7.976284758580908E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8356316150822665,8.1828667610832462E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8374576945155405,8.1790458603385421E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8275459671846435,8.0036376525201666E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8101835234917718,7.7347274013878628E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.7885671134369276,7.4468813962822539E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7638776148994502,7.1655143387820072E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7369181998171843,6.9156996955329161E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.7085059640767843,6.7083552492055679E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7679055648994526,6.0404180505795498E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.44888640000000002,0.28409508957446872,2.205865712464487E-2]
[null,"1165",470,0,470,0.37279610000000002,0.6634042,0.42534991063829797,2.9179218549410448E-2]
[null,"1403",470,0,470,0.98416879999999995,1.6085881,1.1246022319148938,6.813610465300407E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6659248,1.2027568508510627,6.715350881820692E-2]
[null,"1420",470,0,470,1.1153899,1.6991563999999999,1.2536073148936175,6.5502944762894644E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7191601999999999,1.28573616212766,6.4072777689952218E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7306178999999999,1.3040637195744695,6.3088770190959528E-2]
[null,"1445.5",470,0,470,1.1813072,1.7363831999999999,1.3124653751063815,6.2542279376617466E-2]
[null,"1454",470,0,470,1.1833969,1.737195,1.3130062185106388,6.2214461291604364E-2]
[null,"1462.5",470,0,470,1.1762925,1.7317397999999999,1.3034421797872329,6.1883902536494943E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7184261000000001,1.2831587508510647,6.1552587172133674E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6993611,1.2558031840425532,6.1189977445757951E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6759485999999999,1.2246858982978721,6.071348394944117E-2]
[null,"1496.5",470,0,470,1.078436,1.6490628000000001,1.1914449038297872,6.0037757791439592E-2]
[null,"1505",470,0,470,1.0491938999999999,1.6198372999999999,1.1580299636170215,5.9139830901743115E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1057758,1.8146509282978729,7.9789606206801963E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1175404000000002,1.8316196746808513,8.2108692516992723E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1198926,1.8334278357446809,8.2088203080687483E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1138697,1.8234425819148949,8.0278067105372025E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1001484000000001,1.806025583617022,7.745837467149741E-2]
[null,"1955.5",470,0,470,1.5989156,2.0851525999999998,1.7843050046808502,7.4435366213632517E-2]
[null,"1964",470,0,470,1.5788096,2.0674646000000001,1.7594875693617014,7.1426540394617904E-2]
[null,"1972.5",470,0,470,1.5564198,2.0469279,1.7324015227659573,6.870682830031502E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0260672999999998,1.7038287295744678,6.6489213918540693E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0119349999999998,1.7639705461702124,5.890006404018152E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99090909284063777,0.8766993297624468,0.85956920363315248,0.84583523286311624,0.83547944216620862,0.82883838056162173,0.82556531520319609,0.82531086957087751,0.82902443437804429,0.83662692557084328,0.8461530066321612,0.85583667771933747,0.86512400570431602,0.87347928457251867,0.24610621827480639,0.21645512587168339,0.21242260789751541,0.22750198185771311,0.25615143953110908,0.29454092588761582,0.34011749932273005,0.39114942637635586,0.44445904788793122,0.38581517921598962,7.9581970702372024E-2,-7.9581970702372079E-2,7.9581970702372024E-2,-7.9581970702372079E-2]
[null,"1165",0.99090909284063777,1,0.91045944090441533,0.89592946463004197,0.88474401307466799,0.87663387314785335,0.87175315345849314,0.86969002180936072,0.87022066310345603,0.87446115992435702,0.88233842243582805,0.89186444437119017,0.90138323881480176,0.91040013520650276,0.91844113015109441,0.2988127980620609,0.26956568704843115,0.26618405030436021,0.28211807994137222,0.31166945851894173,0.3509196329732176,0.3972233085004972,0.44872691058383046,0.50228733006962278,0.44090970800958362,7.3032861621488504E-2,-7.303286162148849E-2,7.3032861621488504E-2,-7.303286162148849E-2]
[null,"1403",0.8766993297624468,0.91045944090441533,1,0.99880956460481218,0.99598186627601692,0.99242149003362445,0.98901435209554567,0.98641056854284781,0.98476882346708972,0.98387508649065536,0.9833552682478196,0.98274089339950177,0.98160382229167864,0.97976841230175471,0.97732611329357832,0.57606175298864759,0.5463052111536929,0.542033759283296,0.55702020218137183,0.58490935621969176,0.62126453962208172,0.6630622594993395,0.7077554976644499,0.75240983748461743,0.69723832902340677,0.13956797407900243,-0.13956797407900243,0.13956797407900243,-0.13956797407900243]
[null,"1411.5",0.85956920363315248,0.89592946463004197,0.99880956460481218,1,0.99911944239376738,0.99703354799950394,0.99460159082147392,0.99252657740579375,0.99106436987383517,0.98997471238591594,0.9888556479339875,0.98737699292762415,0.98528430199765371,0.98247101267639292,0.9791018479802488,0.60465876259105,0.57539987650808777,0.57137871306587829,0.58645721516763971,0.61423038088910176,0.65022894072888393,0.69140029192252384,0.73513928196353717,0.77853147293953273,0.72494742955209535,0.14242507546470751,-0.14242507546470745,0.14242507546470751,-0.14242507546470745]
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[null,"1437",0.82883838056162173,0.87175315345849314,0.98901435209554567,0.99460159082147392,0.99797864679106763,0.99959666383816514,1,0.9997844776713205,0.99935969631562183,0.99866255972143592,0.99732303655617049,0.9951519285526339,0.9921557334544111,0.98837786733297073,0.98408672631540017,0.65100172628611763,0.62361443506949177,0.62063092994252123,0.63614520018461074,0.66381926086084031,0.69916547562064191,0.73915779788220881,0.78114782705228414,0.82227927025024072,0.77000927926213991,0.13094856042587885,-0.13094856042587893,0.13094856042587885,-0.13094856042587893]
[null,"1445.5",0.82556531520319609,0.86969002180936072,0.98641056854284781,0.99252657740579375,0.99654543502980286,0.9988118352971973,0.9997844776713205,1,0.99987658061919071,0.99942952375054783,0.99830674175520795,0.99629844325938033,0.99342488813002972,0.98974903536924075,0.98554282860530285,0.65327171328037115,0.62624716359622001,0.62352477046267329,0.63921978174935867,0.66701462717389193,0.70242243562402229,0.7424334190934343,0.78439936141417188,0.82547058871542989,0.77270912795758462,0.1254169717338014,-0.1254169717338014,0.1254169717338014,-0.1254169717338014]
[null,"1454",0.82531086957087751,0.87022066310345603,0.98476882346708972,0.99106436987383517,0.9953930243981276,0.99802569533249463,0.99935969631562183,0.99987658061919071,1,0.99981464175238821,0.9989810943454317,0.9972467715112141,0.99462222092977615,0.99117616691213684,0.9871744005376184,0.6509899674179972,0.62416536238284093,0.62163849217474987,0.63751815998184491,0.66549496342522352,0.70108453470129595,0.74128741469023607,0.78345789186900516,0.82474430138319066,0.77132680361996386,0.12080501264964374,-0.12080501264964374,0.12080501264964374,-0.12080501264964374]
[null,"1462.5",0.82902443437804429,0.87446115992435702,0.98387508649065536,0.98997471238591594,0.99431302439946045,0.99709470975870806,0.99866255972143592,0.99942952375054783,0.99981464175238821,1,0.99965161548054238,0.9984324004221462,0.99630881951380379,0.99334172434408874,0.98977666009501086,0.64230287110710638,0.61554285607492432,0.6131954167156175,0.629327425294117,0.657623201328012,0.69360571880566568,0.73428238695824022,0.77701292481989448,0.81893514542624446,0.76448653437514691,0.11569379448178391,-0.11569379448178387,0.11569379448178391,-0.11569379448178387]
[null,"1471",0.83662692557084328,0.88233842243582805,0.9833552682478196,0.9888556479339875,0.99290259322022334,0.99562974668047577,0.99732303655617049,0.99830674175520795,0.9989810943454317,0.99965161548054238,1,0.99955569430602942,0.99820380211354998,0.9959854119710202,0.99310975034784388,0.62674768455357366,0.59993363244193298,0.59775451176676075,0.61420347881218984,0.64295188717680629,0.67953017043259178,0.72095453535673526,0.7645968788689812,0.80757382270137656,0.75167438429277023,0.10923602306791132,-0.10923602306791134,0.10923602306791132,-0.10923602306791134]
[null,"1479.5",0.8461530066321612,0.89186444437119017,0.98274089339950177,0.98737699292762415,0.99092118780769056,0.99343603803650571,0.9951519285526339,0.99629844325938033,0.9972467715112141,0.9984324004221462,0.99955569430602942,1,0.99954349951541888,0.99820109915677069,0.99613751713082566,0.60752115790389238,0.58058714634144992,0.57854678359672895,0.59530735600750007,0.6245321382841692,0.66175997570060408,0.70401902095953939,0.74869922183996906,0.7928935751197298,0.73540151204324644,0.10226426696768277,-0.10226426696768276,0.10226426696768277,-0.10226426696768276]
[null,"1488",0.85583667771933747,0.90138323881480176,0.98160382229167864,0.98528430199765371,0.98824342279031019,0.99047446358007085,0.9921557334544111,0.99342488813002972,0.99462222092977615,0.99630881951380379,0.99820380211354998,0.99954349951541888,1,0.99955501004731095,0.99832725070972339,0.58737764304783779,0.56031689459326695,0.55839238081896658,0.57543037868399671,0.60509147139811592,0.64292727677733974,0.6859807969475884,0.73166482176634384,0.77705038188935882,0.71810309425336194,9.5692223304514615E-2,-9.5692223304514629E-2,9.5692223304514615E-2,-9.5692223304514629E-2]
[null,"1496.5",0.86512400570431602,0.91040013520650276,0.97976841230175471,0.98247101267639292,0.9848261778631231,0.98675327327844919,0.98837786733297073,0.98974903536924075,0.99117616691213684,0.99334172434408874,0.9959854119710202,0.99820109915677069,0.99955501004731095,1,0.99960559620591194,0.56732873634815217,0.54016735664806947,0.53834483756929152,0.55561745168131016,0.58565436245666957,0.62402367093012545,0.6677857730637814,0.71438238883785476,0.76086524894026775,0.70065481134870555,8.9418821936280785E-2,-8.9418821936280785E-2,8.9418821936280785E-2,-8.9418821936280785E-2]
[null,"1505",0.87347928457251867,0.91844113015109441,0.97732611329357832,0.9791018479802488,0.98088716797762743,0.98252424861645271,0.98408672631540017,0.98554282860530285,0.9871744005376184,0.98977666009501086,0.99310975034784388,0.99613751713082566,0.99832725070972339,0.99960559620591194,1,0.54859240326008218,0.5213653031112282,0.51963020570671592,0.53708793541605171,0.56742448732232287,0.6062292461707981,0.65057979801432519,0.69795002250128579,0.74537616311770005,0.68417684661500211,8.3834537036532847E-2,-8.3834537036532847E-2,8.3834537036532847E-2,-8.3834537036532847E-2]
[null,"1913",0.24610621827480639,0.2988127980620609,0.57606175298864759,0.60465876259105,0.62727206948315006,0.64287219690595176,0.65100172628611763,0.65327171328037115,0.6509899674179972,0.64230287110710638,0.62674768455357366,0.60752115790389238,0.58737764304783779,0.56732873634815217,0.54859240326008218,1,0.99912198227163407,0.99865158208575977,0.9989564616497032,0.99856088224193418,0.99580890265943633,0.98916469797293649,0.97748140499981551,0.96020995163078648,0.97144579483743709,0.20197286519226712,-0.20197286519226712,0.20197286519226712,-0.20197286519226712]
[null,"1921.5",0.21645512587168339,0.26956568704843115,0.5463052111536929,0.57539987650808777,0.59867587859020233,0.61494378781297043,0.62361443506949177,0.62624716359622001,0.62416536238284093,0.61554285607492432,0.59993363244193298,0.58058714634144992,0.56031689459326695,0.54016735664806947,0.5213653031112282,0.99912198227163407,1,0.99989043989869331,0.99951647323066206,0.99774840470823323,0.99314397680527033,0.98429603070950811,0.9701866066294722,0.95039794893550056,0.96353197259285961,0.1976764806758573,-0.19767648067585719,0.1976764806758573,-0.19767648067585719]
[null,"1930",0.21242260789751541,0.26618405030436021,0.542033759283296,0.57137871306587829,0.59499322705556357,0.61162548252314253,0.62063092994252123,0.62352477046267329,0.62163849217474987,0.6131954167156175,0.59775451176676075,0.57854678359672895,0.55839238081896658,0.53834483756929152,0.51963020570671592,0.99865158208575977,0.99989043989869331,1,0.99968257275230432,0.99788043646399871,0.99317864162359337,0.98419195386105751,0.96991429641551752,0.94994365708086081,0.96280478928849444,0.19420388584119858,-0.19420388584119855,0.19420388584119858,-0.19420388584119855]
[null,"1938.5",0.22750198185771311,0.28211807994137222,0.55702020218137183,0.58645721516763971,0.61018483518752686,0.62696129237431231,0.63614520018461074,0.63921978174935867,0.63751815998184491,0.629327425294117,0.61420347881218984,0.59530735600750007,0.57543037868399671,0.55561745168131016,0.53708793541605171,0.9989564616497032,0.99951647323066206,0.99968257275230432,1,0.999164616715707,0.99568025906825941,0.98810122024916847,0.9753443473419301,0.95693324780637279,0.96797145051359146,0.19150951056345308,-0.191509510563453,0.19150951056345308,-0.191509510563453]
[null,"1947",0.25615143953110908,0.31166945851894173,0.58490935621969176,0.61423038088910176,0.63785040402275062,0.65458166372152693,0.66381926086084031,0.66701462717389193,0.66549496342522352,0.657623201328012,0.64295188717680629,0.6245321382841692,0.60509147139811592,0.58565436245666957,0.56742448732232287,0.99856088224193418,0.99774840470823323,0.99788043646399871,0.999164616715707,1,0.99861928511268439,0.993497095391768,0.98342585875403898,0.96778997312797554,0.97585552194845226,0.18889917042711818,-0.18889917042711812,0.18889917042711818,-0.18889917042711812]
[null,"1955.5",0.29454092588761582,0.3509196329732176,0.62126453962208172,0.65022894072888393,0.67350672521046218,0.68999916765541458,0.69916547562064191,0.70242243562402229,0.70108453470129595,0.69360571880566568,0.67953017043259178,0.66175997570060408,0.64292727677733974,0.62402367093012545,0.6062292461707981,0.99580890265943633,0.99314397680527033,0.99317864162359337,0.99568025906825941,0.99861928511268439,1,0.99808871170724767,0.99154349879150727,0.97957956388898992,0.98387945415207245,0.18653845681764636,-0.18653845681764628,0.18653845681764636,-0.18653845681764628]
[null,"1964",0.34011749932273005,0.3972233085004972,0.6630622594993395,0.69140029192252384,0.71409824873022054,0.730170534475439,0.73915779788220881,0.7424334190934343,0.74128741469023607,0.73428238695824022,0.72095453535673526,0.70401902095953939,0.6859807969475884,0.6677857730637814,0.65057979801432519,0.98916469797293649,0.98429603070950811,0.98419195386105751,0.98810122024916847,0.993497095391768,0.99808871170724767,1,0.99764988522094,0.99008085805427481,0.98981806780739912,0.18369927751478007,-0.18369927751478007,0.18369927751478007,-0.18369927751478007]
[null,"1972.5",0.39114942637635586,0.44872691058383046,0.7077554976644499,0.73513928196353717,0.756990642745766,0.77245051338581316,0.78114782705228414,0.78439936141417188,0.78345789186900516,0.77701292481989448,0.7645968788689812,0.74869922183996906,0.73166482176634384,0.71438238883785476,0.69795002250128579,0.97748140499981551,0.9701866066294722,0.96991429641551752,0.9753443473419301,0.98342585875403898,0.99154349879150727,0.99764988522094,1,0.99736514239929885,0.99186403856825733,0.17999896544664418,-0.1799989654466442,0.17999896544664418,-0.1799989654466442]
[null,"1981",0.44445904788793122,0.50228733006962278,0.75240983748461743,0.77853147293953273,0.79929334371799532,0.81396893718228991,0.82227927025024072,0.82547058871542989,0.82474430138319066,0.81893514542624446,0.80757382270137656,0.7928935751197298,0.77705038188935882,0.76086524894026775,0.74537616311770005,0.96020995163078648,0.95039794893550056,0.94994365708086081,0.95693324780637279,0.96778997312797554,0.97957956388898992,0.99008085805427481,0.99736514239929885,1,0.98883051563182267,0.17503361152032884,-0.17503361152032884,0.17503361152032884,-0.17503361152032884]
[null,"2491",0.38581517921598962,0.44090970800958362,0.69723832902340677,0.72494742955209535,0.74675970089849886,0.76185714330497978,0.77000927926213991,0.77270912795758462,0.77132680361996386,0.76448653437514691,0.75167438429277023,0.73540151204324644,0.71810309425336194,0.70065481134870555,0.68417684661500211,0.97144579483743709,0.96353197259285961,0.96280478928849444,0.96797145051359146,0.97585552194845226,0.98387945415207245,0.98981806780739912,0.99186403856825733,0.98883051563182267,1,0.19397066581828212,-0.1939706658182821,0.19397066581828212,-0.1939706658182821]
[null,"Class-HIGH",7.9581970702372024E-2,7.3032861621488504E-2,0.13956797407900243,0.14242507546470751,0.14099119980247518,0.13664448064926235,0.13094856042587885,0.1254169717338014,0.12080501264964374,0.11569379448178391,0.10923602306791132,0.10226426696768277,9.5692223304514615E-2,8.9418821936280785E-2,8.3834537036532847E-2,0.20197286519226712,0.1976764806758573,0.19420388584119858,0.19150951056345308,0.18889917042711818,0.18653845681764636,0.18369927751478007,0.17999896544664418,0.17503361152032884,0.19397066581828212,1,-1,1,-1]
[null,"Class-LOW",-7.9581970702372079E-2,-7.303286162148849E-2,-0.13956797407900243,-0.14242507546470745,-0.14099119980247521,-0.1366444806492623,-0.13094856042587893,-0.1254169717338014,-0.12080501264964374,-0.11569379448178387,-0.10923602306791134,-0.10226426696768276,-9.5692223304514629E-2,-8.9418821936280785E-2,-8.3834537036532847E-2,-0.20197286519226712,-0.19767648067585719,-0.19420388584119855,-0.191509510563453,-0.18889917042711812,-0.18653845681764628,-0.18369927751478007,-0.1799989654466442,-0.17503361152032884,-0.1939706658182821,-1,1,-1,1]
[null,"HIGH",7.9581970702372024E-2,7.3032861621488504E-2,0.13956797407900243,0.14242507546470751,0.14099119980247518,0.13664448064926235,0.13094856042587885,0.1254169717338014,0.12080501264964374,0.11569379448178391,0.10923602306791132,0.10226426696768277,9.5692223304514615E-2,8.9418821936280785E-2,8.3834537036532847E-2,0.20197286519226712,0.1976764806758573,0.19420388584119858,0.19150951056345308,0.18889917042711818,0.18653845681764636,0.18369927751478007,0.17999896544664418,0.17503361152032884,0.19397066581828212,1,-1,1,-1]
[null,"LOW",-7.9581970702372079E-2,-7.303286162148849E-2,-0.13956797407900243,-0.14242507546470745,-0.14099119980247521,-0.1366444806492623,-0.13094856042587893,-0.1254169717338014,-0.12080501264964374,-0.11569379448178387,-0.10923602306791134,-0.10226426696768276,-9.5692223304514629E-2,-8.9418821936280785E-2,-8.3834537036532847E-2,-0.20197286519226712,-0.19767648067585719,-0.19420388584119855,-0.191509510563453,-0.18889917042711812,-0.18653845681764628,-0.18369927751478007,-0.1799989654466442,-0.17503361152032884,-0.1939706658182821,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2"]
[null,"Q² cum",0.39220439143502228,0.96739106244936057]
[null,"R²Y cum",0.39406312537875426,0.96753725860355044]
[null,"R²X cum",0.58667689647468979,0.83347621018314333]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","u~1","u~2"]
[null,"961",0.53370663976481381,-0.48111958964167773,7.9581970702369678E-2,7.9581970702369539E-2]
[null,"1165",0.57206861246457152,-0.51533757213335318,7.3032861621487824E-2,7.3032861621487324E-2]
[null,"1403",0.76350735684844728,-0.53028448240072146,0.13956797407900134,0.13956797407900068]
[null,"1411.5",0.77898522230582445,-0.53180259221058324,0.14242507546470609,0.14242507546470551]
[null,"1420",0.78920818746010424,-0.53583274139529669,0.14099119980247382,0.14099119980247315]
[null,"1428.5",0.79450857260946961,-0.54124863939768064,0.1366444806492611,0.13664448064926044]
[null,"1437",0.7956225317460689,-0.54691562305924679,0.13094856042587749,0.1309485604258768]
[null,"1445.5",0.79412677508150109,-0.55187319973371429,0.12541697173380006,0.12541697173379959]
[null,"1454",0.79111858330893581,-0.5557837738808169,0.12080501264964223,0.12080501264964155]
[null,"1462.5",0.7852508098113804,-0.55988753284157688,0.11569379448178285,0.11569379448178214]
[null,"1471",0.77576063754111757,-0.5646726216966298,0.10923602306791014,0.10923602306790983]
[null,"1479.5",0.76416502592892777,-0.56931534854186383,0.10226426696768195,0.10226426696768126]
[null,"1488",0.75199383364026873,-0.57308040694185625,9.5692223304513824E-2,9.5692223304513477E-2]
[null,"1496.5",0.73962448595083619,-0.57610899325229736,8.9418821936280049E-2,8.941882193627973E-2]
[null,"1505",0.72784495832169815,-0.57824803169906769,8.3834537036531875E-2,8.3834537036531612E-2]
[null,"1913",0.80171711184632466,-0.27151959894359573,0.20197286519226545,0.20197286519226426]
[null,"1921.5",0.78666048974317149,-0.25816070731083107,0.19767648067585528,0.19767648067585411]
[null,"1930",0.78365903920423063,-0.2594561273797702,0.19420388584119672,0.19420388584119569]
[null,"1938.5",0.79004384230696634,-0.27172499703554903,0.19150951056345061,0.19150951056344989]
[null,"1947",0.80191391927089617,-0.29156798983508225,0.18889917042711621,0.18889917042711551]
[null,"1955.5",0.81659303529790805,-0.31599662258112032,0.18653845681764525,0.18653845681764422]
[null,"1964",0.8316900260236525,-0.3436776143927876,0.18369927751477846,0.18369927751477744]
[null,"1972.5",0.84532627697565033,-0.37327672392088296,0.17999896544664259,0.17999896544664168]
[null,"1981",0.85572656696092286,-0.40329135432524832,0.17503361152032704,0.17503361152032626]
[null,"2491",0.8447963890924115,-0.3539796163953286,0.19397066581828049,0.1939706658182796]
[null,"Class-HIGH",0.62774447459038174,0.75728074927651257,1.0000000000000029,0.99999999999997402]
[null,"Class-LOW",-0.62774447459038152,-0.75728074927651245,-1.0000000000000029,-0.99999999999997391]
[null,"HIGH",0.62774447459038174,0.75728074927651257,1.0000000000000029,0.99999999999997402]
[null,"LOW",-0.62774447459038152,-0.75728074927651245,-1.0000000000000029,-0.99999999999997391]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2"]
[null,"961",4.9772234852559272E-2,-0.13306256579094233]
[null,"1165",4.5676284571713043E-2,-0.14901793403011288]
[null,"1403",8.7288740432625911E-2,-0.17695853224136959]
[null,"1411.5",8.9075631607998959E-2,-0.18053137991454096]
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[null,"Obs814",-3.7900229059946109,-3.1269092998288381]
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[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.39220439143502084,0.94634884311252243]
[null,"LOW",0.39220439143502106,0.96739106244936046]
[null,"Class-LOW",3.2497827891179991,8.4107660554254199E-2,3.0439787650672194,3.4555868131687788,2.4280974049074002,8.7394204352549354E-2,2.2142514981737471,2.6419433116410533]
[null,"1462.5",0.37597970211464754,6.2823936797546859E-2,0.22225507210538956,0.52970433212390555,0.82190359368242893,2.8331045714159828E-2,0.75258002463868423,0.89122716272617364]
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[]
[]
[]
[]
[null,1403,-3.0033793440297082E-4,3.0033793440299613E-4]
[null,1462.5,-0.11990559317030904,0.11990559317030902]
[null,1496.5,-0.2072508004172299,0.20725080041722982]
[null,1972.5,9.7853272683175202E-2,-9.7853272683175188E-2]
[]
[null,"F(LOW) = 1.1930276076044+0.223807181593551*961+0.304318873514873*1165+3.00337934402996E-04*1403+1.99914596983684E-04*1411.5+1.35151660184732E-02*1420+3.57205666132786E-02*1428.5+6.10225218780362E-02*1437+8.38836483453756E-02*1445.5+0.101767806088591*1454+0.119905593170309*1462.5+0.141524281647568*1471+0.164325258802904*1479.5+0.185846589590144*1488+0.20725080041723*1496.5+0.22757220261503*1505-0.184923844273304*1913-0.175230849577223*1921.5-0.165785200309238*1930-0.156556773564071*1938.5-0.145523158577975*1947-0.133089238082303*1955.5-0.117483195159288*1964-9.78532726831752E-02*1972.5-7.35913886532544E-02*1981-0.174111485138272*2491-0.472738684876183*Class-HIGH+0.472738684876184*Class-LOW"]
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[null,"Intercept",-0.19302760760439908,0.66440105240666847,-1.8187583587369018,1.4327031435281037]
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[null,"1955.5",0.13308923808230264,3.9115619121262803E-2,3.737676949924533E-2,0.22880170666535993]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",510,0,510,1]
[null,"LOW",0,584,584,1]
[null,"Total",510,584,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999999645]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",228,0,228,1]
[null,"LOW",0,242,242,1]
[null,"Total",228,242,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[482,2.9149446865973565,-0.97442511164448486,0.22471248696196916,482,2.9149446865973565,-0.68902260420227435,0.15889572334810215]
[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661,483,2.9275362403191596,-0.69096867478135393,0.15020749139407213]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092,484,2.9401277940409627,-0.69280519564180754,0.14149544477373624]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662,485,2.9527193477627649,-0.69453187561219598,0.13276096473966234]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097,486,2.965310901484568,-0.69614844093581829,0.12400543610112492]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194,487,2.9779024552063711,-0.69765463531411454,0.11523024700455406]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009,488,2.9904940089281733,-0.69905021994730043,0.10643678871344975]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124,489,3.0030855626499764,-0.70033497357222863,9.7626455387801889E-2]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807,490,3.0156771163717795,-0.70150869249746806,8.8800643863056861E-2]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352,491,3.0282686700935817,-0.7025711906355987,7.9960753428654108E-2]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419,492,3.0408602238153848,-0.70352229953271461,7.1108185606173782E-2]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2,493,3.0534517775371879,-0.70436186839513193,6.2244343927136042E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2,494,3.0660433312589901,-0.7050897641132956,5.3370633710476109E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2,495,3.0786348849807932,-0.70570587128288442,4.4488461839735899E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2,496,3.0912264387025963,-0.70621009222310671,3.5599236540013283E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2,497,3.1038179924243985,-0.70660234699218771,2.6704367154692928E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"PLS-DA3","index":43,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:36:15"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.2852864490859231,2.1848668863138999E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42674827157221201,2.8330237158365381E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.6085881,1.1284467708409509,6.7382780461467312E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6706795000000001,1.206625365996344,6.6538706747983331E-2]
[null,"1420",1094,0,1094,1.1153899,1.7136446000000001,1.2574423674588646,6.4927588274949863E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7367665999999999,1.2895462009140772,6.3476131326514668E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.748472,1.3078686230347345,6.2449023359468649E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7533439,1.3162693662705671,6.1842710069064416E-2]
[null,"1454",1094,0,1094,1.1833969,1.7512528999999999,1.316809183272394,6.144224824465918E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7392904,1.3072353516453377,6.1014057526863764E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7184261000000001,1.2869262965265071,6.0527459202179314E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.6993611,1.2595351223034736,5.9994802717867113E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2283642862888491,5.9343787466277088E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1950470871115184,5.8490606066158211E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1615402677330917,5.7434611199585262E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1340759,1.8169743973491763,7.9896805990414821E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1429162000000002,1.8338231510968943,8.2067940843519163E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1423665999999999,1.8356611345521023,8.2006303785381901E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1370486999999998,1.8257575446069458,8.0171706788213573E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1258743,1.8084420429616082,7.7381684541584977E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1132555000000002,1.7868524121572227,7.436971606521918E-2]
[null,"1964",1094,0,1094,1.5788096,2.0999165,1.762174865996345,7.1390187897371976E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0830019000000002,1.7352321748628905,6.8717539211110235E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0672019000000001,1.7068384413162678,6.6505234002084967E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0547589999999998,1.7662506581352835,5.959518283639461E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",524,524,47.897623400365632]
[null,"","LOW",570,570,52.102376599634368]
[null,"Class","HIGH",524,524,47.897623400365632]
[null,"","LOW",570,570,52.102376599634368]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24263660000000001,0.39174569999999997,0.28456078234042592,2.1210777005544676E-2]
[null,"1165",470,0,470,0.37571189999999999,0.58403130000000003,0.42592742936170219,2.7701329057071896E-2]
[null,"1403",470,0,470,0.99743409999999999,1.612036,1.1286114144680868,7.0440796140990192E-2]
[null,"1411.5",470,0,470,1.0768306999999999,1.6911579000000001,1.2068891829787241,6.9964884799908492E-2]
[null,"1420",470,0,470,1.1311499,1.7343687000000001,1.2576954993617022,6.846286243193328E-2]
[null,"1428.5",470,0,470,1.1667540000000001,1.7580813,1.2897222091489364,6.7019334070654982E-2]
[null,"1437",470,0,470,1.1878304,1.7694460999999999,1.3079445170212778,6.5965173965125953E-2]
[null,"1445.5",470,0,470,1.1981565000000001,1.7735467,1.3162545051063823,6.5345546168061597E-2]
[null,"1454",470,0,470,1.2003602,1.7714623,1.3167160272340415,6.4938084275379268E-2]
[null,"1462.5",470,0,470,1.1930159,1.7590516,1.3070451299999988,6.4464940586007213E-2]
[null,"1471",470,0,470,1.1755152,1.7347106999999999,1.2866214123404249,6.389086199317931E-2]
[null,"1479.5",470,0,470,1.151076,1.7027142,1.2591174419148945,6.3222637828378073E-2]
[null,"1488",470,0,470,1.1229433,1.6649065000000001,1.2278317536170205,6.23754746386318E-2]
[null,"1496.5",470,0,470,1.0929898,1.6225902999999999,1.1944018842553181,6.1268798443008927E-2]
[null,"1505",470,0,470,1.0630473,1.5784748,1.1607999161702121,5.9925918600290881E-2]
[null,"1913",470,0,470,1.6353717000000001,2.1481306999999998,1.8189640744680833,7.9536088398260221E-2]
[null,"1921.5",470,0,470,1.6491547,2.1559681999999998,1.8358291631914889,8.1602124023622963E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1557301999999998,1.8376096157446811,8.1638236259182276E-2]
[null,"1938.5",470,0,470,1.6443964,2.1497771999999999,1.8276054208510633,8.0021559792264635E-2]
[null,"1947",470,0,470,1.6316877999999999,2.1389368000000002,1.810079157446808,7.7444378131172137E-2]
[null,"1955.5",470,0,470,1.6157933,2.1263702000000002,1.7882962455319145,7.4741353414903927E-2]
[null,"1964",470,0,470,1.5971664000000001,2.1109357000000002,1.7634509891489372,7.2127982510774777E-2]
[null,"1972.5",470,0,470,1.5767682000000001,2.0952324999999998,1.7363260148936179,6.9823307593779887E-2]
[null,"1981",470,0,470,1.5546857999999999,2.0782440000000002,1.7077101548936182,6.7938680369767898E-2]
[null,"2491",470,0,470,1.6219298,2.0716627000000001,1.7678226057446815,6.0865275813210253E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",214,214,45.531914893617021]
[null,"","LOW",256,256,54.468085106382979]
[null,"Class","HIGH",214,214,45.531914893617021]
[null,"","LOW",256,256,54.468085106382979]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99119150166925662,0.88115176045777299,0.86421490001077972,0.85097889830631168,0.84128518048329193,0.83527506110358807,0.83254928759910818,0.83277100107969626,0.83705420243815176,0.84530723513227601,0.85535162615591787,0.86535741027750435,0.87479784271415506,0.88316180084619422,0.25098720602438551,0.22314957714221367,0.21965167261469989,0.23471253381929708,0.26279082840851353,0.30045453165407471,0.3450965896434966,0.39534740510748739,0.44826825563600531,0.3878612544933755,3.7756017039181911E-2,-3.7756017039181723E-2,3.7756017039181911E-2,-3.7756017039181723E-2]
[null,"1165",0.99119150166925662,1,0.91188658615783702,0.89735135989693804,0.88655190273957674,0.87903747834860302,0.87476077858475398,0.87322763195644759,0.87423962325153137,0.87909227877749696,0.88767769739226809,0.89778876053735523,0.90770900185430115,0.91697851272941699,0.9251305280868336,0.30096267292317957,0.27360046604264676,0.27077012223702934,0.28663959343855383,0.31554233130750564,0.35398733695975471,0.39927794588001236,0.44992894226464381,0.50302055738314067,0.44001994992527788,3.1929411325829271E-2,-3.1929411325829292E-2,3.1929411325829271E-2,-3.1929411325829292E-2]
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[null,"1437",0.83527506110358807,0.87476077858475398,0.98903961164698828,0.99459507794476609,0.99796635282301227,0.99959108171627209,1,0.99977946683157537,0.9993360983853331,0.99857756002761855,0.99708623626222104,0.99465601156609929,0.99130545718349738,0.98708724970804118,0.98229737879973267,0.64744473278891135,0.62104940646475892,0.6183180432871872,0.63384411076724168,0.66113570613577421,0.69613059773819885,0.73576867327950313,0.77765730797182775,0.81898594450451978,0.76586362060057001,0.10691043411669258,-0.10691043411669271,0.10691043411669258,-0.10691043411669271]
[null,"1445.5",0.83254928759910818,0.87322763195644759,0.98645373683653226,0.99250842004315665,0.9965144001062437,0.99879129182258031,0.99977946683157537,1,0.99986941864836298,0.9993780481457335,0.99812480170642859,0.99588027818478031,0.99267585162556993,0.98858282506124417,0.98390014093180889,0.64938064785368077,0.62334034550833028,0.62087344173455383,0.63658426217869013,0.66400219039845554,0.69907462902921713,0.73875325441983253,0.78064529956957474,0.82194472674459818,0.76829024967711745,0.1014931296295298,-0.10149312962952989,0.1014931296295298,-0.10149312962952989]
[null,"1454",0.83277100107969626,0.87423962325153137,0.98482861858775228,0.99102716580389527,0.99533151402201281,0.99797666867047063,0.9993360983853331,0.99986941864836298,1,0.99979383137126465,0.99886112942558658,0.99692449469480238,0.99400287503016282,0.99017254673717681,0.98572535004441464,0.64671303509526623,0.62087530129801904,0.61860861964325342,0.63450643757890623,0.66210897702984617,0.69737238510627553,0.73725623757188041,0.77937204766900947,0.82091146768464474,0.76655038948688436,9.6726624700076286E-2,-9.6726624700076452E-2,9.6726624700076286E-2,-9.6726624700076452E-2]
[null,"1462.5",0.83705420243815176,0.87909227877749696,0.98394376215167412,0.9898866842784223,0.99417794830626072,0.99697149355136916,0.99857756002761855,0.9993780481457335,0.99979383137126465,1,0.99961052997340927,0.99825216014823115,0.99589426531327763,0.99260407591729316,0.98865084260282154,0.63738121073641341,0.61162382852691832,0.60954584478990892,0.62569722932502003,0.65361927282518961,0.68928205208261017,0.72964855687423202,0.77234263566224359,0.814545724396886,0.75908540676659031,9.110995310228491E-2,-9.1109953102284993E-2,9.110995310228491E-2,-9.1109953102284993E-2]
[null,"1471",0.84530723513227601,0.88767769739226809,0.98338156268344001,0.98864065562445791,0.99260554075443763,0.99534037074296566,0.99708623626222104,0.99812480170642859,0.99886112942558658,0.99961052997340927,1,0.99950650537648045,0.9980092510852473,0.99555472009952362,0.99237224534885649,0.62095728242446324,0.59517792567145511,0.59328202523641005,0.60974714504107108,0.63811428037393847,0.67436960968488369,0.71548071997037377,0.75909543290049764,0.80237584228702874,0.74539364087080795,8.3812907584793636E-2,-8.3812907584793622E-2,8.3812907584793636E-2,-8.3812907584793622E-2]
[null,"1479.5",0.85535162615591787,0.89778876053735523,0.9826240730865452,0.98692902775411995,0.99035380372987591,0.99287213421876552,0.99465601156609929,0.99588027818478031,0.99692449469480238,0.99825216014823115,0.99950650537648045,1,0.99949544367157717,0.99801212275985107,0.99573070224228255,0.60081111751581173,0.57495473416246479,0.57321318734673743,0.58998266217783801,0.61881225731130085,0.65570402487491142,0.69763380617006399,0.74228167296301428,0.78678989950522904,0.72816380972682693,7.5830644415658899E-2,-7.5830644415658885E-2,7.5830644415658899E-2,-7.5830644415658885E-2]
[null,"1488",0.86535741027750435,0.90770900185430115,0.98123692099100968,0.98450085504300666,0.98730666095483821,0.98953958105077056,0.99130545718349738,0.99267585162556993,0.99400287503016282,0.99589426531327763,0.9980092510852473,0.99949544367157717,1,0.99950838109403162,0.99815110789190431,0.57981329050656383,0.55388113561837837,0.55227142519804151,0.56930673491294947,0.59855136019280131,0.63602819119161569,0.67872368299547503,0.72435547263637912,0.7700493195145568,0.7099242484831918,6.8141673559223487E-2,-6.8141673559223445E-2,6.8141673559223487E-2,-6.8141673559223445E-2]
[null,"1496.5",0.87479784271415506,0.91697851272941699,0.97905907387261348,0.98126217405345628,0.98343239383419645,0.9853611658532595,0.98708724970804118,0.98858282506124417,0.99017254673717681,0.99260407591729316,0.99555472009952362,0.99801212275985107,0.99950838109403162,1,0.99956403250072856,0.55897008557976879,0.53299261903784945,0.53150113903920104,0.54875627896299817,0.57835044331421182,0.61633045346660009,0.65969672080789343,0.70620949996560622,0.75298155175201487,0.69157601261720536,6.0761567020021834E-2,-6.0761567020021834E-2,6.0761567020021834E-2,-6.0761567020021834E-2]
[null,"1505",0.88316180084619422,0.9251305280868336,0.9762056774407214,0.97740454587270442,0.97897661871201436,0.98061665962839872,0.98229737879973267,0.98390014093180889,0.98572535004441464,0.98865084260282154,0.99237224534885649,0.99573070224228255,0.99815110789190431,0.99956403250072856,1,0.53952782344180161,0.51354239460122808,0.51215436640699052,0.52957765078595587,0.55944211623685636,0.5978218881023053,0.64173167192762304,0.68897696638916361,0.73666195730657613,0.67426894152617256,5.4143313043081849E-2,-5.4143313043081863E-2,5.4143313043081849E-2,-5.4143313043081863E-2]
[null,"1913",0.25098720602438551,0.30096267292317957,0.57335665605893094,0.60189305116098268,0.6243431454962981,0.63966397512715845,0.64744473278891135,0.64938064785368077,0.64671303509526623,0.63738121073641341,0.62095728242446324,0.60081111751581173,0.57981329050656383,0.55897008557976879,0.53952782344180161,1,0.99916414969070877,0.99870851892753176,0.99899842157864627,0.99857670698392664,0.9958247715721229,0.98924332470072396,0.97763629610293468,0.96039081450157682,0.97037053164257381,0.19940505172677439,-0.19940505172677425,0.19940505172677439,-0.19940505172677425]
[null,"1921.5",0.22314957714221367,0.27360046604264676,0.54477571010742898,0.57372821073057478,0.59679004391049351,0.61274565082342902,0.62104940646475892,0.62334034550833028,0.62087530129801904,0.61162382852691832,0.59517792567145511,0.57495473416246479,0.55388113561837837,0.53299261903784945,0.51354239460122808,0.99916414969070877,1,0.99989118114457287,0.99951666414067397,0.99778214471357496,0.99325270054680392,0.98455808433674186,0.97061480366186303,0.95093577599574008,0.96262889327341683,0.19609973206286666,-0.19609973206286654,0.19609973206286666,-0.19609973206286654]
[null,"1930",0.21965167261469989,0.27077012223702934,0.54079008343885726,0.56996844627616416,0.59335934128224854,0.60967695980371572,0.6183180432871872,0.62087344173455383,0.61860861964325342,0.60954584478990892,0.59328202523641005,0.57321318734673743,0.55227142519804151,0.53150113903920104,0.51215436640699052,0.99870851892753176,0.99989118114457287,1,0.99968246917028925,0.99792066030278082,0.99330711267417249,0.98449062448000912,0.97040034100393924,0.95055997979827611,0.9619471800722964,0.19276614855152199,-0.19276614855152205,0.19276614855152199,-0.19276614855152205]
[null,"1938.5",0.23471253381929708,0.28663959343855383,0.55575227767804769,0.5850342382539484,0.60854834583038131,0.62501804329184352,0.63384411076724168,0.63658426217869013,0.63450643757890623,0.62569722932502003,0.60974714504107108,0.58998266217783801,0.56930673491294947,0.54875627896299817,0.52957765078595587,0.99899842157864627,0.99951666414067397,0.99968246917028925,1,0.99919181418375802,0.99578643958318136,0.98836681604525445,0.9757943776859157,0.95751912918810744,0.96711037063513117,0.18967427733246195,-0.18967427733246203,0.18967427733246195,-0.18967427733246203]
[null,"1947",0.26279082840851353,0.31554233130750564,0.58318525114787456,0.6123774271922181,0.63580452321558933,0.652244701644627,0.66113570613577421,0.66400219039845554,0.66210897702984617,0.65361927282518961,0.63811428037393847,0.61881225731130085,0.59855136019280131,0.57835044331421182,0.55944211623685636,0.99857670698392664,0.99778214471357496,0.99792066030278082,0.99919181418375802,1,0.99864721027227144,0.99362648526057162,0.98369060381842743,0.96815299801252497,0.97485228341943209,0.18644986830443,-0.18644986830443017,0.18644986830443,-0.18644986830443017]
[null,"1955.5",0.30045453165407471,0.35398733695975471,0.61903960975266403,0.64792468688589133,0.67105073556811279,0.68728561861280857,0.69613059773819885,0.69907462902921713,0.69737238510627553,0.68928205208261017,0.67436960968488369,0.65570402487491142,0.63602819119161569,0.61633045346660009,0.5978218881023053,0.9958247715721229,0.99325270054680392,0.99330711267417249,0.99578643958318136,0.99864721027227144,1,0.99812610572101002,0.99166484098840102,0.97976347114261619,0.9828213161028212,0.18324367297985447,-0.18324367297985428,0.18324367297985447,-0.18324367297985428]
[null,"1964",0.3450965896434966,0.39927794588001236,0.6602829489447356,0.6886085706274766,0.7112092086233367,0.7270684622581447,0.73576867327950313,0.73875325441983253,0.73725623757188041,0.72964855687423202,0.71548071997037377,0.69763380617006399,0.67872368299547503,0.65969672080789343,0.64173167192762304,0.98924332470072396,0.98455808433674186,0.98449062448000912,0.98836681604525445,0.99362648526057162,0.99812610572101002,1,0.99767249696351368,0.99012364473022718,0.98873826204972914,0.17906926666974063,-0.1790692666697406,0.17906926666974063,-0.1790692666697406]
[null,"1972.5",0.39534740510748739,0.44992894226464381,0.70466329087198132,0.73210247505626025,0.75391270320273429,0.76920757348169755,0.77765730797182775,0.78064529956957474,0.77937204766900947,0.77234263566224359,0.75909543290049764,0.74228167296301428,0.72435547263637912,0.70620949996560622,0.68897696638916361,0.97763629610293468,0.97061480366186303,0.97040034100393924,0.9757943776859157,0.98369060381842743,0.99166484098840102,0.99767249696351368,1,0.99736356547549565,0.99083475199306026,0.17382928883089507,-0.17382928883089493,0.17382928883089507,-0.17382928883089493]
[null,"1981",0.44826825563600531,0.50302055738314067,0.74931468782240374,0.77555084086608406,0.79632326704127931,0.81088160196236359,0.81898594450451978,0.82194472674459818,0.82091146768464474,0.814545724396886,0.80237584228702874,0.78678989950522904,0.7700493195145568,0.75298155175201487,0.73666195730657613,0.96039081450157682,0.95093577599574008,0.95055997979827611,0.95751912918810744,0.96815299801252497,0.97976347114261619,0.99012364473022718,0.99736356547549565,1,0.98787019163922396,0.16711382811497802,-0.16711382811497758,0.16711382811497802,-0.16711382811497758]
[null,"2491",0.3878612544933755,0.44001994992527788,0.69316877316391912,0.72108221027563257,0.74295362584831426,0.75794042455873756,0.76586362060057001,0.76829024967711745,0.76655038948688436,0.75908540676659031,0.74539364087080795,0.72816380972682693,0.7099242484831918,0.69157601261720536,0.67426894152617256,0.97037053164257381,0.96262889327341683,0.9619471800722964,0.96711037063513117,0.97485228341943209,0.9828213161028212,0.98873826204972914,0.99083475199306026,0.98787019163922396,1,0.1867321627435482,-0.1867321627435482,0.1867321627435482,-0.1867321627435482]
[null,"Class-HIGH",3.7756017039181911E-2,3.1929411325829271E-2,0.1114968255136141,0.11627420197224268,0.11601816512301003,0.11232665115473461,0.10691043411669258,0.1014931296295298,9.6726624700076286E-2,9.110995310228491E-2,8.3812907584793636E-2,7.5830644415658899E-2,6.8141673559223487E-2,6.0761567020021834E-2,5.4143313043081849E-2,0.19940505172677439,0.19609973206286666,0.19276614855152199,0.18967427733246195,0.18644986830443,0.18324367297985447,0.17906926666974063,0.17382928883089507,0.16711382811497802,0.1867321627435482,1,-1.0000000000000002,1,-1.0000000000000002]
[null,"Class-LOW",-3.7756017039181723E-2,-3.1929411325829292E-2,-0.11149682551361396,-0.11627420197224281,-0.11601816512300989,-0.11232665115473454,-0.10691043411669271,-0.10149312962952989,-9.6726624700076452E-2,-9.1109953102284993E-2,-8.3812907584793622E-2,-7.5830644415658885E-2,-6.8141673559223445E-2,-6.0761567020021834E-2,-5.4143313043081863E-2,-0.19940505172677425,-0.19609973206286654,-0.19276614855152205,-0.18967427733246203,-0.18644986830443017,-0.18324367297985428,-0.1790692666697406,-0.17382928883089493,-0.16711382811497758,-0.1867321627435482,-1.0000000000000002,1,-1.0000000000000002,1]
[null,"HIGH",3.7756017039181911E-2,3.1929411325829271E-2,0.1114968255136141,0.11627420197224268,0.11601816512301003,0.11232665115473461,0.10691043411669258,0.1014931296295298,9.6726624700076286E-2,9.110995310228491E-2,8.3812907584793636E-2,7.5830644415658899E-2,6.8141673559223487E-2,6.0761567020021834E-2,5.4143313043081849E-2,0.19940505172677439,0.19609973206286666,0.19276614855152199,0.18967427733246195,0.18644986830443,0.18324367297985447,0.17906926666974063,0.17382928883089507,0.16711382811497802,0.1867321627435482,1,-1.0000000000000002,1,-1.0000000000000002]
[null,"LOW",-3.7756017039181723E-2,-3.1929411325829292E-2,-0.11149682551361396,-0.11627420197224281,-0.11601816512300989,-0.11232665115473454,-0.10691043411669271,-0.10149312962952989,-9.6726624700076452E-2,-9.1109953102284993E-2,-8.3812907584793622E-2,-7.5830644415658885E-2,-6.8141673559223445E-2,-6.0761567020021834E-2,-5.4143313043081863E-2,-0.19940505172677425,-0.19609973206286654,-0.19276614855152205,-0.18967427733246203,-0.18644986830443017,-0.18324367297985428,-0.1790692666697406,-0.17382928883089493,-0.16711382811497758,-0.1867321627435482,-1.0000000000000002,1,-1.0000000000000002,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.43622942683017363,0.94976167120649846,0.99990515370585953]
[null,"R²Y cum",0.43832737025785234,0.95014202504547618,0.99990605218792017]
[null,"R²X cum",0.5391745796238977,0.8374793417116968,0.98924240923743956]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.4639392287507848,-0.56476194735691143,0.61099418953661166,3.775601703918078E-2,3.7756017039180655E-2,3.7756017039180315E-2]
[null,"1165",0.49940207847130264,-0.59717512779634185,0.58018091826857554,3.1929411325829667E-2,3.1929411325829528E-2,3.1929411325829334E-2]
[null,"1403",0.70309757184780153,-0.60414559669902879,0.35462409960196206,0.11149682551361555,0.11149682551361501,0.11149682551361449]
[null,"1411.5",0.72073326109629576,-0.60406393884461718,0.322479853825619,0.11627420197224433,0.11627420197224378,0.11627420197224302]
[null,"1420",0.73232858463832184,-0.60694358484820687,0.29505333292744484,0.11601816512301141,0.11601816512301086,0.11601816512300996]
[null,"1428.5",0.73832074428379546,-0.61152038476461523,0.27429719696290744,0.11232665115473599,0.1123266511547355,0.1123266511547347]
[null,"1437",0.73956099970512101,-0.61661147921102755,0.26167055715190707,0.10691043411669408,0.10691043411669367,0.10691043411669288]
[null,"1445.5",0.73787309686492863,-0.62116528061691212,0.25622430837920213,0.1014931296295309,0.10149312962953051,0.10149312962952986]
[null,"1454",0.73433630965741081,-0.62497221434742511,0.2569679205383375,9.6726624700077563E-2,9.6726624700077146E-2,9.6726624700076674E-2]
[null,"1462.5",0.72731192887058704,-0.62927720365071038,0.26586551372366302,9.1109953102285882E-2,9.1109953102285646E-2,9.110995310228516E-2]
[null,"1471",0.71600578183026142,-0.63446623741270503,0.28278681457060834,8.381290758479483E-2,8.3812907584794427E-2,8.3812907584793858E-2]
[null,"1479.5",0.70229101871531663,-0.63956026322620663,0.30357616607866245,7.5830644415660189E-2,7.5830644415659704E-2,7.5830644415659315E-2]
[null,"1488",0.6879609339620083,-0.64379405418443525,0.32483282052523355,6.8141673559224472E-2,6.8141673559224042E-2,6.8141673559223528E-2]
[null,"1496.5",0.67349792814028808,-0.64721014353358719,0.34530958776310344,6.0761567020022646E-2,6.0761567020022347E-2,6.0761567020022056E-2]
[null,"1505",0.65980421305906067,-0.64964144708638505,0.36382049666949823,5.4143313043082474E-2,5.4143313043082376E-2,5.4143313043081953E-2]
[null,"1913",0.80300029412099971,-0.30549797109244597,-0.5070952668122598,0.19940505172677644,0.19940505172677553,0.19940505172677436]
[null,"1921.5",0.79069207122481966,-0.29060026604857236,-0.53352339623895184,0.19609973206286901,0.19609973206286799,0.19609973206286674]
[null,"1930",0.78792445828094582,-0.29165540708923871,-0.53733901162330244,0.1927661485515248,0.19276614855152405,0.19276614855152291]
[null,"1938.5",0.79284382107873552,-0.30479828718967206,-0.52417880141888129,0.18967427733246445,0.18967427733246364,0.18967427733246239]
[null,"1947",0.80203100370673275,-0.32599083300149329,-0.49848462078259814,0.18644986830443247,0.18644986830443142,0.1864498683044305]
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[null,"Obs809",3.7323145952544898,4.0319312977218411,9.4595462332491813]
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[null,"Obs844",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs856",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
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[null,"Obs933",3.7323145952544898,4.0319312977218411,9.4595462332491813]
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[null,"Obs957",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
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[null,"Obs1036",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs1045",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1046",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs1063",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs1065",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1071",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1080",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1089",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1095",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs1113",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1118",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs1123",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
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[null,"Obs1200",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
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[null,"Obs1341",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1347",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
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[null,"Obs1384",3.7323145952544898,4.0319312977218411,9.4595462332491813]
[null,"Obs1397",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1403",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
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[null,"Obs1490",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1499",3.7323145952544898,4.0319312977218411,9.4595462332491813]
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[null,"Obs1542",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1546",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[null,"Obs1555",-3.4311102594971139,-3.7065473684320129,-8.6961442565308378]
[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.43622942683017663,0.9108886997931902,0.99811207306416816]
[null,"LOW",0.43622942683017596,0.94976167120649857,0.99990515370585953]
[null,"Class-HIGH",3.311145409960309,5.4451355295690056E-2,3.1779077481227995,3.4443830717978186,2.4957637163360662,5.8379581883653144E-2,2.3529140306489031,2.6386134020232292,2.4362301426827293,5.820688256689379E-2,2.2938030369853757,2.5786572483800829]
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[null,"1437",0.35399599320234615,4.8476784136394717E-2,0.23537757981923368,0.47261440658545861,0.77556961346334075,1.3831056888862603E-2,0.74172623765374923,0.80941298927293226,0.77074804178967338,1.3153817325953105E-2,0.73856181143359567,0.80293427214575108]
[null,"1403",0.3691822020245436,3.8109170825612791E-2,0.27593242361594683,0.46243198043314038,0.72664827703589263,1.2925910092093342E-2,0.69501971557144182,0.75827683850034344,0.73624373881999439,1.217079433045932E-2,0.70646287899585025,0.76602459864413852]
[]
[]
[]
[]
[null,1403,0.10105445901768592,-0.10105445901768589]
[null,1462.5,-3.5817829227909333E-2,3.5817829227909319E-2]
[null,1496.5,-9.8421820610855026E-2,9.8421820610854971E-2]
[null,1972.5,-2.365465256631415E-2,2.365465256631414E-2]
[]
[null,"F(LOW) = 0.447935599831633-0.219104557706492*961-2.68125596588743E-02*1165-0.101054459017686*1403-9.67265317588129E-02*1411.5-7.85420203218518E-02*1420-5.14691738672154E-02*1428.5-0.022492892802602*1437+2.09781992930948E-03*1445.5+2.00880221652659E-02*1454+3.58178292279093E-02*1462.5+5.24864621735507E-02*1471+6.89996456503124E-02*1479.5+0.083955954417242*1488+0.098421820610855*1496.5+0.111669321707753*1505-3.50611536747117E-02*1913-2.15461322635769E-02*1921.5-1.08918872724156E-02*1930-2.28900302770071E-03*1938.5+5.47076439249842E-03*1947+1.11937460001884E-02*1955.5+1.73955171008547E-02*1964+2.36546525663141E-02*1972.5+3.12760938389124E-02*1981-3.23654473340238E-02*2491-0.4986910301447*Class-HIGH+0.498691030144701*Class-LOW"]
[null,"1165",3.2836677307435926E-2,2.2850273562775091E-2,-2.3075925883408552E-2,8.8749280498280403E-2]
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[null,"1972.5",0.17357590838057535,2.1045001565562941E-2,0.12208064647688734,0.22507117028426338]
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[null,"1955.5",-1.1193746000188395E-2,4.3873002713949762E-2,-0.11854711246194206,9.6159620461565273E-2]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"Obs42",1,"HIGH","HIGH",0.99280389641547995,7.1961035845206026E-3,0.72821950678941061,0.27178049321058934]
[null,"Obs49",1,"LOW","LOW",-2.935213964480756E-3,1.0029352139644812,0.26778879193731675,0.73221120806268325]
[null,"Obs59",1,"HIGH","HIGH",0.99541624641644288,4.583753583557647E-3,0.72925232390807626,0.27074767609192379]
[null,"Obs70",1,"HIGH","HIGH",0.98962242394494082,1.0377576055059613E-2,0.72695835196150749,0.27304164803849251]
[null,"Obs75",1,"HIGH","HIGH",0.99864741499562926,1.3525850043712487E-3,0.7305263775956774,0.26947362240432254]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",524,0,524,1]
[null,"LOW",0,570,570,1]
[null,"Total",524,570,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999998712]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",214,0,214,1]
[null,"LOW",0,256,256,1]
[null,"Total",214,256,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[476,2.8393953642665397,-0.95468484003346987,0.29761864224249818,476,2.8393953642665397,-0.67506412428366136,0.21044816013720369]
[477,2.8519869179883428,-0.95835654181499241,0.28557440144454255,477,2.8519869179883428,-0.67766040951187068,0.20193159579472558]
[478,2.8645784717101459,-0.96187630083365039,0.27348488421587913,478,2.8645784717101459,-0.68014925498210621,0.19338301618106607]
[479,2.8771700254319481,-0.96524355904879122,0.26135200729059388,479,2.8771700254319481,-0.68253026610003842,0.18480377663189507]
[480,2.8897615791537512,-0.96845778259802262,0.24917769427723904,480,2.8897615791537512,-0.68480306536794944,0.17619523734386422]
[481,2.9023531328755543,-0.97151846188185254,0.23696387535385935,481,2.9023531328755543,-0.68696729244458277,0.16755876315895787]
[482,2.9149446865973565,-0.97442511164448486,0.22471248696196916,482,2.9149446865973565,-0.68902260420227435,0.15889572334810215]
[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661,483,2.9275362403191596,-0.69096867478135393,0.15020749139407213]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092,484,2.9401277940409627,-0.69280519564180754,0.14149544477373624]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662,485,2.9527193477627649,-0.69453187561219598,0.13276096473966234]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097,486,2.965310901484568,-0.69614844093581829,0.12400543610112492]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194,487,2.9779024552063711,-0.69765463531411454,0.11523024700455406]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009,488,2.9904940089281733,-0.69905021994730043,0.10643678871344975]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124,489,3.0030855626499764,-0.70033497357222863,9.7626455387801889E-2]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807,490,3.0156771163717795,-0.70150869249746806,8.8800643863056861E-2]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352,491,3.0282686700935817,-0.7025711906355987,7.9960753428654108E-2]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419,492,3.0408602238153848,-0.70352229953271461,7.1108185606173782E-2]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2,493,3.0534517775371879,-0.70436186839513193,6.2244343927136042E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2,494,3.0660433312589901,-0.7050897641132956,5.3370633710476109E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2,495,3.0786348849807932,-0.70570587128288442,4.4488461839735899E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2,496,3.0912264387025963,-0.70621009222310671,3.5599236540013283E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2,497,3.1038179924243985,-0.70660234699218771,2.6704367154692928E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"PLS-DA2","index":49,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 13:34:15"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28498677257769617,2.2001951914317919E-2]
[null,"1165",1094,0,1094,0.37279610000000002,0.6634042,0.42652935127970731,2.8606570161849563E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1282674884826327,6.8511473479322543E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2064919719378404,6.7667824577750016E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2573577982632573,6.6025966473806527E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2895067900365629,6.4550407081630221E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3078655649908599,6.3503888803095918E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3162953313528349,6.2890929541080942E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3168547734917717,6.2494179553345491E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3072956000914076,6.2077763288584768E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2869998808043863,6.1602566688451967E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2596190672760514,6.1075761774302517E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2284545529250472,6.0415518605171734E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1951384073126119,5.9538061040217735E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1616297787020098,5.8443158438775102E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8173740026508229,7.9596190449436527E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8342707824497249,8.1795883303310307E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8361300219378422,8.1778477394516963E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8262279549360152,8.0015749556788709E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8088958223034735,7.7290094016049637E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.7872712885740405,7.4335343274620352E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7625711322669106,7.1435492934326675E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7355909186471674,6.8848185290919933E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.7071592948811711,6.6706973683798923E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7665909173674594,5.9562518649211409E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.4053486,0.28525832723404249,2.0845862327405852E-2]
[null,"1165",470,0,470,0.36954720000000002,0.58655199999999996,0.42643700127659551,2.7040028583782346E-2]
[null,"1403",470,0,470,0.99743409999999999,1.5929438,1.1290287227659552,6.7853232746349884E-2]
[null,"1411.5",470,0,470,1.0754665000000001,1.6706795000000001,1.2071996789361705,6.7391631331014376E-2]
[null,"1420",470,0,470,1.1256914,1.7136446000000001,1.2578923476595743,6.5968162744695732E-2]
[null,"1428.5",470,0,470,1.1584684999999999,1.7367665999999999,1.2898139442553185,6.4583440950806606E-2]
[null,"1437",470,0,470,1.1778192999999999,1.748472,1.3079516351063838,6.3574886561461624E-2]
[null,"1445.5",470,0,470,1.1873448,1.7533439,1.3161940672340429,6.297083353037311E-2]
[null,"1454",470,0,470,1.1894269,1.7512528999999999,1.3166099087234051,6.255466992138127E-2]
[null,"1462.5",470,0,470,1.1827030999999999,1.7392904,1.3069048921276589,6.2052459307821925E-2]
[null,"1471",470,0,470,1.1666679,1.7157524,1.2864501331914895,6.1448314809553498E-2]
[null,"1479.5",470,0,470,1.1442102999999999,1.684183,1.2589220465957434,6.0760899999831669E-2]
[null,"1488",470,0,470,1.1183422000000001,1.6473222999999999,1.2276216436170195,5.992740947788866E-2]
[null,"1496.5",470,0,470,1.0905985,1.6058223,1.194189321914894,5.8867717733422031E-2]
[null,"1505",470,0,470,1.0627116000000001,1.5626545000000001,1.1605915651063838,5.7605417578740679E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1340759,1.8180339293617018,8.0250837955760962E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1429162000000002,1.834787229787235,8.2252262293943459E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1423665999999999,1.8365182055319147,8.2184660313741484E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1370486999999998,1.8265104657446809,8.0399060372723541E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1258743,1.8090229136170208,7.7669259878157343E-2]
[null,"1955.5",470,0,470,1.5989156,2.1132555000000002,1.7873212438297876,7.4830752696775082E-2]
[null,"1964",470,0,470,1.5788096,2.0999165,1.7625286161702114,7.2031286089595289E-2]
[null,"1972.5",470,0,470,1.5564198,2.0830019000000002,1.7354909814893604,6.9528709441181488E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0672019000000001,1.7069633170212777,6.7479922890393298E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0547589999999998,1.7670305980851071,6.0952843511474231E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
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[null,"1165",0.99074648002878329,1,0.90985938087851115,0.89434673664117448,0.88241225136224255,0.8737845897838612,0.86862480848571366,0.86647870516984216,0.86707389221717068,0.87167006457981755,0.88012663771881405,0.89030762113785533,0.9004330091927768,0.9099787319183813,0.9184633250722426,0.28054892194475567,0.25179022285616875,0.2484472967398991,0.26442597286819008,0.29365775234529573,0.33268005274846724,0.3790170548285528,0.43075000546003078,0.48513491359355237,0.41983154278684148,4.0416615357124083E-2,-4.0416615357123972E-2,4.0416615357124083E-2,-4.0416615357123972E-2]
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[null,"1411.5",0.85685906388215316,0.89434673664117448,0.99873735200536307,1,0.99908340904119297,0.99693276071682801,0.99445475626117485,0.99237485687756921,0.99093960020110017,0.98993284721077091,0.98894469983568167,0.98758022235608156,0.98556195986810202,0.98277786766724862,0.97937475030244558,0.59314945283452725,0.56384431389279022,0.55972248583861506,0.57498816935709895,0.60271302751870437,0.63882593916918529,0.68037586880708245,0.72474315277715606,0.76911773346342815,0.71370536769167903,0.12485663435587863,-0.12485663435587872,0.12485663435587863,-0.12485663435587872]
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[null,"1437",0.82430651377159059,0.86862480848571366,0.98860922433482523,0.99445475626117485,0.99794020626957514,0.99959250175471115,1,0.99978693918558759,0.99936953431986875,0.99868274934970069,0.99734429489949761,0.99513288776755238,0.99205685083108397,0.98815514995578135,0.98368973170723573,0.64237723566803473,0.61490763446342045,0.61179099792432756,0.6274706796737034,0.65507181930588876,0.69050439279522136,0.73082812153022658,0.77337784899156847,0.81537534096438702,0.76163331135520829,0.11492758846635294,-0.11492758846635293,0.11492758846635294,-0.11492758846635293]
[null,"1445.5",0.82094564445583151,0.86647870516984216,0.9859955139463269,0.99237485687756921,0.99650720896119005,0.99881097196957391,0.99978693918558759,1,0.99987851200812239,0.9994319671516495,0.9982932684515754,0.99622572894548933,0.9932536108604012,0.98943557966809959,0.98503928955087161,0.64509270034641664,0.61798558859532526,0.61512351506627982,0.63097454450749968,0.65868423593950154,0.69416366872391688,0.73448774111968518,0.77699302381098356,0.81890515223484384,0.76470977180018362,0.109533776212606,-0.10953377621260602,0.109533776212606,-0.10953377621260602]
[null,"1454",0.82076562275841203,0.86707389221717068,0.9843949670586335,0.99093960020110017,0.99537312941086531,0.99803727235288642,0.99936953431986875,0.99987851200812239,1,0.99981194318379607,0.99895721030676787,0.99715895225729867,0.99443093277633643,0.99083796954245329,0.98664313556513172,0.64302945303652392,0.61612587431248311,0.61345538435497515,0.62948314855147236,0.65736400693676611,0.69301216844633073,0.73351294248042476,0.77620724319101941,0.81831903315092169,0.76347995621967524,0.10487279064107684,-0.10487279064107684,0.10487279064107684,-0.10487279064107684]
[null,"1462.5",0.8248751919947388,0.87167006457981755,0.9836343512924357,0.98993284721077091,0.9943418620366361,0.99713183531614247,0.99868274934970069,0.9994319671516495,0.99981194318379607,1,0.99964107263738722,0.99837310689890235,0.99616118713241597,0.99306262862848871,0.98932107353277798,0.6342872474411132,0.60745712760847015,0.60496330869334358,0.62123360457957755,0.64942120528109881,0.68544758115036186,0.72640706839560509,0.76964954418228249,0.81238995136471903,0.75649813308883918,9.9385321852287739E-2,-9.9385321852287711E-2,9.9385321852287739E-2,-9.9385321852287711E-2]
[null,"1471",0.83314331226394756,0.88012663771881405,0.9833289157169085,0.98894469983568167,0.99300260427501497,0.9956958633357279,0.99734429489949761,0.9982932684515754,0.99895721030676787,0.99964107263738722,1,0.99953617484972368,0.998125222676438,0.99580527384044792,0.99278381342118061,0.61849650179427518,0.59162724025485114,0.58929952445395439,0.60587294500547306,0.63449375605216729,0.6710939338155858,0.71277927778948125,0.75691656146143882,0.80070509022881708,0.74330486930300221,9.2413103596029889E-2,-9.2413103596029889E-2,9.2413103596029889E-2,-9.2413103596029889E-2]
[null,"1479.5",0.84343425401938976,0.89030762113785533,0.98292784352281615,0.98758022235608156,0.99106399716841964,0.99349453281162325,0.99513288776755238,0.99622572894548933,0.99715895225729867,0.99837310689890235,0.99953617484972368,1,0.99952371172395993,0.99811973740434556,0.99595061743746638,0.5988527318964727,0.57188260251817347,0.56969254035686456,0.58656279935568911,0.61563974519015618,0.65286666186137232,0.69536386484197721,0.74052212527797068,0.78552483890466085,0.72645634262000025,8.4816058989237983E-2,-8.4816058989237969E-2,8.4816058989237983E-2,-8.4816058989237969E-2]
[null,"1488",0.85383769562751721,0.9004330091927768,0.98196535310055177,0.98556195986810202,0.98838911595109313,0.99048563865682837,0.99205685083108397,0.9932536108604012,0.99443093277633643,0.99616118713241597,0.998125222676438,0.99952371172395993,1,0.99953407964209517,0.99824196313269942,0.57833855263109679,0.55126663352272276,0.54919215674959176,0.56632134806639967,0.59580928478542106,0.63361503474513836,0.67687563974087639,0.72301111938578455,0.76919182590803203,0.70857672098696567,7.7532690431416057E-2,-7.7532690431416001E-2,7.7532690431416057E-2,-7.7532690431416001E-2]
[null,"1496.5",0.86374781532404699,0.9099787319183813,0.980259676990479,0.98277786766724862,0.98492992358027465,0.98667269386250056,0.98815514995578135,0.98943557966809959,0.99083796954245329,0.99306262862848871,0.99580527384044792,0.99811973740434556,0.99953407964209517,1,0.99958387672379012,0.55792274493493588,0.5307775126322809,0.5288054374550214,0.54614971184836458,0.57598595386763318,0.61429322983401158,0.65822760799098556,0.7052440803891139,0.75250360194731103,0.6905219406423122,7.0590951657802242E-2,-7.0590951657802214E-2,7.0590951657802242E-2,-7.0590951657802214E-2]
[null,"1505",0.87261875877315975,0.9184633250722426,0.97787981461909912,0.97937475030244558,0.98089054310455981,0.98229791965302327,0.98368973170723573,0.98503928955087161,0.98664313556513172,0.98932107353277798,0.99278381342118061,0.99595061743746638,0.99824196313269942,0.99958387672379012,1,0.53884237273515612,0.51166235840213203,0.50977977452755119,0.5272891332879357,0.55739618213486153,0.59610484899250571,0.64058956977842718,0.68834283199020385,0.73652115368685434,0.6734484065833436,6.4340027406591241E-2,-6.4340027406591227E-2,6.4340027406591241E-2,-6.4340027406591227E-2]
[null,"1913",0.22240357690706861,0.28054892194475567,0.56317358409335294,0.59314945283452725,0.61696100893108585,0.63353980197098647,0.64237723566803473,0.64509270034641664,0.64302945303652392,0.6342872474411132,0.61849650179427518,0.5988527318964727,0.57833855263109679,0.55792274493493588,0.53884237273515612,1,0.99912914516327944,0.99866135950970181,0.99898472733712751,0.99860245174205953,0.99589293254820843,0.98930229022189309,0.9776447179155896,0.96028354270792438,0.97077724044828206,0.19773216454505663,-0.19773216454505654,0.19773216454505663,-0.19773216454505654]
[null,"1921.5",0.1932174242177935,0.25179022285616875,0.53341738889573487,0.56384431389279022,0.58829555188600269,0.60553171851062992,0.61490763446342045,0.61798558859532526,0.61612587431248311,0.60745712760847015,0.59162724025485114,0.57188260251817347,0.55126663352272276,0.5307775126322809,0.51166235840213203,0.99912914516327944,1,0.99989311562005634,0.99952559920740114,0.99778522040720086,0.99323585664944847,0.98444820823363122,0.9703675148688069,0.95048283588404059,0.96285478057953444,0.19366180793899154,-0.19366180793899151,0.19366180793899154,-0.19366180793899151]
[null,"1930",0.1892418147584807,0.2484472967398991,0.52906579662550868,0.55972248583861506,0.58449780112392802,0.60208783791245402,0.61179099792432756,0.61512351506627982,0.61345538435497515,0.60496330869334358,0.58929952445395439,0.56969254035686456,0.54919215674959176,0.5288054374550214,0.50977977452755119,0.99866135950970181,0.99989311562005634,1,0.99967957086476544,0.9978965665707058,0.99324011180134153,0.98430157154326947,0.97004150383507948,0.94996398126859216,0.96207249231729075,0.19017932778381963,-0.19017932778381971,0.19017932778381963,-0.19017932778381971]
[null,"1938.5",0.204420814249029,0.26442597286819008,0.54423375269318586,0.57498816935709895,0.59987268944758376,0.61759885804468206,0.6274706796737034,0.63097454450749968,0.62948314855147236,0.62123360457957755,0.60587294500547306,0.58656279935568911,0.56632134806639967,0.54614971184836458,0.5272891332879357,0.99898472733712751,0.99952559920740114,0.99967957086476544,1,0.99918202227582509,0.99574574902748647,0.98822194902717553,0.97549622468512809,0.95699900181208919,0.9673184756561386,0.18719399705108405,-0.18719399705108408,0.18719399705108405,-0.18719399705108408]
[null,"1947",0.23283092554900403,0.29365775234529573,0.57206436560974383,0.60271302751870437,0.62748692629254088,0.64515860169561601,0.65507181930588876,0.65868423593950154,0.65736400693676611,0.64942120528109881,0.63449375605216729,0.61563974519015618,0.59580928478542106,0.57598595386763318,0.55739618213486153,0.99860245174205953,0.99778522040720086,0.9978965665707058,0.99918202227582509,1,0.99863569730950186,0.99354220724066677,0.98348089382430715,0.96775070989820833,0.97517756534791078,0.18413943216268139,-0.18413943216268122,0.18413943216268139,-0.18413943216268122]
[null,"1955.5",0.27110067302741531,0.33268005274846724,0.60851994601422277,0.63882593916918529,0.66325509561921969,0.68067740846837987,0.69050439279522136,0.69416366872391688,0.69301216844633073,0.68544758115036186,0.6710939338155858,0.65286666186137232,0.63361503474513836,0.61429322983401158,0.59610484899250571,0.99589293254820843,0.99323585664944847,0.99324011180134153,0.99574574902748647,0.99863569730950186,1,0.99809448698579606,0.99154343979186232,0.97948561285070046,0.98320121665103744,0.18140933795453515,-0.1814093379545352,0.18140933795453515,-0.1814093379545352]
[null,"1964",0.31688242364518721,0.3790170548285528,0.65068571806291731,0.68037586880708245,0.70421592403100453,0.72120048879002319,0.73082812153022658,0.73448774111968518,0.73351294248042476,0.72640706839560509,0.71277927778948125,0.69536386484197721,0.67687563974087639,0.65822760799098556,0.64058956977842718,0.98930229022189309,0.98444820823363122,0.98430157154326947,0.98822194902717553,0.99354220724066677,0.99809448698579606,1,0.99764340915539063,0.99000042744271477,0.9892117592910058,0.17781118141880056,-0.17781118141880042,0.17781118141880056,-0.17781118141880042]
[null,"1972.5",0.36833250325827932,0.43075000546003078,0.69600551030887792,0.72474315277715606,0.74771853674760702,0.76406522826206547,0.77337784899156847,0.77699302381098356,0.77620724319101941,0.76964954418228249,0.75691656146143882,0.74052212527797068,0.72301111938578455,0.7052440803891139,0.68834283199020385,0.9776447179155896,0.9703675148688069,0.97004150383507948,0.97549622468512809,0.98348089382430715,0.99154343979186232,0.99764340915539063,1,0.99733087598453196,0.99135061259938528,0.17330695729377901,-0.17330695729377915,0.17330695729377901,-0.17330695729377915]
[null,"1981",0.42271231720452673,0.48513491359355237,0.74166959803785992,0.76911773346342815,0.79096313966717291,0.8064844795444519,0.81537534096438702,0.81890515223484384,0.81831903315092169,0.81238995136471903,0.80070509022881708,0.78552483890466085,0.76919182590803203,0.75250360194731103,0.73652115368685434,0.96028354270792438,0.95048283588404059,0.94996398126859216,0.95699900181208919,0.96775070989820833,0.97948561285070046,0.99000042744271477,0.99733087598453196,1,0.98833677539620934,0.16739874359107987,-0.1673987435910797,0.16739874359107987,-0.1673987435910797]
[null,"2491",0.35985096771941755,0.41983154278684148,0.68440955556237126,0.71370536769167903,0.73677876416698052,0.75283472379118199,0.76163331135520829,0.76470977180018362,0.76347995621967524,0.75649813308883918,0.74330486930300221,0.72645634262000025,0.70857672098696567,0.6905219406423122,0.6734484065833436,0.97077724044828206,0.96285478057953444,0.96207249231729075,0.9673184756561386,0.97517756534791078,0.98320121665103744,0.9892117592910058,0.99135061259938528,0.98833677539620934,1,0.18415607357436786,-0.18415607357436783,0.18415607357436786,-0.18415607357436783]
[null,"Class-HIGH",4.4158061188776444E-2,4.0416615357124083E-2,0.12080722094191203,0.12485663435587863,0.12419167364016037,0.12034943312793747,0.11492758846635294,0.109533776212606,0.10487279064107684,9.9385321852287739E-2,9.2413103596029889E-2,8.4816058989237983E-2,7.7532690431416057E-2,7.0590951657802242E-2,6.4340027406591241E-2,0.19773216454505663,0.19366180793899154,0.19017932778381963,0.18719399705108405,0.18413943216268139,0.18140933795453515,0.17781118141880056,0.17330695729377901,0.16739874359107987,0.18415607357436786,1,-1,1,-1]
[null,"Class-LOW",-4.4158061188776326E-2,-4.0416615357123972E-2,-0.12080722094191196,-0.12485663435587872,-0.1241916736401604,-0.1203494331279374,-0.11492758846635293,-0.10953377621260602,-0.10487279064107684,-9.9385321852287711E-2,-9.2413103596029889E-2,-8.4816058989237969E-2,-7.7532690431416001E-2,-7.0590951657802214E-2,-6.4340027406591227E-2,-0.19773216454505654,-0.19366180793899151,-0.19017932778381971,-0.18719399705108408,-0.18413943216268122,-0.1814093379545352,-0.17781118141880042,-0.17330695729377915,-0.1673987435910797,-0.18415607357436783,-1,1,-1,1]
[null,"HIGH",4.4158061188776444E-2,4.0416615357124083E-2,0.12080722094191203,0.12485663435587863,0.12419167364016037,0.12034943312793747,0.11492758846635294,0.109533776212606,0.10487279064107684,9.9385321852287739E-2,9.2413103596029889E-2,8.4816058989237983E-2,7.7532690431416057E-2,7.0590951657802242E-2,6.4340027406591241E-2,0.19773216454505663,0.19366180793899154,0.19017932778381963,0.18719399705108405,0.18413943216268139,0.18140933795453515,0.17781118141880056,0.17330695729377901,0.16739874359107987,0.18415607357436786,1,-1,1,-1]
[null,"LOW",-4.4158061188776326E-2,-4.0416615357123972E-2,-0.12080722094191196,-0.12485663435587872,-0.1241916736401604,-0.1203494331279374,-0.11492758846635293,-0.10953377621260602,-0.10487279064107684,-9.9385321852287711E-2,-9.2413103596029889E-2,-8.4816058989237969E-2,-7.7532690431416001E-2,-7.0590951657802214E-2,-6.4340027406591227E-2,-0.19773216454505654,-0.19366180793899151,-0.19017932778381971,-0.18719399705108408,-0.18413943216268122,-0.1814093379545352,-0.17781118141880042,-0.17330695729377915,-0.1673987435910797,-0.18415607357436783,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.42442617909917968,0.95679018255805948,0.99990498544461637]
[null,"R²Y cum",0.42668440369839644,0.95716129208836731,0.99990577183566787]
[null,"R²X cum",0.55003571187866096,0.83205700357982015,0.98935029631188143]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.4688822255085715,-0.53680653833644187,0.63150737530706103,4.4158061188777693E-2,4.4158061188777582E-2,4.4158061188778436E-2]
[null,"1165",0.51111343249119856,-0.57077691954911469,0.59606419928502308,4.0416615357123487E-2,4.041661535712332E-2,4.0416615357124125E-2]
[null,"1403",0.71942239860929302,-0.58092384743117031,0.362005357954305,0.12080722094191049,0.12080722094190988,0.1208072209419123]
[null,"1411.5",0.73697546607842768,-0.58176072240318055,0.32803116041952735,0.12485663435587732,0.12485663435587685,0.12485663435587942]
[null,"1420",0.74865017588348415,-0.58521038617100263,0.29890657534340903,0.12419167364015879,0.12419167364015815,0.12419167364016068]
[null,"1428.5",0.75489511234312268,-0.59009651368779603,0.27663780634749302,0.12034943312793599,0.12034943312793538,0.12034943312793764]
[null,"1437",0.75648684493626406,-0.59533789701250317,0.26280571931227176,0.11492758846635139,0.11492758846635101,0.11492758846635324]
[null,"1445.5",0.75514114072071215,-0.59997782637906949,0.25650339485993656,0.10953377621260478,0.10953377621260428,0.10953377621260633]
[null,"1454",0.75199482119032768,-0.60376400373638262,0.25661581708611686,0.10487279064107574,0.10487279064107534,0.10487279064107725]
[null,"1462.5",0.74550145886935171,-0.60800907148777417,0.26494647454146669,9.9385321852286282E-2,9.9385321852285879E-2,9.938532185228785E-2]
[null,"1471",0.7350001862376041,-0.61299714137147643,0.28139399274474469,9.2413103596028806E-2,9.241310359602832E-2,9.2413103596030291E-2]
[null,"1479.5",0.7221439311019805,-0.61787339448360146,0.30196720362304147,8.4816058989236873E-2,8.4816058989236484E-2,8.4816058989238191E-2]
[null,"1488",0.70868837596057088,-0.62191545617494881,0.32310730135195648,7.7532690431415058E-2,7.7532690431414725E-2,7.7532690431416446E-2]
[null,"1496.5",0.69508290805594641,-0.62514922399128936,0.34359320014338302,7.0590951657801229E-2,7.059095165780091E-2,7.0590951657802312E-2]
[null,"1505",0.68214132297989927,-0.62747369869694425,0.36218206079797882,6.4340027406590394E-2,6.4340027406590186E-2,6.4340027406591435E-2]
[null,"1913",0.79870131600016314,-0.2967936989334552,-0.5187471888838654,0.19773216454505396,0.19773216454505332,0.19773216454505693]
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[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.4244261790991789,0.9249274100508712,0.99780108871065465]
[null,"LOW",0.42442617909917923,0.95679018255805948,0.99990498544461637]
[null,"Class-HIGH",3.300330994256012,7.5082974579021425E-2,3.1166095804842269,3.484052408027797,2.4759782391786258,9.7111987888585105E-2,2.2383537735908656,2.713602704766386,2.4248852916319765,9.8816807077360111E-2,2.1830892839157494,2.6666812993482036]
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[]
[]
[]
[]
[null,1403,0.10399777344869526,-0.10399777344869503]
[null,1462.5,-3.6093613619479534E-2,3.6093613619479707E-2]
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[null,1972.5,-2.4697712109246671E-2,2.4697712109246654E-2]
[]
[null,"F(LOW) = 0.451547983285441-0.208856187024043*961-2.60412592297066E-02*1165-0.103997773448695*1403-9.73921396172788E-02*1411.5-7.81890364975846E-02*1420-5.09499163367339E-02*1428.5-2.21625989006698E-02*1437+2.3324936930489E-03*1445.5+2.01686829948197E-02*1454+3.60936136194797E-02*1462.5+5.25770647671141E-02*1471+6.87247947869187E-02*1479.5+8.32410178076377E-02*1488+9.70276200865684E-02*1496.5+0.109749200347931*1505-3.90671262441558E-02*1913-2.44297124997061E-02*1921.5-1.34220863573544E-02*1930-4.31968089873402E-03*1938.5+4.4671068705475E-03*1947+0.010821608864306*1955.5+1.77937179909707E-02*1964+2.46977121092467E-02*1972.5+3.29587548386398E-02*1981-0.022256119688869*2491-0.498650649472048*Class-HIGH+0.498650649472048*Class-LOW"]
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[null,"1972.5",0.17305816767222026,1.6212538121635523E-2,0.13338751741846652,0.21272881792597401]
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[null,"1955.5",-1.0821608864306029E-2,5.4701119349671708E-2,-0.14467042130372157,0.12302720357510952]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"Obs50",1,"LOW","LOW",-2.9192719893045651E-3,1.0029192719893065,0.26779504372338059,0.73220495627661941]
[null,"Obs63",1,"HIGH","HIGH",0.9922554484102809,7.7445515897208283E-3,0.72800235933836388,0.27199764066163618]
[null,"Obs80",1,"HIGH","HIGH",0.99036272889379628,9.6372711062054986E-3,0.72725213930460608,0.27274786069539397]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",510,0,510,1]
[null,"LOW",0,584,584,1]
[null,"Total",510,584,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999999645]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",228,0,228,1]
[null,"LOW",0,242,242,1]
[null,"Total",228,242,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[467,2.7260713807703145,-0.91490602422220291,0.40366690085009682,467,2.7260713807703145,-0.64693625387594378,0.28543560293166137]
[468,2.7386629344921176,-0.91991615643312463,0.39211511719558451,468,2.7386629344921176,-0.65047895233692776,0.2772672583747558]
[469,2.7512544882139207,-0.92478044041709373,0.38050116559869573,469,2.7512544882139207,-0.65391852052760935,0.26905495444422339]
[470,2.7638460419357229,-0.92949810496557161,0.36882688739490138,470,2.7638460419357229,-0.65725441312120148,0.26079999316086211]
[471,2.776437595657526,-0.93406840211581788,0.35709413348415964,471,2.776437595657526,-0.66048610122817819,0.25250368330858364]
[472,2.7890291493793291,-0.93849060726947464,0.34530476403746974,472,2.7890291493793291,-0.66361307248012702,0.24416734022691572]
[473,2.8016207031011313,-0.94276401930744913,0.33346064820194843,473,2.8016207031011313,-0.66663483111098298,0.2357922856024596]
[474,2.8142122568229344,-0.94688796070107328,0.32156366380448331,474,2.8142122568229344,-0.6695508980356305,0.22737984725934146]
[475,2.8268038105447375,-0.95086177761952073,0.30961569705401759,475,2.8268038105447375,-0.67236081092585853,0.21893135894869575]
[476,2.8393953642665397,-0.95468484003346987,0.29761864224249818,476,2.8393953642665397,-0.67506412428366136,0.21044816013720369]
[477,2.8519869179883428,-0.95835654181499241,0.28557440144454255,477,2.8519869179883428,-0.67766040951187068,0.20193159579472558]
[478,2.8645784717101459,-0.96187630083365039,0.27348488421587913,478,2.8645784717101459,-0.68014925498210621,0.19338301618106607]
[479,2.8771700254319481,-0.96524355904879122,0.26135200729059388,479,2.8771700254319481,-0.68253026610003842,0.18480377663189507]
[480,2.8897615791537512,-0.96845778259802262,0.24917769427723904,480,2.8897615791537512,-0.68480306536794944,0.17619523734386422]
[481,2.9023531328755543,-0.97151846188185254,0.23696387535385935,481,2.9023531328755543,-0.68696729244458277,0.16755876315895787]
[482,2.9149446865973565,-0.97442511164448486,0.22471248696196916,482,2.9149446865973565,-0.68902260420227435,0.15889572334810215]
[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661,483,2.9275362403191596,-0.69096867478135393,0.15020749139407213]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092,484,2.9401277940409627,-0.69280519564180754,0.14149544477373624]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662,485,2.9527193477627649,-0.69453187561219598,0.13276096473966234]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097,486,2.965310901484568,-0.69614844093581829,0.12400543610112492]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194,487,2.9779024552063711,-0.69765463531411454,0.11523024700455406]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009,488,2.9904940089281733,-0.69905021994730043,0.10643678871344975]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124,489,3.0030855626499764,-0.70033497357222863,9.7626455387801889E-2]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807,490,3.0156771163717795,-0.70150869249746806,8.8800643863056861E-2]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352,491,3.0282686700935817,-0.7025711906355987,7.9960753428654108E-2]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419,492,3.0408602238153848,-0.70352229953271461,7.1108185606173782E-2]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2,493,3.0534517775371879,-0.70436186839513193,6.2244343927136042E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2,494,3.0660433312589901,-0.7050897641132956,5.3370633710476109E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2,495,3.0786348849807932,-0.70570587128288442,4.4488461839735899E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2,496,3.0912264387025963,-0.70621009222310671,3.5599236540013283E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2,497,3.1038179924243985,-0.70660234699218771,2.6704367154692928E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"SVM11","index":55,"n_rows":3629,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:30:52 / End time: 07/29/2023 at 13:31:15 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1901161361"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28536662385740452,2.1408286505616474E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42684271919561262,2.7854758437038055E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.6085881,1.129244606855577,6.708926820025439E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6659248,1.2074249446069476,6.6333940029346783E-2]
[null,"1420",1094,0,1094,1.1153899,1.6991563999999999,1.2581943284277877,6.4778318853541836E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7191601999999999,1.2902335560329083,6.3365366710067303E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7306178999999999,1.3084924691042057,6.2363006321887238E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7363831999999999,1.3168420164533825,6.1773390981311564E-2]
[null,"1454",1094,0,1094,1.1833969,1.737195,1.317342797897624,6.1393317706259665E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7317397999999999,1.3077212938756853,6.0980399772017586E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7184261000000001,1.2873586383912248,6.0506079732849986E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.6993611,1.2599125574040204,5.9976784771912574E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2286874019195613,5.9319426238618418E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1953171557586846,5.8451971580974697E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1617631075868355,5.7375835427578577E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1057758,1.8179850056672742,7.9221967399012966E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1175404000000002,1.8348079606032908,8.1408400743067266E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1198926,1.8366168392138937,8.1393040401851177E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1138697,1.8266696492687389,7.9603612507680541E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1001484000000001,1.8092992550274232,7.6849110695424536E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.0851525999999998,1.7876698662705661,7.3891647222117121E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.0674646000000001,1.7629495697440598,7.0966983105606715E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0469279,1.7359610095978066,6.8342517424372098E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0260672999999998,1.7075260773308949,6.6166341026979436E-2]
[null,"2491",1094,0,1094,1.6219298,2.0119349999999998,1.7669312807129789,5.9481536839279772E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",522,522,47.714808043875685]
[null,"","LOW",572,572,52.285191956124315]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24262819999999999,0.40261249999999998,0.28437416276595723,2.2225450529043754E-2]
[null,"1165",470,0,470,0.37511319999999998,0.58655199999999996,0.42570758744680864,2.8795680656204463E-2]
[null,"1403",470,0,470,0.98416879999999995,1.612036,1.1267543238297861,7.1060257594834905E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6911579000000001,1.2050280361702139,7.038831141735194E-2]
[null,"1420",470,0,470,1.1153899,1.7343687000000001,1.2559451902127652,6.8766149905778326E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7580813,1.2881222804255312,6.72400965846323E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7694460999999999,1.3064924157446804,6.613338187832489E-2]
[null,"1445.5",470,0,470,1.1813072,1.7735467,1.314921570425533,6.5478432585649823E-2]
[null,"1454",470,0,470,1.1833969,1.7714623,1.3154739540425529,6.5027070128912401E-2]
[null,"1462.5",470,0,470,1.1762925,1.7590516,1.3059140219148937,6.4521573899728166E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7347106999999999,1.2856150676595763,6.3921880859312205E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.7027142,1.2582389014893616,6.3247912043944865E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6649065000000001,1.2270796504255324,6.2416533292976341E-2]
[null,"1496.5",470,0,470,1.078436,1.6225902999999999,1.193773256382979,6.1343425005373521E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5784748,1.1602812208510618,6.004737226812458E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1481306999999998,1.816611722340425,8.1102954897851409E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1559681999999998,1.8335368619148931,8.3137635867246193E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1557301999999998,1.8353850606382975,8.3065819867063712E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1497771999999999,1.8254823517021275,8.1341183516838098E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1389368000000002,1.8080838595744688,7.8675916108405838E-2]
[null,"1955.5",470,0,470,1.5989156,2.1263702000000002,1.7863934906382986,7.5840440219800756E-2]
[null,"1964",470,0,470,1.5788096,2.1109357000000002,1.7616477425531911,7.3094477825557877E-2]
[null,"1972.5",470,0,470,1.5564198,2.0952324999999998,1.7346295357446819,7.0673040631388309E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0782440000000002,1.7061095723404245,6.8699146354005813E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0716627000000001,1.7662383480851054,6.1135218429109267E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",216,216,45.957446808510639]
[null,"","LOW",254,254,54.042553191489361]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-0.13493057736656533]
[null,"Number of support vectors",876]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs1",1,100,0.28359259999999997,0.42650339999999998,1.1296672000000001,1.2123579,1.2663901,1.3006603000000001,1.3203670999999999,1.3293649000000001,1.3302238,1.3205842000000001,1.2997871999999999,1.2715063,1.2393006,1.2050155,1.1706677999999999,1.8305640999999999,1.8466864999999999,1.8483738999999999,1.8394790000000001,1.8239259999999999,1.8035433999999999,1.7805692,1.7543472,1.7265073,1.7823154999999999]
[null,"Obs2",-1,100,0.35108159999999999,0.5192156,1.2989504000000001,1.3691390999999999,1.4135343,1.4417384,1.4583543999999999,1.4661322999999999,1.4670452,1.4588338000000001,1.4406284,1.4155864,1.38649,1.3544881,1.3217714,1.9545227000000001,1.9759781000000001,1.9798230999999999,1.9691513,1.9491590000000001,1.9245893000000001,1.8972635,1.8685281,1.8387737,1.8724607]
[null,"Obs5",1,100,0.3110638,0.45856059999999998,1.1933393000000001,1.2753025,1.3283332999999999,1.3616427,1.3807939,1.3898226,1.3908223,1.3814639,1.3611181999999999,1.3331287000000001,1.3011037999999999,1.2666866000000001,1.2318370000000001,1.8710183,1.885367,1.887812,1.8807845999999999,1.8663635000000001,1.8485415000000001,1.8275399000000001,1.8041403,1.779142,1.8311757]
[null,"Obs7",-1,100,0.29929889999999998,0.44607950000000002,1.1629243,1.240613,1.2911395000000001,1.3231028,1.3416250000000001,1.3503366999999999,1.3513702000000001,1.3422809,1.3224944999999999,1.2954890999999999,1.2647371999999999,1.2316951,1.1982565999999999,1.8489264999999999,1.8671329999999999,1.8700456999999999,1.8598762,1.8420357000000001,1.8200438000000001,1.7947248,1.7674474,1.739125,1.7998694]
[null,"Obs8",1,100,0.27512999999999999,0.41347299999999998,1.1138504,1.1952635,1.2483329999999999,1.2821358,1.3015543000000001,1.3106063999999999,1.3115243999999999,1.3021634,1.2817618,1.2541059999999999,1.2224523,1.1885618,1.1543950000000001,1.7933893000000001,1.8084636000000001,1.8103293,1.8025705999999999,1.7881895999999999,1.7696388000000001,1.7475805,1.7229216999999999,1.6966435,1.7584341000000001]
[null,"Obs9",1,100,0.27729150000000002,0.4168483,1.0781003,1.1572005000000001,1.2098112000000001,1.2435137000000001,1.2630471000000001,1.2723698999999999,1.2736759,1.2654352,1.2469976,1.2215533000000001,1.1924617,1.1614563,1.1302828,1.7341669,1.7482418,1.7501781000000001,1.7427408,1.7291745999999999,1.7118682999999999,1.6909201,1.6678383000000001,1.6428676,1.7190504]
[null,"Obs12",1,100,0.31261929999999999,0.46889380000000003,1.2412295,1.3223828,1.3733647,1.4048787,1.4226312999999999,1.4308510000000001,1.4315142999999999,1.4220356000000001,1.4017287,1.3738915,1.3417790000000001,1.3068747999999999,1.2712595,1.8655185000000001,1.8782220999999999,1.8804959999999999,1.8730192999999999,1.8608372,1.846041,1.8284999,1.8087727,1.7878122000000001,1.8355638000000001]
[null,"Obs13",-1,100,0.28820970000000001,0.43236210000000003,1.1402736,1.2186357999999999,1.2696295,1.3020654,1.3208675000000001,1.3298152999999999,1.3308719,1.322047,1.302516,1.2757292,1.2450190000000001,1.2120249999999999,1.1785517999999999,1.8235661999999999,1.8420885,1.8448477999999999,1.8357006,1.8182118,1.7964008,1.7713721,1.744081,1.7158538000000001,1.7658857999999999]
[null,"Obs15",-1,100,0.29189470000000001,0.43313190000000001,1.1323768000000001,1.2140181999999999,1.2674371,1.3014627000000001,1.3211622999999999,1.3304777999999999,1.3315762,1.3223096000000001,1.3019544000000001,1.2741716999999999,1.2426018000000001,1.2086760999999999,1.1745855999999999,1.8293302,1.8453968999999999,1.8470826,1.8387871,1.8232786999999999,1.8032444000000001,1.7801651999999999,1.7550914,1.7277178,1.7864587999999999]
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[null,"Obs1499",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[null,"Obs1506",-1,100,0.2563126,0.3942329,1.0960671,1.1799343,1.2358323,1.2719383,1.2930428,1.3031561,1.3043342,1.2943811000000001,1.2727478999999999,1.2435742999999999,1.2105231000000001,1.1753225,1.1401570999999999,1.892763,1.9137886,1.9168027999999999,1.9061948,1.8849676,1.8581672,1.8286779,1.7954322,1.7603477000000001,1.8159647000000001]
[null,"Obs1509",-1,100,0.24965209999999999,0.38050109999999998,1.0398236999999999,1.1208986000000001,1.1752347999999999,1.2102417000000001,1.2307056000000001,1.2403375999999999,1.2415301999999999,1.2321806,1.2117969,1.1840710999999999,1.1528548999999999,1.1196089,1.0866022,1.7845192999999999,1.8026873000000001,1.8051090000000001,1.7952912999999999,1.7767116000000001,1.7530459,1.7265763999999999,1.6968202999999999,1.665378,1.7300211000000001]
[null,"Obs1510",-1,100,0.27297680000000002,0.4165218,1.1420688999999999,1.2233109,1.2765378999999999,1.3107167,1.3304034,1.3398067,1.3406655000000001,1.3309367000000001,1.3098223,1.2812726000000001,1.2488294,1.2141587,1.1790928000000001,1.8807267999999999,1.8995763000000001,1.9020109000000001,1.8916388,1.8740239000000001,1.8503388000000001,1.8233969999999999,1.7939748,1.7631403999999999,1.8155047]
[null,"Obs1511",1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1512",1,100,0.26131179999999998,0.39700960000000002,1.0869063000000001,1.1691343999999999,1.2233514999999999,1.2578993000000001,1.2776407000000001,1.2868915999999999,1.2878480000000001,1.2784811,1.2579075,1.2301564,1.1986578999999999,1.1650647999999999,1.1314196999999999,1.8006388,1.8160963999999999,1.8180012999999999,1.8093234,1.7935821000000001,1.7733372000000001,1.7499298999999999,1.72454,1.6965935000000001,1.7635605000000001]
[null,"Obs1513",-1,100,0.2524363,0.38820789999999999,1.0692345999999999,1.1529815000000001,1.2096049,1.2466431,1.2683603000000001,1.2788086999999999,1.2802894,1.2704347,1.2490176,1.2201511,1.1876329000000001,1.1530020000000001,1.1185927,1.9113713999999999,1.9365934,1.939864,1.9259014999999999,1.9021995,1.8715709,1.8368804000000001,1.7992758,1.7601933000000001,1.8204851]
[null,"Obs1514",-1,100,0.24484059999999999,0.3753705,1.0419864999999999,1.1236254999999999,1.178901,1.2148513999999999,1.2358210000000001,1.2458829,1.2469764000000001,1.2369787000000001,1.2154571999999999,1.1866585000000001,1.1539865,1.1195364000000001,1.0854074,1.8764012000000001,1.9026164000000001,1.9064226,1.8921365999999999,1.8673481000000001,1.8351196999999999,1.7991679,1.7606363,1.7208334999999999,1.7770295]
[null,"Obs1516",-1,100,0.26833859999999998,0.40677750000000001,1.117969,1.198537,1.2511854,1.2845089000000001,1.3036989999999999,1.3125951,1.3132225,1.3032664,1.2821716000000001,1.2537383,1.2213651000000001,1.1867912,1.1520219,1.8358011000000001,1.8523734999999999,1.8541683,1.8450937999999999,1.8279428,1.8052911,1.7800902999999999,1.752651,1.723671,1.7794768999999999]
[null,"Obs1517",-1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1518",-1,100,0.24093400000000001,0.37279610000000002,1.0438219,1.1280317,1.1851674000000001,1.2225151000000001,1.2444329000000001,1.2548527,1.2561484999999999,1.2462502,1.2246950000000001,1.1956122,1.1626722,1.1280056999999999,1.0935722999999999,1.8968744,1.9224243000000001,1.9263431,1.9122561,1.8875834,1.8555562000000001,1.8192972000000001,1.7810965000000001,1.740821,1.8058145999999999]
[null,"Obs1522",-1,100,0.26747500000000002,0.40631489999999998,1.0977152999999999,1.1788911,1.233717,1.2694399000000001,1.2903359999999999,1.3001809,1.3013045000000001,1.2915947000000001,1.2703120000000001,1.2416959999999999,1.209325,1.1750050000000001,1.1408037,1.9222288000000001,1.9482808,1.9517087,1.937263,1.9115188000000001,1.8803163000000001,1.8447530000000001,1.8066508999999999,1.7671729,1.8321018]
[null,"Obs1523",-1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1525",-1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1526",-1,100,0.25454640000000001,0.38958029999999999,1.0742583000000001,1.1558938999999999,1.2101601,1.244907,1.2649296999999999,1.2742351999999999,1.2751127,1.2651945,1.2441518,1.2157354,1.1835566,1.1494601,1.1153959,1.8269711,1.8465800000000001,1.8484917000000001,1.8371534,1.8185880000000001,1.7944774999999999,1.7665534000000001,1.7354919,1.7029935,1.7733908]
[null,"Obs1527",-1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1528",-1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
[null,"Obs1530",-1,100,0.2769915,0.4254213,1.1767707000000001,1.2589436000000001,1.3127770000000001,1.3471898,1.3670880999999999,1.3763745999999999,1.3771751999999999,1.3670165999999999,1.3452233,1.3157216,1.2821549999999999,1.2461199999999999,1.2099797999999999,1.9634050999999999,1.9858533,1.9888996999999999,1.976059,1.9536830000000001,1.9260466999999999,1.8947756,1.8607205,1.8264103,1.8698745000000001]
[null,"Obs1532",-1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1534",-1,100,0.26563199999999998,0.40866859999999999,1.1104624000000001,1.1898055000000001,1.2416506,1.2746059000000001,1.2934964,1.3021115999999999,1.3029200999999999,1.2936460999999999,1.2736263999999999,1.2466154,1.2157178,1.1828993999999999,1.1498404,1.7985224,1.8149198,1.8164065,1.8071451999999999,1.7906895,1.7697784999999999,1.7461002000000001,1.7197306000000001,1.6924870000000001,1.7535143]
[null,"Obs1535",-1,100,0.26615240000000001,0.40561540000000001,1.0955687000000001,1.1760929,1.2292261,1.2631294,1.2826203,1.2916160999999999,1.2923560999999999,1.2828847999999999,1.2624568,1.2348756000000001,1.2035439999999999,1.1702466,1.1369305999999999,1.8144895999999999,1.8329683999999999,1.8358433999999999,1.8254679,1.8076140999999999,1.7845059999999999,1.7584009,1.7293232999999999,1.6991792999999999,1.7654293999999999]
[null,"Obs1536",-1,100,0.2658104,0.40721960000000001,1.0937581000000001,1.1725117,1.2244272,1.2574825000000001,1.2764418,1.2852600999999999,1.2862349,1.2770876,1.2575953,1.2309018,1.2004094000000001,1.1680675,1.1356040000000001,1.7902910999999999,1.8073946999999999,1.8095045000000001,1.7993313,1.7817723999999999,1.7601882,1.7350384999999999,1.707889,1.6789533999999999,1.7434984]
[null,"Obs1545",1,100,0.26164100000000001,0.3952427,1.0209697,1.0965852,1.1481858,1.1825897999999999,1.2035666,1.2143792,1.2170557,1.2100993,1.1932328999999999,1.1695768,1.1421939999999999,1.1126355000000001,1.0828496000000001,1.6613055000000001,1.6778896999999999,1.6812199000000001,1.6742349000000001,1.6603270000000001,1.6429071,1.6221532999999999,1.5993655,1.5749310000000001,1.6314671000000001]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",303,219,522,58.045977011494251]
[null,"Other classes",165,407,572,71.15384615384616]
[null,"Total",468,626,1094,64.899451553930533]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"HIGH",128,88,216,59.259259259259252]
[null,"Other classes",66,188,254,74.015748031496059]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Precision",0.64743589743589747,0.65979381443298968]
[null,"Specificity",0.71153846153846156,0.74015748031496065]
[null,"FPR",0.28846153846153844,0.25984251968503935]
[null,"AUC",0.5,0.69989428404782761]
[]
[null,"Positive class","LOW"]
[null,"Number of observations in the training set",1094]
[]
[null,"List of support vectors (LOW versus the others):"]
[null,"Obs1",-1,100,0.28359259999999997,0.42650339999999998,1.1296672000000001,1.2123579,1.2663901,1.3006603000000001,1.3203670999999999,1.3293649000000001,1.3302238,1.3205842000000001,1.2997871999999999,1.2715063,1.2393006,1.2050155,1.1706677999999999,1.8305640999999999,1.8466864999999999,1.8483738999999999,1.8394790000000001,1.8239259999999999,1.8035433999999999,1.7805692,1.7543472,1.7265073,1.7823154999999999]
[null,"Obs2",1,100,0.35108159999999999,0.5192156,1.2989504000000001,1.3691390999999999,1.4135343,1.4417384,1.4583543999999999,1.4661322999999999,1.4670452,1.4588338000000001,1.4406284,1.4155864,1.38649,1.3544881,1.3217714,1.9545227000000001,1.9759781000000001,1.9798230999999999,1.9691513,1.9491590000000001,1.9245893000000001,1.8972635,1.8685281,1.8387737,1.8724607]
[null,"Obs9",-1,100,0.27729150000000002,0.4168483,1.0781003,1.1572005000000001,1.2098112000000001,1.2435137000000001,1.2630471000000001,1.2723698999999999,1.2736759,1.2654352,1.2469976,1.2215533000000001,1.1924617,1.1614563,1.1302828,1.7341669,1.7482418,1.7501781000000001,1.7427408,1.7291745999999999,1.7118682999999999,1.6909201,1.6678383000000001,1.6428676,1.7190504]
[null,"Obs12",-1,100,0.31261929999999999,0.46889380000000003,1.2412295,1.3223828,1.3733647,1.4048787,1.4226312999999999,1.4308510000000001,1.4315142999999999,1.4220356000000001,1.4017287,1.3738915,1.3417790000000001,1.3068747999999999,1.2712595,1.8655185000000001,1.8782220999999999,1.8804959999999999,1.8730192999999999,1.8608372,1.846041,1.8284999,1.8087727,1.7878122000000001,1.8355638000000001]
[null,"Obs18",1,100,0.30304039999999999,0.45086090000000001,1.1995374000000001,1.2774407999999999,1.3265450999999999,1.3569616,1.3743974999999999,1.3825795999999999,1.3832266,1.3738148999999999,1.3535261000000001,1.3260649,1.2946343,1.2604991000000001,1.2254205,1.8234911,1.8366476,1.8388548,1.8312302,1.8186753,1.8025595999999999,1.783515,1.7631462,1.7409581999999999,1.7912661000000001]
[null,"Obs19",1,100,0.29296709999999998,0.43573020000000001,1.1594808999999999,1.2384473,1.288816,1.3204114,1.3384773999999999,1.3468693,1.3477524999999999,1.3387511000000001,1.3189077,1.29189,1.2607336,1.2270882000000001,1.1928160999999999,1.7996569,1.8134840000000001,1.8160563000000001,1.8083707,1.7945823999999999,1.7774445999999999,1.7576174,1.7357457000000001,1.7125897000000001,1.762778]
[null,"Obs28",1,100,0.29614790000000002,0.44371559999999999,1.1573135000000001,1.2387832000000001,1.2922193,1.3263123000000001,1.3461801,1.3556168,1.3568578,1.3480008000000001,1.3282295,1.3013158,1.2703199000000001,1.2371458,1.2037108999999999,1.8244658,1.8383255000000001,1.8407458000000001,1.8337725,1.8196918,1.8031355,1.7825545,1.7599231,1.7355179999999999,1.8065335]
[null,"Obs32",-1,100,0.29813780000000001,0.44662000000000002,1.1609056,1.2408832000000001,1.2937677000000001,1.3277247000000001,1.3476436000000001,1.3570656999999999,1.3584126999999999,1.3492816999999999,1.3290900000000001,1.3015401,1.269838,1.2358633999999999,1.2016283999999999,1.8983886000000001,1.9202459000000001,1.9228356,1.9117495,1.8921813999999999,1.8666849000000001,1.8386368,1.8078004999999999,1.7756977,1.8371218]
[null,"Obs37",1,100,0.29524509999999998,0.44018469999999998,1.1634511999999999,1.2444409000000001,1.2967081,1.3297061999999999,1.3487838999999999,1.3577197000000001,1.3586396000000001,1.3492059000000001,1.3286681,1.3008914,1.2690881000000001,1.2348292999999999,1.2000637000000001,1.8252816999999999,1.8391649999999999,1.8413067000000001,1.8334798999999999,1.8202012000000001,1.8028959,1.7829561,1.7598208,1.7349946000000001,1.7907272999999999]
[null,"Obs38",1,100,0.31653969999999998,0.4663486,1.1781379000000001,1.2579416000000001,1.3098932999999999,1.3427917,1.3618733999999999,1.370959,1.3721932999999999,1.3633881999999999,1.3439492,1.3171778000000001,1.2864306000000001,1.2534916,1.2201021999999999,1.8166857999999999,1.8294965999999999,1.8316543000000001,1.8245716000000001,1.8126093000000001,1.7970604999999999,1.7783263,1.7571311000000001,1.7340580999999999,1.7847131000000001]
[null,"Obs42",-1,100,0.28133249999999999,0.423259,1.1390861999999999,1.2213783,1.2748493999999999,1.3087337000000001,1.3284686999999999,1.3376798999999999,1.3387065,1.3292657000000001,1.3087133,1.2806709000000001,1.2484527999999999,1.2139323,1.1790560000000001,1.8134532000000001,1.8290792,1.8314467999999999,1.8233752000000001,1.8089857,1.7911406999999999,1.770443,1.7465660999999999,1.7213605999999999,1.7779495999999999]
[null,"Obs43",-1,100,0.28975840000000003,0.43491390000000002,1.1785604999999999,1.2613441000000001,1.3147329000000001,1.3485041,1.3678311999999999,1.3771031,1.3779579,1.3682441000000001,1.3469461,1.3181905,1.2851669999999999,1.2495400000000001,1.2133940000000001,1.8599627999999999,1.8754892000000001,1.8781961,1.8702056,1.8559551000000001,1.8367207000000001,1.8151508999999999,1.7916160999999999,1.7657835,1.8128754]
[null,"Obs49",1,100,0.27866659999999999,0.4173791,1.1091241999999999,1.1910932999999999,1.2452284,1.2799008000000001,1.3001465000000001,1.3097812,1.3110797000000001,1.3018702,1.2814350000000001,1.2536753,1.2219861999999999,1.1880335,1.1539633,1.8127377,1.8301105,1.8324984,1.8235314,1.8076329,1.7868284999999999,1.7633367,1.7369397,1.7092506000000001,1.7635031000000001]
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[null,"Obs1450",-1,100,0.27496930000000003,0.41092040000000002,1.0822687,1.1622113999999999,1.2152729,1.2493179999999999,1.2692384999999999,1.2787211000000001,1.2803005999999999,1.2717997999999999,1.2524781,1.225935,1.1956637000000001,1.1631681,1.1305455,1.7752657000000001,1.7916954,1.7942705999999999,1.7858702,1.7711496,1.7516921999999999,1.7293480999999999,1.7041781,1.6774372,1.7433763]
[null,"Obs1453",-1,100,0.2873713,0.43551260000000003,1.1523142,1.230728,1.282076,1.3148515999999999,1.3340726000000001,1.3433701,1.3449435999999999,1.3366612,1.3179592,1.2921214000000001,1.2621144,1.2297480999999999,1.1968399000000001,1.8314471999999999,1.8488373,1.8519498999999999,1.8432048999999999,1.8279409,1.8078573,1.7846911000000001,1.7590570000000001,1.7322795,1.7838206999999999]
[null,"Obs1457",1,100,0.27491080000000001,0.4148984,1.0895254999999999,1.1663824,1.2166926,1.2487041000000001,1.2674192,1.2763367999999999,1.2775732,1.2693542,1.2508333,1.2254913999999999,1.1965372999999999,1.1653334,1.1339064999999999,1.7191044,1.7318815999999999,1.7338526000000001,1.7274659000000001,1.7154551,1.7001904999999999,1.6814884999999999,1.6604325,1.6379703999999999,1.7046888]
[null,"Obs1462",1,100,0.24965209999999999,0.38050109999999998,1.0398236999999999,1.1208986000000001,1.1752347999999999,1.2102417000000001,1.2307056000000001,1.2403375999999999,1.2415301999999999,1.2321806,1.2117969,1.1840710999999999,1.1528548999999999,1.1196089,1.0866022,1.7845192999999999,1.8026873000000001,1.8051090000000001,1.7952912999999999,1.7767116000000001,1.7530459,1.7265763999999999,1.6968202999999999,1.665378,1.7300211000000001]
[null,"Obs1464",-1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1468",1,100,0.2563086,0.39042759999999999,1.0645046,1.1458305,1.2007612999999999,1.2366287,1.2575835,1.2674299,1.2686299999999999,1.2588727,1.2376163,1.2089479999999999,1.1766075,1.142471,1.108476,1.8904293999999999,1.9170023,1.9212369,1.9064667,1.8818043,1.8505719,1.8150127,1.7768181999999999,1.7371132,1.8024001999999999]
[null,"Obs1470",1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1476",1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1477",1,100,0.28182570000000001,0.42741630000000003,1.1454188000000001,1.2242137,1.2757099000000001,1.3083737,1.3272200999999999,1.3359312999999999,1.3366918999999999,1.3271111,1.3066902,1.2790938999999999,1.2476151,1.2139888999999999,1.1799392,1.8557956,1.8747054000000001,1.8769954,1.8664293000000001,1.8476343,1.8254721,1.7995327999999999,1.7709656,1.7409479999999999,1.8011892]
[null,"Obs1482",1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1484",1,100,0.28345609999999999,0.42785640000000003,1.1500564,1.2291601000000001,1.2810425000000001,1.3142467,1.3334446,1.3423898999999999,1.3431997,1.3334374,1.3127215000000001,1.2847967,1.2528684999999999,1.2187511,1.1843783999999999,1.8913081,1.9119132999999999,1.9152275000000001,1.9040262999999999,1.8833394000000001,1.858155,1.8291405000000001,1.7983602000000001,1.7665766000000001,1.8277292999999999]
[null,"Obs1489",1,100,0.2658104,0.40721960000000001,1.0937581000000001,1.1725117,1.2244272,1.2574825000000001,1.2764418,1.2852600999999999,1.2862349,1.2770876,1.2575953,1.2309018,1.2004094000000001,1.1680675,1.1356040000000001,1.7902910999999999,1.8073946999999999,1.8095045000000001,1.7993313,1.7817723999999999,1.7601882,1.7350384999999999,1.707889,1.6789533999999999,1.7434984]
[null,"Obs1506",1,100,0.2563126,0.3942329,1.0960671,1.1799343,1.2358323,1.2719383,1.2930428,1.3031561,1.3043342,1.2943811000000001,1.2727478999999999,1.2435742999999999,1.2105231000000001,1.1753225,1.1401570999999999,1.892763,1.9137886,1.9168027999999999,1.9061948,1.8849676,1.8581672,1.8286779,1.7954322,1.7603477000000001,1.8159647000000001]
[null,"Obs1511",-1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1512",-1,100,0.26131179999999998,0.39700960000000002,1.0869063000000001,1.1691343999999999,1.2233514999999999,1.2578993000000001,1.2776407000000001,1.2868915999999999,1.2878480000000001,1.2784811,1.2579075,1.2301564,1.1986578999999999,1.1650647999999999,1.1314196999999999,1.8006388,1.8160963999999999,1.8180012999999999,1.8093234,1.7935821000000001,1.7733372000000001,1.7499298999999999,1.72454,1.6965935000000001,1.7635605000000001]
[null,"Obs1517",1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1518",1,100,0.24093400000000001,0.37279610000000002,1.0438219,1.1280317,1.1851674000000001,1.2225151000000001,1.2444329000000001,1.2548527,1.2561484999999999,1.2462502,1.2246950000000001,1.1956122,1.1626722,1.1280056999999999,1.0935722999999999,1.8968744,1.9224243000000001,1.9263431,1.9122561,1.8875834,1.8555562000000001,1.8192972000000001,1.7810965000000001,1.740821,1.8058145999999999]
[null,"Obs1525",1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1527",1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1532",1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1535",1,100,0.26615240000000001,0.40561540000000001,1.0955687000000001,1.1760929,1.2292261,1.2631294,1.2826203,1.2916160999999999,1.2923560999999999,1.2828847999999999,1.2624568,1.2348756000000001,1.2035439999999999,1.1702466,1.1369305999999999,1.8144895999999999,1.8329683999999999,1.8358433999999999,1.8254679,1.8076140999999999,1.7845059999999999,1.7584009,1.7293232999999999,1.6991792999999999,1.7654293999999999]
[]
[]
[]
[null,"Other classes",219,303,522,58.045977011494251]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"Other classes",88,128,216,59.259259259259252]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Performance metrics (LOW versus the others):"]
[null,"Accuracy",0.64899451553930532,0.67234042553191486]
[null,"Recall",0.71153846153846156,0.74015748031496065]
[null,"FPR",0.41954022988505746,0.40740740740740744]
[null,"NER",0.52285191956124311,0.54042553191489362]
[]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"LOW",165,407,572,71.15384615384616]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"LOW",66,188,254,74.015748031496059]
[]
[null,null,"Training set","Validation set"]
[null,"Incorrectly classified observations",0.35100548446069468,0.32765957446808514]
[]
[null,"Class performance metrics for the training set:"]
[]
[null,"LOW",0.71153846153846156,0.65015974440894564,0.67946577629382299,0.58045977011494254,0.29478365145722374]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[]
[null,"Classification for the training sample:"]
[null,"Obs1","HIGH","LOW"]
[null,"Obs3","LOW","LOW"]
[null,"Obs5","HIGH","LOW"]
[null,"Obs9","HIGH","LOW"]
[null,"Obs13","LOW","LOW"]
[null,"Obs18","LOW","LOW"]
[null,"Obs27","LOW","LOW"]
[null,"Obs29","LOW","LOW"]
[null,"Obs32","HIGH","LOW"]
[null,"Obs37","LOW","LOW"]
[null,"Obs38","LOW","LOW"]
[null,"Obs42","HIGH","LOW"]
[null,"Obs44","HIGH","LOW"]
[null,"Obs49","LOW","LOW"]
[null,"Obs52","HIGH","LOW"]
[null,"Obs56","LOW","LOW"]
[null,"Obs57","LOW","LOW"]
[null,"Obs62","HIGH","LOW"]
[null,"Obs63","HIGH","LOW"]
[null,"Obs66","HIGH","LOW"]
[null,"Obs69","HIGH","LOW"]
[null,"Obs75","HIGH","LOW"]
[null,"Obs79","LOW","LOW"]
[null,"Obs82","HIGH","LOW"]
[null,"Obs84","HIGH","LOW"]
[null,"Obs88","LOW","LOW"]
[null,"Obs89","HIGH","LOW"]
[null,"Obs93","HIGH","LOW"]
[null,"Obs96","LOW","LOW"]
[null,"Obs101","HIGH","LOW"]
[null,"Obs102","HIGH","LOW"]
[null,"Obs107","HIGH","LOW"]
[null,"Obs108","HIGH","LOW"]
[null,"Obs113","HIGH","LOW"]
[null,"Obs116","LOW","LOW"]
[null,"Obs119","LOW","LOW"]
[null,"Obs121","HIGH","LOW"]
[null,"Obs125","LOW","LOW"]
[null,"Obs126","LOW","LOW"]
[null,"Obs130","LOW","LOW"]
[null,"Obs131","HIGH","LOW"]
[null,"Obs137","LOW","LOW"]
[null,"Obs138","LOW","LOW"]
[null,"Obs141","HIGH","LOW"]
[null,"Obs148","LOW","LOW"]
[null,"Obs152","LOW","LOW"]
[null,"Obs154","HIGH","LOW"]
[null,"Obs157","LOW","LOW"]
[null,"Obs158","LOW","LOW"]
[null,"Obs164","HIGH","LOW"]
[null,"Obs165","LOW","HIGH"]
[null,"Obs172","HIGH","LOW"]
[null,"Obs175","LOW","HIGH"]
[null,"Obs180","HIGH","HIGH"]
[null,"Obs181","LOW","HIGH"]
[null,"Obs184","HIGH","HIGH"]
[null,"Obs185","HIGH","HIGH"]
[null,"Obs189","HIGH","HIGH"]
[null,"Obs195","LOW","LOW"]
[null,"Obs198","LOW","HIGH"]
[null,"Obs201","LOW","LOW"]
[null,"Obs207","LOW","LOW"]
[null,"Obs208","LOW","LOW"]
[null,"Obs211","HIGH","HIGH"]
[null,"Obs212","HIGH","HIGH"]
[null,"Obs218","HIGH","LOW"]
[null,"Obs220","LOW","HIGH"]
[null,"Obs226","LOW","HIGH"]
[null,"Obs227","HIGH","HIGH"]
[null,"Obs234","LOW","LOW"]
[null,"Obs236","LOW","HIGH"]
[null,"Obs240","HIGH","HIGH"]
[null,"Obs241","HIGH","LOW"]
[null,"Obs246","HIGH","HIGH"]
[null,"Obs248","HIGH","HIGH"]
[null,"Obs251","LOW","HIGH"]
[null,"Obs252","LOW","HIGH"]
[null,"Obs260","LOW","HIGH"]
[null,"Obs262","HIGH","HIGH"]
[null,"Obs266","LOW","HIGH"]
[null,"Obs267","LOW","HIGH"]
[null,"Obs273","LOW","HIGH"]
[null,"Obs275","HIGH","HIGH"]
[null,"Obs281","HIGH","LOW"]
[null,"Obs282","LOW","HIGH"]
[null,"Obs286","LOW","HIGH"]
[null,"Obs288","HIGH","HIGH"]
[null,"Obs290","LOW","HIGH"]
[null,"Obs293","LOW","LOW"]
[null,"Obs297","LOW","HIGH"]
[null,"Obs302","HIGH","HIGH"]
[null,"Obs305","LOW","HIGH"]
[null,"Obs306","LOW","HIGH"]
[null,"Obs311","LOW","LOW"]
[null,"Obs312","LOW","LOW"]
[null,"Obs314","HIGH","HIGH"]
[null,"Obs318","LOW","LOW"]
[null,"Obs321","LOW","HIGH"]
[null,"Obs323","LOW","LOW"]
[null,"Obs326","HIGH","HIGH"]
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{"sheet":"SVM10","index":57,"n_rows":3616,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:28:16 / End time: 07/29/2023 at 13:29:30 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 2139255501"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28511769250457059,2.1876077414956719E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42648815923217542,2.8426368427302815E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.6085881,1.1276901644424144,6.8199908375150109E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6706795000000001,1.2058871257769663,6.7321821135804233E-2]
[null,"1420",1094,0,1094,1.1153899,1.7136446000000001,1.2567159935100547,6.5644655990366688E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7367665999999999,1.288819940493602,6.4134425664104974E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.748472,1.307135059597806,6.3063922352302015E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7533439,1.3155297090493603,6.243601344942537E-2]
[null,"1454",1094,0,1094,1.1833969,1.7512528999999999,1.3160673043875697,6.203407052500419E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7392904,1.306493962522852,6.1615812826096829E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7184261000000001,1.286190955850093,6.1144226639498124E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.6993611,1.2588117729433284,6.0624713842319995E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.227650757038391,5.9979695440506339E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1943451139853742,5.9120372538821173E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1608566611517379,5.8046565165570878E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1340759,1.8161352310786096,7.9697930727101948E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1429162000000002,1.8329691223948816,8.1900205118095676E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1423665999999999,1.8348074834552084,8.1889096760552713E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1370486999999998,1.824924031078611,8.0087586714498948E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1258743,1.8076012297074944,7.7312532946059068E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1132555000000002,1.7860074584095065,7.4308611594095769E-2]
[null,"1964",1094,0,1094,1.5788096,2.0999165,1.7613458178244978,7.1352158163623197E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0830019000000002,1.7344153310786119,6.8705109427831895E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0672019000000001,1.7060107982632551,6.6504768110089624E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0547589999999998,1.7657610886654473,5.9777762354143567E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",528,528,48.263254113345518]
[null,"","LOW",566,566,51.736745886654482]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.39174569999999997,0.28495359021276606,2.1153117511724117E-2]
[null,"1165",470,0,470,0.37279610000000002,0.58403130000000003,0.42653288234042541,2.7479432025866703E-2]
[null,"1403",470,0,470,0.98416879999999995,1.612036,1.1303725365957458,6.8546989907446967E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6911579000000001,1.2086075548936173,6.8158970302415509E-2]
[null,"1420",470,0,470,1.1153899,1.7343687000000001,1.2593862506382989,6.6813235629570075E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7580813,1.291412696170213,6.5506694602981932E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7694460999999999,1.3096520029787229,6.4553120902430525E-2]
[null,"1445.5",470,0,470,1.1813072,1.7735467,1.3179761753191488,6.3984422920423986E-2]
[null,"1454",470,0,470,1.1833969,1.7714623,1.3184428687234044,6.3582246156128092E-2]
[null,"1462.5",470,0,470,1.1762925,1.7590516,1.3087708314893618,6.3088395697944138E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7347106999999999,1.2883330351063838,6.2482026639635486E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.7027142,1.2608011529787244,6.1784952312434922E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6649065000000001,1.2294926068085095,6.0923607144045475E-2]
[null,"1496.5",470,0,470,1.078436,1.6225902999999999,1.1960358387234022,5.9829258734961491E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5784748,1.1623911195744683,5.8524829192344793E-2]
[null,"1913",470,0,470,1.6373757,2.1481306999999998,1.8209173678723407,7.991684608185326E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.1559681999999998,1.837817051276595,8.1910615554449312E-2]
[null,"1930",470,0,470,1.6550658,2.1557301999999998,1.8395966248936169,8.1830027251652296E-2]
[null,"1938.5",470,0,470,1.6482393,2.1497771999999999,1.8295455565957439,8.0139186093925008E-2]
[null,"1947",470,0,470,1.6351035,2.1389368000000002,1.8120362844680862,7.7528397601655155E-2]
[null,"1955.5",470,0,470,1.6188452,2.1263702000000002,1.790263010212767,7.4807813477102997E-2]
[null,"1964",470,0,470,1.5993453,2.1109357000000002,1.7653807310638299,7.2144480297584662E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0952324999999998,1.7382273491489364,6.9784865896075257E-2]
[null,"1981",470,0,470,1.5550659,2.0782440000000002,1.7096366261702125,6.7875811952793436E-2]
[null,"2491",470,0,470,1.6252377,2.0716627000000001,1.768962156808511,6.0401473006977666E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",210,210,44.680851063829785]
[null,"","LOW",260,260,55.319148936170215]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-2.9083848174404969]
[null,"Number of support vectors",869]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs2",-1,100,0.35108159999999999,0.5192156,1.2989504000000001,1.3691390999999999,1.4135343,1.4417384,1.4583543999999999,1.4661322999999999,1.4670452,1.4588338000000001,1.4406284,1.4155864,1.38649,1.3544881,1.3217714,1.9545227000000001,1.9759781000000001,1.9798230999999999,1.9691513,1.9491590000000001,1.9245893000000001,1.8972635,1.8685281,1.8387737,1.8724607]
[null,"Obs4",1,100,0.29433490000000001,0.44502019999999998,1.1937154999999999,1.2762671000000001,1.3304358999999999,1.3648939,1.3848722,1.3944029,1.3956744999999999,1.38652,1.3659945,1.3378859000000001,1.3055102000000001,1.2707189000000001,1.2355271999999999,1.9601829,1.9836012999999999,1.9877978999999999,1.9752312000000001,1.9528449999999999,1.9259989,1.8956624,1.8628477000000001,1.8288918000000001,1.8843567000000001]
[null,"Obs5",1,100,0.3110638,0.45856059999999998,1.1933393000000001,1.2753025,1.3283332999999999,1.3616427,1.3807939,1.3898226,1.3908223,1.3814639,1.3611181999999999,1.3331287000000001,1.3011037999999999,1.2666866000000001,1.2318370000000001,1.8710183,1.885367,1.887812,1.8807845999999999,1.8663635000000001,1.8485415000000001,1.8275399000000001,1.8041403,1.779142,1.8311757]
[null,"Obs6",-1,100,0.2894139,0.42959120000000001,1.132037,1.2113677,1.2626374,1.2949723,1.3135716,1.3222362999999999,1.3228871,1.3134406000000001,1.2932154,1.2658001000000001,1.2345018000000001,1.2009878,1.1671269,1.7917657,1.8053275,1.8076805,1.8000722,1.785736,1.7680216,1.7472744,1.7239001,1.6989995,1.7522823999999999]
[null,"Obs9",1,100,0.27729150000000002,0.4168483,1.0781003,1.1572005000000001,1.2098112000000001,1.2435137000000001,1.2630471000000001,1.2723698999999999,1.2736759,1.2654352,1.2469976,1.2215533000000001,1.1924617,1.1614563,1.1302828,1.7341669,1.7482418,1.7501781000000001,1.7427408,1.7291745999999999,1.7118682999999999,1.6909201,1.6678383000000001,1.6428676,1.7190504]
[null,"Obs10",1,100,0.2765784,0.41640319999999997,1.1041886999999999,1.1854187,1.2389444999999999,1.2730161,1.2927470000000001,1.3019803000000001,1.3031813999999999,1.2942047000000001,1.2744930999999999,1.2474586000000001,1.2165014999999999,1.1834283000000001,1.1502235000000001,1.788994,1.8040636999999999,1.8060613999999999,1.7977839,1.7829170999999999,1.7643006999999999,1.7422165000000001,1.717821,1.6909183999999999,1.7578497]
[null,"Obs11",1,100,0.27786450000000001,0.42160340000000002,1.1348525,1.2189338000000001,1.2752907,1.3118099000000001,1.3333292000000001,1.343515,1.3450104000000001,1.3356231000000001,1.3146880999999999,1.2859507999999999,1.2530659,1.2181858000000001,1.1832495999999999,1.9517334,1.9787380000000001,1.9836526999999999,1.9700342,1.9459573999999999,1.9155985,1.8816576,1.8448772,1.8064423000000001,1.8699897999999999]
[null,"Obs12",1,100,0.31261929999999999,0.46889380000000003,1.2412295,1.3223828,1.3733647,1.4048787,1.4226312999999999,1.4308510000000001,1.4315142999999999,1.4220356000000001,1.4017287,1.3738915,1.3417790000000001,1.3068747999999999,1.2712595,1.8655185000000001,1.8782220999999999,1.8804959999999999,1.8730192999999999,1.8608372,1.846041,1.8284999,1.8087727,1.7878122000000001,1.8355638000000001]
[null,"Obs13",-1,100,0.28820970000000001,0.43236210000000003,1.1402736,1.2186357999999999,1.2696295,1.3020654,1.3208675000000001,1.3298152999999999,1.3308719,1.322047,1.302516,1.2757292,1.2450190000000001,1.2120249999999999,1.1785517999999999,1.8235661999999999,1.8420885,1.8448477999999999,1.8357006,1.8182118,1.7964008,1.7713721,1.744081,1.7158538000000001,1.7658857999999999]
[null,"Obs14",1,100,0.27260139999999999,0.4131667,1.1143303,1.1976283999999999,1.2529736,1.2884897,1.3093821000000001,1.3192694,1.3206663999999999,1.3116242,1.2911992000000001,1.2631684999999999,1.2311881,1.1969399000000001,1.1625624000000001,1.8575693,1.8777121000000001,1.8811282,1.8705890000000001,1.8519175999999999,1.8286239,1.8024201,1.7736734999999999,1.7426098999999999,1.7990674]
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[null,"Obs1516",-1,100,0.26833859999999998,0.40677750000000001,1.117969,1.198537,1.2511854,1.2845089000000001,1.3036989999999999,1.3125951,1.3132225,1.3032664,1.2821716000000001,1.2537383,1.2213651000000001,1.1867912,1.1520219,1.8358011000000001,1.8523734999999999,1.8541683,1.8450937999999999,1.8279428,1.8052911,1.7800902999999999,1.752651,1.723671,1.7794768999999999]
[null,"Obs1517",-1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1520",-1,100,0.25326199999999999,0.38607449999999999,1.079277,1.1647160999999999,1.2221592999999999,1.2594924999999999,1.2811847000000001,1.2914006,1.2924272000000001,1.2821445,1.2599776,1.2301017999999999,1.1964224999999999,1.1609062000000001,1.1255504000000001,1.9145639999999999,1.9381809999999999,1.9408424,1.9281501999999999,1.9053165000000001,1.8762335999999999,1.8429282,1.8068637000000001,1.7684582,1.8277540000000001]
[null,"Obs1521",-1,100,0.24974099999999999,0.38401960000000002,1.0623381000000001,1.1447319,1.1997176000000001,1.2351932999999999,1.2557528,1.2653466,1.266438,1.2565343,1.2354153000000001,1.2069814999999999,1.1747620000000001,1.1407052,1.106703,1.8442046999999999,1.8646115000000001,1.8677511,1.8565027000000001,1.8352447000000001,1.8088572000000001,1.7787199,1.7461727,1.7119740000000001,1.7784709000000001]
[null,"Obs1522",-1,100,0.26747500000000002,0.40631489999999998,1.0977152999999999,1.1788911,1.233717,1.2694399000000001,1.2903359999999999,1.3001809,1.3013045000000001,1.2915947000000001,1.2703120000000001,1.2416959999999999,1.209325,1.1750050000000001,1.1408037,1.9222288000000001,1.9482808,1.9517087,1.937263,1.9115188000000001,1.8803163000000001,1.8447530000000001,1.8066508999999999,1.7671729,1.8321018]
[null,"Obs1523",-1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1525",-1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1527",-1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1529",-1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1532",-1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
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[null,"Obs1545",1,100,0.26164100000000001,0.3952427,1.0209697,1.0965852,1.1481858,1.1825897999999999,1.2035666,1.2143792,1.2170557,1.2100993,1.1932328999999999,1.1695768,1.1421939999999999,1.1126355000000001,1.0828496000000001,1.6613055000000001,1.6778896999999999,1.6812199000000001,1.6742349000000001,1.6603270000000001,1.6429071,1.6221532999999999,1.5993655,1.5749310000000001,1.6314671000000001]
[null,"Obs1550",1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[null,"Obs1558",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",310,218,528,58.712121212121218]
[null,"Other classes",171,395,566,69.78798586572438]
[null,"Total",481,613,1094,64.442413162705662]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"Total",199,271,470,66.170212765957444]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Performance metrics (HIGH versus the others):"]
[]
[null,"Precision",0.64449064449064453,0.62814070351758799]
[null,"F-score",0.6144697720515363,0.61124694376528121]
[null,"Prevalence",0.48263254113345522,0.44680851063829785]
[null,"AUC",0.5,0.7012820512820509]
[]
[null,"Binary classifier (LOW versus the others):"]
[null,"Bias",2.9574289155866085]
[null,"Number of support vectors",870]
[null,"List of support vectors (LOW versus the others):"]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs15",1,100,0.29189470000000001,0.43313190000000001,1.1323768000000001,1.2140181999999999,1.2674371,1.3014627000000001,1.3211622999999999,1.3304777999999999,1.3315762,1.3223096000000001,1.3019544000000001,1.2741716999999999,1.2426018000000001,1.2086760999999999,1.1745855999999999,1.8293302,1.8453968999999999,1.8470826,1.8387871,1.8232786999999999,1.8032444000000001,1.7801651999999999,1.7550914,1.7277178,1.7864587999999999]
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[null,"Obs22",1,100,0.26755950000000001,0.4016458,1.0601676,1.1396402000000001,1.1924428,1.2261801000000001,1.2456094,1.2545356999999999,1.2555982999999999,1.2468256,1.2274480000000001,1.2011982999999999,1.1712855,1.1395272000000001,1.1075771999999999,1.7338770999999999,1.7487921,1.7508497999999999,1.7425898,1.7279511999999999,1.7092384,1.686923,1.6624448000000001,1.6356012,1.715158]
[null,"Obs26",-1,100,0.28114800000000001,0.4181898,1.1036471000000001,1.1832640000000001,1.2353156000000001,1.2685522,1.2878672,1.2969660999999999,1.2980429,1.2891577000000001,1.2696457999999999,1.242753,1.2118043000000001,1.1786616000000001,1.1453027,1.7579834000000001,1.7711519,1.7726306000000001,1.7658328999999999,1.7526577000000001,1.7360815000000001,1.7170285999999999,1.6947706,1.6707885,1.7280735]
[null,"Obs34",-1,100,0.28863559999999999,0.4315561,1.1499827,1.2333269,1.288003,1.3228576000000001,1.3432371999999999,1.3528633000000001,1.3539897999999999,1.3443058000000001,1.3231390999999999,1.294451,1.2617434999999999,1.2266234,1.1912794,1.8805079,1.8992579000000001,1.9016748999999999,1.8926883000000001,1.8747902000000001,1.8522795000000001,1.8271009,1.7989963,1.7692971,1.8192978]
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[null,"Obs49",1,100,0.27866659999999999,0.4173791,1.1091241999999999,1.1910932999999999,1.2452284,1.2799008000000001,1.3001465000000001,1.3097812,1.3110797000000001,1.3018702,1.2814350000000001,1.2536753,1.2219861999999999,1.1880335,1.1539633,1.8127377,1.8301105,1.8324984,1.8235314,1.8076329,1.7868284999999999,1.7633367,1.7369397,1.7092506000000001,1.7635031000000001]
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[null,"Obs60",-1,100,0.31808819999999999,0.47768640000000001,1.2652851000000001,1.3465327,1.3991373,1.433028,1.4529418000000001,1.4624903,1.4639074999999999,1.4547082,1.4342459000000001,1.4059349999999999,1.3734660000000001,1.3381414,1.3019038000000001,2.0227270000000002,2.0462278999999999,2.0511794000000001,2.0396953,2.0185962000000002,1.9921761,1.9618405000000001,1.9299500000000001,1.8968218999999999,1.9295239]
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[null,"Obs67",-1,100,0.28116360000000001,0.4249291,1.134409,1.217087,1.2724347,1.3084571,1.3297136000000001,1.3400182,1.3415988999999999,1.3323505,1.3116137999999999,1.2832996000000001,1.2508622,1.2163086000000001,1.1815125,1.9201157,1.9454781000000001,1.9486384000000001,1.9372619,1.9145721,1.8862380999999999,1.8540869,1.8196492,1.7841746000000001,1.8371999000000001]
[null,"Obs69",-1,100,0.37889810000000002,0.56656329999999999,1.5024415,1.5816786,1.6284947000000001,1.6568811999999999,1.6728926,1.6803224000000001,1.6807863999999999,1.6707983,1.6500328,1.6213843999999999,1.5879083000000001,1.5504826,1.5111136000000001,2.1057758,2.1175404000000002,2.1198926,2.1138697,2.1001484000000001,2.0851525999999998,2.0674646000000001,2.0469279,2.0260672999999998,2.0119349999999998]
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[null,"Obs1433",-1,100,0.27631119999999998,0.41536149999999999,1.0952499,1.1730149999999999,1.2240397999999999,1.2565112000000001,1.2754604,1.2844783,1.2856167999999999,1.2768303000000001,1.2575717,1.2312358999999999,1.2011358999999999,1.1687554,1.1362331999999999,1.7563274,1.7712383,1.7736211,1.7659431000000001,1.7517750999999999,1.7338408000000001,1.7134480000000001,1.6900195,1.6646023999999999,1.7216610999999999]
[null,"Obs1438",1,100,0.30210169999999997,0.4500615,1.1647806999999999,1.2401819000000001,1.2883465000000001,1.3185096999999999,1.3360449000000001,1.3443232000000001,1.3452367999999999,1.3369675999999999,1.3186693,1.2932433999999999,1.2640108999999999,1.2322295999999999,1.1997815000000001,1.7633753000000001,1.7758564999999999,1.7781874,1.7719853000000001,1.7605829,1.74593,1.7283341999999999,1.7090144,1.6879767999999999,1.7413243]
[null,"Obs1444",1,100,0.26241389999999998,0.39685379999999998,1.066432,1.147629,1.2017606000000001,1.2365618,1.2567759000000001,1.2665008,1.2678242,1.2591270000000001,1.2397879000000001,1.2131778,1.1827449000000001,1.1501513000000001,1.1174415,1.7613782,1.7770680000000001,1.7795772999999999,1.7717178,1.7569269999999999,1.7378279000000001,1.7153940000000001,1.690286,1.6635739,1.7350435]
[null,"Obs1448",1,100,0.259268,0.38978030000000002,1.0240469000000001,1.1015353000000001,1.1532575,1.1866487999999999,1.206207,1.2155324999999999,1.2170783000000001,1.2089422000000001,1.1905482999999999,1.1651322,1.1363311,1.1055999999999999,1.0748053,1.6936841,1.7084218,1.7105409,1.7030194999999999,1.6888669000000001,1.6710739999999999,1.6498637,1.6259292000000001,1.6001601000000001,1.6744186000000001]
[null,"Obs1449",1,100,0.27028930000000001,0.40559089999999998,1.0617002,1.1398458,1.1915712000000001,1.2247068999999999,1.2440348000000001,1.2533524,1.2547948,1.2465676000000001,1.2280306000000001,1.2025543000000001,1.1732967999999999,1.1418869,1.1104563000000001,1.7203771999999999,1.7345280999999999,1.736639,1.7298818,1.7162558999999999,1.6990054000000001,1.6791015,1.6561005,1.6314721000000001,1.7005007999999999]
[null,"Obs1459",1,100,0.2563126,0.3942329,1.0960671,1.1799343,1.2358323,1.2719383,1.2930428,1.3031561,1.3043342,1.2943811000000001,1.2727478999999999,1.2435742999999999,1.2105231000000001,1.1753225,1.1401570999999999,1.892763,1.9137886,1.9168027999999999,1.9061948,1.8849676,1.8581672,1.8286779,1.7954322,1.7603477000000001,1.8159647000000001]
[null,"Obs1460",1,100,0.25241400000000003,0.38716390000000001,1.0658243000000001,1.1487042999999999,1.2049878999999999,1.2418476000000001,1.2635187999999999,1.2739393000000001,1.2753322,1.2656362000000001,1.2443565999999999,1.2153915,1.1826388000000001,1.1480451,1.1136090000000001,1.9075241000000001,1.934302,1.9383041999999999,1.9250792999999999,1.898469,1.8672658,1.8306708,1.7914806999999999,1.7512144999999999,1.8170748000000001]
[null,"Obs1464",-1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1466",1,100,0.2524363,0.38820789999999999,1.0692345999999999,1.1529815000000001,1.2096049,1.2466431,1.2683603000000001,1.2788086999999999,1.2802894,1.2704347,1.2490176,1.2201511,1.1876329000000001,1.1530020000000001,1.1185927,1.9113713999999999,1.9365934,1.939864,1.9259014999999999,1.9021995,1.8715709,1.8368804000000001,1.7992758,1.7601933000000001,1.8204851]
[null,"Obs1470",1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1472",1,100,0.24304490000000001,0.37620439999999999,1.0626057,1.1455333999999999,1.2010825000000001,1.2372274000000001,1.2583196000000001,1.2681625000000001,1.2691338999999999,1.2588695999999999,1.236721,1.2070867999999999,1.1737029999999999,1.1383772999999999,1.1032276999999999,1.9071213,1.9320773,1.9354994999999999,1.9206424,1.8963428,1.865021,1.8295338999999999,1.7915749999999999,1.7520658,1.8107541]
[null,"Obs1475",1,100,0.26747500000000002,0.40631489999999998,1.0977152999999999,1.1788911,1.233717,1.2694399000000001,1.2903359999999999,1.3001809,1.3013045000000001,1.2915947000000001,1.2703120000000001,1.2416959999999999,1.209325,1.1750050000000001,1.1408037,1.9222288000000001,1.9482808,1.9517087,1.937263,1.9115188000000001,1.8803163000000001,1.8447530000000001,1.8066508999999999,1.7671729,1.8321018]
[null,"Obs1479",1,100,0.25454640000000001,0.38958029999999999,1.0742583000000001,1.1558938999999999,1.2101601,1.244907,1.2649296999999999,1.2742351999999999,1.2751127,1.2651945,1.2441518,1.2157354,1.1835566,1.1494601,1.1153959,1.8269711,1.8465800000000001,1.8484917000000001,1.8371534,1.8185880000000001,1.7944774999999999,1.7665534000000001,1.7354919,1.7029935,1.7733908]
[null,"Obs1485",1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1486",1,100,0.2616734,0.39607550000000002,1.0638369000000001,1.1434641000000001,1.1963391000000001,1.2303991000000001,1.250067,1.2591767,1.2601262,1.2507591,1.2304527999999999,1.2031830999999999,1.1722466,1.1393287000000001,1.1065574,1.8020126000000001,1.8212595,1.8234357999999999,1.8123028000000001,1.7932570999999999,1.7683049,1.7403516999999999,1.7098258,1.6779423,1.7421310999999999]
[null,"Obs1506",1,100,0.2563126,0.3942329,1.0960671,1.1799343,1.2358323,1.2719383,1.2930428,1.3031561,1.3043342,1.2943811000000001,1.2727478999999999,1.2435742999999999,1.2105231000000001,1.1753225,1.1401570999999999,1.892763,1.9137886,1.9168027999999999,1.9061948,1.8849676,1.8581672,1.8286779,1.7954322,1.7603477000000001,1.8159647000000001]
[null,"Obs1510",1,100,0.27297680000000002,0.4165218,1.1420688999999999,1.2233109,1.2765378999999999,1.3107167,1.3304034,1.3398067,1.3406655000000001,1.3309367000000001,1.3098223,1.2812726000000001,1.2488294,1.2141587,1.1790928000000001,1.8807267999999999,1.8995763000000001,1.9020109000000001,1.8916388,1.8740239000000001,1.8503388000000001,1.8233969999999999,1.7939748,1.7631403999999999,1.8155047]
[null,"Obs1516",1,100,0.26833859999999998,0.40677750000000001,1.117969,1.198537,1.2511854,1.2845089000000001,1.3036989999999999,1.3125951,1.3132225,1.3032664,1.2821716000000001,1.2537383,1.2213651000000001,1.1867912,1.1520219,1.8358011000000001,1.8523734999999999,1.8541683,1.8450937999999999,1.8279428,1.8052911,1.7800902999999999,1.752651,1.723671,1.7794768999999999]
[null,"Obs1520",1,100,0.25326199999999999,0.38607449999999999,1.079277,1.1647160999999999,1.2221592999999999,1.2594924999999999,1.2811847000000001,1.2914006,1.2924272000000001,1.2821445,1.2599776,1.2301017999999999,1.1964224999999999,1.1609062000000001,1.1255504000000001,1.9145639999999999,1.9381809999999999,1.9408424,1.9281501999999999,1.9053165000000001,1.8762335999999999,1.8429282,1.8068637000000001,1.7684582,1.8277540000000001]
[null,"Obs1523",1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1525",1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1533",1,100,0.2616734,0.39607550000000002,1.0638369000000001,1.1434641000000001,1.1963391000000001,1.2303991000000001,1.250067,1.2591767,1.2601262,1.2507591,1.2304527999999999,1.2031830999999999,1.1722466,1.1393287000000001,1.1065574,1.8020126000000001,1.8212595,1.8234357999999999,1.8123028000000001,1.7932570999999999,1.7683049,1.7403516999999999,1.7098258,1.6779423,1.7421310999999999]
[null,"Obs1534",1,100,0.26563199999999998,0.40866859999999999,1.1104624000000001,1.1898055000000001,1.2416506,1.2746059000000001,1.2934964,1.3021115999999999,1.3029200999999999,1.2936460999999999,1.2736263999999999,1.2466154,1.2157178,1.1828993999999999,1.1498404,1.7985224,1.8149198,1.8164065,1.8071451999999999,1.7906895,1.7697784999999999,1.7461002000000001,1.7197306000000001,1.6924870000000001,1.7535143]
[null,"Obs1550",-1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[]
[null,"Total",271,199,470,66.170212765957444]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Recall",0.69787985865724378,0.7153846153846154]
[null,"F-score",0.67005937234944868,0.70056497175141241]
[null,"Prevalence",0.51736745886654478,0.55319148936170215]
[null,"Cohen's kappa",0.28585524659764039,0.31219512195121951]
[]
[null,"Confusion matrix for the training sample:"]
[null,"HIGH",310,218,528,58.712121212121218]
[null,"Total",481,613,1094,64.442413162705662]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"Total",199,271,470,66.170212765957444]
[]
[null,null,"Training set","Validation set"]
[null,"Well classified observations",0.6444241316270567,0.66170212765957448]
[null,"Number of observations",1094,470]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[]
[null,"Class performance metrics for the validation set:"]
[]
[]
[]
[null,null,"Class","Prediction (Class)"]
[null,"Obs3","LOW","LOW"]
[null,"Obs6","LOW","LOW"]
[null,"Obs11","HIGH","LOW"]
[null,"Obs13","LOW","LOW"]
[null,"Obs14","HIGH","LOW"]
[null,"Obs17","LOW","LOW"]
[null,"Obs20","LOW","LOW"]
[null,"Obs24","HIGH","LOW"]
[null,"Obs30","LOW","LOW"]
[null,"Obs34","HIGH","LOW"]
[null,"Obs36","LOW","LOW"]
[null,"Obs41","LOW","LOW"]
[null,"Obs42","HIGH","LOW"]
[null,"Obs51","LOW","LOW"]
[null,"Obs54","LOW","LOW"]
[null,"Obs57","LOW","LOW"]
[null,"Obs61","HIGH","LOW"]
[null,"Obs63","HIGH","LOW"]
[null,"Obs65","HIGH","LOW"]
[null,"Obs69","HIGH","LOW"]
[null,"Obs70","HIGH","LOW"]
[null,"Obs75","HIGH","LOW"]
[null,"Obs77","LOW","LOW"]
[null,"Obs80","HIGH","LOW"]
[null,"Obs83","HIGH","LOW"]
[null,"Obs85","LOW","LOW"]
[null,"Obs86","HIGH","LOW"]
[null,"Obs90","HIGH","LOW"]
[null,"Obs91","HIGH","LOW"]
[null,"Obs95","LOW","LOW"]
[null,"Obs98","LOW","LOW"]
[null,"Obs101","HIGH","LOW"]
[null,"Obs104","LOW","LOW"]
[null,"Obs107","HIGH","LOW"]
[null,"Obs108","HIGH","LOW"]
[null,"Obs110","LOW","LOW"]
[null,"Obs113","HIGH","LOW"]
[null,"Obs118","LOW","LOW"]
[null,"Obs121","HIGH","LOW"]
[null,"Obs124","LOW","LOW"]
[null,"Obs127","LOW","LOW"]
[null,"Obs130","LOW","LOW"]
[null,"Obs131","HIGH","LOW"]
[null,"Obs133","LOW","LOW"]
[null,"Obs136","LOW","LOW"]
[null,"Obs140","HIGH","LOW"]
[null,"Obs145","HIGH","LOW"]
[null,"Obs149","LOW","LOW"]
[null,"Obs158","LOW","LOW"]
[null,"Obs161","LOW","HIGH"]
[null,"Obs163","HIGH","HIGH"]
[null,"Obs166","HIGH","LOW"]
[null,"Obs172","HIGH","HIGH"]
[null,"Obs175","LOW","HIGH"]
[null,"Obs177","HIGH","HIGH"]
[null,"Obs180","HIGH","HIGH"]
[null,"Obs184","HIGH","HIGH"]
[null,"Obs186","LOW","HIGH"]
[null,"Obs188","HIGH","HIGH"]
[null,"Obs192","LOW","HIGH"]
[null,"Obs199","LOW","HIGH"]
[null,"Obs203","HIGH","HIGH"]
[null,"Obs205","LOW","HIGH"]
[null,"Obs209","HIGH","LOW"]
[null,"Obs213","HIGH","LOW"]
[null,"Obs215","HIGH","HIGH"]
[null,"Obs219","HIGH","HIGH"]
[null,"Obs221","LOW","HIGH"]
[null,"Obs226","LOW","LOW"]
[null,"Obs234","LOW","LOW"]
[null,"Obs236","LOW","HIGH"]
[null,"Obs240","HIGH","HIGH"]
[null,"Obs242","LOW","HIGH"]
[null,"Obs244","LOW","HIGH"]
[null,"Obs247","HIGH","HIGH"]
[null,"Obs254","HIGH","HIGH"]
[null,"Obs257","LOW","HIGH"]
[null,"Obs262","HIGH","HIGH"]
[null,"Obs266","LOW","HIGH"]
[null,"Obs270","HIGH","HIGH"]
[null,"Obs271","HIGH","HIGH"]
[null,"Obs273","LOW","HIGH"]
[null,"Obs278","LOW","HIGH"]
[null,"Obs282","LOW","HIGH"]
[null,"Obs287","LOW","HIGH"]
[null,"Obs290","LOW","HIGH"]
[null,"Obs291","LOW","HIGH"]
[null,"Obs297","LOW","HIGH"]
[null,"Obs298","LOW","HIGH"]
[null,"Obs303","LOW","HIGH"]
[null,"Obs307","LOW","HIGH"]
[null,"Obs311","LOW","HIGH"]
[null,"Obs314","HIGH","HIGH"]
[null,"Obs320","LOW","HIGH"]
[null,"Obs322","LOW","HIGH"]
[null,"Obs327","LOW","HIGH"]
[null,"Obs328","HIGH","HIGH"]
[null,"Obs331","HIGH","HIGH"]
[null,"Obs334","LOW","HIGH"]
[null,"Obs338","HIGH","HIGH"]
[null,"Obs340","LOW","HIGH"]
[null,"Obs343","LOW","HIGH"]
[null,"Obs344","LOW","HIGH"]
[null,"Obs348","HIGH","HIGH"]
[null,"Obs349","HIGH","LOW"]
[null,"Obs353","LOW","HIGH"]
[null,"Obs355","LOW","HIGH"]
[null,"Obs360","LOW","LOW"]
[null,"Obs364","LOW","LOW"]
[null,"Obs367","LOW","LOW"]
[null,"Obs369","HIGH","HIGH"]
[null,"Obs374","LOW","LOW"]
[null,"Obs375","LOW","HIGH"]
[null,"Obs379","LOW","HIGH"]
[null,"Obs382","HIGH","LOW"]
[null,"Obs389","HIGH","LOW"]
[null,"Obs392","HIGH","LOW"]
[null,"Obs396","LOW","LOW"]
[null,"Obs398","LOW","LOW"]
[null,"Obs404","HIGH","LOW"]
[null,"Obs406","HIGH","LOW"]
[null,"Obs411","LOW","LOW"]
[null,"Obs412","HIGH","LOW"]
[null,"Obs417","HIGH","LOW"]
[null,"Obs420","LOW","LOW"]
[null,"Obs423","HIGH","LOW"]
[null,"Obs425","LOW","HIGH"]
[null,"Obs431","LOW","HIGH"]
[null,"Obs432","LOW","HIGH"]
[null,"Obs440","LOW","LOW"]
[null,"Obs441","LOW","LOW"]
[null,"Obs447","HIGH","LOW"]
[null,"Obs448","LOW","LOW"]
[null,"Obs454","HIGH","LOW"]
[null,"Obs455","LOW","HIGH"]
[null,"Obs460","HIGH","LOW"]
[null,"Obs461","HIGH","HIGH"]
[null,"Obs467","LOW","LOW"]
[null,"Obs468","HIGH","HIGH"]
[null,"Obs474","LOW","LOW"]
[null,"Obs475","LOW","LOW"]
[null,"Obs482","HIGH","LOW"]
[null,"Obs483","LOW","HIGH"]
[null,"Obs487","LOW","LOW"]
[null,"Obs489","LOW","LOW"]
[null,"Obs495","HIGH","LOW"]
[null,"Obs499","LOW","LOW"]
[null,"Obs507","HIGH","LOW"]
[null,"Obs512","LOW","LOW"]
[null,"Obs516","HIGH","LOW"]
[null,"Obs517","HIGH","LOW"]
[null,"Obs521","LOW","LOW"]
[null,"Obs522","HIGH","LOW"]
[null,"Obs526","LOW","LOW"]
[null,"Obs527","LOW","LOW"]
[null,"Obs531","LOW","LOW"]
[null,"Obs534","LOW","LOW"]
[null,"Obs537","HIGH","LOW"]
[null,"Obs543","LOW","LOW"]
[null,"Obs545","LOW","HIGH"]
[null,"Obs546","HIGH","HIGH"]
[null,"Obs551","LOW","LOW"]
[null,"Obs552","LOW","HIGH"]
[null,"Obs555","HIGH","HIGH"]
[null,"Obs557","LOW","LOW"]
[null,"Obs560","HIGH","LOW"]
[null,"Obs563","HIGH","LOW"]
[null,"Obs567","LOW","HIGH"]
[null,"Obs569","LOW","HIGH"]
[null,"Obs571","HIGH","HIGH"]
[null,"Obs578","HIGH","HIGH"]
[null,"Obs582","LOW","LOW"]
[null,"Obs584","LOW","LOW"]
[null,"Obs590","LOW","HIGH"]
[null,"Obs594","LOW","HIGH"]
[null,"Obs596","LOW","HIGH"]
[null,"Obs597","HIGH","LOW"]
[null,"Obs600","LOW","LOW"]
[null,"Obs605","LOW","HIGH"]
[null,"Obs609","LOW","LOW"]
[null,"Obs611","LOW","HIGH"]
[null,"Obs616","HIGH","HIGH"]
[null,"Obs622","HIGH","HIGH"]
[null,"Obs624","HIGH","HIGH"]
[null,"Obs626","HIGH","HIGH"]
[null,"Obs631","LOW","HIGH"]
[null,"Obs638","HIGH","HIGH"]
[null,"Obs642","HIGH","HIGH"]
[null,"Obs645","LOW","HIGH"]
[null,"Obs649","HIGH","HIGH"]
[null,"Obs654","HIGH","HIGH"]
[null,"Obs656","HIGH","HIGH"]
[null,"Obs657","HIGH","HIGH"]
[null,"Obs659","HIGH","HIGH"]
[null,"Obs662","LOW","HIGH"]
[null,"Obs666","LOW","HIGH"]
[null,"Obs669","HIGH","HIGH"]
[null,"Obs671","HIGH","HIGH"]
[null,"Obs672","LOW","HIGH"]
[null,"Obs678","LOW","HIGH"]
[null,"Obs682","HIGH","HIGH"]
[null,"Obs684","HIGH","HIGH"]
[null,"Obs690","HIGH","HIGH"]
[null,"Obs693","HIGH","HIGH"]
[null,"Obs696","HIGH","HIGH"]
[null,"Obs698","HIGH","HIGH"]
[null,"Obs699","HIGH","HIGH"]
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{"sheet":"SVM9","index":59,"n_rows":3583,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:27:48 / End time: 07/29/2023 at 13:28:08 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 955763734"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28489759067641651,2.1905397271892953E-2]
[null,"1165",1094,0,1094,0.3717763,0.6634042,0.42631640648994534,2.8502513258643464E-2]
[null,"1403",1094,0,1094,0.99743409999999999,1.612036,1.128429031992686,6.8470055766557403E-2]
[null,"1411.5",1094,0,1094,1.0768306999999999,1.6911579000000001,1.2067200915904932,6.7675874697794181E-2]
[null,"1420",1094,0,1094,1.1311499,1.7343687000000001,1.2576023881170026,6.60671326572108E-2]
[null,"1428.5",1094,0,1094,1.1667540000000001,1.7580813,1.2897352142595995,6.4612597061524987E-2]
[null,"1437",1094,0,1094,1.1874355000000001,1.7694460999999999,1.3080638289762352,6.3578624313818652E-2]
[null,"1445.5",1094,0,1094,1.1972989999999999,1.7735467,1.3164600256855563,6.2973606847246386E-2]
[null,"1454",1094,0,1094,1.1994788999999999,1.7714623,1.3169867580438759,6.2582069935235032E-2]
[null,"1462.5",1094,0,1094,1.1926859999999999,1.7590516,1.3073838996343712,6.2170906851255266E-2]
[null,"1471",1094,0,1094,1.1755152,1.7347106999999999,1.28702797358318,6.1704565476350191E-2]
[null,"1479.5",1094,0,1094,1.151076,1.7027142,1.2595828130713003,6.1188964371624015E-2]
[null,"1488",1094,0,1094,1.121491,1.6759485999999999,1.2283539206581353,6.0535926023745128E-2]
[null,"1496.5",1094,0,1094,1.0888263,1.6490628000000001,1.1949759404936013,5.9668821955120667E-2]
[null,"1505",1094,0,1094,1.0564914999999999,1.6198372999999999,1.1614142753199268,5.8584047876420221E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8189013499999998,7.9615684147366556E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8358381128884833,8.177090200192591E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8376812294332723,8.1747207222235913E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8277273694698355,7.9973130968075942E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8102765627970729,7.7235207126939862E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.788559539670932,7.4301010035790774E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7637461933272391,7.1412576105851222E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7366536095063998,6.8853288424354023E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.7080993787020093,6.6754286683075842E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7676070727605104,5.9834077737799488E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",515,515,47.074954296160875]
[null,"","LOW",579,579,52.925045703839125]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.40261249999999998,0.28546591234042568,2.1077364060613554E-2]
[null,"1165",470,0,470,0.36954720000000002,0.58655199999999996,0.42693266425531917,2.7290146016248882E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5929438,1.128652704468085,6.7953324235355092E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6706795000000001,1.2066686940425542,6.7375381710569754E-2]
[null,"1420",470,0,470,1.1153899,1.7136446000000001,1.257323025744681,6.5873146435878785E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7367665999999999,1.2892822504255312,6.4437746332666301E-2]
[null,"1437",470,0,470,1.1711366999999999,1.748472,1.3074901440425535,6.3398790845393779E-2]
[null,"1445.5",470,0,470,1.1813072,1.7533439,1.3158107148936169,6.2775680928538219E-2]
[null,"1454",470,0,470,1.1833969,1.7512528999999999,1.3163026936170219,6.2347266659689454E-2]
[null,"1462.5",470,0,470,1.1762925,1.7392904,1.3066993608510633,6.1832964970340902E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7157524,1.2863847427659563,6.1208710364917776E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.684183,1.2590064340425524,6.0495777326148581E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6473222999999999,1.2278558812765958,5.9646180484853581E-2]
[null,"1496.5",470,0,470,1.078436,1.6058223,1.1945674893617029,5.8562751874554633E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5626545000000001,1.161093183617022,5.7276893722830555E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1340759,1.8144787846808501,8.0122149062842374E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1429162000000002,1.8311390180851075,8.2217185407441384E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1423665999999999,1.8329075225531914,8.2160615877490656E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1370486999999998,1.8230203391489377,8.0401643636543119E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1258743,1.805809019787235,7.7706500933113973E-2]
[null,"1955.5",470,0,470,1.5989156,2.1132555000000002,1.7843226338297873,7.4826149374274398E-2]
[null,"1964",470,0,470,1.5788096,2.0999165,1.7597934740425538,7.2008225158050471E-2]
[null,"1972.5",470,0,470,1.5564198,2.0830019000000002,1.7330173989361706,6.945028729312798E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0672019000000001,1.704775121914893,6.7313481843111353E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0547589999999998,1.7646653342553198,6.0280647462106408E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",223,223,47.446808510638299]
[null,"","LOW",247,247,52.553191489361701]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-2.5776668258024698]
[null,"Number of support vectors",853]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs1",1,100,0.28359259999999997,0.42650339999999998,1.1296672000000001,1.2123579,1.2663901,1.3006603000000001,1.3203670999999999,1.3293649000000001,1.3302238,1.3205842000000001,1.2997871999999999,1.2715063,1.2393006,1.2050155,1.1706677999999999,1.8305640999999999,1.8466864999999999,1.8483738999999999,1.8394790000000001,1.8239259999999999,1.8035433999999999,1.7805692,1.7543472,1.7265073,1.7823154999999999]
[null,"Obs3",-1,100,0.44888640000000002,0.6634042,1.6085881,1.6659248,1.6991563999999999,1.7191601999999999,1.7306178999999999,1.7363831999999999,1.737195,1.7317397999999999,1.7184261000000001,1.6993611,1.6759485999999999,1.6490628000000001,1.6198372999999999,2.0698973999999999,2.0844488000000001,2.0864726999999998,2.0783459999999998,2.0656793000000002,2.0509941999999999,2.0334903999999998,2.0159576000000001,1.9984149,1.9761082999999999]
[null,"Obs4",1,100,0.29433490000000001,0.44502019999999998,1.1937154999999999,1.2762671000000001,1.3304358999999999,1.3648939,1.3848722,1.3944029,1.3956744999999999,1.38652,1.3659945,1.3378859000000001,1.3055102000000001,1.2707189000000001,1.2355271999999999,1.9601829,1.9836012999999999,1.9877978999999999,1.9752312000000001,1.9528449999999999,1.9259989,1.8956624,1.8628477000000001,1.8288918000000001,1.8843567000000001]
[null,"Obs6",-1,100,0.2894139,0.42959120000000001,1.132037,1.2113677,1.2626374,1.2949723,1.3135716,1.3222362999999999,1.3228871,1.3134406000000001,1.2932154,1.2658001000000001,1.2345018000000001,1.2009878,1.1671269,1.7917657,1.8053275,1.8076805,1.8000722,1.785736,1.7680216,1.7472744,1.7239001,1.6989995,1.7522823999999999]
[null,"Obs7",-1,100,0.29929889999999998,0.44607950000000002,1.1629243,1.240613,1.2911395000000001,1.3231028,1.3416250000000001,1.3503366999999999,1.3513702000000001,1.3422809,1.3224944999999999,1.2954890999999999,1.2647371999999999,1.2316951,1.1982565999999999,1.8489264999999999,1.8671329999999999,1.8700456999999999,1.8598762,1.8420357000000001,1.8200438000000001,1.7947248,1.7674474,1.739125,1.7998694]
[null,"Obs10",1,100,0.2765784,0.41640319999999997,1.1041886999999999,1.1854187,1.2389444999999999,1.2730161,1.2927470000000001,1.3019803000000001,1.3031813999999999,1.2942047000000001,1.2744930999999999,1.2474586000000001,1.2165014999999999,1.1834283000000001,1.1502235000000001,1.788994,1.8040636999999999,1.8060613999999999,1.7977839,1.7829170999999999,1.7643006999999999,1.7422165000000001,1.717821,1.6909183999999999,1.7578497]
[null,"Obs11",1,100,0.27786450000000001,0.42160340000000002,1.1348525,1.2189338000000001,1.2752907,1.3118099000000001,1.3333292000000001,1.343515,1.3450104000000001,1.3356231000000001,1.3146880999999999,1.2859507999999999,1.2530659,1.2181858000000001,1.1832495999999999,1.9517334,1.9787380000000001,1.9836526999999999,1.9700342,1.9459573999999999,1.9155985,1.8816576,1.8448772,1.8064423000000001,1.8699897999999999]
[null,"Obs13",-1,100,0.28820970000000001,0.43236210000000003,1.1402736,1.2186357999999999,1.2696295,1.3020654,1.3208675000000001,1.3298152999999999,1.3308719,1.322047,1.302516,1.2757292,1.2450190000000001,1.2120249999999999,1.1785517999999999,1.8235661999999999,1.8420885,1.8448477999999999,1.8357006,1.8182118,1.7964008,1.7713721,1.744081,1.7158538000000001,1.7658857999999999]
[null,"Obs14",1,100,0.27260139999999999,0.4131667,1.1143303,1.1976283999999999,1.2529736,1.2884897,1.3093821000000001,1.3192694,1.3206663999999999,1.3116242,1.2911992000000001,1.2631684999999999,1.2311881,1.1969399000000001,1.1625624000000001,1.8575693,1.8777121000000001,1.8811282,1.8705890000000001,1.8519175999999999,1.8286239,1.8024201,1.7736734999999999,1.7426098999999999,1.7990674]
[null,"Obs15",-1,100,0.29189470000000001,0.43313190000000001,1.1323768000000001,1.2140181999999999,1.2674371,1.3014627000000001,1.3211622999999999,1.3304777999999999,1.3315762,1.3223096000000001,1.3019544000000001,1.2741716999999999,1.2426018000000001,1.2086760999999999,1.1745855999999999,1.8293302,1.8453968999999999,1.8470826,1.8387871,1.8232786999999999,1.8032444000000001,1.7801651999999999,1.7550914,1.7277178,1.7864587999999999]
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[null,"Obs1509",-1,100,0.24965209999999999,0.38050109999999998,1.0398236999999999,1.1208986000000001,1.1752347999999999,1.2102417000000001,1.2307056000000001,1.2403375999999999,1.2415301999999999,1.2321806,1.2117969,1.1840710999999999,1.1528548999999999,1.1196089,1.0866022,1.7845192999999999,1.8026873000000001,1.8051090000000001,1.7952912999999999,1.7767116000000001,1.7530459,1.7265763999999999,1.6968202999999999,1.665378,1.7300211000000001]
[null,"Obs1511",1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1512",1,100,0.26131179999999998,0.39700960000000002,1.0869063000000001,1.1691343999999999,1.2233514999999999,1.2578993000000001,1.2776407000000001,1.2868915999999999,1.2878480000000001,1.2784811,1.2579075,1.2301564,1.1986578999999999,1.1650647999999999,1.1314196999999999,1.8006388,1.8160963999999999,1.8180012999999999,1.8093234,1.7935821000000001,1.7733372000000001,1.7499298999999999,1.72454,1.6965935000000001,1.7635605000000001]
[null,"Obs1513",-1,100,0.2524363,0.38820789999999999,1.0692345999999999,1.1529815000000001,1.2096049,1.2466431,1.2683603000000001,1.2788086999999999,1.2802894,1.2704347,1.2490176,1.2201511,1.1876329000000001,1.1530020000000001,1.1185927,1.9113713999999999,1.9365934,1.939864,1.9259014999999999,1.9021995,1.8715709,1.8368804000000001,1.7992758,1.7601933000000001,1.8204851]
[null,"Obs1514",-1,100,0.24484059999999999,0.3753705,1.0419864999999999,1.1236254999999999,1.178901,1.2148513999999999,1.2358210000000001,1.2458829,1.2469764000000001,1.2369787000000001,1.2154571999999999,1.1866585000000001,1.1539865,1.1195364000000001,1.0854074,1.8764012000000001,1.9026164000000001,1.9064226,1.8921365999999999,1.8673481000000001,1.8351196999999999,1.7991679,1.7606363,1.7208334999999999,1.7770295]
[null,"Obs1516",-1,100,0.26833859999999998,0.40677750000000001,1.117969,1.198537,1.2511854,1.2845089000000001,1.3036989999999999,1.3125951,1.3132225,1.3032664,1.2821716000000001,1.2537383,1.2213651000000001,1.1867912,1.1520219,1.8358011000000001,1.8523734999999999,1.8541683,1.8450937999999999,1.8279428,1.8052911,1.7800902999999999,1.752651,1.723671,1.7794768999999999]
[null,"Obs1517",-1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1518",-1,100,0.24093400000000001,0.37279610000000002,1.0438219,1.1280317,1.1851674000000001,1.2225151000000001,1.2444329000000001,1.2548527,1.2561484999999999,1.2462502,1.2246950000000001,1.1956122,1.1626722,1.1280056999999999,1.0935722999999999,1.8968744,1.9224243000000001,1.9263431,1.9122561,1.8875834,1.8555562000000001,1.8192972000000001,1.7810965000000001,1.740821,1.8058145999999999]
[null,"Obs1521",-1,100,0.24974099999999999,0.38401960000000002,1.0623381000000001,1.1447319,1.1997176000000001,1.2351932999999999,1.2557528,1.2653466,1.266438,1.2565343,1.2354153000000001,1.2069814999999999,1.1747620000000001,1.1407052,1.106703,1.8442046999999999,1.8646115000000001,1.8677511,1.8565027000000001,1.8352447000000001,1.8088572000000001,1.7787199,1.7461727,1.7119740000000001,1.7784709000000001]
[null,"Obs1523",-1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1525",-1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1526",-1,100,0.25454640000000001,0.38958029999999999,1.0742583000000001,1.1558938999999999,1.2101601,1.244907,1.2649296999999999,1.2742351999999999,1.2751127,1.2651945,1.2441518,1.2157354,1.1835566,1.1494601,1.1153959,1.8269711,1.8465800000000001,1.8484917000000001,1.8371534,1.8185880000000001,1.7944774999999999,1.7665534000000001,1.7354919,1.7029935,1.7733908]
[null,"Obs1527",-1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1528",-1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
[null,"Obs1529",-1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1530",-1,100,0.2769915,0.4254213,1.1767707000000001,1.2589436000000001,1.3127770000000001,1.3471898,1.3670880999999999,1.3763745999999999,1.3771751999999999,1.3670165999999999,1.3452233,1.3157216,1.2821549999999999,1.2461199999999999,1.2099797999999999,1.9634050999999999,1.9858533,1.9888996999999999,1.976059,1.9536830000000001,1.9260466999999999,1.8947756,1.8607205,1.8264103,1.8698745000000001]
[null,"Obs1531",-1,100,0.28345609999999999,0.42785640000000003,1.1500564,1.2291601000000001,1.2810425000000001,1.3142467,1.3334446,1.3423898999999999,1.3431997,1.3334374,1.3127215000000001,1.2847967,1.2528684999999999,1.2187511,1.1843783999999999,1.8913081,1.9119132999999999,1.9152275000000001,1.9040262999999999,1.8833394000000001,1.858155,1.8291405000000001,1.7983602000000001,1.7665766000000001,1.8277292999999999]
[null,"Obs1532",-1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1534",-1,100,0.26563199999999998,0.40866859999999999,1.1104624000000001,1.1898055000000001,1.2416506,1.2746059000000001,1.2934964,1.3021115999999999,1.3029200999999999,1.2936460999999999,1.2736263999999999,1.2466154,1.2157178,1.1828993999999999,1.1498404,1.7985224,1.8149198,1.8164065,1.8071451999999999,1.7906895,1.7697784999999999,1.7461002000000001,1.7197306000000001,1.6924870000000001,1.7535143]
[null,"Obs1535",-1,100,0.26615240000000001,0.40561540000000001,1.0955687000000001,1.1760929,1.2292261,1.2631294,1.2826203,1.2916160999999999,1.2923560999999999,1.2828847999999999,1.2624568,1.2348756000000001,1.2035439999999999,1.1702466,1.1369305999999999,1.8144895999999999,1.8329683999999999,1.8358433999999999,1.8254679,1.8076140999999999,1.7845059999999999,1.7584009,1.7293232999999999,1.6991792999999999,1.7654293999999999]
[null,"Obs1545",1,100,0.26164100000000001,0.3952427,1.0209697,1.0965852,1.1481858,1.1825897999999999,1.2035666,1.2143792,1.2170557,1.2100993,1.1932328999999999,1.1695768,1.1421939999999999,1.1126355000000001,1.0828496000000001,1.6613055000000001,1.6778896999999999,1.6812199000000001,1.6742349000000001,1.6603270000000001,1.6429071,1.6221532999999999,1.5993655,1.5749310000000001,1.6314671000000001]
[null,"Obs1558",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",286,229,515,55.533980582524265]
[null,"Other classes",148,431,579,74.438687392055272]
[null,"Total",434,660,1094,65.539305301645328]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",127,96,223,56.950672645739907]
[null,"Other classes",75,172,247,69.635627530364374]
[null,"Total",202,268,470,63.617021276595743]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Accuracy",0.65539305301645323,0.63617021276595742]
[null,"F-score",0.60273972602739734,0.59764705882352942]
[null,"Specificity",0.74438687392055269,0.69635627530364375]
[null,"NER",0.52925045703839124,0.52553191489361706]
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[null,"Binary classifier (LOW versus the others):"]
[]
[null,"Number of support vectors",853]
[]
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[null,"Obs1532",1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1534",1,100,0.26563199999999998,0.40866859999999999,1.1104624000000001,1.1898055000000001,1.2416506,1.2746059000000001,1.2934964,1.3021115999999999,1.3029200999999999,1.2936460999999999,1.2736263999999999,1.2466154,1.2157178,1.1828993999999999,1.1498404,1.7985224,1.8149198,1.8164065,1.8071451999999999,1.7906895,1.7697784999999999,1.7461002000000001,1.7197306000000001,1.6924870000000001,1.7535143]
[null,"Obs1545",-1,100,0.26164100000000001,0.3952427,1.0209697,1.0965852,1.1481858,1.1825897999999999,1.2035666,1.2143792,1.2170557,1.2100993,1.1932328999999999,1.1695768,1.1421939999999999,1.1126355000000001,1.0828496000000001,1.6613055000000001,1.6778896999999999,1.6812199000000001,1.6742349000000001,1.6603270000000001,1.6429071,1.6221532999999999,1.5993655,1.5749310000000001,1.6314671000000001]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"Other classes",229,286,515,55.533980582524265]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Performance metrics (LOW versus the others):"]
[null,"Statistic","Training set","Validation set"]
[null,"Recall",0.74611398963730569,0.69635627530364375]
[null,"F-score",0.6967741935483871,0.66796116504854364]
[null,"FPR",0.44466019417475733,0.43049327354260092]
[null,"NER",0.52925045703839124,0.52553191489361706]
[]
[]
[null,"LOW",147,432,579,74.611398963730565]
[null,"Total",433,661,1094,65.630712979890319]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"Total",202,268,470,63.617021276595743]
[]
[null,null,"Training set","Validation set"]
[null,"Well classified observations",0.65630712979890315,0.63617021276595742]
[null,"Number of observations",1094,470]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[]
[null,"Class performance metrics for the validation set:"]
[]
[null,"LOW",0.69635627530364375,0.64179104477611937,0.66796116504854364,0.56950672645739908,0.26817341984747911]
[]
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[null,"Obs4","HIGH","LOW"]
[null,"Obs7","LOW","LOW"]
[null,"Obs10","HIGH","LOW"]
[null,"Obs13","LOW","LOW"]
[null,"Obs18","LOW","LOW"]
[null,"Obs21","HIGH","LOW"]
[null,"Obs23","HIGH","LOW"]
[null,"Obs26","HIGH","LOW"]
[null,"Obs27","LOW","LOW"]
[null,"Obs31","LOW","LOW"]
[null,"Obs32","HIGH","LOW"]
[null,"Obs36","LOW","LOW"]
[null,"Obs37","LOW","LOW"]
[null,"Obs43","HIGH","LOW"]
[null,"Obs44","HIGH","LOW"]
[null,"Obs48","LOW","LOW"]
[null,"Obs51","LOW","LOW"]
[null,"Obs54","LOW","LOW"]
[null,"Obs56","LOW","LOW"]
[null,"Obs64","HIGH","LOW"]
[null,"Obs65","HIGH","LOW"]
[null,"Obs69","HIGH","LOW"]
[null,"Obs73","HIGH","LOW"]
[null,"Obs76","HIGH","LOW"]
[null,"Obs81","HIGH","LOW"]
[null,"Obs83","HIGH","LOW"]
[null,"Obs84","HIGH","LOW"]
[null,"Obs87","LOW","LOW"]
[null,"Obs90","HIGH","LOW"]
[null,"Obs94","LOW","LOW"]
[null,"Obs97","LOW","LOW"]
[null,"Obs100","HIGH","LOW"]
[null,"Obs101","HIGH","LOW"]
[null,"Obs108","HIGH","LOW"]
[null,"Obs109","LOW","LOW"]
[null,"Obs112","HIGH","LOW"]
[null,"Obs113","HIGH","LOW"]
[null,"Obs118","LOW","LOW"]
[null,"Obs119","LOW","LOW"]
[null,"Obs126","LOW","LOW"]
[null,"Obs127","LOW","LOW"]
[null,"Obs134","LOW","LOW"]
[null,"Obs135","LOW","LOW"]
[null,"Obs139","HIGH","LOW"]
[null,"Obs140","HIGH","LOW"]
[null,"Obs143","LOW","LOW"]
[null,"Obs145","HIGH","LOW"]
[null,"Obs153","LOW","HIGH"]
[null,"Obs157","LOW","LOW"]
[null,"Obs159","LOW","LOW"]
[null,"Obs160","LOW","HIGH"]
[null,"Obs162","HIGH","HIGH"]
[null,"Obs166","HIGH","LOW"]
[null,"Obs171","HIGH","LOW"]
[null,"Obs173","HIGH","HIGH"]
[null,"Obs178","LOW","HIGH"]
[null,"Obs179","LOW","HIGH"]
[null,"Obs184","HIGH","HIGH"]
[null,"Obs186","LOW","HIGH"]
[null,"Obs189","HIGH","HIGH"]
[null,"Obs192","LOW","LOW"]
[null,"Obs199","LOW","HIGH"]
[null,"Obs200","LOW","HIGH"]
[null,"Obs209","HIGH","LOW"]
[null,"Obs212","HIGH","HIGH"]
[null,"Obs216","HIGH","LOW"]
[null,"Obs219","HIGH","HIGH"]
[null,"Obs227","HIGH","LOW"]
[null,"Obs228","HIGH","LOW"]
[null,"Obs231","LOW","HIGH"]
[null,"Obs234","LOW","LOW"]
[null,"Obs238","LOW","HIGH"]
[null,"Obs243","LOW","HIGH"]
[null,"Obs245","HIGH","HIGH"]
[null,"Obs246","HIGH","HIGH"]
[null,"Obs251","LOW","HIGH"]
[null,"Obs254","HIGH","HIGH"]
[null,"Obs259","HIGH","HIGH"]
[null,"Obs261","HIGH","HIGH"]
[null,"Obs266","LOW","HIGH"]
[null,"Obs267","LOW","HIGH"]
[null,"Obs269","HIGH","HIGH"]
[null,"Obs273","LOW","HIGH"]
[null,"Obs280","HIGH","LOW"]
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[null,"Obs289","LOW","HIGH"]
[null,"Obs295","HIGH","LOW"]
[null,"Obs296","LOW","HIGH"]
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[null,"Obs310","LOW","LOW"]
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[null,"Obs340","LOW","HIGH"]
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[null,"Obs371","HIGH","LOW"]
[null,"Obs374","LOW","LOW"]
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[null,"Obs385","LOW","HIGH"]
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[null,"Obs392","HIGH","LOW"]
[null,"Obs393","HIGH","LOW"]
[null,"Obs396","LOW","LOW"]
[null,"Obs398","LOW","LOW"]
[null,"Obs403","LOW","LOW"]
[null,"Obs405","HIGH","LOW"]
[null,"Obs409","LOW","LOW"]
[null,"Obs411","LOW","LOW"]
[null,"Obs416","LOW","HIGH"]
[null,"Obs420","LOW","LOW"]
[null,"Obs423","HIGH","LOW"]
[null,"Obs424","HIGH","LOW"]
[null,"Obs433","LOW","LOW"]
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[null,"Obs441","LOW","LOW"]
[null,"Obs446","LOW","LOW"]
[null,"Obs449","LOW","LOW"]
[null,"Obs450","HIGH","LOW"]
[null,"Obs453","LOW","HIGH"]
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[null,"Obs462","HIGH","LOW"]
[null,"Obs465","LOW","LOW"]
[null,"Obs469","HIGH","LOW"]
[null,"Obs470","LOW","HIGH"]
[null,"Obs477","HIGH","LOW"]
[null,"Obs479","LOW","LOW"]
[null,"Obs483","LOW","LOW"]
[null,"Obs484","LOW","LOW"]
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[null,"Obs490","HIGH","LOW"]
[null,"Obs498","LOW","LOW"]
[null,"Obs500","LOW","LOW"]
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[null,"Obs549","LOW","LOW"]
[null,"Obs550","HIGH","HIGH"]
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[null,"Obs556","LOW","LOW"]
[null,"Obs559","LOW","LOW"]
[null,"Obs560","HIGH","LOW"]
[null,"Obs564","LOW","LOW"]
[null,"Obs565","HIGH","LOW"]
[null,"Obs569","LOW","LOW"]
[null,"Obs570","HIGH","HIGH"]
[null,"Obs579","LOW","LOW"]
[null,"Obs580","HIGH","HIGH"]
[null,"Obs583","LOW","LOW"]
[null,"Obs585","HIGH","HIGH"]
[null,"Obs589","HIGH","LOW"]
[null,"Obs592","LOW","LOW"]
[null,"Obs594","LOW","HIGH"]
[null,"Obs595","LOW","HIGH"]
[null,"Obs597","HIGH","LOW"]
[null,"Obs600","LOW","LOW"]
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[null,"Obs640","HIGH","HIGH"]
[null,"Obs645","LOW","HIGH"]
[null,"Obs647","LOW","HIGH"]
[null,"Obs653","HIGH","HIGH"]
[null,"Obs655","HIGH","HIGH"]
[null,"Obs659","HIGH","HIGH"]
[null,"Obs662","LOW","HIGH"]
[null,"Obs666","LOW","HIGH"]
[null,"Obs667","HIGH","HIGH"]
[null,"Obs669","HIGH","HIGH"]
[null,"Obs672","LOW","HIGH"]
[null,"Obs676","HIGH","HIGH"]
[null,"Obs681","HIGH","HIGH"]
[null,"Obs683","LOW","HIGH"]
[null,"Obs686","HIGH","HIGH"]
[null,"Obs691","LOW","HIGH"]
[null,"Obs697","HIGH","HIGH"]
[null,"Obs700","HIGH","HIGH"]
[null,"Obs703","HIGH","HIGH"]
[null,"Obs706","HIGH","HIGH"]
[null,"Obs707","HIGH","HIGH"]
[null,"Obs712","HIGH","HIGH"]
[null,"Obs713","LOW","HIGH"]
[null,"Obs717","HIGH","HIGH"]
[null,"Obs720","HIGH","HIGH"]
[null,"Obs730","HIGH","HIGH"]
[null,"Obs731","HIGH","HIGH"]
[null,"Obs736","HIGH","HIGH"]
[null,"Obs739","HIGH","HIGH"]
[null,"Obs742","HIGH","HIGH"]
[null,"Obs746","HIGH","HIGH"]
[null,"Obs749","HIGH","HIGH"]
[null,"Obs750","LOW","HIGH"]
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[null,"Obs763","HIGH","HIGH"]
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[null,"Obs768","HIGH","HIGH"]
[null,"Obs772","HIGH","HIGH"]
[null,"Obs776","HIGH","HIGH"]
[null,"Obs779","HIGH","HIGH"]
[null,"Obs781","HIGH","HIGH"]
[null,"Obs785","HIGH","HIGH"]
[null,"Obs786","LOW","HIGH"]
[null,"Obs792","HIGH","HIGH"]
[null,"Obs793","HIGH","HIGH"]
[null,"Obs796","HIGH","HIGH"]
[null,"Obs798","HIGH","HIGH"]
[null,"Obs805","HIGH","HIGH"]
[null,"Obs806","LOW","HIGH"]
[null,"Obs810","HIGH","HIGH"]
[null,"Obs813","LOW","HIGH"]
[null,"Obs817","HIGH","LOW"]
[null,"Obs818","HIGH","HIGH"]
[null,"Obs822","HIGH","HIGH"]
[null,"Obs823","HIGH","HIGH"]
[null,"Obs826","HIGH","HIGH"]
[null,"Obs828","HIGH","HIGH"]
[null,"Obs831","HIGH","HIGH"]
[null,"Obs834","HIGH","HIGH"]
[null,"Obs837","HIGH","HIGH"]
[null,"Obs839","LOW","HIGH"]
[null,"Obs841","HIGH","HIGH"]
[null,"Obs844","HIGH","HIGH"]
[null,"Obs848","HIGH","HIGH"]
[null,"Obs851","HIGH","HIGH"]
[null,"Obs859","HIGH","HIGH"]
[null,"Obs860","LOW","HIGH"]
[null,"Obs867","HIGH","HIGH"]
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[null,"Obs871","HIGH","HIGH"]
[null,"Obs872","LOW","HIGH"]
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[null,"Obs1022","HIGH","HIGH"]
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[null,"Obs1062","LOW","LOW"]
[null,"Obs1063","HIGH","LOW"]
[null,"Obs1070","HIGH","LOW"]
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[null,"Obs1080","LOW","LOW"]
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[null,"Classification for the validation sample:"]
[]
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{"sheet":"SVM8","index":61,"n_rows":3619,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:27:20 / End time: 07/29/2023 at 13:27:38 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1511512748"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28486992321755017,2.1360754792882113E-2]
[null,"1165",1094,0,1094,0.3717763,0.6634042,0.42621777641681885,2.7638710393503633E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1271153201096891,6.5954096764991588E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2053555111517371,6.5202509490986368E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2562456180987207,6.3675685304630095E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2884047999085921,6.2288913754826113E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3067621297989036,6.1301216909163882E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3151789600548407,6.0711617019283216E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3157268298903095,6.0321352931142873E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.306152527056673,5.987637544552888E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2858346803473482,5.9357715971567131E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2584341544789768,5.8785615302178039E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2272523320840942,5.8088954841254557E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1939302183729434,5.7195770214871315E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1604288797074922,5.6109400503611573E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8173979933272391,8.0127956372452014E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8343709305301645,8.243402225211649E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8362169186471642,8.2425095268227888E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8262460898537496,8.0576364464538142E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8088107632541135,7.7701692055764437E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.7870757678244982,7.4587612829610198E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7622498837294329,7.1494698721256689E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7351614023765993,6.8705418780368538E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.70660638464351,6.6354740860037911E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7661795965265068,5.9480204378057573E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",514,514,46.983546617915906]
[null,"","LOW",580,580,53.016453382084094]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.40261249999999998,0.28553031276595742,2.2340389771718136E-2]
[null,"1165",470,0,470,0.36954720000000002,0.58655199999999996,0.42716224148936177,2.9281564413168173E-2]
[null,"1403",470,0,470,0.99743409999999999,1.5929438,1.1317105785106381,7.3423921233247424E-2]
[null,"1411.5",470,0,470,1.0754665000000001,1.6706795000000001,1.2098449727659575,7.2740957718320232E-2]
[null,"1420",470,0,470,1.1256914,1.7136446000000001,1.2604811244680865,7.1062222131927963E-2]
[null,"1428.5",470,0,470,1.1584684999999999,1.7367665999999999,1.2923790021276607,6.9487466497137496E-2]
[null,"1437",470,0,470,1.1778192999999999,1.748472,1.3105200565957442,6.8355942742302889E-2]
[null,"1445.5",470,0,470,1.1873448,1.7533439,1.318792599574468,6.7704802481179785E-2]
[null,"1454",470,0,470,1.1894269,1.7512528999999999,1.3192353774468084,6.7278578390592286E-2]
[null,"1462.5",470,0,470,1.1827030999999999,1.7392904,1.3095655770212766,6.6843937599183986E-2]
[null,"1471",470,0,470,1.1666679,1.7157524,1.2891623231914899,6.6341249109522618E-2]
[null,"1479.5",470,0,470,1.1442102999999999,1.684183,1.2616801202127661,6.5761399568363632E-2]
[null,"1488",470,0,470,1.1183422000000001,1.6473222999999999,1.2304200044680846,6.5017553885472409E-2]
[null,"1496.5",470,0,470,1.0888263,1.6058223,1.1970015744680853,6.4005003468558821E-2]
[null,"1505",470,0,470,1.0564914999999999,1.5626545000000001,1.1633868491489354,6.2737827039916511E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1340759,1.8179780872340427,7.9008380458479535E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1429162000000002,1.8345541191489365,8.0754933002607734E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1423665999999999,1.8363159395744679,8.0665809037587952E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1370486999999998,1.8264682538297869,7.9083597729656036E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1258743,1.8092209021276604,7.6705510219749931E-2]
[null,"1955.5",470,0,470,1.5989156,2.1132555000000002,1.7877763495744685,7.4241132045120228E-2]
[null,"1964",470,0,470,1.5788096,2.0999165,1.7632763734042569,7.1889133653648227E-2]
[null,"1972.5",470,0,470,1.5564198,2.0830019000000002,1.736490749148937,6.9848235299434708E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0672019000000001,1.7082503038297869,6.8270781468248817E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0547589999999998,1.767988012978722,6.1122241929682422E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",224,224,47.659574468085104]
[null,"","LOW",246,246,52.340425531914896]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-5.1488616018341329E-2]
[null,"Number of support vectors",871]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs8",1,100,0.27512999999999999,0.41347299999999998,1.1138504,1.1952635,1.2483329999999999,1.2821358,1.3015543000000001,1.3106063999999999,1.3115243999999999,1.3021634,1.2817618,1.2541059999999999,1.2224523,1.1885618,1.1543950000000001,1.7933893000000001,1.8084636000000001,1.8103293,1.8025705999999999,1.7881895999999999,1.7696388000000001,1.7475805,1.7229216999999999,1.6966435,1.7584341000000001]
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[null,"Obs10",1,100,0.2765784,0.41640319999999997,1.1041886999999999,1.1854187,1.2389444999999999,1.2730161,1.2927470000000001,1.3019803000000001,1.3031813999999999,1.2942047000000001,1.2744930999999999,1.2474586000000001,1.2165014999999999,1.1834283000000001,1.1502235000000001,1.788994,1.8040636999999999,1.8060613999999999,1.7977839,1.7829170999999999,1.7643006999999999,1.7422165000000001,1.717821,1.6909183999999999,1.7578497]
[null,"Obs12",1,100,0.31261929999999999,0.46889380000000003,1.2412295,1.3223828,1.3733647,1.4048787,1.4226312999999999,1.4308510000000001,1.4315142999999999,1.4220356000000001,1.4017287,1.3738915,1.3417790000000001,1.3068747999999999,1.2712595,1.8655185000000001,1.8782220999999999,1.8804959999999999,1.8730192999999999,1.8608372,1.846041,1.8284999,1.8087727,1.7878122000000001,1.8355638000000001]
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[null,"Obs16",-1,100,0.29568990000000001,0.4433241,1.1733658,1.2529466,1.3037278999999999,1.3355824999999999,1.3537418999999999,1.3620464999999999,1.3624579999999999,1.3528522999999999,1.3322843,1.3043317999999999,1.2725856,1.2384149,1.2036572000000001,1.8118832,1.824236,1.8258076000000001,1.8192216999999999,1.8075745000000001,1.7916841999999999,1.773223,1.7522584000000001,1.7295665,1.7899678999999999]
[null,"Obs17",-1,100,0.30589680000000002,0.45157320000000001,1.1761169,1.2567666,1.3087537,1.3416028,1.3603913000000001,1.3693432999999999,1.3703144,1.3612195,1.3411553000000001,1.3139122000000001,1.2826991999999999,1.248983,1.2145938999999999,1.8342358000000001,1.8485174,1.8505027999999999,1.842768,1.829089,1.8111713,1.7903792999999999,1.7677064,1.7433972,1.7975924000000001]
[null,"Obs18",-1,100,0.30304039999999999,0.45086090000000001,1.1995374000000001,1.2774407999999999,1.3265450999999999,1.3569616,1.3743974999999999,1.3825795999999999,1.3832266,1.3738148999999999,1.3535261000000001,1.3260649,1.2946343,1.2604991000000001,1.2254205,1.8234911,1.8366476,1.8388548,1.8312302,1.8186753,1.8025595999999999,1.783515,1.7631462,1.7409581999999999,1.7912661000000001]
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[null,"Obs20",-1,100,0.29055959999999997,0.43344660000000002,1.1520565,1.2328706,1.2853209999999999,1.3186469999999999,1.3378896,1.3471782999999999,1.3483495999999999,1.3391109999999999,1.3189301,1.2912904000000001,1.2594624999999999,1.2254609999999999,1.1911001000000001,1.8413428000000001,1.8578888,1.8603544999999999,1.8517002,1.8365088000000001,1.8160875000000001,1.7934304000000001,1.7677886,1.7407385,1.7936981000000001]
[null,"Obs23",1,100,0.32166860000000003,0.46523789999999998,1.2203301,1.3003623,1.350449,1.3814512000000001,1.3989929000000001,1.4068555,1.4069748,1.3967936999999999,1.3752899000000001,1.3463064,1.3129659,1.2768799,1.2401651,1.8474227999999999,1.8597347,1.8614236,1.8543388000000001,1.8422855,1.8271959,1.8088470999999999,1.7888118,1.7668358,1.8046382999999999]
[null,"Obs24",1,100,0.2966549,0.43368309999999999,1.1206414,1.1981809000000001,1.2481888999999999,1.2794951000000001,1.2974619000000001,1.3056942,1.3061726,1.296651,1.2764063000000001,1.2491445999999999,1.2181322999999999,1.1848052,1.1513153,1.7571523,1.7687989,1.7702173000000001,1.7633458,1.7508154,1.7347380999999999,1.7157016,1.6944303999999999,1.6714724000000001,1.7333057999999999]
[null,"Obs25",1,100,0.27710790000000002,0.40831010000000001,1.0758536000000001,1.1560459999999999,1.2089071,1.2428097,1.2624378999999999,1.2717077000000001,1.2726653000000001,1.2633467,1.2431501,1.2157507999999999,1.1844078,1.1509777999999999,1.1174345000000001,1.7616883999999999,1.7764167,1.7784025999999999,1.7706317,1.7559480999999999,1.7368811,1.7149182999999999,1.6900983000000001,1.6635803,1.7250852999999999]
[null,"Obs26",1,100,0.28114800000000001,0.4181898,1.1036471000000001,1.1832640000000001,1.2353156000000001,1.2685522,1.2878672,1.2969660999999999,1.2980429,1.2891577000000001,1.2696457999999999,1.242753,1.2118043000000001,1.1786616000000001,1.1453027,1.7579834000000001,1.7711519,1.7726306000000001,1.7658328999999999,1.7526577000000001,1.7360815000000001,1.7170285999999999,1.6947706,1.6707885,1.7280735]
[null,"Obs27",-1,100,0.30781269999999999,0.45461220000000002,1.1730421,1.2511059,1.3012509000000001,1.3327348999999999,1.3506184999999999,1.3589028000000001,1.3595743,1.3506073000000001,1.3310234999999999,1.304306,1.2738589,1.2407849,1.2071961,1.7996106000000001,1.8124301,1.8137413,1.8069042,1.7939887000000001,1.7776073999999999,1.7587371000000001,1.7379154000000001,1.7152400000000001,1.7759290000000001]
[null,"Obs28",-1,100,0.29614790000000002,0.44371559999999999,1.1573135000000001,1.2387832000000001,1.2922193,1.3263123000000001,1.3461801,1.3556168,1.3568578,1.3480008000000001,1.3282295,1.3013158,1.2703199000000001,1.2371458,1.2037108999999999,1.8244658,1.8383255000000001,1.8407458000000001,1.8337725,1.8196918,1.8031355,1.7825545,1.7599231,1.7355179999999999,1.8065335]
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[null,"Obs41",-1,100,0.27647749999999999,0.41485909999999998,1.0871284000000001,1.1683999,1.2223687999999999,1.2569952,1.2770097,1.2864755000000001,1.2877246,1.2788417000000001,1.2592137999999999,1.2322911000000001,1.2016505,1.1689137000000001,1.1362181,1.7744458000000001,1.7897780000000001,1.7919746999999999,1.7837814000000001,1.7691441999999999,1.7505027,1.7286766,1.703524,1.6765801,1.7527853]
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[null,"Obs1480",-1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1481",-1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
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[null,"Obs1484",-1,100,0.28345609999999999,0.42785640000000003,1.1500564,1.2291601000000001,1.2810425000000001,1.3142467,1.3334446,1.3423898999999999,1.3431997,1.3334374,1.3127215000000001,1.2847967,1.2528684999999999,1.2187511,1.1843783999999999,1.8913081,1.9119132999999999,1.9152275000000001,1.9040262999999999,1.8833394000000001,1.858155,1.8291405000000001,1.7983602000000001,1.7665766000000001,1.8277292999999999]
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[null,"Obs1489",-1,100,0.2658104,0.40721960000000001,1.0937581000000001,1.1725117,1.2244272,1.2574825000000001,1.2764418,1.2852600999999999,1.2862349,1.2770876,1.2575953,1.2309018,1.2004094000000001,1.1680675,1.1356040000000001,1.7902910999999999,1.8073946999999999,1.8095045000000001,1.7993313,1.7817723999999999,1.7601882,1.7350384999999999,1.707889,1.6789533999999999,1.7434984]
[null,"Obs1499",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[null,"Obs1506",-1,100,0.2563126,0.3942329,1.0960671,1.1799343,1.2358323,1.2719383,1.2930428,1.3031561,1.3043342,1.2943811000000001,1.2727478999999999,1.2435742999999999,1.2105231000000001,1.1753225,1.1401570999999999,1.892763,1.9137886,1.9168027999999999,1.9061948,1.8849676,1.8581672,1.8286779,1.7954322,1.7603477000000001,1.8159647000000001]
[null,"Obs1509",-1,100,0.24965209999999999,0.38050109999999998,1.0398236999999999,1.1208986000000001,1.1752347999999999,1.2102417000000001,1.2307056000000001,1.2403375999999999,1.2415301999999999,1.2321806,1.2117969,1.1840710999999999,1.1528548999999999,1.1196089,1.0866022,1.7845192999999999,1.8026873000000001,1.8051090000000001,1.7952912999999999,1.7767116000000001,1.7530459,1.7265763999999999,1.6968202999999999,1.665378,1.7300211000000001]
[null,"Obs1510",-1,100,0.27297680000000002,0.4165218,1.1420688999999999,1.2233109,1.2765378999999999,1.3107167,1.3304034,1.3398067,1.3406655000000001,1.3309367000000001,1.3098223,1.2812726000000001,1.2488294,1.2141587,1.1790928000000001,1.8807267999999999,1.8995763000000001,1.9020109000000001,1.8916388,1.8740239000000001,1.8503388000000001,1.8233969999999999,1.7939748,1.7631403999999999,1.8155047]
[null,"Obs1512",1,100,0.26131179999999998,0.39700960000000002,1.0869063000000001,1.1691343999999999,1.2233514999999999,1.2578993000000001,1.2776407000000001,1.2868915999999999,1.2878480000000001,1.2784811,1.2579075,1.2301564,1.1986578999999999,1.1650647999999999,1.1314196999999999,1.8006388,1.8160963999999999,1.8180012999999999,1.8093234,1.7935821000000001,1.7733372000000001,1.7499298999999999,1.72454,1.6965935000000001,1.7635605000000001]
[null,"Obs1515",-1,100,0.2563086,0.39042759999999999,1.0645046,1.1458305,1.2007612999999999,1.2366287,1.2575835,1.2674299,1.2686299999999999,1.2588727,1.2376163,1.2089479999999999,1.1766075,1.142471,1.108476,1.8904293999999999,1.9170023,1.9212369,1.9064667,1.8818043,1.8505719,1.8150127,1.7768181999999999,1.7371132,1.8024001999999999]
[null,"Obs1517",-1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1518",-1,100,0.24093400000000001,0.37279610000000002,1.0438219,1.1280317,1.1851674000000001,1.2225151000000001,1.2444329000000001,1.2548527,1.2561484999999999,1.2462502,1.2246950000000001,1.1956122,1.1626722,1.1280056999999999,1.0935722999999999,1.8968744,1.9224243000000001,1.9263431,1.9122561,1.8875834,1.8555562000000001,1.8192972000000001,1.7810965000000001,1.740821,1.8058145999999999]
[null,"Obs1520",-1,100,0.25326199999999999,0.38607449999999999,1.079277,1.1647160999999999,1.2221592999999999,1.2594924999999999,1.2811847000000001,1.2914006,1.2924272000000001,1.2821445,1.2599776,1.2301017999999999,1.1964224999999999,1.1609062000000001,1.1255504000000001,1.9145639999999999,1.9381809999999999,1.9408424,1.9281501999999999,1.9053165000000001,1.8762335999999999,1.8429282,1.8068637000000001,1.7684582,1.8277540000000001]
[null,"Obs1521",-1,100,0.24974099999999999,0.38401960000000002,1.0623381000000001,1.1447319,1.1997176000000001,1.2351932999999999,1.2557528,1.2653466,1.266438,1.2565343,1.2354153000000001,1.2069814999999999,1.1747620000000001,1.1407052,1.106703,1.8442046999999999,1.8646115000000001,1.8677511,1.8565027000000001,1.8352447000000001,1.8088572000000001,1.7787199,1.7461727,1.7119740000000001,1.7784709000000001]
[null,"Obs1523",-1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1524",-1,100,0.28182570000000001,0.42741630000000003,1.1454188000000001,1.2242137,1.2757099000000001,1.3083737,1.3272200999999999,1.3359312999999999,1.3366918999999999,1.3271111,1.3066902,1.2790938999999999,1.2476151,1.2139888999999999,1.1799392,1.8557956,1.8747054000000001,1.8769954,1.8664293000000001,1.8476343,1.8254721,1.7995327999999999,1.7709656,1.7409479999999999,1.8011892]
[null,"Obs1525",-1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1526",-1,100,0.25454640000000001,0.38958029999999999,1.0742583000000001,1.1558938999999999,1.2101601,1.244907,1.2649296999999999,1.2742351999999999,1.2751127,1.2651945,1.2441518,1.2157354,1.1835566,1.1494601,1.1153959,1.8269711,1.8465800000000001,1.8484917000000001,1.8371534,1.8185880000000001,1.7944774999999999,1.7665534000000001,1.7354919,1.7029935,1.7733908]
[null,"Obs1527",-1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1528",-1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
[null,"Obs1529",-1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1530",-1,100,0.2769915,0.4254213,1.1767707000000001,1.2589436000000001,1.3127770000000001,1.3471898,1.3670880999999999,1.3763745999999999,1.3771751999999999,1.3670165999999999,1.3452233,1.3157216,1.2821549999999999,1.2461199999999999,1.2099797999999999,1.9634050999999999,1.9858533,1.9888996999999999,1.976059,1.9536830000000001,1.9260466999999999,1.8947756,1.8607205,1.8264103,1.8698745000000001]
[null,"Obs1533",-1,100,0.2616734,0.39607550000000002,1.0638369000000001,1.1434641000000001,1.1963391000000001,1.2303991000000001,1.250067,1.2591767,1.2601262,1.2507591,1.2304527999999999,1.2031830999999999,1.1722466,1.1393287000000001,1.1065574,1.8020126000000001,1.8212595,1.8234357999999999,1.8123028000000001,1.7932570999999999,1.7683049,1.7403516999999999,1.7098258,1.6779423,1.7421310999999999]
[null,"Obs1545",1,100,0.26164100000000001,0.3952427,1.0209697,1.0965852,1.1481858,1.1825897999999999,1.2035666,1.2143792,1.2170557,1.2100993,1.1932328999999999,1.1695768,1.1421939999999999,1.1126355000000001,1.0828496000000001,1.6613055000000001,1.6778896999999999,1.6812199000000001,1.6742349000000001,1.6603270000000001,1.6429071,1.6221532999999999,1.5993655,1.5749310000000001,1.6314671000000001]
[null,"Obs1550",1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[null,"Obs1558",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",298,216,514,57.976653696498062]
[null,"Other classes",161,419,580,72.241379310344826]
[null,"Total",459,635,1094,65.539305301645328]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[null,"HIGH",140,84,224,62.5]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Precision",0.64923747276688448,0.63926940639269403]
[null,"Specificity",0.72241379310344822,0.67886178861788615]
[null,"Prevalence",0.46983546617915906,0.47659574468085109]
[null,"AUC",0.5,0.69891477932636492]
[]
[null,"Positive class","LOW"]
[null,"Number of observations in the training set",1094]
[]
[null,"List of support vectors (LOW versus the others):"]
[null,"Obs1",-1,100,0.28359259999999997,0.42650339999999998,1.1296672000000001,1.2123579,1.2663901,1.3006603000000001,1.3203670999999999,1.3293649000000001,1.3302238,1.3205842000000001,1.2997871999999999,1.2715063,1.2393006,1.2050155,1.1706677999999999,1.8305640999999999,1.8466864999999999,1.8483738999999999,1.8394790000000001,1.8239259999999999,1.8035433999999999,1.7805692,1.7543472,1.7265073,1.7823154999999999]
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[null,"Obs1528",1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
[null,"Obs1530",1,100,0.2769915,0.4254213,1.1767707000000001,1.2589436000000001,1.3127770000000001,1.3471898,1.3670880999999999,1.3763745999999999,1.3771751999999999,1.3670165999999999,1.3452233,1.3157216,1.2821549999999999,1.2461199999999999,1.2099797999999999,1.9634050999999999,1.9858533,1.9888996999999999,1.976059,1.9536830000000001,1.9260466999999999,1.8947756,1.8607205,1.8264103,1.8698745000000001]
[null,"Obs1550",-1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[]
[]
[null,"Other classes",215,299,514,58.17120622568094]
[null,"Total",634,460,1094,65.630712979890319]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[null,"LOW",167,79,246,67.886178861788622]
[null,"Total",251,219,470,65.319148936170208]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Accuracy",0.65630712979890315,0.65319148936170213]
[null,"Precision",0.66088328075709779,0.66533864541832666]
[null,"F-score",0.69028006589785829,0.67203219315895368]
[null,"Prevalence",0.53016453382084094,0.52340425531914891]
[null,"AUC",0.5,0.6990236643437876]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",299,215,514,58.17120622568094]
[]
[null,"Confusion matrix for the validation sample:"]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"Total",219,251,470,65.319148936170208]
[null,"Global performance metrics:"]
[null,null,"Training set","Validation set"]
[null,"Cohen's kappa",0.30595468687782201,0.30416537993424037]
[null,"Number of observations",1094,470]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[]
[]
[null,"HIGH",0.625,0.63926940639269403,0.6320541760722348,0.67886178861788615,0.30423469139910148]
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[]
[]
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{"sheet":"SVM7","index":63,"n_rows":3601,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:26:34 / End time: 07/29/2023 at 13:26:58 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1062405126"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28494961590493612,2.1518457195673562E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42626743043875687,2.7921988938284081E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1273501483546611,6.7664646695551847E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2055449368372937,6.6989618197518086E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2563869746800738,6.5477974791031526E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2885027085009133,6.4076144108198868E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3068168820840944,6.3065485634171206E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3152046762340039,6.2466284840357524E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3157279694698367,6.2055944666512985E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.306135731170019,6.1590633064448973E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2858013281535656,6.1034763565337227E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2583849212065819,6.041320721956852E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2271954009140753,5.9665048173586407E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1938698345521037,5.8703393179483344E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1603664489945165,5.7541743246845772E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8183199986288854,8.0613834552899277E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8353493129798921,8.277619634201891E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8371769898537471,8.2725542906869981E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8271461042047534,8.094676462387404E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8095909141681914,7.8194335588672018E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7877419671846444,7.5219410510313167E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7627987320840954,7.2294281165413102E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7356061493601458,6.967076210886701E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7069495244058512,6.7475844667820944E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7667395718464365,6.0566964869419065E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",522,522,47.714808043875685]
[null,"","LOW",572,572,52.285191956124315]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.4053486,0.28534481531914879,2.1989317973189471E-2]
[null,"1165",470,0,470,0.37279610000000002,0.58548310000000003,0.4270466638297874,2.865187101723524E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5148330999999999,1.1311639782978726,6.9735342266851519E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.5825511999999999,1.2094040542553195,6.8879436706139954E-2]
[null,"1420",470,0,470,1.1153899,1.6284947000000001,1.2601520944680846,6.7156562594098621E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.6568811999999999,1.2921511042553178,6.5604289837639856E-2]
[null,"1437",470,0,470,1.1711366999999999,1.6728926,1.3103926119148923,6.4514525438737563E-2]
[null,"1445.5",470,0,470,1.1813072,1.6803224000000001,1.3187327410638294,6.3880083808733695E-2]
[null,"1454",470,0,470,1.1833969,1.6807863999999999,1.319232724893618,6.3495840181202939E-2]
[null,"1462.5",470,0,470,1.1762925,1.6707983,1.3096046721276593,6.3107640326691278E-2]
[null,"1471",470,0,470,1.1590898999999999,1.6500328,1.2892399557446821,6.2690507946839391E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6213843999999999,1.2617947185106386,6.2222710984734322E-2]
[null,"1488",470,0,470,1.1077482999999999,1.5879083000000001,1.2305525208510661,6.1594618970953877E-2]
[null,"1496.5",470,0,470,1.078436,1.5504826,1.1971421274468088,6.0733311614214587E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5111136000000001,1.1635321665957448,5.9630266751902472E-2]
[null,"1913",470,0,470,1.6411487,2.1057758,1.8158319727659573,7.7821638034004978E-2]
[null,"1921.5",470,0,470,1.656247,2.1175404000000002,1.8322767778723399,7.9893810739494045E-2]
[null,"1930",470,0,470,1.6588341,2.1198926,1.8340812206382964,7.9903846572696613E-2]
[null,"1938.5",470,0,470,1.6519668999999999,2.1138697,1.8243733268085105,7.8162853444982444E-2]
[null,"1947",470,0,470,1.6384848000000001,2.1001484000000001,1.8074049763829778,7.5508405585065566E-2]
[null,"1955.5",470,0,470,1.6216934999999999,2.0851525999999998,1.7862256642553183,7.2731715482417622E-2]
[null,"1964",470,0,470,1.6021426000000001,2.0674646000000001,1.7619988412765957,7.000284632882435E-2]
[null,"1972.5",470,0,470,1.5804285,2.0469279,1.735455529574468,6.7592090441284239E-2]
[null,"1981",470,0,470,1.5558934,2.0260672999999998,1.7074515912765964,6.5673093519248521E-2]
[null,"2491",470,0,470,1.6219298,2.0119349999999998,1.766684581063829,5.8601852786299834E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",216,216,45.957446808510639]
[null,"","LOW",254,254,54.042553191489361]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-0.56243819855686361]
[null,"Number of support vectors",862]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs8",1,100,0.27512999999999999,0.41347299999999998,1.1138504,1.1952635,1.2483329999999999,1.2821358,1.3015543000000001,1.3106063999999999,1.3115243999999999,1.3021634,1.2817618,1.2541059999999999,1.2224523,1.1885618,1.1543950000000001,1.7933893000000001,1.8084636000000001,1.8103293,1.8025705999999999,1.7881895999999999,1.7696388000000001,1.7475805,1.7229216999999999,1.6966435,1.7584341000000001]
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[null,"Obs26",1,100,0.28114800000000001,0.4181898,1.1036471000000001,1.1832640000000001,1.2353156000000001,1.2685522,1.2878672,1.2969660999999999,1.2980429,1.2891577000000001,1.2696457999999999,1.242753,1.2118043000000001,1.1786616000000001,1.1453027,1.7579834000000001,1.7711519,1.7726306000000001,1.7658328999999999,1.7526577000000001,1.7360815000000001,1.7170285999999999,1.6947706,1.6707885,1.7280735]
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[null,"Obs1510",-1,100,0.27297680000000002,0.4165218,1.1420688999999999,1.2233109,1.2765378999999999,1.3107167,1.3304034,1.3398067,1.3406655000000001,1.3309367000000001,1.3098223,1.2812726000000001,1.2488294,1.2141587,1.1790928000000001,1.8807267999999999,1.8995763000000001,1.9020109000000001,1.8916388,1.8740239000000001,1.8503388000000001,1.8233969999999999,1.7939748,1.7631403999999999,1.8155047]
[null,"Obs1511",1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1512",1,100,0.26131179999999998,0.39700960000000002,1.0869063000000001,1.1691343999999999,1.2233514999999999,1.2578993000000001,1.2776407000000001,1.2868915999999999,1.2878480000000001,1.2784811,1.2579075,1.2301564,1.1986578999999999,1.1650647999999999,1.1314196999999999,1.8006388,1.8160963999999999,1.8180012999999999,1.8093234,1.7935821000000001,1.7733372000000001,1.7499298999999999,1.72454,1.6965935000000001,1.7635605000000001]
[null,"Obs1514",-1,100,0.24484059999999999,0.3753705,1.0419864999999999,1.1236254999999999,1.178901,1.2148513999999999,1.2358210000000001,1.2458829,1.2469764000000001,1.2369787000000001,1.2154571999999999,1.1866585000000001,1.1539865,1.1195364000000001,1.0854074,1.8764012000000001,1.9026164000000001,1.9064226,1.8921365999999999,1.8673481000000001,1.8351196999999999,1.7991679,1.7606363,1.7208334999999999,1.7770295]
[null,"Obs1515",-1,100,0.2563086,0.39042759999999999,1.0645046,1.1458305,1.2007612999999999,1.2366287,1.2575835,1.2674299,1.2686299999999999,1.2588727,1.2376163,1.2089479999999999,1.1766075,1.142471,1.108476,1.8904293999999999,1.9170023,1.9212369,1.9064667,1.8818043,1.8505719,1.8150127,1.7768181999999999,1.7371132,1.8024001999999999]
[null,"Obs1516",-1,100,0.26833859999999998,0.40677750000000001,1.117969,1.198537,1.2511854,1.2845089000000001,1.3036989999999999,1.3125951,1.3132225,1.3032664,1.2821716000000001,1.2537383,1.2213651000000001,1.1867912,1.1520219,1.8358011000000001,1.8523734999999999,1.8541683,1.8450937999999999,1.8279428,1.8052911,1.7800902999999999,1.752651,1.723671,1.7794768999999999]
[null,"Obs1520",-1,100,0.25326199999999999,0.38607449999999999,1.079277,1.1647160999999999,1.2221592999999999,1.2594924999999999,1.2811847000000001,1.2914006,1.2924272000000001,1.2821445,1.2599776,1.2301017999999999,1.1964224999999999,1.1609062000000001,1.1255504000000001,1.9145639999999999,1.9381809999999999,1.9408424,1.9281501999999999,1.9053165000000001,1.8762335999999999,1.8429282,1.8068637000000001,1.7684582,1.8277540000000001]
[null,"Obs1522",-1,100,0.26747500000000002,0.40631489999999998,1.0977152999999999,1.1788911,1.233717,1.2694399000000001,1.2903359999999999,1.3001809,1.3013045000000001,1.2915947000000001,1.2703120000000001,1.2416959999999999,1.209325,1.1750050000000001,1.1408037,1.9222288000000001,1.9482808,1.9517087,1.937263,1.9115188000000001,1.8803163000000001,1.8447530000000001,1.8066508999999999,1.7671729,1.8321018]
[null,"Obs1523",-1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1524",-1,100,0.28182570000000001,0.42741630000000003,1.1454188000000001,1.2242137,1.2757099000000001,1.3083737,1.3272200999999999,1.3359312999999999,1.3366918999999999,1.3271111,1.3066902,1.2790938999999999,1.2476151,1.2139888999999999,1.1799392,1.8557956,1.8747054000000001,1.8769954,1.8664293000000001,1.8476343,1.8254721,1.7995327999999999,1.7709656,1.7409479999999999,1.8011892]
[null,"Obs1525",-1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1527",-1,100,0.26257469999999999,0.40042280000000002,1.0937332,1.1738933,1.2274293999999999,1.2621431000000001,1.2823913,1.2918323,1.2925361,1.2822218999999999,1.2605812999999999,1.2314366000000001,1.1985574999999999,1.1636801999999999,1.1288685000000001,1.9096580999999999,1.9349459,1.938035,1.9241427,1.8994484,1.8675835999999999,1.8318899,1.7944347,1.7558883000000001,1.8124750000000001]
[null,"Obs1528",-1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
[null,"Obs1529",-1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1532",-1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1533",-1,100,0.2616734,0.39607550000000002,1.0638369000000001,1.1434641000000001,1.1963391000000001,1.2303991000000001,1.250067,1.2591767,1.2601262,1.2507591,1.2304527999999999,1.2031830999999999,1.1722466,1.1393287000000001,1.1065574,1.8020126000000001,1.8212595,1.8234357999999999,1.8123028000000001,1.7932570999999999,1.7683049,1.7403516999999999,1.7098258,1.6779423,1.7421310999999999]
[null,"Obs1536",-1,100,0.2658104,0.40721960000000001,1.0937581000000001,1.1725117,1.2244272,1.2574825000000001,1.2764418,1.2852600999999999,1.2862349,1.2770876,1.2575953,1.2309018,1.2004094000000001,1.1680675,1.1356040000000001,1.7902910999999999,1.8073946999999999,1.8095045000000001,1.7993313,1.7817723999999999,1.7601882,1.7350384999999999,1.707889,1.6789533999999999,1.7434984]
[null,"Obs1545",1,100,0.26164100000000001,0.3952427,1.0209697,1.0965852,1.1481858,1.1825897999999999,1.2035666,1.2143792,1.2170557,1.2100993,1.1932328999999999,1.1695768,1.1421939999999999,1.1126355000000001,1.0828496000000001,1.6613055000000001,1.6778896999999999,1.6812199000000001,1.6742349000000001,1.6603270000000001,1.6429071,1.6221532999999999,1.5993655,1.5749310000000001,1.6314671000000001]
[null,"Obs1550",1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[null,"Obs1558",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",310,212,522,59.38697318007663]
[null,"Other classes",164,408,572,71.328671328671334]
[null,"Total",474,620,1094,65.630712979890319]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"HIGH",122,94,216,56.481481481481474]
[null,"Other classes",76,178,254,70.078740157480311]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Performance metrics (HIGH versus the others):"]
[null,"Statistic","Training set","Validation set"]
[null,"Accuracy",0.65630712979890315,0.63829787234042556]
[null,"Recall",0.5938697318007663,0.56481481481481477]
[null,"FPR",0.28671328671328666,0.29921259842519687]
[null,"NER",0.52285191956124311,0.54042553191489362]
[]
[]
[null,"Bias",0.63489825086971496]
[]
[]
[]
[null,"Obs2",1,100,0.35108159999999999,0.5192156,1.2989504000000001,1.3691390999999999,1.4135343,1.4417384,1.4583543999999999,1.4661322999999999,1.4670452,1.4588338000000001,1.4406284,1.4155864,1.38649,1.3544881,1.3217714,1.9545227000000001,1.9759781000000001,1.9798230999999999,1.9691513,1.9491590000000001,1.9245893000000001,1.8972635,1.8685281,1.8387737,1.8724607]
[null,"Obs8",-1,100,0.27512999999999999,0.41347299999999998,1.1138504,1.1952635,1.2483329999999999,1.2821358,1.3015543000000001,1.3106063999999999,1.3115243999999999,1.3021634,1.2817618,1.2541059999999999,1.2224523,1.1885618,1.1543950000000001,1.7933893000000001,1.8084636000000001,1.8103293,1.8025705999999999,1.7881895999999999,1.7696388000000001,1.7475805,1.7229216999999999,1.6966435,1.7584341000000001]
[null,"Obs10",-1,100,0.2765784,0.41640319999999997,1.1041886999999999,1.1854187,1.2389444999999999,1.2730161,1.2927470000000001,1.3019803000000001,1.3031813999999999,1.2942047000000001,1.2744930999999999,1.2474586000000001,1.2165014999999999,1.1834283000000001,1.1502235000000001,1.788994,1.8040636999999999,1.8060613999999999,1.7977839,1.7829170999999999,1.7643006999999999,1.7422165000000001,1.717821,1.6909183999999999,1.7578497]
[null,"Obs13",1,100,0.28820970000000001,0.43236210000000003,1.1402736,1.2186357999999999,1.2696295,1.3020654,1.3208675000000001,1.3298152999999999,1.3308719,1.322047,1.302516,1.2757292,1.2450190000000001,1.2120249999999999,1.1785517999999999,1.8235661999999999,1.8420885,1.8448477999999999,1.8357006,1.8182118,1.7964008,1.7713721,1.744081,1.7158538000000001,1.7658857999999999]
[null,"Obs15",1,100,0.29189470000000001,0.43313190000000001,1.1323768000000001,1.2140181999999999,1.2674371,1.3014627000000001,1.3211622999999999,1.3304777999999999,1.3315762,1.3223096000000001,1.3019544000000001,1.2741716999999999,1.2426018000000001,1.2086760999999999,1.1745855999999999,1.8293302,1.8453968999999999,1.8470826,1.8387871,1.8232786999999999,1.8032444000000001,1.7801651999999999,1.7550914,1.7277178,1.7864587999999999]
[null,"Obs21",-1,100,0.28898380000000001,0.42616199999999999,1.1174628,1.1990095000000001,1.2525904000000001,1.2866390999999999,1.3062320000000001,1.3153143,1.3163334,1.3071431,1.2870337999999999,1.2596786,1.2286073,1.1954125,1.1620246999999999,1.7955380999999999,1.8087019,1.8096082,1.8021544,1.7880681,1.7706255,1.7496361,1.7262697,1.7003727,1.7705592000000001]
[null,"Obs22",1,100,0.26755950000000001,0.4016458,1.0601676,1.1396402000000001,1.1924428,1.2261801000000001,1.2456094,1.2545356999999999,1.2555982999999999,1.2468256,1.2274480000000001,1.2011982999999999,1.1712855,1.1395272000000001,1.1075771999999999,1.7338770999999999,1.7487921,1.7508497999999999,1.7425898,1.7279511999999999,1.7092384,1.686923,1.6624448000000001,1.6356012,1.715158]
[null,"Obs28",1,100,0.29614790000000002,0.44371559999999999,1.1573135000000001,1.2387832000000001,1.2922193,1.3263123000000001,1.3461801,1.3556168,1.3568578,1.3480008000000001,1.3282295,1.3013158,1.2703199000000001,1.2371458,1.2037108999999999,1.8244658,1.8383255000000001,1.8407458000000001,1.8337725,1.8196918,1.8031355,1.7825545,1.7599231,1.7355179999999999,1.8065335]
[null,"Obs29",1,100,0.29269869999999998,0.43365550000000003,1.1196219999999999,1.1991179999999999,1.2512566000000001,1.2843837,1.3034760999999999,1.3124948999999999,1.313604,1.3047411,1.2852247999999999,1.2586622999999999,1.2283887,1.1957872000000001,1.1629096000000001,1.7664405999999999,1.7800716999999999,1.7820905,1.7754779999999999,1.7623385,1.7457042,1.7260717000000001,1.7045416,1.6811700999999999,1.742516]
[null,"Obs37",1,100,0.29524509999999998,0.44018469999999998,1.1634511999999999,1.2444409000000001,1.2967081,1.3297061999999999,1.3487838999999999,1.3577197000000001,1.3586396000000001,1.3492059000000001,1.3286681,1.3008914,1.2690881000000001,1.2348292999999999,1.2000637000000001,1.8252816999999999,1.8391649999999999,1.8413067000000001,1.8334798999999999,1.8202012000000001,1.8028959,1.7829561,1.7598208,1.7349946000000001,1.7907272999999999]
[null,"Obs39",-1,100,0.27138079999999998,0.40895900000000002,1.1015941,1.1854941999999999,1.2412612000000001,1.2770927000000001,1.2980126000000001,1.3079525000000001,1.3094664,1.3004102,1.2801689999999999,1.2524462000000001,1.2207087999999999,1.1867951000000001,1.1524662000000001,1.803291,1.8197656,1.8212584000000001,1.8134979,1.7987517,1.7801795,1.7578768,1.7333647999999999,1.706844,1.7734700000000001]
[null,"Obs42",-1,100,0.28133249999999999,0.423259,1.1390861999999999,1.2213783,1.2748493999999999,1.3087337000000001,1.3284686999999999,1.3376798999999999,1.3387065,1.3292657000000001,1.3087133,1.2806709000000001,1.2484527999999999,1.2139323,1.1790560000000001,1.8134532000000001,1.8290792,1.8314467999999999,1.8233752000000001,1.8089857,1.7911406999999999,1.770443,1.7465660999999999,1.7213605999999999,1.7779495999999999]
[null,"Obs44",-1,100,0.29020970000000001,0.43384220000000001,1.1301947000000001,1.2090129000000001,1.2616014,1.2958441999999999,1.3159349,1.3256245,1.327107,1.31839,1.2989284000000001,1.2721846000000001,1.2414635000000001,1.2085775999999999,1.1754361,1.8694736999999999,1.8925148000000001,1.8960713,1.8846917999999999,1.8631274,1.8368419,1.8068632,1.7747968000000001,1.7407984000000001,1.8036478]
[null,"Obs48",1,100,0.2723681,0.40983439999999999,1.0855705,1.1645094,1.2164907,1.2497357,1.2690687,1.2782955,1.27946,1.2706778999999999,1.2509953,1.2243424999999999,1.1940002000000001,1.1614404,1.1285977,1.7616982000000001,1.7777293000000001,1.7805358,1.7722549000000001,1.7569284000000001,1.7371308999999999,1.7147181,1.6890590000000001,1.6625977999999999,1.7164486999999999]
[null,"Obs50",1,100,0.31557469999999999,0.46769319999999998,1.2300234000000001,1.3098574000000001,1.360698,1.39262,1.4111227,1.4198922,1.4207828,1.4114789999999999,1.3911411,1.3633857,1.3313257000000001,1.2964233000000001,1.2609295,1.8976804,1.9148278999999999,1.9183128,1.9097843999999999,1.8936630000000001,1.873516,1.8499391999999999,1.8242445,1.7977723999999999,1.8365699]
[null,"Obs56",1,100,0.27531919999999999,0.41550199999999998,1.1041691,1.1867447,1.2416590000000001,1.2769703999999999,1.2975762,1.3076867000000001,1.3092618,1.3002591999999999,1.2803087,1.2529687,1.2214427999999999,1.1877819999999999,1.1539997,1.8255603,1.8440357000000001,1.8469239,1.8377649,1.8201225999999999,1.7986416999999999,1.7738248000000001,1.745954,1.7161786999999999,1.7768534]
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[null,"Obs1433",-1,100,0.27631119999999998,0.41536149999999999,1.0952499,1.1730149999999999,1.2240397999999999,1.2565112000000001,1.2754604,1.2844783,1.2856167999999999,1.2768303000000001,1.2575717,1.2312358999999999,1.2011358999999999,1.1687554,1.1362331999999999,1.7563274,1.7712383,1.7736211,1.7659431000000001,1.7517750999999999,1.7338408000000001,1.7134480000000001,1.6900195,1.6646023999999999,1.7216610999999999]
[null,"Obs1434",-1,100,0.27637620000000002,0.41618650000000001,1.0763562,1.1525266999999999,1.202798,1.2351378,1.2540032999999999,1.2631044,1.2645651,1.2566436999999999,1.2386583,1.2139652000000001,1.1854548,1.1549627,1.1241369000000001,1.7202253000000001,1.7352924000000001,1.7382202,1.7304021000000001,1.7158962,1.6980375000000001,1.6773252000000001,1.653975,1.6294652999999999,1.6928974000000001]
[null,"Obs1442",1,100,0.29589460000000001,0.44554290000000002,1.1342797,1.2067897000000001,1.2537176999999999,1.2835745000000001,1.3010808,1.3095006,1.3108419,1.3031234,1.2857639000000001,1.2618343000000001,1.2340994000000001,1.2041069,1.1736956000000001,1.7383492,1.7527515,1.7551650000000001,1.7475809,1.7341354,1.7171909000000001,1.6974168000000001,1.6755971999999999,1.6529151,1.7100757]
[null,"Obs1444",1,100,0.26241389999999998,0.39685379999999998,1.066432,1.147629,1.2017606000000001,1.2365618,1.2567759000000001,1.2665008,1.2678242,1.2591270000000001,1.2397879000000001,1.2131778,1.1827449000000001,1.1501513000000001,1.1174415,1.7613782,1.7770680000000001,1.7795772999999999,1.7717178,1.7569269999999999,1.7378279000000001,1.7153940000000001,1.690286,1.6635739,1.7350435]
[null,"Obs1448",1,100,0.259268,0.38978030000000002,1.0240469000000001,1.1015353000000001,1.1532575,1.1866487999999999,1.206207,1.2155324999999999,1.2170783000000001,1.2089422000000001,1.1905482999999999,1.1651322,1.1363311,1.1055999999999999,1.0748053,1.6936841,1.7084218,1.7105409,1.7030194999999999,1.6888669000000001,1.6710739999999999,1.6498637,1.6259292000000001,1.6001601000000001,1.6744186000000001]
[null,"Obs1449",1,100,0.27028930000000001,0.40559089999999998,1.0617002,1.1398458,1.1915712000000001,1.2247068999999999,1.2440348000000001,1.2533524,1.2547948,1.2465676000000001,1.2280306000000001,1.2025543000000001,1.1732967999999999,1.1418869,1.1104563000000001,1.7203771999999999,1.7345280999999999,1.736639,1.7298818,1.7162558999999999,1.6990054000000001,1.6791015,1.6561005,1.6314721000000001,1.7005007999999999]
[null,"Obs1453",-1,100,0.2873713,0.43551260000000003,1.1523142,1.230728,1.282076,1.3148515999999999,1.3340726000000001,1.3433701,1.3449435999999999,1.3366612,1.3179592,1.2921214000000001,1.2621144,1.2297480999999999,1.1968399000000001,1.8314471999999999,1.8488373,1.8519498999999999,1.8432048999999999,1.8279409,1.8078573,1.7846911000000001,1.7590570000000001,1.7322795,1.7838206999999999]
[null,"Obs1455",-1,100,0.27099279999999998,0.41045359999999997,1.0416320999999999,1.114401,1.162636,1.1934819999999999,1.2114050000000001,1.2201065,1.2216722,1.214663,1.1984212000000001,1.1758176,1.1497424999999999,1.1217834,1.0937169,1.6353717000000001,1.6491547,1.6510549000000001,1.6443964,1.6316877999999999,1.6157933,1.5971664000000001,1.5767682000000001,1.5546857999999999,1.6254265000000001]
[null,"Obs1461",1,100,0.2675961,0.405584,1.1038446,1.1864749999999999,1.2421795,1.2783506,1.299498,1.3096732,1.3109951,1.3010991999999999,1.2795744,1.2503214,1.2172734999999999,1.1822543000000001,1.1473450999999999,1.9254230999999999,1.9510381000000001,1.9542766,1.9409099000000001,1.9169883999999999,1.8868298999999999,1.8527534999999999,1.8157299,1.7777455,1.8392496]
[null,"Obs1463",1,100,0.27297680000000002,0.4165218,1.1420688999999999,1.2233109,1.2765378999999999,1.3107167,1.3304034,1.3398067,1.3406655000000001,1.3309367000000001,1.3098223,1.2812726000000001,1.2488294,1.2141587,1.1790928000000001,1.8807267999999999,1.8995763000000001,1.9020109000000001,1.8916388,1.8740239000000001,1.8503388000000001,1.8233969999999999,1.7939748,1.7631403999999999,1.8155047]
[null,"Obs1466",1,100,0.2524363,0.38820789999999999,1.0692345999999999,1.1529815000000001,1.2096049,1.2466431,1.2683603000000001,1.2788086999999999,1.2802894,1.2704347,1.2490176,1.2201511,1.1876329000000001,1.1530020000000001,1.1185927,1.9113713999999999,1.9365934,1.939864,1.9259014999999999,1.9021995,1.8715709,1.8368804000000001,1.7992758,1.7601933000000001,1.8204851]
[null,"Obs1471",1,100,0.24093400000000001,0.37279610000000002,1.0438219,1.1280317,1.1851674000000001,1.2225151000000001,1.2444329000000001,1.2548527,1.2561484999999999,1.2462502,1.2246950000000001,1.1956122,1.1626722,1.1280056999999999,1.0935722999999999,1.8968744,1.9224243000000001,1.9263431,1.9122561,1.8875834,1.8555562000000001,1.8192972000000001,1.7810965000000001,1.740821,1.8058145999999999]
[null,"Obs1473",1,100,0.25326199999999999,0.38607449999999999,1.079277,1.1647160999999999,1.2221592999999999,1.2594924999999999,1.2811847000000001,1.2914006,1.2924272000000001,1.2821445,1.2599776,1.2301017999999999,1.1964224999999999,1.1609062000000001,1.1255504000000001,1.9145639999999999,1.9381809999999999,1.9408424,1.9281501999999999,1.9053165000000001,1.8762335999999999,1.8429282,1.8068637000000001,1.7684582,1.8277540000000001]
[null,"Obs1474",1,100,0.24974099999999999,0.38401960000000002,1.0623381000000001,1.1447319,1.1997176000000001,1.2351932999999999,1.2557528,1.2653466,1.266438,1.2565343,1.2354153000000001,1.2069814999999999,1.1747620000000001,1.1407052,1.106703,1.8442046999999999,1.8646115000000001,1.8677511,1.8565027000000001,1.8352447000000001,1.8088572000000001,1.7787199,1.7461727,1.7119740000000001,1.7784709000000001]
[null,"Obs1476",1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1482",1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1485",1,100,0.25975880000000001,0.39592280000000002,1.0593144000000001,1.1379836000000001,1.1903087000000001,1.2237541999999999,1.2429888,1.2519260999999999,1.2527514,1.2436132,1.2240793999999999,1.1976907999999999,1.1676763999999999,1.1357987,1.1039398,1.7577364,1.7746322999999999,1.7763008,1.7664118,1.7496594000000001,1.7285705,1.7040635,1.6771868000000001,1.6484076000000001,1.7211881]
[null,"Obs1489",1,100,0.2658104,0.40721960000000001,1.0937581000000001,1.1725117,1.2244272,1.2574825000000001,1.2764418,1.2852600999999999,1.2862349,1.2770876,1.2575953,1.2309018,1.2004094000000001,1.1680675,1.1356040000000001,1.7902910999999999,1.8073946999999999,1.8095045000000001,1.7993313,1.7817723999999999,1.7601882,1.7350384999999999,1.707889,1.6789533999999999,1.7434984]
[null,"Obs1508",1,100,0.2675961,0.405584,1.1038446,1.1864749999999999,1.2421795,1.2783506,1.299498,1.3096732,1.3109951,1.3010991999999999,1.2795744,1.2503214,1.2172734999999999,1.1822543000000001,1.1473450999999999,1.9254230999999999,1.9510381000000001,1.9542766,1.9409099000000001,1.9169883999999999,1.8868298999999999,1.8527534999999999,1.8157299,1.7777455,1.8392496]
[null,"Obs1512",-1,100,0.26131179999999998,0.39700960000000002,1.0869063000000001,1.1691343999999999,1.2233514999999999,1.2578993000000001,1.2776407000000001,1.2868915999999999,1.2878480000000001,1.2784811,1.2579075,1.2301564,1.1986578999999999,1.1650647999999999,1.1314196999999999,1.8006388,1.8160963999999999,1.8180012999999999,1.8093234,1.7935821000000001,1.7733372000000001,1.7499298999999999,1.72454,1.6965935000000001,1.7635605000000001]
[null,"Obs1515",1,100,0.2563086,0.39042759999999999,1.0645046,1.1458305,1.2007612999999999,1.2366287,1.2575835,1.2674299,1.2686299999999999,1.2588727,1.2376163,1.2089479999999999,1.1766075,1.142471,1.108476,1.8904293999999999,1.9170023,1.9212369,1.9064667,1.8818043,1.8505719,1.8150127,1.7768181999999999,1.7371132,1.8024001999999999]
[null,"Obs1516",1,100,0.26833859999999998,0.40677750000000001,1.117969,1.198537,1.2511854,1.2845089000000001,1.3036989999999999,1.3125951,1.3132225,1.3032664,1.2821716000000001,1.2537383,1.2213651000000001,1.1867912,1.1520219,1.8358011000000001,1.8523734999999999,1.8541683,1.8450937999999999,1.8279428,1.8052911,1.7800902999999999,1.752651,1.723671,1.7794768999999999]
[null,"Obs1522",1,100,0.26747500000000002,0.40631489999999998,1.0977152999999999,1.1788911,1.233717,1.2694399000000001,1.2903359999999999,1.3001809,1.3013045000000001,1.2915947000000001,1.2703120000000001,1.2416959999999999,1.209325,1.1750050000000001,1.1408037,1.9222288000000001,1.9482808,1.9517087,1.937263,1.9115188000000001,1.8803163000000001,1.8447530000000001,1.8066508999999999,1.7671729,1.8321018]
[null,"Obs1525",1,100,0.27677299999999999,0.42138829999999999,1.1421192,1.2225082,1.2753190999999999,1.3090993,1.3285819000000001,1.3376309,1.3383608,1.3285264999999999,1.3076026000000001,1.2792711999999999,1.2470348,1.2128227,1.1782459999999999,1.8897379999999999,1.9100672000000001,1.9128925000000001,1.9006871000000001,1.8805510000000001,1.8553386999999999,1.8271458,1.7967601,1.7648695999999999,1.8227563]
[null,"Obs1529",1,100,0.25328990000000001,0.38844980000000001,1.0703583999999999,1.1507118999999999,1.204512,1.2392235,1.2593691,1.2687463999999999,1.2695803999999999,1.2594557,1.2379514,1.2091209000000001,1.1766738999999999,1.1422566999999999,1.1080519,1.8803088999999999,1.9037864,1.9069529999999999,1.8929849999999999,1.8688136,1.8382229999999999,1.8037238,1.7665484,1.7282255,1.7924974]
[null,"Obs1533",1,100,0.2616734,0.39607550000000002,1.0638369000000001,1.1434641000000001,1.1963391000000001,1.2303991000000001,1.250067,1.2591767,1.2601262,1.2507591,1.2304527999999999,1.2031830999999999,1.1722466,1.1393287000000001,1.1065574,1.8020126000000001,1.8212595,1.8234357999999999,1.8123028000000001,1.7932570999999999,1.7683049,1.7403516999999999,1.7098258,1.6779423,1.7421310999999999]
[null,"Obs1550",-1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[null,"Obs1558",-1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"Total",620,474,1094,65.630712979890319]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[]
[null,"Total",272,198,470,63.829787234042556]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Performance metrics (LOW versus the others):"]
[null,"Precision",0.65806451612903227,0.65441176470588236]
[null,"Recall",0.71328671328671334,0.70078740157480313]
[null,"FPR",0.4061302681992337,0.43518518518518523]
[null,"Cohen's kappa",0.30839587872918534,0.26726825868456777]
[]
[]
[null,"HIGH",310,212,522,59.38697318007663]
[null,"LOW",164,408,572,71.328671328671334]
[]
[]
[null,"LOW",76,178,254,70.078740157480311]
[]
[]
[null,null,"Training set","Validation set"]
[null,"Incorrectly classified observations",0.34369287020109685,0.36170212765957444]
[]
[]
[null,"HIGH",0.5938697318007663,0.65400843881856541,0.62248995983935751,0.71328671328671334,0.3096049409322294]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[null,"LOW",0.70078740157480313,0.65441176470588236,0.67680608365019013,0.56481481481481477,0.26807627581425375]
[]
[null,"Classification for the training sample:"]
[null,"Obs1","HIGH","LOW"]
[null,"Obs6","LOW","LOW"]
[null,"Obs8","HIGH","LOW"]
[null,"Obs11","HIGH","LOW"]
[null,"Obs12","HIGH","LOW"]
[null,"Obs19","LOW","LOW"]
[null,"Obs20","LOW","LOW"]
[null,"Obs24","HIGH","LOW"]
[null,"Obs26","HIGH","LOW"]
[null,"Obs34","HIGH","LOW"]
[null,"Obs36","LOW","LOW"]
[null,"Obs40","LOW","LOW"]
[null,"Obs42","HIGH","LOW"]
[null,"Obs46","LOW","LOW"]
[null,"Obs47","LOW","LOW"]
[null,"Obs51","LOW","LOW"]
[null,"Obs52","HIGH","LOW"]
[null,"Obs58","LOW","LOW"]
[null,"Obs59","HIGH","LOW"]
[null,"Obs62","HIGH","LOW"]
[null,"Obs65","HIGH","LOW"]
[null,"Obs70","HIGH","LOW"]
[null,"Obs71","HIGH","LOW"]
[null,"Obs78","HIGH","LOW"]
[null,"Obs79","LOW","LOW"]
[null,"Obs84","HIGH","LOW"]
[null,"Obs86","HIGH","LOW"]
[null,"Obs90","HIGH","LOW"]
[null,"Obs94","LOW","LOW"]
[null,"Obs97","LOW","LOW"]
[null,"Obs98","LOW","LOW"]
[null,"Obs100","HIGH","LOW"]
[null,"Obs103","HIGH","LOW"]
[null,"Obs107","HIGH","LOW"]
[null,"Obs110","LOW","LOW"]
[null,"Obs113","HIGH","LOW"]
[null,"Obs116","LOW","LOW"]
[null,"Obs118","LOW","LOW"]
[null,"Obs119","LOW","LOW"]
[null,"Obs121","HIGH","LOW"]
[null,"Obs124","LOW","LOW"]
[null,"Obs127","LOW","LOW"]
[null,"Obs129","HIGH","LOW"]
[null,"Obs135","LOW","LOW"]
[null,"Obs136","LOW","LOW"]
[null,"Obs142","LOW","LOW"]
[null,"Obs143","LOW","LOW"]
[null,"Obs147","LOW","LOW"]
[null,"Obs150","LOW","LOW"]
[null,"Obs154","HIGH","LOW"]
[null,"Obs155","LOW","LOW"]
[null,"Obs161","LOW","HIGH"]
[null,"Obs163","HIGH","HIGH"]
[null,"Obs167","LOW","HIGH"]
[null,"Obs168","LOW","HIGH"]
[null,"Obs174","LOW","HIGH"]
[null,"Obs176","HIGH","HIGH"]
[null,"Obs179","LOW","HIGH"]
[null,"Obs181","LOW","HIGH"]
[null,"Obs187","LOW","HIGH"]
[null,"Obs188","HIGH","HIGH"]
[null,"Obs192","LOW","HIGH"]
[null,"Obs193","HIGH","LOW"]
[null,"Obs197","LOW","HIGH"]
[null,"Obs199","LOW","HIGH"]
[null,"Obs203","HIGH","HIGH"]
[null,"Obs205","LOW","HIGH"]
[null,"Obs208","LOW","LOW"]
[null,"Obs211","HIGH","HIGH"]
[null,"Obs213","HIGH","LOW"]
[null,"Obs214","HIGH","HIGH"]
[null,"Obs219","HIGH","LOW"]
[null,"Obs220","LOW","HIGH"]
[null,"Obs224","LOW","HIGH"]
[null,"Obs226","LOW","HIGH"]
[null,"Obs229","HIGH","HIGH"]
[null,"Obs234","LOW","LOW"]
[null,"Obs236","LOW","HIGH"]
[null,"Obs237","LOW","LOW"]
[null,"Obs239","HIGH","HIGH"]
[null,"Obs243","LOW","HIGH"]
[null,"Obs247","HIGH","HIGH"]
[null,"Obs251","LOW","HIGH"]
[null,"Obs253","LOW","HIGH"]
[null,"Obs254","HIGH","HIGH"]
[null,"Obs256","LOW","HIGH"]
[null,"Obs261","HIGH","LOW"]
[null,"Obs265","LOW","HIGH"]
[null,"Obs267","LOW","HIGH"]
[null,"Obs270","HIGH","HIGH"]
[null,"Obs275","HIGH","HIGH"]
[null,"Obs277","LOW","HIGH"]
[null,"Obs278","LOW","HIGH"]
[null,"Obs281","HIGH","LOW"]
[null,"Obs284","LOW","HIGH"]
[null,"Obs289","LOW","HIGH"]
[null,"Obs291","LOW","HIGH"]
[null,"Obs297","LOW","HIGH"]
[null,"Obs299","LOW","HIGH"]
[null,"Obs304","LOW","HIGH"]
[null,"Obs305","LOW","HIGH"]
[null,"Obs312","LOW","LOW"]
[null,"Obs313","HIGH","HIGH"]
[null,"Obs318","LOW","LOW"]
[null,"Obs319","LOW","LOW"]
[null,"Obs322","LOW","HIGH"]
[null,"Obs326","HIGH","HIGH"]
[null,"Obs331","HIGH","HIGH"]
[null,"Obs335","HIGH","HIGH"]
[null,"Obs337","LOW","HIGH"]
[null,"Obs338","HIGH","HIGH"]
[null,"Obs346","HIGH","HIGH"]
[null,"Obs347","HIGH","HIGH"]
[null,"Obs352","HIGH","HIGH"]
[null,"Obs354","LOW","HIGH"]
[null,"Obs357","LOW","LOW"]
[null,"Obs363","LOW","LOW"]
[null,"Obs368","LOW","HIGH"]
[null,"Obs371","HIGH","HIGH"]
[null,"Obs378","LOW","LOW"]
[null,"Obs381","HIGH","HIGH"]
[null,"Obs387","HIGH","LOW"]
[null,"Obs390","LOW","HIGH"]
[null,"Obs394","HIGH","LOW"]
[null,"Obs395","LOW","LOW"]
[null,"Obs397","LOW","LOW"]
[null,"Obs402","LOW","HIGH"]
[null,"Obs406","HIGH","LOW"]
[null,"Obs408","LOW","HIGH"]
[null,"Obs411","LOW","LOW"]
[null,"Obs414","LOW","HIGH"]
[null,"Obs416","LOW","HIGH"]
[null,"Obs418","HIGH","LOW"]
[null,"Obs421","LOW","LOW"]
[null,"Obs429","HIGH","LOW"]
[null,"Obs433","LOW","LOW"]
[null,"Obs436","HIGH","LOW"]
[null,"Obs441","LOW","LOW"]
[null,"Obs443","LOW","LOW"]
[null,"Obs448","LOW","LOW"]
[null,"Obs449","LOW","LOW"]
[null,"Obs456","LOW","HIGH"]
[null,"Obs457","LOW","HIGH"]
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{"sheet":"SVM6","index":65,"n_rows":3621,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:25:40 / End time: 07/29/2023 at 13:26:13 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1371922803"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28514777897623422,2.1842863794351058E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42666918308957957,2.846915896246402E-2]
[null,"1403",1094,0,1094,0.99743409999999999,1.612036,1.1295394791590512,6.9240933690108988E-2]
[null,"1411.5",1094,0,1094,1.0754665000000001,1.6911579000000001,1.2078238360146258,6.8493778835121005E-2]
[null,"1420",1094,0,1094,1.1256914,1.7343687000000001,1.2586853756855576,6.6885270643431999E-2]
[null,"1428.5",1094,0,1094,1.1584684999999999,1.7580813,1.2907916174588676,6.5407437558847578E-2]
[null,"1437",1094,0,1094,1.1778192999999999,1.7694460999999999,1.309096460511884,6.4352758994064868E-2]
[null,"1445.5",1094,0,1094,1.1873448,1.7735467,1.3174673564899446,6.3730467481787512E-2]
[null,"1454",1094,0,1094,1.1894269,1.7714623,1.3179689882998158,6.3317962680673121E-2]
[null,"1462.5",1094,0,1094,1.1827030999999999,1.7590516,1.3083254106946984,6.2870500525149406E-2]
[null,"1471",1094,0,1094,1.1666679,1.7347106999999999,1.2879202339122486,6.2355499440202793E-2]
[null,"1479.5",1094,0,1094,1.1442102999999999,1.7027142,1.2604242775137107,6.1778296199447594E-2]
[null,"1488",1094,0,1094,1.1183422000000001,1.6759485999999999,1.2291474954296198,6.1066784980222812E-2]
[null,"1496.5",1094,0,1094,1.0888263,1.6490628000000001,1.1957253889396711,6.0132885605488531E-2]
[null,"1505",1094,0,1094,1.0564914999999999,1.6198372999999999,1.162123548171845,5.8983563217399872E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8206499035648984,8.1230903018655681E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8375873029250456,8.3435286635216599E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8394025035649006,8.3401141150243413E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.829382962979891,8.1577192451660507E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8118751759597802,7.876350318820044E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7900854704753193,7.5757555709455984E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7651988911334551,7.278602268107906E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7380322512797088,7.012316180175647E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7094070696526507,6.791729120205274E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7689107489031095,6.0788182312686075E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",524,524,47.897623400365632]
[null,"","LOW",570,570,52.102376599634368]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24263660000000001,0.4053486,0.28488355914893654,2.1232247705668738E-2]
[null,"1165",470,0,470,0.3738147,0.58655199999999996,0.42611152042553196,2.7372044162701309E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5929438,1.1260679614893618,6.6044231292213415E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6706795000000001,1.2040995527659573,6.5346505090716642E-2]
[null,"1420",470,0,470,1.1153899,1.7136446000000001,1.2548021993617025,6.383776796655237E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7367665999999999,1.2868233034042549,6.2453849460500553E-2]
[null,"1437",470,0,470,1.1711366999999999,1.748472,1.3050865293617033,6.1461884238983105E-2]
[null,"1445.5",470,0,470,1.1813072,1.7533439,1.3134659917021274,6.0879968135491576E-2]
[null,"1454",470,0,470,1.1833969,1.7512528999999999,1.3140163959574471,6.0503230152218902E-2]
[null,"1462.5",470,0,470,1.1762925,1.7392904,1.3045078436170223,6.0079622366922228E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7157524,1.2843078644680841,5.9577264733293681E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.684183,1.257047791276596,5.9017735671516275E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6473222999999999,1.2260087093617018,5.8313741636282189E-2]
[null,"1496.5",470,0,470,1.078436,1.6058223,1.1928230285106369,5.7395495969692734E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5626545000000001,1.1594422378723408,5.6269102523720832E-2]
[null,"1913",470,0,470,1.6373757,2.1340759,1.810408747234042,7.5856987286198121E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.1429162000000002,1.8270674991489366,7.782520351982132E-2]
[null,"1930",470,0,470,1.6550658,2.1423665999999999,1.8289009823404261,7.7797653939021105E-2]
[null,"1938.5",470,0,470,1.6482393,2.1370486999999998,1.8191666810638321,7.6176616199208194E-2]
[null,"1947",470,0,470,1.6351035,2.1258743,1.8020879925531907,7.3685328167756747E-2]
[null,"1955.5",470,0,470,1.6188452,2.1132555000000002,1.7807707863829794,7.1002451814818054E-2]
[null,"1964",470,0,470,1.5993453,2.0999165,1.7564120880851068,6.8413916260678415E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0830019000000002,1.7298083902127668,6.6135553395086991E-2]
[null,"1981",470,0,470,1.5550659,2.0672019000000001,1.7017312625531904,6.4284841733999037E-2]
[null,"2491",470,0,470,1.6219298,2.0547589999999998,1.7616308199999986,5.7744827692473653E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",214,214,45.531914893617021]
[null,"","LOW",256,256,54.468085106382979]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-0.94328047012572036]
[null,"Number of support vectors",872]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs1",1,100,0.28359259999999997,0.42650339999999998,1.1296672000000001,1.2123579,1.2663901,1.3006603000000001,1.3203670999999999,1.3293649000000001,1.3302238,1.3205842000000001,1.2997871999999999,1.2715063,1.2393006,1.2050155,1.1706677999999999,1.8305640999999999,1.8466864999999999,1.8483738999999999,1.8394790000000001,1.8239259999999999,1.8035433999999999,1.7805692,1.7543472,1.7265073,1.7823154999999999]
[null,"Obs2",-1,100,0.35108159999999999,0.5192156,1.2989504000000001,1.3691390999999999,1.4135343,1.4417384,1.4583543999999999,1.4661322999999999,1.4670452,1.4588338000000001,1.4406284,1.4155864,1.38649,1.3544881,1.3217714,1.9545227000000001,1.9759781000000001,1.9798230999999999,1.9691513,1.9491590000000001,1.9245893000000001,1.8972635,1.8685281,1.8387737,1.8724607]
[null,"Obs3",-1,46.340765994604212,0.44888640000000002,0.6634042,1.6085881,1.6659248,1.6991563999999999,1.7191601999999999,1.7306178999999999,1.7363831999999999,1.737195,1.7317397999999999,1.7184261000000001,1.6993611,1.6759485999999999,1.6490628000000001,1.6198372999999999,2.0698973999999999,2.0844488000000001,2.0864726999999998,2.0783459999999998,2.0656793000000002,2.0509941999999999,2.0334903999999998,2.0159576000000001,1.9984149,1.9761082999999999]
[null,"Obs5",1,100,0.3110638,0.45856059999999998,1.1933393000000001,1.2753025,1.3283332999999999,1.3616427,1.3807939,1.3898226,1.3908223,1.3814639,1.3611181999999999,1.3331287000000001,1.3011037999999999,1.2666866000000001,1.2318370000000001,1.8710183,1.885367,1.887812,1.8807845999999999,1.8663635000000001,1.8485415000000001,1.8275399000000001,1.8041403,1.779142,1.8311757]
[null,"Obs6",-1,100,0.2894139,0.42959120000000001,1.132037,1.2113677,1.2626374,1.2949723,1.3135716,1.3222362999999999,1.3228871,1.3134406000000001,1.2932154,1.2658001000000001,1.2345018000000001,1.2009878,1.1671269,1.7917657,1.8053275,1.8076805,1.8000722,1.785736,1.7680216,1.7472744,1.7239001,1.6989995,1.7522823999999999]
[null,"Obs7",-1,100,0.29929889999999998,0.44607950000000002,1.1629243,1.240613,1.2911395000000001,1.3231028,1.3416250000000001,1.3503366999999999,1.3513702000000001,1.3422809,1.3224944999999999,1.2954890999999999,1.2647371999999999,1.2316951,1.1982565999999999,1.8489264999999999,1.8671329999999999,1.8700456999999999,1.8598762,1.8420357000000001,1.8200438000000001,1.7947248,1.7674474,1.739125,1.7998694]
[null,"Obs8",1,100,0.27512999999999999,0.41347299999999998,1.1138504,1.1952635,1.2483329999999999,1.2821358,1.3015543000000001,1.3106063999999999,1.3115243999999999,1.3021634,1.2817618,1.2541059999999999,1.2224523,1.1885618,1.1543950000000001,1.7933893000000001,1.8084636000000001,1.8103293,1.8025705999999999,1.7881895999999999,1.7696388000000001,1.7475805,1.7229216999999999,1.6966435,1.7584341000000001]
[null,"Obs9",1,100,0.27729150000000002,0.4168483,1.0781003,1.1572005000000001,1.2098112000000001,1.2435137000000001,1.2630471000000001,1.2723698999999999,1.2736759,1.2654352,1.2469976,1.2215533000000001,1.1924617,1.1614563,1.1302828,1.7341669,1.7482418,1.7501781000000001,1.7427408,1.7291745999999999,1.7118682999999999,1.6909201,1.6678383000000001,1.6428676,1.7190504]
[null,"Obs15",-1,100,0.29189470000000001,0.43313190000000001,1.1323768000000001,1.2140181999999999,1.2674371,1.3014627000000001,1.3211622999999999,1.3304777999999999,1.3315762,1.3223096000000001,1.3019544000000001,1.2741716999999999,1.2426018000000001,1.2086760999999999,1.1745855999999999,1.8293302,1.8453968999999999,1.8470826,1.8387871,1.8232786999999999,1.8032444000000001,1.7801651999999999,1.7550914,1.7277178,1.7864587999999999]
[null,"Obs16",-1,100,0.29568990000000001,0.4433241,1.1733658,1.2529466,1.3037278999999999,1.3355824999999999,1.3537418999999999,1.3620464999999999,1.3624579999999999,1.3528522999999999,1.3322843,1.3043317999999999,1.2725856,1.2384149,1.2036572000000001,1.8118832,1.824236,1.8258076000000001,1.8192216999999999,1.8075745000000001,1.7916841999999999,1.773223,1.7522584000000001,1.7295665,1.7899678999999999]
[null,"Obs17",-1,100,0.30589680000000002,0.45157320000000001,1.1761169,1.2567666,1.3087537,1.3416028,1.3603913000000001,1.3693432999999999,1.3703144,1.3612195,1.3411553000000001,1.3139122000000001,1.2826991999999999,1.248983,1.2145938999999999,1.8342358000000001,1.8485174,1.8505027999999999,1.842768,1.829089,1.8111713,1.7903792999999999,1.7677064,1.7433972,1.7975924000000001]
[null,"Obs18",-1,100,0.30304039999999999,0.45086090000000001,1.1995374000000001,1.2774407999999999,1.3265450999999999,1.3569616,1.3743974999999999,1.3825795999999999,1.3832266,1.3738148999999999,1.3535261000000001,1.3260649,1.2946343,1.2604991000000001,1.2254205,1.8234911,1.8366476,1.8388548,1.8312302,1.8186753,1.8025595999999999,1.783515,1.7631462,1.7409581999999999,1.7912661000000001]
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[null,"Obs1522",-1,100,0.26747500000000002,0.40631489999999998,1.0977152999999999,1.1788911,1.233717,1.2694399000000001,1.2903359999999999,1.3001809,1.3013045000000001,1.2915947000000001,1.2703120000000001,1.2416959999999999,1.209325,1.1750050000000001,1.1408037,1.9222288000000001,1.9482808,1.9517087,1.937263,1.9115188000000001,1.8803163000000001,1.8447530000000001,1.8066508999999999,1.7671729,1.8321018]
[null,"Obs1523",-1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
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[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",295,229,524,56.297709923664115]
[null,"Other classes",155,415,570,72.807017543859658]
[null,"Total",450,644,1094,64.899451553930533]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"Total",192,278,470,66.808510638297875]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Accuracy",0.64899451553930532,0.6680851063829788]
[null,"F-score",0.60574948665297745,0.61576354679802958]
[null,"FPR",0.27192982456140347,0.26171875]
[null,"NER",0.5210237659963437,0.5446808510638298]
[null,"AUC",0.5,0.70712251752336541]
[]
[null,"Positive class","LOW"]
[null,"Number of support vectors",872]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[]
[]
[null,"LOW",415,155,570,72.807017543859658]
[null,"Other classes",229,295,524,56.297709923664115]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"Other classes",89,125,214,58.411214953271028]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Accuracy",0.64899451553930532,0.6680851063829788]
[null,"F-score",0.68369028006589783,0.70786516853932591]
[null,"Specificity",0.56297709923664119,0.58411214953271029]
[null,"NER",0.5210237659963437,0.5446808510638298]
[]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",125,89,214,58.411214953271028]
[]
[]
[null,"Incorrectly classified observations",0.35100548446069468,0.33191489361702131]
[null,"Cohen's kappa",0.2927152853073291,0.32513530429660159]
[null,"Class performance metrics for the training set:"]
[]
[null,"LOW",0.72807017543859653,0.64440993788819878,0.68369028006589783,0.56297709923664119,0.29547273878213803]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[null,"HIGH",0.58411214953271029,0.65104166666666663,0.61576354679802958,0.73828125,0.32661791249737032]
[]
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{"sheet":"SVM5","index":67,"n_rows":3564,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:20:33 / End time: 07/29/2023 at 13:25:12 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1909120076"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28506972659963425,2.2228335531372875E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42651523199268782,2.9071840338835992E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1286358540219368,7.041753593148635E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2068970402193797,6.9597482359388868E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2577653511882996,6.7939358921927692E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2898959544789774,6.6428463845976518E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3082276597806222,6.5354072262587298E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3166270984460695,6.4723996567102704E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3171598466179166,6.4315356792590622E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3075661507312601,6.3878650149820318E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2872258999085919,6.3376960679827246E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2598009305301647,6.2824751992520578E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2285902112431455,6.21318746832712E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.195233266361974,6.1214749144888066E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1616876890310779,6.0075868290844825E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8184262026508218,8.1694369700129763E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8353219996343701,8.386945899005209E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8371713483546617,8.3843410396767654E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.827228673126142,8.2025633838328907E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.809833069469835,7.925067675787606E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7881745004570389,7.6272545944527897E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7634237624314433,7.3351708138889526E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7363937994515533,7.0742675019868792E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.707898531627055,6.859592223114841E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7674431799817194,6.1181284498112963E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",503,503,45.97806215722121]
[null,"","LOW",591,591,54.02193784277879]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24263660000000001,0.37921739999999998,0.28506523851063853,2.0279704736863319E-2]
[null,"1165",470,0,470,0.3738147,0.55094589999999999,0.42646986617021276,2.58578138637881E-2]
[null,"1403",470,0,470,1.0054168000000001,1.4896836,1.128171293191488,6.3144161107339003E-2]
[null,"1411.5",470,0,470,1.0816995,1.5705690000000001,1.2062568178723405,6.2645087069863145E-2]
[null,"1420",470,0,470,1.1334673,1.615998,1.2569437031914887,6.1271160037473155E-2]
[null,"1428.5",470,0,470,1.1673416999999999,1.6419486999999999,1.2889081019148942,5.9976124284652842E-2]
[null,"1437",470,0,470,1.1874355000000001,1.654968,1.3071088017021288,5.9036256963940763E-2]
[null,"1445.5",470,0,470,1.1972989999999999,1.6598613,1.3154218263829796,5.8473505139234973E-2]
[null,"1454",470,0,470,1.1994788999999999,1.6584264,1.3158998023404267,5.8084474648402315E-2]
[null,"1462.5",470,0,470,1.1926859999999999,1.646577,1.3062751423404249,5.7626501496321564E-2]
[null,"1471",470,0,470,1.1762486999999999,1.6230868000000001,1.2859240376595749,5.7079793529367887E-2]
[null,"1479.5",470,0,470,1.1526538,1.5915307000000001,1.2584987308510649,5.6444838195151739E-2]
[null,"1488",470,0,470,1.121491,1.5548512000000001,1.2273058772340431,5.568160210595554E-2]
[null,"1496.5",470,0,470,1.0888263,1.5141038,1.1939685223404262,5.470901261673234E-2]
[null,"1505",470,0,470,1.0564914999999999,1.4719454000000001,1.1604567695744685,5.354541045582701E-2]
[null,"1913",470,0,470,1.6353717000000001,2.0495912999999999,1.8155847659574469,7.5140976201244408E-2]
[null,"1921.5",470,0,470,1.6491547,2.0696365999999999,1.8323403540425542,7.7193397159427093E-2]
[null,"1930",470,0,470,1.6510549000000001,2.0698837999999999,1.8340943521276603,7.7141194648691958E-2]
[null,"1938.5",470,0,470,1.6443964,2.0555637,1.8241811344680849,7.5488741361120409E-2]
[null,"1947",470,0,470,1.6316877999999999,2.0313159999999999,1.8068413212765966,7.2876591847541486E-2]
[null,"1955.5",470,0,470,1.6157933,2.0177147,1.7852188740425547,7.009693643268812E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0051364999999999,1.7605439834042553,6.7350685676976427E-2]
[null,"1972.5",470,0,470,1.5767682000000001,1.9923493000000001,1.7336221482978724,6.4904215919413866E-2]
[null,"1981",470,0,470,1.5546857999999999,1.9758016,1.7052426255319157,6.2872848620148705E-2]
[null,"2491",470,0,470,1.6219298,2.002316,1.7650468208510626,5.706006517024638E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",235,235,50]
[null,"","LOW",235,235,50]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-1.7363215677019146]
[null,"Number of support vectors",844]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs1524",-1,100,0.19939473230203006,0.19692945888646521,0.25682182474255716,0.25771213211823085,0.2590072551757831,0.25997397364057678,0.26087405613216169,0.26108373386104766,0.26067678867010358,0.25880093506905338,0.25641933022573216,0.25356841864699692,0.24615756098685634,0.23755088264343693,0.22911909609398803,0.44755731731423015,0.46045347085756494,0.46243772857285298,0.45489577822452659,0.44262107819463559,0.42952796316498132,0.41479491421300296,0.39818252242384056,0.38231834624168376,0.40922761119130829]
[null,"Obs1525",-1,100,0.17518066977207808,0.17641607993003391,0.2515665733135925,0.25500094744418994,0.25837589268000755,0.26116800034754456,0.26315013603329679,0.26395351880447004,0.26351473832672356,0.26122972597081701,0.2580044015087713,0.2538808265258779,0.24513626620753295,0.23550716510335662,0.22615191904436291,0.51170024956148152,0.52828802435781086,0.53166814620871161,0.5208008772520466,0.50560397314195216,0.48615198350720573,0.4666867496256995,0.44605537323080924,0.42612536870428314,0.45633480352873101]
[null,"Obs1526",-1,100,6.8664097992984105E-2,6.8172954872608008E-2,0.14348495987686591,0.14910609594493884,0.15310734390256969,0.15553497859769649,0.15676337359901085,0.15690949354104192,0.15596190491737824,0.1525536023375697,0.14777419440020259,0.14192885522863821,0.13341826817057303,0.12446681438726681,0.11601290753559945,0.39308597908944637,0.40650050604763405,0.40746607194412227,0.39857485018420374,0.38704381615110672,0.3707653701380173,0.35281825116264726,0.33234572978699278,0.3128132281034019,0.34850991732089392]
[null,"Obs1527",-1,100,0.10713813330266257,0.10507015316973904,0.17450250626247077,0.17771922841162585,0.18100700702511918,0.18389821415994564,0.18594827358553967,0.18662230398343921,0.18559024217374459,0.1817721936903258,0.17631642220017066,0.16959483711180065,0.15981899340778249,0.14938695483633083,0.13962239815618677,0.549344423946866,0.57601284340453829,0.5801574608165645,0.565924721770664,0.54176230489991739,0.50936706211302318,0.47560211761836124,0.44173958780110439,0.40967814064080338,0.43387822955361421]
[null,"Obs1529",-1,100,6.2642570973987441E-2,6.4325845564339096E-2,0.13727361454778966,0.14086841844222364,0.14398247565183164,0.14618237276934548,0.14746951995071464,0.14764162133731359,0.146554277806516,0.14270596546669109,0.13700251971436775,0.13027390929035479,0.12130511018737589,0.11184315212674893,0.10314322394686432,0.49388152954013487,0.51623956348691769,0.5202133471985354,0.50598359000009596,0.48314560303940124,0.45370236604249892,0.42267086692421191,0.38998449739584845,0.35901995302047701,0.39024284762279826]
[null,"Obs1530",-1,100,0.17622778768186784,0.19014044246010811,0.30675579167059547,0.31292126293674649,0.31889153554208971,0.32384864296297655,0.32750847638362357,0.32937249204080421,0.32951828147005408,0.32727777223899196,0.32336114330823368,0.31810751658995079,0.30694580766676827,0.29385931400347814,0.28176248073665627,0.65091326349542544,0.67366852690646473,0.67825408767284656,0.66580121391675728,0.64553492227376486,0.62020712303959391,0.59378030884032917,0.56476155814441653,0.53882329974836451,0.55925110242812692]
[null,"Obs1534",-1,100,0.12178963712691922,0.13313074046219753,0.20114699414143644,0.20301439860821105,0.20398226885961199,0.2044066431064705,0.20450907172777175,0.20397896459118298,0.20324814212840941,0.20137583437135503,0.19897908484196547,0.19634033464117048,0.19002013902491788,0.18306781244764522,0.17637372131176857,0.33932481203519027,0.34576673314216833,0.34558720719097941,0.34084512461403765,0.33366275745786866,0.32393859111286516,0.31438149716768266,0.30309382091402104,0.29357293976552734,0.30509535956881839]
[null,"Obs1536",-1,100,0.12264458374067898,0.12819977063673826,0.17454216433029165,0.17552293832329102,0.17615676013459589,0.17622886345639796,0.17600442179247067,0.17552510428635695,0.17487510742852747,0.17296186365858554,0.17112897935585383,0.16865250358881406,0.1630782313912896,0.15707551765882721,0.15142574154016353,0.32376964451000628,0.33133133113930918,0.33227615023867146,0.32581275670684184,0.31660075632972634,0.30575636272771139,0.29359375531476439,0.28111661065153071,0.26878919958093095,0.28321847636558789]
[null,"Obs1545",1,100,0.10266356125519971,8.7442191269903338E-2,5.8612553737478278E-2,5.4824748259627881E-2,5.2983882485151325E-2,5.2987568036154932E-2,5.4202558074468034E-2,5.5842273269513409E-2,5.7236491043343114E-2,5.8011620925353238E-2,5.9315090768089045E-2,6.0596027715318489E-2,6.0622460072618803E-2,5.9933217297189957E-2,5.8978514427749755E-2,8.0018035853250513E-2,8.2901843640105166E-2,8.4869077404124069E-2,8.5152509113994676E-2,8.4226828504798484E-2,8.3403386755940598E-2,8.1453813297261424E-2,7.9704320258227004E-2,7.8295603274099762E-2,3.8517983628431993E-2]
[null,"Obs1550",1,100,0.18948521095711848,0.16391305975355347,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.18516815636313722,0.18903583922187578,0.19163910565588768,0.19113109723838737,0.18997120711969398,0.18808993228990703,0.18720806966619361,0.1847205902904665,0.18305953639081732,0.14821845561554148]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",286,217,503,56.858846918489071]
[null,"Other classes",150,441,591,74.619289340101531]
[null,"Total",436,658,1094,66.453382084095068]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",135,100,235,57.446808510638306]
[null,"Other classes",66,169,235,71.914893617021278]
[null,"Total",201,269,470,64.680851063829792]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Precision",0.65596330275229353,0.67164179104477617]
[null,"Specificity",0.74619289340101524,0.7191489361702128]
[null,"Cohen's kappa",0.3179342563492738,0.29361702127659584]
[null,"AUC",0.5,0.69227704843820792]
[null,"Binary classifier (LOW versus the others):"]
[]
[null,"Number of support vectors",843]
[]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs25",-1,100,0.17678561159353623,0.13191075931490484,0.14602578379631889,0.14934788497391663,0.15108304193940075,0.15208372141395399,0.15259863876449203,0.15264179440918768,0.15180012291149952,0.14938282388039942,0.14603398626317904,0.14195599048715335,0.13491633144157106,0.12712652122192644,0.11958536627252712,0.26971745467698155,0.27190622273615617,0.27229365788500748,0.27060051365415871,0.26718847703113374,0.26156848380884329,0.25578279283801308,0.24809827236811619,0.2406368294627205,0.24300029945593368]
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[null,"Obs1499",-1,100,8.4080932390208252E-2,7.2796972677186406E-2,7.3731355930043777E-2,7.8175432327050209E-2,8.2924649438720591E-2,8.7541443719149625E-2,9.1552130051775898E-2,9.4276893047491775E-2,9.5848863068631482E-2,9.6109867696617918E-2,9.5799178903889642E-2,9.4922129737194952E-2,9.1910722328024289E-2,8.8338823202836023E-2,8.4955683356716591E-2,0.20024767172328187,0.20521977199849281,0.20830801268928281,0.20792220159482852,0.20508038969119971,0.20103398472588907,0.19430093731542208,0.18700617116114762,0.17945961645415051,0.20892632051657584]
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[null,"Obs1529",1,100,6.2642570973987441E-2,6.4325845564339096E-2,0.13727361454778966,0.14086841844222364,0.14398247565183164,0.14618237276934548,0.14746951995071464,0.14764162133731359,0.146554277806516,0.14270596546669109,0.13700251971436775,0.13027390929035479,0.12130511018737589,0.11184315212674893,0.10314322394686432,0.49388152954013487,0.51623956348691769,0.5202133471985354,0.50598359000009596,0.48314560303940124,0.45370236604249892,0.42267086692421191,0.38998449739584845,0.35901995302047701,0.39024284762279826]
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[null,"Obs1550",-1,100,0.18948521095711848,0.16391305975355347,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.18516815636313722,0.18903583922187578,0.19163910565588768,0.19113109723838737,0.18997120711969398,0.18808993228990703,0.18720806966619361,0.1847205902904665,0.18305953639081732,0.14821845561554148]
[null,"Confusion matrix for the training sample (LOW versus the others):"]
[]
[null,"Total",658,436,1094,66.453382084095068]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[null,"LOW",168,67,235,71.489361702127667]
[null,"Total",268,202,470,64.468085106382972]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Accuracy",0.6645338208409507,0.64468085106382977]
[null,"Specificity",0.5685884691848907,0.57446808510638303]
[null,"FPR",0.4314115308151093,0.42553191489361697]
[null,"NER",0.54021937842778789,0.5]
[]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"LOW",150,441,591,74.619289340101531]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"LOW",67,168,235,71.489361702127667]
[]
[null,"Global performance metrics:"]
[null,"Incorrectly classified observations",0.3354661791590493,0.35531914893617023]
[null,"Cohen's kappa",0.3179342563492738,0.28936170212765955]
[]
[null,"Class performance metrics for the training set:"]
[null,"LOW",0.74619289340101524,0.67021276595744683,0.70616493194555652,0.5685884691848907,0.32042806891932257]
[]
[]
[null,"HIGH",0.57446808510638303,0.66831683168316836,0.61784897025171637,0.71489361702127663,0.29225761170654524]
[]
[null,null,"Class","Prediction (Class)"]
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{"sheet":"SVM4","index":69,"n_rows":3536,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:09:21 / End time: 07/29/2023 at 13:12:20 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 679665534"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28500433747714793,2.1715295646095804E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42635005420475303,2.8230228670854937E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1281235288848248,6.9046971691370432E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2062566350091406,6.8279849034422468E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2570086694698357,6.6642221524791601E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2890456989945165,6.5141548427234797E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3073074634369286,6.406913248851627E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3156656911334543,6.3433171319763351E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3161743747714774,6.3019571736872365E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3065735546617911,6.2571902839879276E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2862366075868366,6.2055061045299564E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2588217009140776,6.1478685375803102E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2276321241316261,6.0763205337155519E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1942949771480789,5.9824914919491566E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1607712517367466,5.8666783870651787E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.816636971023766,7.9442501775492613E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8334839286106028,8.1570007560671676E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.835303443601461,8.1557565420679684E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8253635263254115,7.9804184990899141E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8079852180073115,7.7105583767673125E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7863377106032912,7.4232848978666333E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7616161978062153,7.1399990315149001E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.734636449451554,6.8905431532256964E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7061891416819031,6.6855286080665446E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7658351932358325,5.9717972735143947E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",523,523,47.806215722120655]
[null,"","LOW",571,571,52.193784277879345]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.40261249999999998,0.2852174421276597,2.1535438865510043E-2]
[null,"1165",470,0,470,0.37279610000000002,0.58655199999999996,0.42685434382978771,2.7943517233598808E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5929438,1.1293638117021274,6.6571163360216207E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6706795000000001,1.2077474631914888,6.5928147158923575E-2]
[null,"1420",470,0,470,1.1153899,1.7136446000000001,1.2587050006382969,6.4493773086601452E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7367665999999999,1.2908872072340429,6.3166762027182896E-2]
[null,"1437",470,0,470,1.1711366999999999,1.748472,1.3092507055319151,6.2217948050911374E-2]
[null,"1445.5",470,0,470,1.1813072,1.7533439,1.3176596553191495,6.1667751965310151E-2]
[null,"1454",470,0,470,1.1833969,1.7512528999999999,1.3181936453191492,6.129101742751801E-2]
[null,"1462.5",470,0,470,1.1762925,1.7392904,1.3085855680851064,6.0862402283853138E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7157524,1.2882267734042558,6.0356687191717648E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.684183,1.260778044042552,5.9786828692625853E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6473222999999999,1.2295359778723409,5.9085117597623193E-2]
[null,"1496.5",470,0,470,1.078436,1.6058223,1.1961525402127668,5.8170658237505959E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5626545000000001,1.1625899236170205,5.7059517315623177E-2]
[null,"1913",470,0,470,1.6353717000000001,2.1340759,1.8197494880851073,8.0564720751345742E-2]
[null,"1921.5",470,0,470,1.6491547,2.1429162000000002,1.8366187576595747,8.2732877312692896E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1423665999999999,1.8384421985106381,8.2653547659381849E-2]
[null,"1938.5",470,0,470,1.6443964,2.1370486999999998,1.8285225612765954,8.0844718532040796E-2]
[null,"1947",470,0,470,1.6316877999999999,2.1258743,1.8111424904255331,7.8050801845948717E-2]
[null,"1955.5",470,0,470,1.6157933,2.1132555000000002,1.7894942955319135,7.5020970441847065E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0999165,1.7647513785106381,7.2065492821250854E-2]
[null,"1972.5",470,0,470,1.5767682000000001,2.0830019000000002,1.737712660851064,6.934866293243605E-2]
[null,"1981",470,0,470,1.5546857999999999,2.0672019000000001,1.7092215034042562,6.7089169848767033E-2]
[null,"2491",470,0,470,1.6254265000000001,2.0547589999999998,1.7687896665957439,6.0547934796757089E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",215,215,45.744680851063826]
[null,"","LOW",255,255,54.255319148936174]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-1.7001601338092747]
[null,"Number of support vectors",829]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs1",1,100,0.207862250081469,0.1938228458059531,0.23173435401626349,0.23886530522963764,0.24395051979163085,0.24728102215005121,0.2494201160804092,0.24999632749926348,0.2496778419543132,0.24760093836372543,0.24442706031470721,0.24019884153590479,0.2315245169705121,0.22182536817408513,0.21287182152636833,0.39987588067461333,0.40670480503546164,0.40723888525780177,0.40304883562105032,0.39725755851376049,0.38795338973249988,0.3791574966911036,0.36733989380725446,0.35587345671608106,0.36800338466021132]
[null,"Obs2",-1,100,0.53128989591120812,0.50932392286043893,0.50135060407678578,0.48809590424327814,0.48167142396476254,0.47943512794976917,0.48004878412406693,0.48092891473804084,0.48234141984888085,0.48483378466333699,0.48910411159568956,0.49407226753673344,0.49056943475742637,0.4837699526205218,0.47766696329091007,0.63412767433870765,0.65472492723886788,0.66074914134811191,0.65251219207202715,0.63687868951830462,0.61744404162936473,0.59845570439036888,0.57925193671195963,0.56146408220079647,0.56489992034166359]
[null,"Obs4",1,100,0.25934259206011467,0.25683580789295463,0.33374366426530955,0.34045993646401129,0.34742062248335459,0.35298200600436136,0.35723239514538813,0.35981338630739756,0.36097617713948132,0.36074511749366073,0.35944601029010781,0.35716167310365515,0.348049622641875,0.33696787462488637,0.32653194622070458,0.64482408428926763,0.66934851450657096,0.6761291785812712,0.66420869364473234,0.64393149100739067,0.62011649912618039,0.5954468311176615,0.56870949775311563,0.54336760808229456,0.59088334695191669]
[null,"Obs6",-1,100,0.23575967565702455,0.20433067784670772,0.23550871904122397,0.23729121255051991,0.2378877919566873,0.23792101124978512,0.23806228015137323,0.23795964301604319,0.2372018486379236,0.23534269992523513,0.23301016919472003,0.23014434724109312,0.22307890368942113,0.21476698956305607,0.2066667204071756,0.32655628210463139,0.32736582064505537,0.32875842090210089,0.32723809890247296,0.32418471834333001,0.32060768832047326,0.31658811698956302,0.31083213146238031,0.30549911668461616,0.30240462459561962]
[null,"Obs9",1,100,0.1776654781758584,0.16096638841341193,0.1496040882530574,0.15118316067381746,0.15254367354746243,0.15324220377573097,0.15361684105247247,0.15375992313920286,0.15351863925338916,0.15296663750081296,0.15271807412101879,0.15218016824917494,0.14909073437659229,0.14548966154411261,0.14210082864359797,0.21770847152190914,0.21785830205864315,0.21786046070297119,0.21694404632506406,0.21595999611196581,0.21414677206341523,0.21068408409209766,0.2067852149735894,0.20270618459945533,0.22981877783099983]
[null,"Obs13",-1,100,0.22998878601414693,0.21376009419547606,0.24862709821439952,0.24884510368473123,0.24918397851428822,0.24959321471614879,0.25025647265444961,0.25075683064030668,0.25077993025945755,0.25011106647669679,0.2491676812234723,0.24763971706735505,0.24158857360687805,0.23410922865873096,0.22668780537898103,0.38665154104120375,0.39788446000228678,0.40043852044766948,0.3957799559450178,0.38632399414345758,0.37441175031936386,0.36187381148941933,0.34828651960133833,0.33636397098748028,0.3321173806102391]
[null,"Obs14",1,100,0.15518910422297616,0.14843784561878731,0.20730737327893545,0.21545023946810862,0.22227530248208818,0.227253429206525,0.23106005020145126,0.23295001431008913,0.23342556797254169,0.23222580308055255,0.22950751605918374,0.22550738968856623,0.21724698139018953,0.20767321128275099,0.19866785456556615,0.4509091816174895,0.46622122453552228,0.47040816267492469,0.46289820221044436,0.45081675497656815,0.4355034537569677,0.42022088373413718,0.40320820203384211,0.38536174177670623,0.40459314291780163]
[null,"Obs15",-1,100,0.24764841758199629,0.21637973572179664,0.23604991628803049,0.24150463675371281,0.24564201552621823,0.24860142875103103,0.25074919431317638,0.25187546592214793,0.25197758616643656,0.25056168149068819,0.24819203892562633,0.24489535569478302,0.23733443998533649,0.22824041913208412,0.21973740518158974,0.39754410790368738,0.40423096489740534,0.40474851031684062,0.4017177595444445,0.39601901309762216,0.38738651629922272,0.37839827815249016,0.3687210787718998,0.35809021482134895,0.37705324440081817]
[null,"Obs16",-1,100,0.26583616079130484,0.2510639528750378,0.30133282961747332,0.30338800319460385,0.30427213339132114,0.30474800046602563,0.30520195738191647,0.30517940799288112,0.30449181332552461,0.30297218867967896,0.30088280340112811,0.29803834987321293,0.29010421149020876,0.28035644312534919,0.27068270657296689,0.36457349477916479,0.36363800291121262,0.36371797762191871,0.3640778753571049,0.36597055809357759,0.36546955889663274,0.36535212236347719,0.36346322200646003,0.36147569248281847,0.38471787472345093]
[null,"Obs17",-1,100,0.31475070446834214,0.27913577011947988,0.30571448866894152,0.30946054816958868,0.31239163603018383,0.31465483478790879,0.31631560527045066,0.31750009919973238,0.31785155188521558,0.31733009403027773,0.31629399076614351,0.31491929991737849,0.30790356851272344,0.29887660376273945,0.28984826600991087,0.4068145062382813,0.41021702115578368,0.41134463853884612,0.40937620838583688,0.40713645544489258,0.40241510833349442,0.39759316447736692,0.39213366722796261,0.3868035044006447,0.40137142517653396]
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[null,"Obs1526",-1,100,6.8664097992984105E-2,6.8172954872608008E-2,0.14348495987686591,0.14910609594493884,0.15310734390256969,0.15553497859769649,0.15676337359901085,0.15690949354104192,0.15596190491737824,0.1525536023375697,0.14777419440020259,0.14192885522863821,0.13341826817057303,0.12446681438726681,0.11601290753559945,0.39308597908944637,0.40650050604763405,0.40746607194412227,0.39857485018420374,0.38704381615110672,0.3707653701380173,0.35281825116264726,0.33234572978699278,0.3128132281034019,0.34850991732089392]
[null,"Obs1527",-1,100,0.10713813330266257,0.10507015316973904,0.17450250626247077,0.17771922841162585,0.18100700702511918,0.18389821415994564,0.18594827358553967,0.18662230398343921,0.18559024217374459,0.1817721936903258,0.17631642220017066,0.16959483711180065,0.15981899340778249,0.14938695483633083,0.13962239815618677,0.549344423946866,0.57601284340453829,0.5801574608165645,0.565924721770664,0.54176230489991739,0.50936706211302318,0.47560211761836124,0.44173958780110439,0.40967814064080338,0.43387822955361421]
[null,"Obs1528",-1,100,0.15448367742059146,0.15117863450589911,0.21121329478590367,0.21310324852542101,0.21588752312680176,0.21851577346140688,0.22064169474856993,0.22154077868835143,0.2209092730162327,0.21768789196084615,0.212975104443759,0.20761662038108109,0.19808595666000187,0.18793474123542761,0.1784629420054627,0.56714538024015804,0.59354419035064254,0.59726743402280724,0.58318157770702483,0.55931451973980784,0.52999575698079038,0.49971144057771261,0.46579878313929862,0.43372277832949996,0.4593376628851345]
[null,"Obs1529",-1,100,6.2642570973987441E-2,6.4325845564339096E-2,0.13727361454778966,0.14086841844222364,0.14398247565183164,0.14618237276934548,0.14746951995071464,0.14764162133731359,0.146554277806516,0.14270596546669109,0.13700251971436775,0.13027390929035479,0.12130511018737589,0.11184315212674893,0.10314322394686432,0.49388152954013487,0.51623956348691769,0.5202133471985354,0.50598359000009596,0.48314560303940124,0.45370236604249892,0.42267086692421191,0.38998449739584845,0.35901995302047701,0.39024284762279826]
[null,"Obs1533",-1,100,0.10281883182855062,9.0276222788635313E-2,0.12688686397378318,0.12934679763863868,0.13077863086748698,0.13166119130164053,0.13192221282166069,0.13148312464805206,0.13047749450996435,0.12778281797744565,0.12397554084216554,0.11981132889994871,0.11351331563886911,0.10671195254060994,0.10052425034618839,0.34592044646673792,0.35792818190398229,0.35914377233656863,0.35076730697088343,0.33857560962915934,0.32114479615875924,0.30357860664981451,0.28471118071270402,0.26693759766417241,0.28023199862481785]
[null,"Obs1534",-1,100,0.12178963712691922,0.13313074046219753,0.20114699414143644,0.20301439860821105,0.20398226885961199,0.2044066431064705,0.20450907172777175,0.20397896459118298,0.20324814212840941,0.20137583437135503,0.19897908484196547,0.19634033464117048,0.19002013902491788,0.18306781244764522,0.17637372131176857,0.33932481203519027,0.34576673314216833,0.34558720719097941,0.34084512461403765,0.33366275745786866,0.32393859111286516,0.31438149716768266,0.30309382091402104,0.29357293976552734,0.30509535956881839]
[null,"Obs1535",-1,100,0.12428355090382814,0.12274065276648165,0.17742589515744747,0.18121586975376633,0.18390969125275361,0.18552124136650877,0.18633101870035826,0.18625724896768947,0.1852841537692915,0.18290971346479182,0.17957464358480468,0.17565445750363021,0.16859494794353336,0.16089430079344338,0.15375048585508919,0.3694989608219087,0.38038936893289554,0.38307281757584072,0.37609430459499232,0.36604632883122445,0.35186042552287883,0.33749763448926851,0.32089722458286513,0.30582837988769512,0.33112050469355114]
[null,"Obs1545",1,100,0.10266356125519971,8.7442191269903338E-2,5.8612553737478278E-2,5.4824748259627881E-2,5.2983882485151325E-2,5.2987568036154932E-2,5.4202558074468034E-2,5.5842273269513409E-2,5.7236491043343114E-2,5.8011620925353238E-2,5.9315090768089045E-2,6.0596027715318489E-2,6.0622460072618803E-2,5.9933217297189957E-2,5.8978514427749755E-2,8.0018035853250513E-2,8.2901843640105166E-2,8.4869077404124069E-2,8.5152509113994676E-2,8.4226828504798484E-2,8.3403386755940598E-2,8.1453813297261424E-2,7.9704320258227004E-2,7.8295603274099762E-2,3.8517983628431993E-2]
[null,"Obs1550",1,100,0.18948521095711848,0.16391305975355347,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.18516815636313722,0.18903583922187578,0.19163910565588768,0.19113109723838737,0.18997120711969398,0.18808993228990703,0.18720806966619361,0.1847205902904665,0.18305953639081732,0.14821845561554148]
[null,"Obs1558",1,100,8.4080932390208252E-2,7.2796972677186406E-2,7.3731355930043777E-2,7.8175432327050209E-2,8.2924649438720591E-2,8.7541443719149625E-2,9.1552130051775898E-2,9.4276893047491775E-2,9.5848863068631482E-2,9.6109867696617918E-2,9.5799178903889642E-2,9.4922129737194952E-2,9.1910722328024289E-2,8.8338823202836023E-2,8.4955683356716591E-2,0.20024767172328187,0.20521977199849281,0.20830801268928281,0.20792220159482852,0.20508038969119971,0.20103398472588907,0.19430093731542208,0.18700617116114762,0.17945961645415051,0.20892632051657584]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",321,202,523,61.376673040152966]
[null,"Other classes",152,419,571,73.380035026269709]
[null,"Total",473,621,1094,67.641681901279711]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",115,100,215,53.488372093023251]
[null,"Other classes",81,174,255,68.235294117647058]
[null,"Total",196,274,470,61.489361702127667]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Performance metrics (HIGH versus the others):"]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Accuracy",0.67641681901279715,0.61489361702127665]
[null,"Precision",0.67864693446088797,0.58673469387755106]
[null,"Recall",0.61376673040152963,0.53488372093023251]
[null,"Specificity",0.73380035026269708,0.68235294117647061]
[null,"FPR",0.26619964973730292,0.31764705882352939]
[null,"NER",0.5219378427787934,0.54255319148936165]
[]
[]
[null,"Positive class","LOW"]
[null,"Bias",1.6881602300873966]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs13",1,100,0.22998878601414693,0.21376009419547606,0.24862709821439952,0.24884510368473123,0.24918397851428822,0.24959321471614879,0.25025647265444961,0.25075683064030668,0.25077993025945755,0.25011106647669679,0.2491676812234723,0.24763971706735505,0.24158857360687805,0.23410922865873096,0.22668780537898103,0.38665154104120375,0.39788446000228678,0.40043852044766948,0.3957799559450178,0.38632399414345758,0.37441175031936386,0.36187381148941933,0.34828651960133833,0.33636397098748028,0.3321173806102391]
[null,"Obs16",1,100,0.26583616079130484,0.2510639528750378,0.30133282961747332,0.30338800319460385,0.30427213339132114,0.30474800046602563,0.30520195738191647,0.30517940799288112,0.30449181332552461,0.30297218867967896,0.30088280340112811,0.29803834987321293,0.29010421149020876,0.28035644312534919,0.27068270657296689,0.36457349477916479,0.36363800291121262,0.36371797762191871,0.3640778753571049,0.36597055809357759,0.36546955889663274,0.36535212236347719,0.36346322200646003,0.36147569248281847,0.38471787472345093]
[null,"Obs19",1,100,0.25278768186784739,0.22522179155167307,0.27921843982294337,0.28033887980303346,0.2801810013525502,0.27978287012688668,0.27968923770878412,0.27955261342750704,0.2794852409272845,0.27877488313781817,0.27764424079185485,0.27611552783451987,0.26924536998660525,0.26050686718534793,0.25168467733088656,0.34146874283072942,0.34301243749218319,0.34491181858699538,0.34320273948884672,0.34111144191713705,0.33847273300867953,0.33602523913034882,0.3328167654548605,0.33038650702101602,0.32532927593477312]
[null,"Obs21",-1,100,0.23369850671880696,0.19266105622802918,0.21229648562625983,0.21764573472071397,0.22165621827435777,0.22420813452086533,0.22579504851503276,0.22627180389014923,0.2260573398809044,0.22453634786655416,0.22227115489919752,0.21935808198125431,0.21270492113432543,0.20499650559700319,0.1977255848398492,0.33368520632948073,0.33383893336361692,0.3324761439515016,0.33124383182154848,0.32864696423391565,0.32554441652418975,0.32102635070897656,0.31522994910847507,0.30801382319444998,0.34232509294382685]
[null,"Obs24",-1,100,0.27046073188030745,0.21825547800460759,0.21735902114332464,0.21632853294943852,0.21454531237580329,0.21245217146328838,0.21113691344311178,0.21002820649416329,0.20877898954776122,0.20653216740845406,0.20380847947120778,0.20079686034486774,0.19426952080102744,0.18640764857171102,0.17895834771768171,0.26114532203560226,0.25729299429037078,0.25650765462917957,0.25658391127442004,0.25736755619471685,0.25750557488739295,0.25725481234617126,0.25613835754057007,0.25508943305015125,0.26095564229803031]
[null,"Obs27",1,100,0.32393227519312973,0.28947753499150952,0.300817274735804,0.30046189493924919,0.30027038082725943,0.30006207095836096,0.29998158143595943,0.299871251410958,0.2995881070370745,0.29911982498428608,0.2986924725444251,0.29799288950505093,0.29234514659707167,0.2845097706592119,0.27688430287636745,0.3413812470212686,0.34099074074784574,0.34044715662747727,0.3403814892123006,0.33997545487316821,0.33878138516566142,0.33812943961966901,0.33684358219470356,0.33523993453558976,0.35405389289437617]
[null,"Obs32",-1,100,0.27756723599210231,0.26227995249390013,0.2814875502335526,0.28421116051103507,0.28818079068297658,0.29181742844561298,0.29500940483301807,0.29676929688073816,0.29761281653367111,0.29684512863033785,0.29533349038116796,0.29311929135391357,0.28526859278321415,0.27588504430566524,0.26712742143342061,0.52804779274340397,0.54781382818320867,0.55084420682628499,0.54208270409095716,0.52785760918065761,0.50766321878698184,0.48828125513858434,0.46654561037629588,0.44595459500717582,0.48771215011326252]
[null,"Obs35",-1,100,0.21645340924339143,0.18199668546265702,0.19635075697536039,0.1983620661150719,0.19966693528114346,0.20037696752760775,0.20088753410860696,0.20104974423354063,0.20105280807202736,0.20019919036871311,0.1990218213101406,0.19740107656495107,0.19239166188402243,0.18613146105300338,0.17978303087357186,0.24806195837164821,0.24646303780509596,0.24644914730742318,0.24636681063090948,0.24715457919304906,0.246724362627608,0.24594734218073505,0.2450439642569672,0.24321746186416063,0.24516507535652396]
[null,"Obs39",-1,100,0.1493396208330936,0.13411897623674099,0.18702251049266477,0.1961608480452128,0.20335316815373969,0.20849885040372457,0.21205734023232822,0.21384135978772112,0.21438006725102352,0.21298286032770655,0.2103452481216801,0.20661437784578818,0.1988040133030553,0.18989486648716838,0.18097519396526832,0.34833631348217819,0.35506243300336016,0.35494448294103781,0.35306643837592933,0.34908899081796396,0.34365782382028703,0.33651271756826046,0.32839797577154356,0.31986455159314497,0.34868290718198447]
[null,"Obs46",1,100,0.19667749726838793,0.17828161316558727,0.19350429517579532,0.19572368839387222,0.19733858413244512,0.19833793983658807,0.19904300350287021,0.19909597384166386,0.19906391363953757,0.19838900842560836,0.197416771596857,0.19604801390170995,0.19081563314908523,0.18458736953819901,0.17861224715820784,0.24533182455030375,0.24462703253514134,0.24569140835109715,0.2461303758140069,0.24529532601699225,0.24491415943666051,0.24434358698060485,0.24265389438667637,0.23985121258774325,0.24729403012426213]
[null,"Obs48",1,100,0.15407106024881631,0.13709797622653186,0.16150182713796807,0.16280191040357322,0.16333483473101176,0.16348094987654915,0.16368119905854753,0.163765334801208,0.1633544500322584,0.16196297921388089,0.15966309765039785,0.15709482169403974,0.15179840630144012,0.14546179744799942,0.1391478460979311,0.26973597430835805,0.27442418378238204,0.2764077040586766,0.2737232231317514,0.269064185468397,0.26204207907182886,0.25540656622556185,0.24616940172345625,0.23883760200429344,0.22413610457848676]
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[null,"Obs1550",-1,100,0.18948521095711848,0.16391305975355347,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.18516815636313722,0.18903583922187578,0.19163910565588768,0.19113109723838737,0.18997120711969398,0.18808993228990703,0.18720806966619361,0.1847205902904665,0.18305953639081732,0.14821845561554148]
[]
[null,"Confusion matrix for the training sample (LOW versus the others):"]
[null,"Other classes",202,321,523,61.376673040152966]
[null,"Total",620,474,1094,67.550274223034734]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"LOW",174,81,255,68.235294117647058]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Statistic","Training set","Validation set"]
[null,"Recall",0.73204903677758315,0.68235294117647061]
[null,"F-score",0.70193115029387065,0.65784499054820411]
[null,"Prevalence",0.5219378427787934,0.54255319148936165]
[null,"NER",0.5219378427787934,0.54255319148936165]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"LOW",153,418,571,73.20490367775831]
[null,"Total",474,620,1094,67.550274223034734]
[null,"Confusion matrix for the validation sample:"]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"Total",196,274,470,61.489361702127667]
[]
[null,null,"Training set","Validation set"]
[null,"Well classified observations",0.67550274223034734,0.61489361702127665]
[null,"Number of observations",1094,470]
[]
[null,"Class performance metrics for the training set:"]
[null,"HIGH",0.61376673040152963,0.67721518987341767,0.64393179538615841,0.73204903677758315,0.34860103616455856]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[null,"LOW",0.68235294117647061,0.63503649635036497,0.65784499054820411,0.53488372093023251,0.21949221652838435]
[]
[]
[null,null,"Class","Prediction (Class)"]
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{"sheet":"SVM3","index":71,"n_rows":3585,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:06:10 / End time: 07/29/2023 at 13:08:46 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1235150792"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28497574689213873,2.2217198044691824E-2]
[null,"1165",1094,0,1094,0.3717763,0.6634042,0.42644474478976219,2.8906486905708278E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1291475053016453,7.0198204989377844E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2074648182815377,6.9426129939934786E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2583548604204755,6.7784670380353212E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2904890122486263,6.6279045303303669E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3088142925959776,6.5202731394888094E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3172032484460703,6.4571628390580255E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3177263142595996,6.4159024575776866E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3081154606946972,6.3723907249163672E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2877444533820825,6.3227346496637984E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2602788054844623,6.2672191197843424E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2290259718464336,6.1971842746658394E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1956251379341878,6.104347733303666E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1620399703839135,5.9896679988743019E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8201069557586842,8.1170683821147782E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8370777824497262,8.3364627633854188E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8389151891224857,8.3338122018578431E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8289215917733106,8.1521625687231355E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.811444788848263,7.873688104069905E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7896797311700174,7.5750235294879967E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7648154584095057,7.2815462471066308E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7376817319012807,7.0201468486077417E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7090804174588672,6.8064760553142839E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7685750914990865,6.08920452772743E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",506,506,46.252285191956126]
[null,"","LOW",588,588,53.747714808043874]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.38727840000000002,0.28528399127659598,2.0306487993881711E-2]
[null,"1165",470,0,470,0.36954720000000002,0.56360849999999996,0.42663393638297881,2.6285834673106606E-2]
[null,"1403",470,0,470,1.0109387999999999,1.4918624,1.1269803431914902,6.3686102845747675E-2]
[null,"1411.5",470,0,470,1.0868788,1.5644872000000001,1.2049352238297875,6.3053356838048857E-2]
[null,"1420",470,0,470,1.138768,1.6044229999999999,1.2555715263829792,6.1628940984399021E-2]
[null,"1428.5",470,0,470,1.1733629999999999,1.6259995,1.2875276653191485,6.031486921073078E-2]
[null,"1437",470,0,470,1.1944242,1.6367834999999999,1.3057433202127655,5.9376708251472649E-2]
[null,"1445.5",470,0,470,1.2052579999999999,1.6411529,1.3140807453191494,5.8815358938496501E-2]
[null,"1454",470,0,470,1.2078371999999999,1.6395028,1.3145812585106387,5.8436227278682654E-2]
[null,"1462.5",470,0,470,1.1997283999999999,1.6283228000000001,1.3049965357446802,5.7975684472298748E-2]
[null,"1471",470,0,470,1.1811446000000001,1.6071886,1.2847170217021278,5.7419594598193902E-2]
[null,"1479.5",470,0,470,1.1564056,1.5785302999999999,1.2573864006382998,5.6797565023501327E-2]
[null,"1488",470,0,470,1.1284536999999999,1.544894,1.2262915748936165,5.6059261090487041E-2]
[null,"1496.5",470,0,470,1.0989239,1.5074015000000001,1.1930563787234041,5.5121420002277412E-2]
[null,"1505",470,0,470,1.0696516,1.4679135999999999,1.1596367785106387,5.3983560634315635E-2]
[null,"1913",470,0,470,1.6353717000000001,2.0913887,1.8116725448936168,7.616250037837452E-2]
[null,"1921.5",470,0,470,1.6491547,2.1088507000000001,1.8282534893617017,7.8148704991146123E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1102104000000002,1.8300352844680852,7.8096059236465842E-2]
[null,"1938.5",470,0,470,1.6443964,2.0974548,1.8202405961702119,7.6448251374918827E-2]
[null,"1947",470,0,470,1.6316877999999999,2.0736081999999998,1.8030897872340417,7.3874981058840286E-2]
[null,"1955.5",470,0,470,1.6157933,2.0461423000000001,1.781715209361703,7.1135691354010502E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0156945999999998,1.7573045889361705,6.844743271386218E-2]
[null,"1972.5",470,0,470,1.5767682000000001,1.9858145,1.7306242799999991,6.6036335562676796E-2]
[null,"1981",470,0,470,1.5546857999999999,1.9551349,1.7024915976595745,6.4005282156071888E-2]
[null,"2491",470,0,470,1.6219298,1.9828730999999999,1.7624121161702122,5.7580704321058468E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",232,232,49.361702127659576]
[null,"","LOW",238,238,50.638297872340424]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-1.8310655504946731]
[null,"Number of support vectors",854]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs4",1,100,0.25679386244159719,0.25115532498776688,0.33374366426530955,0.34045993646401129,0.34742062248335459,0.35298200600436136,0.35723239514538813,0.35981338630739756,0.36097617713948132,0.36074511749366073,0.35944601029010781,0.35716167310365515,0.348049622641875,0.33696787462488637,0.32653194622070458,0.64482408428926763,0.66934851450657096,0.6761291785812712,0.66420869364473234,0.64393149100739067,0.62011649912618039,0.5954468311176615,0.56870949775311563,0.54336760808229456,0.59088334695191669]
[null,"Obs7",-1,100,0.28066470980859065,0.25478769349571839,0.28470272057530643,0.28378163128269956,0.28393476480939256,0.28421176136053217,0.28495006095508468,0.28540733942940305,0.28563710770944878,0.28483193141042329,0.28387542632232887,0.28245724919312232,0.27629147679084293,0.26858026997680456,0.26121865248945308,0.43457637855033604,0.44592733324790501,0.44903467836980232,0.44228893527380453,0.43190870314938379,0.41923646129922842,0.40575946190198131,0.39165298071110805,0.37897993234172245,0.40634488368288413]
[null,"Obs8",1,100,0.1644414779536085,0.14297911825308887,0.20654303967463192,0.21169082543372611,0.2147781151793888,0.2167976322200274,0.21797685277884676,0.21832248608882038,0.21787967800860233,0.21599130755744525,0.21311234757326358,0.20953899486421157,0.20187247349218249,0.19299093558171476,0.18435523831520728,0.32962449368650665,0.33338180238897469,0.3338668427588487,0.33204451669375989,0.32887944263351498,0.32367373419437429,0.31716335658032918,0.30901628710681822,0.30118463333392537,0.31584126258135409]
[null,"Obs9",1,100,0.17483568355065876,0.15455311374528982,0.1496040882530574,0.15118316067381746,0.15254367354746243,0.15324220377573097,0.15361684105247247,0.15375992313920286,0.15351863925338916,0.15296663750081296,0.15271807412101879,0.15218016824917494,0.14909073437659229,0.14548966154411261,0.14210082864359797,0.21770847152190914,0.21785830205864315,0.21786046070297119,0.21694404632506406,0.21595999611196581,0.21414677206341523,0.21068408409209766,0.2067852149735894,0.20270618459945533,0.22981877783099983]
[null,"Obs10",1,100,0.17140653341822451,0.15302685374067423,0.19115491301345244,0.19604082785002674,0.19961039053356891,0.20179051347755989,0.20325654251796843,0.20375726374211797,0.203692480462207,0.20233437796166567,0.20048476358046829,0.19782607814637287,0.19139940616011641,0.18399468794665819,0.17704506877675297,0.32131843901428692,0.32494147265616302,0.32563585754199031,0.3228358711439866,0.31879102813237342,0.31355324230748938,0.30708303915181001,0.29954973221677972,0.29070040216625143,0.31456480709118634]
[null,"Obs15",-1,100,0.24505944629636395,0.21039002098221746,0.23604991628803049,0.24150463675371281,0.24564201552621823,0.24860142875103103,0.25074919431317638,0.25187546592214793,0.25197758616643656,0.25056168149068819,0.24819203892562633,0.24489535569478302,0.23733443998533649,0.22824041913208412,0.21973740518158974,0.39754410790368738,0.40423096489740534,0.40474851031684062,0.4017177595444445,0.39601901309762216,0.38738651629922272,0.37839827815249016,0.3687210787718998,0.35809021482134895,0.37705324440081817]
[null,"Obs16",-1,100,0.26330977666042804,0.24533935196186646,0.30133282961747332,0.30338800319460385,0.30427213339132114,0.30474800046602563,0.30520195738191647,0.30517940799288112,0.30449181332552461,0.30297218867967896,0.30088280340112811,0.29803834987321293,0.29010421149020876,0.28035644312534919,0.27068270657296689,0.36457349477916479,0.36363800291121262,0.36371797762191871,0.3640778753571049,0.36597055809357759,0.36546955889663274,0.36535212236347719,0.36346322200646003,0.36147569248281847,0.38471787472345093]
[null,"Obs17",-1,100,0.31239264370115477,0.27362574019838298,0.30571448866894152,0.30946054816958868,0.31239163603018383,0.31465483478790879,0.31631560527045066,0.31750009919973238,0.31785155188521558,0.31733009403027773,0.31629399076614351,0.31491929991737849,0.30790356851272344,0.29887660376273945,0.28984826600991087,0.4068145062382813,0.41021702115578368,0.41134463853884612,0.40937620838583688,0.40713645544489258,0.40241510833349442,0.39759316447736692,0.39213366722796261,0.3868035044006447,0.40137142517653396]
[null,"Obs18",-1,100,0.29865680800029226,0.27118324412719086,0.34301616647596833,0.34232573385593246,0.34113478523012397,0.33992883890447056,0.33972523246333758,0.33984967230318125,0.33980863352953594,0.33894348453760731,0.33778522249369752,0.33633271914848845,0.32890866125906676,0.31905809541367514,0.30882088533749819,0.38650962019259671,0.38744717959971997,0.38888054242460657,0.38717980781254507,0.38721085618637435,0.3860882055062177,0.38469340256003204,0.38367024385282689,0.38233702524430552,0.3875534231788505]
[null,"Obs19",-1,100,0.25021639567516396,0.21929966234369211,0.27921843982294337,0.28033887980303346,0.2801810013525502,0.27978287012688668,0.27968923770878412,0.27955261342750704,0.2794852409272845,0.27877488313781817,0.27764424079185485,0.27611552783451987,0.26924536998660525,0.26050686718534793,0.25168467733088656,0.34146874283072942,0.34301243749218319,0.34491181858699538,0.34320273948884672,0.34111144191713705,0.33847273300867953,0.33602523913034882,0.3328167654548605,0.33038650702101602,0.32532927593477312]
[null,"Obs20",-1,100,0.2386392270538833,0.21146913584056948,0.26739364629972717,0.2714737589752852,0.27453460441617689,0.27687942370768309,0.27870680286821514,0.28007436180801842,0.28050060418450046,0.27939246251152483,0.27768315529946119,0.27505901478219635,0.26700830675379794,0.25765526610387024,0.24867754538123144,0.42024501850262369,0.42819418110443469,0.43034442697365527,0.42655995998499435,0.42133351906093258,0.41173572095114913,0.40332695577232536,0.39228622487925785,0.38193469417802944,0.39286543507496136]
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[null,"Obs1545",1,100,9.9575672124967068E-2,8.0466923775125765E-2,5.8612553737478278E-2,5.4824748259627881E-2,5.2983882485151325E-2,5.2987568036154932E-2,5.4202558074468034E-2,5.5842273269513409E-2,5.7236491043343114E-2,5.8011620925353238E-2,5.9315090768089045E-2,6.0596027715318489E-2,6.0622460072618803E-2,5.9933217297189957E-2,5.8978514427749755E-2,8.0018035853250513E-2,8.2901843640105166E-2,8.4869077404124069E-2,8.5152509113994676E-2,8.4226828504798484E-2,8.3403386755940598E-2,8.1453813297261424E-2,7.9704320258227004E-2,7.8295603274099762E-2,3.8517983628431993E-2]
[null,"Obs1550",1,100,0.18669609006676524,0.15752230839367556,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.18516815636313722,0.18903583922187578,0.19163910565588768,0.19113109723838737,0.18997120711969398,0.18808993228990703,0.18720806966619361,0.1847205902904665,0.18305953639081732,0.14821845561554148]
[null,"Obs1558",1,100,8.0929097235713399E-2,6.5709762337554059E-2,7.3731355930043777E-2,7.8175432327050209E-2,8.2924649438720591E-2,8.7541443719149625E-2,9.1552130051775898E-2,9.4276893047491775E-2,9.5848863068631482E-2,9.6109867696617918E-2,9.5799178903889642E-2,9.4922129737194952E-2,9.1910722328024289E-2,8.8338823202836023E-2,8.4955683356716591E-2,0.20024767172328187,0.20521977199849281,0.20830801268928281,0.20792220159482852,0.20508038969119971,0.20103398472588907,0.19430093731542208,0.18700617116114762,0.17945961645415051,0.20892632051657584]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",277,229,506,54.743083003952563]
[null,"Other classes",146,442,588,75.170068027210874]
[null,"Total",423,671,1094,65.722120658135282]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",131,101,232,56.465517241379317]
[null,"Other classes",58,180,238,75.630252100840337]
[null,"Total",189,281,470,66.170212765957444]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Performance metrics (HIGH versus the others):"]
[null,"Statistic","Training set","Validation set"]
[null,"Recall",0.54743083003952564,0.56465517241379315]
[null,"FPR",0.24829931972789121,0.24369747899159666]
[null,"Cohen's kappa",0.30259243518912038,0.32170929620418615]
[null,"NER",0.53747714808043878,0.50638297872340421]
[]
[]
[null,"Bias",1.8319123634688388]
[]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs18",1,100,0.29865680800029226,0.27118324412719086,0.34301616647596833,0.34232573385593246,0.34113478523012397,0.33992883890447056,0.33972523246333758,0.33984967230318125,0.33980863352953594,0.33894348453760731,0.33778522249369752,0.33633271914848845,0.32890866125906676,0.31905809541367514,0.30882088533749819,0.38650962019259671,0.38744717959971997,0.38888054242460657,0.38717980781254507,0.38721085618637435,0.3860882055062177,0.38469340256003204,0.38367024385282689,0.38233702524430552,0.3875534231788505]
[null,"Obs22",1,100,0.12803651220183079,0.1024233278091705,0.12104279376275752,0.12326805294496203,0.12448390801106593,0.12471852498866209,0.12447188695347267,0.12364676790386307,0.12277784069594974,0.12103303062963754,0.11875543760753642,0.11631405220506547,0.11182183465936232,0.10705981562730688,0.10231135591859999,0.21716081956549907,0.21891394274410558,0.21915588767411912,0.216653552774598,0.21361913953525716,0.20916075051767491,0.20317251869434685,0.19677524304828017,0.18939940963364066,0.22131693773872108]
[null,"Obs23",-1,100,0.38823596169123326,0.32048236811361319,0.37613256433844611,0.37876338821303124,0.37975307070290604,0.38022822760755631,0.38083339489568468,0.38083967719140654,0.38019223712192551,0.37837452902923341,0.37559448859388012,0.37199884481328027,0.3611712278223016,0.34776477375405429,0.33465943880188592,0.43173474898907371,0.43173517173008447,0.43240627150969019,0.43163609430459504,0.43238667108535056,0.43279611174118093,0.43229884796103746,0.43130386496086676,0.42972602115085712,0.41676118858887218]
[null,"Obs26",-1,100,0.19338079291222413,0.15915315372774688,0.19029231022101512,0.19261556275641425,0.19374766954861783,0.19444484669526446,0.19510056168263457,0.19529075652670902,0.19495450676064263,0.19367385254044098,0.19206376836973235,0.18953467084314696,0.18313260306268783,0.17564124222696886,0.16842182000177361,0.26271590016180124,0.26180675502613882,0.26116189597125494,0.2613685901443808,0.26089261755753407,0.26005252395182449,0.25974858214998253,0.25676974577622252,0.25383702423710469,0.24952717196742999]
[null,"Obs28",1,100,0.26551220375432072,0.24668181610881532,0.27576643595970635,0.28087285044625276,0.28567925105027814,0.28949322320729803,0.29256334598787864,0.29432282041302538,0.2949687228665383,0.29464713635531409,0.29383858262244872,0.29272406807566781,0.28611670919568355,0.27813239756702629,0.27077681087698552,0.38835156761120576,0.39066589576569749,0.39252748659974646,0.39207068035128556,0.3891558297929007,0.38718005303205227,0.38288837927701713,0.37768838782010894,0.37237452425770623,0.42090071364870346]
[null,"Obs33",-1,100,0.23595447804401395,0.22319675175111844,0.26436195424764986,0.26907987272454448,0.2750974669891762,0.28077646622069469,0.28551532033426186,0.28824200344624096,0.28950113371744041,0.28875499327252019,0.28680495909807296,0.28360274474901909,0.27506462069801829,0.26525059811421414,0.25591288710252347,0.60335163753226295,0.63287567802326061,0.63913632030468481,0.62607323900308753,0.60507468775185114,0.57667086418432967,0.54685834804945632,0.51602903940460221,0.48601830871886392,0.50495609399377861]
[null,"Obs34",-1,100,0.22938710974242174,0.20498655992790812,0.26409071854685201,0.27219912606221852,0.27886754764460425,0.28380826721975427,0.28764465341844869,0.28967351890578069,0.29009171428892078,0.28830660902592531,0.28499526076889509,0.28062808608502171,0.27102273617243777,0.25969232430022576,0.24899175211699651,0.49425759144256975,0.50755254032842867,0.51003411078880256,0.50541279903040581,0.49458124421674093,0.48035205304873629,0.4666023711297001,0.45020560948173655,0.43423333773449685,0.44878069450623947]
[null,"Obs38",1,100,0.36357214439458246,0.32429098861940164,0.30893332220571501,0.31132841213440759,0.31423273301121113,0.3166112547877904,0.31879275171006838,0.3202282184825565,0.32104660468036372,0.32105152883927501,0.32114770696263939,0.32067338434644466,0.31447061889970873,0.30677773984677914,0.29950105442383107,0.37364924800847804,0.37372941375973817,0.37499380443777769,0.3743700041361665,0.37560415682858894,0.37566247407833753,0.37494251832413394,0.37250662428706693,0.36970104622558686,0.3732402595459498]
[null,"Obs39",-1,100,0.14641235205748993,0.12750048949363219,0.18702251049266477,0.1961608480452128,0.20335316815373969,0.20849885040372457,0.21205734023232822,0.21384135978772112,0.21438006725102352,0.21298286032770655,0.2103452481216801,0.20661437784578818,0.1988040133030553,0.18989486648716838,0.18097519396526832,0.34833631348217819,0.35506243300336016,0.35494448294103781,0.35306643837592933,0.34908899081796396,0.34365782382028703,0.33651271756826046,0.32839797577154356,0.31986455159314497,0.34868290718198447]
[null,"Obs42",-1,100,0.19426801518039694,0.1765355783860186,0.24673593396820215,0.25320477766219113,0.25761706216755703,0.26056637939375837,0.2629609362647487,0.26403625560267413,0.26410259811238684,0.26249817463167907,0.25993397041941513,0.25634713960015665,0.24763186503069431,0.23745169347110931,0.22757136944017961,0.3675404153159621,0.37292871519148102,0.37459362415414893,0.37206837179326874,0.36867075165337093,0.36443913845855141,0.36012779677598955,0.35289869745089519,0.34644843487355115,0.35846731856760006]
[null,"Obs44",-1,100,0.23695663045966289,0.21282565899901898,0.23257449983053763,0.23354785419787738,0.23621406742848047,0.23935578507255958,0.24201224316382142,0.24368063933594428,0.24437775118209648,0.24383574619426787,0.24293510588915512,0.2413940263314206,0.23533109715007217,0.22806780193289194,0.2212278280971971,0.47340562036796607,0.49461724920333011,0.49922712169318506,0.4900291455449638,0.4722656139381417,0.45108394163213278,0.42857059633045608,0.40529297100829309,0.38204438753656378,0.41459772321753285]
[null,"Obs50",1,100,0.35893165936050736,0.32890165858616399,0.39157102011380768,0.3938574776873715,0.39631098835695167,0.39860728698570119,0.40110685207352592,0.40285222448013014,0.4036726187257404,0.40357413552186477,0.40313206194077789,0.40209307992760873,0.39348342477115933,0.38201377853265928,0.37104713731903344,0.52670946591272882,0.53742047685877548,0.54212162664895991,0.5383022479583689,0.53069250627404663,0.52061428604471338,0.50952133338319583,0.49706456436531676,0.48637943610288592,0.48650668162417376]
[null,"Obs53",1,100,0.17480971606963885,0.14498167013512769,0.15842330989737977,0.15893185523561471,0.16078515128466436,0.1631103671665034,0.16520198412393328,0.16637559635924321,0.16650699054901039,0.1651371896208913,0.16301374099059662,0.15979583713417836,0.1538408198658115,0.14719375255420883,0.14097420560721463,0.41430475225079655,0.4372259228367521,0.44244375731293323,0.43138600051942572,0.41232598561274375,0.38788968756742281,0.36309513853953018,0.33813790951846551,0.31409988175458814,0.33168621648676366]
[null,"Obs62",-1,100,9.7371802393239892E-2,8.3882920667055522E-2,0.14556453976254852,0.15467948408166587,0.162905094649445,0.16974909641666919,0.17478515296600722,0.17784528049885215,0.17880613278727181,0.17730619736354189,0.17355106000339127,0.16824124583962749,0.1595252589623766,0.15004237445559879,0.14098349336906377,0.51318219802323717,0.54243318751692904,0.54847417525736397,0.53594367118438635,0.51346442181186924,0.4866602736993853,0.45741526303633662,0.42599088700025095,0.39620600156354224,0.41882854848182854]
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[]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[]
[null,"Total",281,189,470,66.170212765957444]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Precision",0.6587183308494784,0.64056939501779364]
[null,"Recall",0.75170068027210879,0.75630252100840334]
[null,"Specificity",0.54743083003952564,0.56465517241379315]
[null,"Cohen's kappa",0.30259243518912038,0.32170929620418615]
[]
[null,"Confusion matrix for the training sample:"]
[null,"HIGH",277,229,506,54.743083003952563]
[null,"LOW",146,442,588,75.170068027210874]
[null,"Confusion matrix for the validation sample:"]
[]
[null,"LOW",58,180,238,75.630252100840337]
[null,"Total",189,281,470,66.170212765957444]
[]
[null,null,"Training set","Validation set"]
[null,"Cohen's kappa",0.30259243518912038,0.32170929620418615]
[]
[]
[null,"LOW",0.75170068027210879,0.6587183308494784,0.70214455917394747,0.54743083003952564,0.30626307692004212]
[]
[null,"Class performance metrics for the validation set:"]
[null,"HIGH",0.56465517241379315,0.69312169312169314,0.62232779097387181,0.75630252100840334,0.32726246647727952]
[]
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{"sheet":"Log(Binary)9","index":73,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 13:05:19 / End time: 07/29/2023 at 13:05:26 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 284530805"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.2852945671846433,2.1820548647520761E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42686408372943296,2.8425507805617756E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1284696797989031,6.9371361313742774E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2066938850091395,6.8677759320961984E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2575406669104219,6.7099038914126038E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2896610106946971,6.5626115148856815E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3079938236745887,6.4560222263307029E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3164048647166366,6.3926092075144783E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3169564672760485,6.3501225702743455E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3074005855575841,6.3033039302502494E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2871110762340057,6.2485545445775705E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2597402813528331,6.1880409479680938E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2285870062157231,6.1138470691532901E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1952829165447891,6.0179493312974529E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1617893961608803,5.9010556178815482E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8171256573126142,8.097520184032439E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8339725154478967,8.3030604425411408E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8358152881170047,8.293957361508679E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8259319404936014,8.1127624710920096E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8086123812614234,7.8394565483310821E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7870148824497265,7.546113256670145E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7623527103290679,7.2589344142454992E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7354159317184654,7.0037746715811408E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7070144249542949,6.7938374707930946E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7665781185557594,6.072376578285342E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",502,502,45.886654478976233]
[null,"","LOW",592,592,54.113345521023767]
[null,"Class","HIGH",502,502,45.886654478976233]
[null,"","LOW",592,592,54.113345521023767]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.38896029999999998,0.28454188617021309,2.1277473541730003E-2]
[null,"1165",470,0,470,0.37279610000000002,0.57106920000000005,0.42565785808510626,2.7462969625764787E-2]
[null,"1403",470,0,470,1.0209697,1.5148330999999999,1.1285580902127645,6.5788678233011669E-2]
[null,"1411.5",470,0,470,1.0965852,1.5825511999999999,1.2067296940425498,6.4969787590148584E-2]
[null,"1420",470,0,470,1.1481858,1.6284947000000001,1.2574666917021271,6.339619815087312E-2]
[null,"1428.5",470,0,470,1.1825897999999999,1.6568811999999999,1.2894549710638299,6.2005758915141929E-2]
[null,"1437",470,0,470,1.2007026999999999,1.6728926,1.3076530925531911,6.1044450901345949E-2]
[null,"1445.5",470,0,470,1.2084292999999999,1.6803224000000001,1.3159391108510641,6.0491677189854216E-2]
[null,"1454",470,0,470,1.2086937,1.6807863999999999,1.3163732002127653,6.0143081344721232E-2]
[null,"1462.5",470,0,470,1.1997283999999999,1.6707983,1.3066605217021274,5.9763713205742162E-2]
[null,"1471",470,0,470,1.1811446000000001,1.6500328,1.2861913080851057,5.9331012150957554E-2]
[null,"1479.5",470,0,470,1.1564056,1.6213843999999999,1.2586399014893608,5.8828636108065095E-2]
[null,"1488",470,0,470,1.1284536999999999,1.5879083000000001,1.2273133374468086,5.8188017585603546E-2]
[null,"1496.5",470,0,470,1.0989239,1.5504826,1.1938529536170217,5.732055697525458E-2]
[null,"1505",470,0,470,1.0696516,1.5111136000000001,1.1602200300000005,5.6232574669431351E-2]
[null,"1913",470,0,470,1.6353717000000001,2.1057758,1.8186119927659563,7.6960468399143389E-2]
[null,"1921.5",470,0,470,1.6491547,2.1175404000000002,1.8354814938297868,7.9307857816218436E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1198926,1.8372507987234039,7.9418291686793041E-2]
[null,"1938.5",470,0,470,1.6443964,2.1138697,1.8271994865957437,7.7752051945067374E-2]
[null,"1947",470,0,470,1.6316877999999999,2.1001484000000001,1.8096826678723412,7.503996375147394E-2]
[null,"1955.5",470,0,470,1.6157933,2.0851525999999998,1.7879180700000012,7.2153026814698082E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0674646000000001,1.7630370280851078,6.9288460454096396E-2]
[null,"1972.5",470,0,470,1.5767682000000001,2.0469279,1.7358982914893613,6.6701253507649855E-2]
[null,"1981",470,0,470,1.5546857999999999,2.0260672999999998,1.7073005248936162,6.45531454685946E-2]
[null,"2491",470,0,470,1.6254265000000001,2.0119349999999998,1.7670603893617025,5.8221076996389405E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",236,236,50.212765957446805]
[null,"","LOW",234,234,49.787234042553195]
[null,"Class","HIGH",236,236,50.212765957446805]
[null,"","LOW",234,234,49.787234042553195]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99104889888576186,0.88493075871903004,0.86917556046478439,0.85678045178700424,0.84769648932901631,0.84207991446940234,0.83952904164346154,0.83973528722293422,0.84370529940596994,0.85133462291955841,0.86058440001605319,0.86980233068233037,0.87850620881559627,0.88621340096729384,0.26779436092093623,0.23859142007933537,0.23501360328145071,0.25076643575763841,0.28026876226065089,0.31904588128496741,0.36494914256093736,0.41600343617811669,0.46928956465081217,0.40927689107484,6.3504074758148024E-2,-6.3504074758147858E-2,-6.3504074758150536E-2]
[null,"1165",0.99104889888576186,1,0.91499633567980909,0.90138717408825553,0.89122936727063606,0.88418565027309981,0.88021524881222057,0.8788247980252194,0.87981652897265838,0.88439975105293145,0.89245651847475371,0.90191113084274666,0.91118838391511525,0.91986299710011377,0.92749300883303321,0.3154566374383117,0.2868696245369961,0.2839495452987888,0.30043542533222717,0.33065692489568499,0.37008494756580473,0.41647134296654847,0.46782454732136841,0.52118768856629472,0.45842002092531137,5.8805978351317151E-2,-5.8805978351335483E-2,-5.8805978351336143E-2]
[null,"1403",0.88493075871903004,0.91499633567980909,1,0.99888759408897787,0.9962874434889657,0.99304652018695916,0.98994364302598692,0.98756533560166004,0.98605048861108713,0.98518260404408109,0.98455829549386831,0.98371025365615583,0.98226417673056876,0.98007615845265095,0.97726639677035065,0.58796249413281854,0.55915983029430449,0.55519453257133999,0.57032653968337976,0.5982352638102485,0.63405051129062151,0.67519140531878552,0.7190694003795568,0.76280581777172074,0.70857125916894581,0.13972749841949247,-0.13972749841951351,-0.1397274984195237]
[null,"1411.5",0.86917556046478439,0.90138717408825553,0.99888759408897787,1,0.9991921739789561,0.99728483612374041,0.99504778356056245,0.99312315474320967,0.99173779310166255,0.99063403553297402,0.98938277206169889,0.98766000013998445,0.98525921930650262,0.98209700752057794,0.97836337846474986,0.61520210296336542,0.58687415217034822,0.58312213386400158,0.59831819926869878,0.62607390131721952,0.66151132043725902,0.70201392478912683,0.74494842729402333,0.78744537960477068,0.73499838708071286,0.14419284869575005,-0.14419284869573787,-0.1441928486957525]
[null,"1420",0.85678045178700424,0.89122936727063606,0.9962874434889657,0.9991921739789561,1,0.99941547898009886,0.99813195050835113,0.99678730076881394,0.99567606032242773,0.99456304592691147,0.99301758931047035,0.99080581005583401,0.98784298509665069,0.98410116136187964,0.97981977834637812,0.63636737552454081,0.60867361646365636,0.60523213028866008,0.62052446322963284,0.64815677873727551,0.68325761280673547,0.72319544043936346,0.7653218270854012,0.80678258853407825,0.75545537947185371,0.14381588019701746,-0.14381588019706093,-0.14381588019705172]
[null,"1428.5",0.84769648932901631,0.88418565027309981,0.99304652018695916,0.99728483612374041,0.99941547898009886,1,0.9996226243224613,0.99887898406525966,0.99811053331383903,0.99714227472648131,0.9955552441500507,0.99315885610057952,0.9899470902665104,0.98593659403609568,0.9813976051108908,0.65061171783534266,0.62355562760318672,0.62045761817270662,0.63588528815648238,0.66347118479766043,0.69835356672867066,0.73790203106155527,0.77946816404415875,0.82021258836516919,0.76929436080075053,0.14014590153423204,-0.14014590153425424,-0.1401459015342473]
[null,"1437",0.84207991446940234,0.88021524881222057,0.98994364302598692,0.99504778356056245,0.99813195050835113,0.9996226243224613,1,0.99979389032558208,0.99937391516446628,0.99864381173168038,0.99720163523699479,0.99485856109580473,0.99164754676140432,0.98761558028854202,0.98304701546899764,0.65766399355013472,0.63112369095842358,0.62834543398306186,0.64394720960356833,0.67159241999332797,0.70642636473044484,0.7458277434888998,0.78715389768519439,0.8275745527082714,0.77645584145360824,0.13476671895296408,-0.13476671895297698,-0.13476671895300377]
[null,"1445.5",0.83952904164346154,0.8788247980252194,0.98756533560166004,0.99312315474320967,0.99678730076881394,0.99887898406525966,0.99979389032558208,1,0.99987560072071657,0.99940329383464566,0.99819708952936859,0.99604358750504951,0.99298467695853521,0.98908389652330564,0.98462751063979459,0.65920438762486944,0.63300992462120087,0.63048313266214517,0.64626307616949519,0.67403494518062534,0.70894792758084269,0.74839154470781666,0.7897297249719466,0.83013588990787146,0.77848145808170166,0.12936840069508559,-0.12936840069512148,-0.12936840069509969]
[null,"1454",0.83973528722293422,0.87981652897265838,0.98605048861108713,0.99173779310166255,0.99567606032242773,0.99811053331383903,0.99937391516446628,0.99987560072071657,1,0.99980212083715514,0.99890742751597816,0.99705526208849682,0.99427356585296522,0.99063054788301819,0.98640494116249022,0.65636726988941829,0.63036107463691871,0.62802441308729784,0.64399040592736867,0.67195431747276479,0.70706590183548967,0.7467228402216618,0.78829615483262439,0.8289554920810982,0.77660544081256666,0.12464958973203057,-0.12464958973193527,-0.12464958973201053]
[null,"1462.5",0.84370529940596994,0.88439975105293145,0.98518260404408109,0.99063403553297402,0.99456304592691147,0.99714227472648131,0.99864381173168038,0.99940329383464566,0.99980212083715514,1,0.99962704653217827,0.99833040165948472,0.99608918183140971,0.99296435500006019,0.98921253550379373,0.64711481615290933,0.62116628848099731,0.61900839923258288,0.63523274681518327,0.66353320557060236,0.69905915288973863,0.73921466436125294,0.78138192509744642,0.82271682194256779,0.76926465473287842,0.11903824156798501,-0.11903824156794857,-0.11903824156797448]
[null,"1471",0.85133462291955841,0.89245651847475371,0.98455829549386831,0.98938277206169889,0.99301758931047035,0.9955552441500507,0.99720163523699479,0.99819708952936859,0.99890742751597816,0.99962704653217827,1,0.99952981770741911,0.99810887077477839,0.99578062117718602,0.9927633734727721,0.63094025674118037,0.60493344659890569,0.60294805575537147,0.61950011191533005,0.64827809164559591,0.68442696373648448,0.72535939527463356,0.7684761911480219,0.81090913316786395,0.75591919224606596,0.11178692159991448,-0.11178692159995786,-0.11178692159995879]
[null,"1479.5",0.86058440001605319,0.90191113084274666,0.98371025365615583,0.98766000013998445,0.99080581005583401,0.99315885610057952,0.99485856109580473,0.99604358750504951,0.99705526208849682,0.99833040165948472,0.99952981770741911,1,0.99952202624562836,0.99811653255128874,0.99595539069835226,0.61119289939147137,0.5850685844238267,0.58323006299981439,0.600104853603319,0.62938369919616399,0.6662061835169103,0.70799656049840098,0.7521807372457775,0.79586448808738663,0.73918778186564338,0.10389119941097616,-0.10389119941096603,-0.10389119941097848]
[null,"1488",0.86980233068233037,0.91118838391511525,0.98226417673056876,0.98525921930650262,0.98784298509665069,0.9899470902665104,0.99164754676140432,0.99298467695853521,0.99427356585296522,0.99608918183140971,0.99810887077477839,0.99952202624562836,1,0.99953422919406876,0.9982488204043013,0.59065647336673832,0.56441327347337089,0.56270068885881708,0.57986165287677338,0.60959690952235157,0.64704541080142686,0.68964549798012509,0.73485207169766509,0.77974827107350142,0.72150764732832073,9.6347717996994042E-2,-9.6347717997034968E-2,-9.6347717997023741E-2]
[null,"1496.5",0.87850620881559627,0.91986299710011377,0.98007615845265095,0.98209700752057794,0.98410116136187964,0.98593659403609568,0.98761558028854202,0.98908389652330564,0.99063054788301819,0.99296435500006019,0.99578062117718602,0.99811653255128874,0.99953422919406876,1,0.99958725281082705,0.57019298100858018,0.54385610531036088,0.5422565829022219,0.55966181317348951,0.58979342576590532,0.62779492114160784,0.6711196294688393,0.71725724304618987,0.76327155381223977,0.70365618567097521,8.9083038071871096E-2,-8.9083038071826007E-2,-8.9083038071839982E-2]
[null,"1505",0.88621340096729384,0.92749300883303321,0.97726639677035065,0.97836337846474986,0.97981977834637812,0.9813976051108908,0.98304701546899764,0.98462751063979459,0.98640494116249022,0.98921253550379373,0.9927633734727721,0.99595539069835226,0.9982488204043013,0.99958725281082705,1,0.55104579300606005,0.52465121647442525,0.52315048499364003,0.5407496889198169,0.57119867975836836,0.60965290155016338,0.6535793705740317,0.70050566390021018,0.74748065768554239,0.68675700190153022,8.2579944188069063E-2,-8.2579944188168039E-2,-8.2579944188138493E-2]
[null,"1913",0.26779436092093623,0.3154566374383117,0.58796249413281854,0.61520210296336542,0.63636737552454081,0.65061171783534266,0.65766399355013472,0.65920438762486944,0.65636726988941829,0.64711481615290933,0.63094025674118037,0.61119289939147137,0.59065647336673832,0.57019298100858018,0.55104579300606005,1,0.99915311263012119,0.99869729383276762,0.99900521298546352,0.99858445650600536,0.99582405624427661,0.98922546662437116,0.97762035941076786,0.96047052586699377,0.97041910278304944,0.22045785513882019,-0.22045785513882787,-0.22045785513884913]
[null,"1921.5",0.23859142007933537,0.2868696245369961,0.55915983029430449,0.58687415217034822,0.60867361646365636,0.62355562760318672,0.63112369095842358,0.63300992462120087,0.63036107463691871,0.62116628848099731,0.60493344659890569,0.5850685844238267,0.56441327347337089,0.54385610531036088,0.52465121647442525,0.99915311263012119,1,0.99989485528876809,0.99952901359394963,0.99776297796674318,0.99320536596726228,0.98446776802594715,0.97050492201764305,0.95091217707705322,0.96253851033421189,0.21620295402471973,-0.21620295402469203,-0.21620295402472106]
[null,"1930",0.23501360328145071,0.2839495452987888,0.55519453257133999,0.58312213386400158,0.60523213028866008,0.62045761817270662,0.62834543398306186,0.63048313266214517,0.62802441308729784,0.61900839923258288,0.60294805575537147,0.58323006299981439,0.56270068885881708,0.5422565829022219,0.52315048499364003,0.99869729383276762,0.99989485528876809,1,0.99968260572573786,0.99787871947001183,0.99322483801073613,0.98434936823068542,0.9702241219913682,0.95045986374239988,0.9617773188370865,0.21281369197439229,-0.2128136919744702,-0.2128136919744345]
[null,"1938.5",0.25076643575763841,0.30043542533222717,0.57032653968337976,0.59831819926869878,0.62052446322963284,0.63588528815648238,0.64394720960356833,0.64626307616949519,0.64399040592736867,0.63523274681518327,0.61950011191533005,0.600104853603319,0.57986165287677338,0.55966181317348951,0.5407496889198169,0.99900521298546352,0.99952901359394963,0.99968260572573786,1,0.99916609442217008,0.99572326941606359,0.98824934222505967,0.9756456756859897,0.95744364937639304,0.96702762811300302,0.2101464932432176,-0.21014649324325102,-0.21014649324325063]
[null,"1947",0.28026876226065089,0.33065692489568499,0.5982352638102485,0.62607390131721952,0.64815677873727551,0.66347118479766043,0.67159241999332797,0.67403494518062534,0.67195431747276479,0.66353320557060236,0.64827809164559591,0.62938369919616399,0.60959690952235157,0.58979342576590532,0.57119867975836836,0.99858445650600536,0.99776297796674318,0.99787871947001183,0.99916609442217008,1,0.99864419229868406,0.99360935097937253,0.98367945485362618,0.96824522005878966,0.97500281536912869,0.20747358625975956,-0.2074735862597116,-0.20747358625977869]
[null,"1955.5",0.31904588128496741,0.37008494756580473,0.63405051129062151,0.66151132043725902,0.68325761280673547,0.69835356672867066,0.70642636473044484,0.70894792758084269,0.70706590183548967,0.69905915288973863,0.68442696373648448,0.6662061835169103,0.64704541080142686,0.62779492114160784,0.60965290155016338,0.99582405624427661,0.99320536596726228,0.99322483801073613,0.99572326941606359,0.99864419229868406,1,0.99812102727106555,0.99166536363355284,0.9798523309193401,0.98306782466302334,0.20495854340899705,-0.20495854340901637,-0.20495854340901892]
[null,"1964",0.36494914256093736,0.41647134296654847,0.67519140531878552,0.70201392478912683,0.72319544043936346,0.73790203106155527,0.7458277434888998,0.74839154470781666,0.7467228402216618,0.73921466436125294,0.72535939527463356,0.70799656049840098,0.68964549798012509,0.6711196294688393,0.6535793705740317,0.98922546662437116,0.98446776802594715,0.98434936823068542,0.98824934222505967,0.99360935097937253,0.99812102727106555,1,0.99768006137669651,0.99020305292302246,0.98907749815464396,0.20188436108281133,-0.20188436108283717,-0.2018843610828481]
[null,"1972.5",0.41600343617811669,0.46782454732136841,0.7190694003795568,0.74494842729402333,0.7653218270854012,0.77946816404415875,0.78715389768519439,0.7897297249719466,0.78829615483262439,0.78138192509744642,0.7684761911480219,0.7521807372457775,0.73485207169766509,0.71725724304618987,0.70050566390021018,0.97762035941076786,0.97050492201764305,0.9702241219913682,0.9756456756859897,0.98367945485362618,0.99166536363355284,0.99768006137669651,1,0.9973968553595135,0.99127409668882072,0.19751449043247665,-0.19751449043250341,-0.19751449043252464]
[null,"1981",0.46928956465081217,0.52118768856629472,0.76280581777172074,0.78744537960477068,0.80678258853407825,0.82021258836516919,0.8275745527082714,0.83013588990787146,0.8289554920810982,0.82271682194256779,0.81090913316786395,0.79586448808738663,0.77974827107350142,0.76327155381223977,0.74748065768554239,0.96047052586699377,0.95091217707705322,0.95045986374239988,0.95744364937639304,0.96824522005878966,0.9798523309193401,0.99020305292302246,0.9973968553595135,1,0.98845964994711888,0.19150822142772655,-0.19150822142771115,-0.1915082214277353]
[null,"2491",0.40927689107484,0.45842002092531137,0.70857125916894581,0.73499838708071286,0.75545537947185371,0.76929436080075053,0.77645584145360824,0.77848145808170166,0.77660544081256666,0.76926465473287842,0.75591919224606596,0.73918778186564338,0.72150764732832073,0.70365618567097521,0.68675700190153022,0.97041910278304944,0.96253851033421189,0.9617773188370865,0.96702762811300302,0.97500281536912869,0.98306782466302334,0.98907749815464396,0.99127409668882072,0.98845964994711888,1,0.21023575204192152,-0.21023575204192835,-0.21023575204194311]
[null,"Class-HIGH",6.3504074758148024E-2,5.8805978351317151E-2,0.13972749841949247,0.14419284869575005,0.14381588019701746,0.14014590153423204,0.13476671895296408,0.12936840069508559,0.12464958973203057,0.11903824156798501,0.11178692159991448,0.10389119941097616,9.6347717996994042E-2,8.9083038071871096E-2,8.2579944188069063E-2,0.22045785513882019,0.21620295402471973,0.21281369197439229,0.2101464932432176,0.20747358625975956,0.20495854340899705,0.20188436108281133,0.19751449043247665,0.19150822142772655,0.21023575204192152,1,-0.99999999999999911,-1]
[null,"Class-LOW",-6.3504074758147858E-2,-5.8805978351335483E-2,-0.13972749841951351,-0.14419284869573787,-0.14381588019706093,-0.14014590153425424,-0.13476671895297698,-0.12936840069512148,-0.12464958973193527,-0.11903824156794857,-0.11178692159995786,-0.10389119941096603,-9.6347717997034968E-2,-8.9083038071826007E-2,-8.2579944188168039E-2,-0.22045785513882787,-0.21620295402469203,-0.2128136919744702,-0.21014649324325102,-0.2074735862597116,-0.20495854340901637,-0.20188436108283717,-0.19751449043250341,-0.19150822142771115,-0.21023575204192835,-0.99999999999999911,1,1]
[null,"Class",-6.3504074758150536E-2,-5.8805978351336143E-2,-0.1397274984195237,-0.1441928486957525,-0.14381588019705172,-0.1401459015342473,-0.13476671895300377,-0.12936840069509969,-0.12464958973201053,-0.11903824156797448,-0.11178692159995879,-0.10389119941097848,-9.6347717997023741E-2,-8.9083038071839982E-2,-8.2579944188138493E-2,-0.22045785513884913,-0.21620295402472106,-0.2128136919744345,-0.21014649324325063,-0.20747358625977869,-0.20495854340901892,-0.2018843610828481,-0.19751449043252464,-0.1915082214277353,-0.21023575204194311,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1509.1936348912964,1.0855168630533554E-2]
[null,"R²(McFadden)",0,0.99999280730558393]
[null,"R²(Cox and Snell)",0,0.74829787629156108]
[null,"R²(Nagelkerke)",0,0.98858914158852218]
[null,"AIC",1511.1936348912964,54.010855168630535]
[null,"SBC",1516.1912308742783,188.94594670914256]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.541:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1509.1827797226658,0]
[null,"Score",26,1094.0027534365654,0]
[null,"Wald",26,0.80411786523758289,0.99999999999999922]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,3.5489172731903553E-25,0.99999999999952471,0,1]
[null,"1165",1,3.7227311438705495E-25,0.99999999999951317,3.3440437918752508E-13,0.99999953860164748]
[null,"1403",1,2.1657807735747033E-26,0.99999999999988254,0,1]
[null,"1411.5",1,9.8465374915248096E-26,0.99999999999974964,0,1]
[null,"1420",1,4.5241936455770073E-25,0.99999999999946332,0,1]
[null,"1428.5",1,1.3580117886821261E-24,0.99999999999907019,1.0391687510491465E-13,0.99999974279281234]
[null,"1437",1,1.5861585084762885E-24,0.99999999999899514,0,1]
[null,"1445.5",1,2.8992397626946657E-25,0.99999999999957034,0,1]
[null,"1454",1,4.8648054422737107E-26,0.99999999999982403,0,1]
[null,"1462.5",1,5.6299746541371464E-26,0.99999999999981071,0,1]
[null,"1471",1,1.7125819313640721E-26,0.99999999999989564,0,1]
[null,"1479.5",1,2.0482313329152412E-26,0.99999999999988576,0,1]
[null,"1488",1,2.1642895271813678E-26,0.99999999999988265,0,1]
[null,"1496.5",1,1.1885690545446115E-26,0.99999999999991296,0,1]
[null,"1505",1,5.402636521351733E-27,0.99999999999994138,0,1]
[null,"1913",1,3.4542262950800182E-28,0.99999999999998512,0,1]
[null,"1921.5",1,2.1216363380947225E-27,0.99999999999996325,0,1]
[null,"1930",1,1.7670929462411872E-27,0.99999999999996647,0,1]
[null,"1938.5",1,3.8588291726815669E-29,0.999999999999995,0,1]
[null,"1947",1,7.7621370990408845E-29,0.99999999999999301,0,1]
[null,"1955.5",1,9.3570771328236555E-29,0.99999999999999223,0,1]
[null,"1964",1,5.1892838882588344E-29,0.99999999999999423,0,1]
[null,"1972.5",1,3.305566658154485E-28,0.99999999999998546,0,1]
[null,"1981",1,1.5215397133823098E-28,0.99999999999999012,0,1]
[null,"2491",1,4.188826753590891E-28,0.99999999999998368,0,1]
[null,"Class",1,0.64433259464560166,0.42214624266138034,1266.2615492858315,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.4901415139898866E-3,1,0.9602010271946021]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.213298685368608,793.18774190817066,2.3709039960324854E-4,0.98771486636787498,-1542.4061084332973,1566.8327058040343]
[null,"961",-6.4014703288562055E-9,10745.627929457582,3.5489172731903548E-25,0.99999999999952471,-21061.043733010971,21061.043732998165]
[null,"1165",7.8102015952091385E-9,12800.631860110998,3.72273114387055E-25,0.99999999999951317,-25088.777425165699,25088.777425181321]
[null,"1403",1.0931428926874846E-8,74279.622591613035,2.165780773574703E-26,0.99999999999988254,-145585.38506477833,145585.38506480021]
[null,"1411.5",-6.7714283621747238E-8,215793.57941242601,9.8465374915248096E-26,0.99999999999974964,-422947.64374340669,422947.6437432713]
[null,"1420",1.7236318058599207E-7,256255.9197196037,4.5241936455770064E-25,0.99999999999946332,-502252.37347543822,502252.37347578292]
[null,"1428.5",-2.8837757007313189E-7,247462.67775988567,1.3580117886821259E-24,0.99999999999907019,-485017.9359275052,485017.93592692848]
[null,"1437",3.0793726377039781E-7,244505.68077858127,1.5861585084762881E-24,0.99999999999899514,-479222.32834115863,479222.32834177447]
[null,"1445.5",-1.2026945261539379E-7,223364.04620801573,2.8992397626946666E-25,0.99999999999957034,-437785.48600897141,437785.48600873089]
[null,"1454",-5.1295375258156883E-8,232565.59829341451,4.8648054422737101E-26,0.99999999999982403,-455820.19669815351,455820.19669805095]
[null,"1462.5",5.7898352126517341E-8,244013.01069206436,5.6299746541371464E-26,0.99999999999981071,-478256.71271557524,478256.71271569107]
[null,"1471",-3.275487219363513E-8,250293.87980750133,1.7125819313640718E-26,0.99999999999989564,-490566.98997353233,490566.98997346679]
[null,"1479.5",3.6317576858463033E-8,253762.45169920335,2.0482313329152406E-26,0.99999999999988576,-497365.26595898718,497365.26595905982]
[null,"1488",-4.3495595393188606E-8,295656.61555317993,2.1642895271813675E-26,0.99999999999988265,-579476.31827528088,579476.3182751938]
[null,"1496.5",3.2125125040035755E-8,294667.75703271298,1.1885690545446112E-26,0.99999999999991296,-577538.19118928444,577538.1911893487]
[null,"1505",-1.1974467556778551E-8,162912.09801179136,5.4026365213517316E-27,0.99999999999994138,-319301.84474898234,319301.84474895836]
[null,"1913",-5.0213400349850502E-10,27017.44269388419,3.4542262950800178E-28,0.99999999999998512,-52953.214634388321,52953.214634387317]
[null,"1921.5",1.9753314744716538E-9,42884.910808774439,2.1216363380947228E-27,0.99999999999996325,-84052.880665408389,84052.880665412347]
[null,"1930",-1.8326271335218076E-9,43595.776325799052,1.7670929462411868E-27,0.99999999999996647,-85446.151476631887,85446.15147662822]
[null,"1938.5",-2.7552942228258203E-10,44354.757077308168,3.8588291726815663E-29,0.999999999999995,-86933.726414547331,86933.726414546778]
[null,"1947",4.0389737186651216E-10,45843.775030514647,7.7621370990408856E-29,0.99999999999999301,-89852.147975164902,89852.147975165717]
[null,"1955.5",4.8417851547707423E-10,50053.610501595584,9.3570771328236544E-29,0.99999999999999223,-98103.273879322674,98103.273879323635]
[null,"1964",3.8652250839356778E-10,53656.343573532162,5.1892838882588356E-29,0.99999999999999423,-105164.5009462298,105164.50094623059]
[null,"1972.5",-1.0500395296466526E-9,57754.08252759598,3.3055666581544846E-28,0.99999999999998546,-113195.92171424316,113195.92171424106]
[null,"1981",4.9623096302922369E-10,40229.275661957756,1.5215397133823098E-28,0.99999999999999012,-78847.931421570436,78847.931421571426]
[null,"2491",-4.4637444958163969E-11,2180.9872581934337,4.1888267535908937E-28,0.99999999999998368,-4274.6564767999334,4274.6564767998443]
[null,"Class-HIGH",-24.427809314665318,30.431928192504405,0.64433259464560166,0.42214624266138034,-84.073292552083046,35.217673922752404,2.4611450478874062E-11,3.0720831706451141E-37,1971702786115874.3]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",-7.6976396683482463E-11,129.21402047001743,3.5489172731903571E-25,0.99999999999952471,-253.25482641893237,253.25482641877844]
[null,"1165",1.2234399293241491E-10,200.51728431498051,3.72273114387055E-25,0.99999999999951317,-393.00665553501767,393.00665553526233]
[null,"1403",4.1789707087405301E-10,2839.6321207697324,2.165780773574703E-26,0.99999999999988254,-5565.5766860513504,5565.5766860521853]
[null,"1411.5",-2.5627637972158626E-9,8167.0800222743583,9.8465374915248096E-26,0.99999999999974964,-16007.182702516884,16007.182702511758]
[null,"1420",6.3734263819123365E-9,9475.5053469630875,4.5241936455770064E-25,0.99999999999946332,-18571.649215357982,18571.64921537073]
[null,"1428.5",-1.0429184461308529E-8,8949.4960131355074,1.3580117886821259E-24,0.99999999999907019,-17540.689865540822,17540.689865519962]
[null,"1437",1.0955682505899012E-8,8698.9361946663448,1.5861585084762887E-24,0.99999999999899514,-17049.601645346986,17049.601645368894]
[null,"1445.5",-4.2368751340392664E-9,7868.7110703288454,2.8992397626946657E-25,0.99999999999957034,-15422.39030260039,15422.390302591917]
[null,"1454",-1.7950332355891015E-9,8138.4135760846975,4.8648054422737101E-26,0.99999999999982403,-15950.997500419626,15950.997500416035]
[null,"1462.5",2.0111600158015997E-9,8476.0479774429659,5.6299746541371487E-26,0.99999999999981071,-16612.748767019766,16612.74876702379]
[null,"1471",-1.1278923448002548E-9,8618.7040912982939,1.7125819313640718E-26,0.99999999999989564,-16892.349612353795,16892.34961235154]
[null,"1479.5",1.2384606661242802E-9,8653.5182728054388,2.0482313329152412E-26,0.99999999999988576,-16960.584154256674,16960.584154259148]
[null,"1488",-1.4654534439978216E-9,9961.2616308960205,2.1642895271813681E-26,0.99999999999988265,-19523.714037138383,19523.714037135451]
[null,"1496.5",1.0653824250348587E-9,9772.22187231508,1.1885690545446115E-26,0.99999999999991296,-19153.202918671061,19153.202918673192]
[null,"1505",-3.8940192509695954E-10,5297.7958549367586,5.402636521351733E-27,0.99999999999994138,-10383.489073122018,10383.48907312124]
[null,"1913",-2.2407006790354891E-11,1205.6144727941919,3.4542262950800191E-28,0.99999999999998512,-2362.9609459168828,2362.9609459168382]
[null,"1921.5",9.0383750341212321E-11,1962.2524735916411,2.1216363380947235E-27,0.99999999999996325,-3845.9441768141587,3845.9441768143397]
[null,"1930",-8.3762201903893822E-11,1992.592029204025,1.7670929462411868E-27,0.99999999999996647,-3905.4086131215554,3905.408613121388]
[null,"1938.5",-1.2318247250365572E-11,1982.9928139138117,3.8588291726815663E-29,0.999999999999995,-3886.5944968728195,3886.5944968727949]
[null,"1947",1.7448944415937121E-11,1980.5166808278987,7.7621370990408856E-29,0.99999999999999301,-3881.7413652034725,3881.741365203507]
[null,"1955.5",2.0134507371028461E-11,2081.473583349617,9.3570771328236577E-29,0.99999999999999223,-4079.6132581367588,4079.6132581367988]
[null,"1964",1.5461792349191069E-11,2146.3775706072511,5.1892838882588378E-29,0.99999999999999423,-4206.8227356147727,4206.8227356148036]
[null,"1972.5",-4.0527516263743988E-11,2229.0870513440577,3.3055666581544846E-28,0.99999999999998546,-4368.9303390389796,4368.9303390388977]
[null,"1981",1.8578523103101591E-11,1506.154559046952,1.5215397133823093E-28,0.99999999999999012,-2952.008690882813,2952.0086908828503]
[null,"2491",-1.4937234491625745E-12,72.983384531566657,4.1888267535908937E-28,0.99999999999998368,-143.0448051517098,143.04480515170678]
[null,"Class-HIGH",-6.711052956239528,8.3605647575513604,0.64433259464560166,0.42214624266138034,-23.097458771455038,9.6753528589759838]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
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[null,"Obs3","LOW","LOW",4.9639753569695209E-6,0.99999503602464301]
[null,"Obs5","HIGH","HIGH",0.99999504203697864,4.9579630213125732E-6]
[null,"Obs6","LOW","LOW",4.9639753636073098E-6,0.99999503602463635]
[null,"Obs7","LOW","LOW",4.9639753630617825E-6,0.99999503602463702]
[null,"Obs8","HIGH","HIGH",0.99999504203697998,4.9579630200028307E-6]
[null,"Obs9","HIGH","HIGH",0.99999504203698042,4.9579630196486278E-6]
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[null,"Obs13","LOW","LOW",4.9639753634657325E-6,0.99999503602463657]
[null,"Obs15","LOW","LOW",4.9639753634527611E-6,0.99999503602463657]
[null,"Obs16","LOW","LOW",4.9639753629136441E-6,0.99999503602463702]
[null,"Obs17","LOW","LOW",4.9639753630220414E-6,0.99999503602463702]
[null,"Obs21","HIGH","HIGH",0.99999504203697975,4.9579630201903418E-6]
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[null,"Obs26","HIGH","HIGH",0.9999950420369802,4.9579630198766423E-6]
[null,"Obs27","LOW","LOW",4.9639753630234433E-6,0.99999503602463702]
[null,"Obs28","LOW","LOW",4.9639753628975869E-6,0.99999503602463702]
[null,"Obs32","HIGH","HIGH",0.99999504203697887,4.9579630210796349E-6]
[null,"Obs34","HIGH","HIGH",0.99999504203697931,4.9579630208281051E-6]
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[null,"Obs38","LOW","LOW",4.9639753626348627E-6,0.99999503602463746]
[null,"Obs39","HIGH","HIGH",0.99999504203697998,4.957963020099312E-6]
[null,"Obs40","LOW","LOW",4.963975363886868E-6,0.99999503602463613]
[null,"Obs41","LOW","LOW",4.9639753640818279E-6,0.99999503602463591]
[null,"Obs44","HIGH","HIGH",0.99999504203697975,4.9579630203196202E-6]
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[null,"Obs111","LOW","LOW",4.9639753634310431E-6,0.99999503602463657]
[null,"Obs112","HIGH","HIGH",0.99999504203697887,4.9579630211809603E-6]
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[null,"Obs119","LOW","LOW",4.9639753635276591E-6,0.99999503602463657]
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[null,"Obs801","HIGH","HIGH",0.99999504203698064,4.9579630194250339E-6]
[null,"Obs802","HIGH","HIGH",0.99999504203698042,4.9579630195311409E-6]
[null,"Obs803","HIGH","HIGH",0.9999950420369802,4.9579630197957591E-6]
[null,"Obs804","HIGH","HIGH",0.99999504203698042,4.9579630196259408E-6]
[null,"Obs805","HIGH","HIGH",0.99999504203698064,4.9579630193092301E-6]
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[null,"Obs809","HIGH","HIGH",0.99999504203697975,4.9579630202090654E-6]
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[null,"Obs859","HIGH","HIGH",0.99999504203697998,4.9579630200489271E-6]
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[null,"Obs882","HIGH","HIGH",0.9999950420369782,4.9579630217333046E-6]
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[null,"Obs890","HIGH","HIGH",0.99999504203697998,4.9579630200765895E-6]
[null,"Obs894","HIGH","HIGH",0.99999504203697998,4.9579630200946355E-6]
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[null,"Obs905","HIGH","HIGH",0.99999504203697864,4.9579630213238463E-6]
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[null,"Obs932","HIGH","HIGH",0.99999504203697975,4.9579630202221614E-6]
[null,"Obs933","HIGH","HIGH",0.99999504203697975,4.9579630203144778E-6]
[null,"Obs937","HIGH","HIGH",0.9999950420369802,4.9579630199388289E-6]
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[null,"Obs942","HIGH","HIGH",0.9999950420369802,4.9579630198390459E-6]
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[null,"Obs952","HIGH","HIGH",0.9999950420369802,4.9579630197357383E-6]
[null,"Obs955","HIGH","HIGH",0.99999504203698064,4.9579630193025454E-6]
[null,"Obs956","HIGH","HIGH",0.99999504203698109,4.9579630190111016E-6]
[null,"Obs960","HIGH","HIGH",0.99999504203697975,4.9579630202523607E-6]
[null,"Obs961","HIGH","HIGH",0.99999504203697975,4.9579630203951501E-6]
[null,"Obs965","HIGH","HIGH",0.9999950420369802,4.957963019884789E-6]
[null,"Obs980","HIGH","HIGH",0.99999504203698042,4.9579630196252098E-6]
[null,"Obs981","HIGH","HIGH",0.99999504203698064,4.9579630194012196E-6]
[null,"Obs984","HIGH","HIGH",0.99999504203697953,4.9579630204382963E-6]
[null,"Obs986","LOW","LOW",4.9639753631709108E-6,0.9999950360246368]
[null,"Obs987","HIGH","HIGH",0.99999504203697864,4.9579630214037707E-6]
[null,"Obs992","HIGH","HIGH",0.99999504203697953,4.9579630204500361E-6]
[null,"Obs995","HIGH","HIGH",0.99999504203698064,4.9579630195013558E-6]
[null,"Obs998","HIGH","HIGH",0.99999504203697998,4.9579630200755586E-6]
[null,"Obs1011","LOW","LOW",4.9639753632756829E-6,0.9999950360246368]
[null,"Obs1013","HIGH","HIGH",0.99999504203697998,4.9579630200440566E-6]
[null,"Obs1014","HIGH","HIGH",0.99999504203697975,4.9579630202147549E-6]
[null,"Obs1019","HIGH","HIGH",0.99999504203697953,4.9579630205115358E-6]
[null,"Obs1021","HIGH","HIGH",0.99999504203697998,4.9579630201493454E-6]
[null,"Obs1022","HIGH","HIGH",0.99999504203697998,4.9579630199635597E-6]
[null,"Obs1023","HIGH","HIGH",0.9999950420369802,4.957963019872618E-6]
[null,"Obs1025","HIGH","HIGH",0.99999504203697887,4.9579630211155245E-6]
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[null,"Obs1029","HIGH","HIGH",0.99999504203697887,4.9579630210886007E-6]
[null,"Obs1031","HIGH","HIGH",0.99999504203697975,4.9579630202616264E-6]
[null,"Obs1034","HIGH","HIGH",0.9999950420369802,4.9579630198283538E-6]
[null,"Obs1040","HIGH","HIGH",0.99999504203697998,4.9579630201104267E-6]
[null,"Obs1041","HIGH","HIGH",0.99999504203698042,4.957963019690356E-6]
[null,"Obs1044","LOW","LOW",4.963975364252134E-6,0.99999503602463569]
[null,"Obs1047","HIGH","HIGH",0.99999504203697931,4.9579630206580141E-6]
[null,"Obs1052","LOW","LOW",4.9639753648556035E-6,0.99999503602463524]
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[null,"Obs1062","LOW","LOW",4.9639753634021034E-6,0.99999503602463657]
[null,"Obs1069","HIGH","HIGH",0.99999504203697998,4.9579630199597023E-6]
[null,"Obs1081","LOW","LOW",4.963975364432713E-6,0.99999503602463546]
[null,"Obs1086","LOW","LOW",4.9639753641291618E-6,0.99999503602463591]
[null,"Obs1091","LOW","LOW",4.9639753636715387E-6,0.99999503602463635]
[null,"Obs1092","LOW","LOW",4.9639753630923629E-6,0.99999503602463702]
[null,"Obs1093","LOW","LOW",4.9639753637690804E-6,0.99999503602463613]
[null,"Obs1098","LOW","LOW",4.9639753630792238E-6,0.99999503602463702]
[null,"Obs1108","LOW","LOW",4.9639753643620823E-6,0.99999503602463569]
[null,"Obs1110","LOW","LOW",4.9639753635455154E-6,0.99999503602463635]
[null,"Obs1111","LOW","LOW",4.9639753642693821E-6,0.99999503602463569]
[null,"Obs1113","LOW","LOW",4.9639753638864707E-6,0.99999503602463613]
[null,"Obs1119","LOW","LOW",4.9639753637942026E-6,0.99999503602463613]
[null,"Obs1120","HIGH","HIGH",0.99999504203698086,4.9579630191054874E-6]
[null,"Obs1125","LOW","LOW",4.9639753638739058E-6,0.99999503602463613]
[null,"Obs1137","LOW","LOW",4.9639753639911471E-6,0.99999503602463591]
[null,"Obs1140","LOW","LOW",4.9639753641751379E-6,0.99999503602463591]
[null,"Obs1147","LOW","LOW",4.9639753647651158E-6,0.99999503602463524]
[null,"Obs1150","HIGH","HIGH",0.9999950420369802,4.9579630197747713E-6]
[null,"Obs1154","LOW","LOW",4.9639753643814293E-6,0.99999503602463569]
[null,"Obs1158","LOW","LOW",4.9639753635137271E-6,0.99999503602463657]
[null,"Obs1160","HIGH","HIGH",0.99999504203698109,4.9579630189279366E-6]
[null,"Obs1163","LOW","LOW",4.9639753641453867E-6,0.99999503602463591]
[null,"Obs1168","LOW","LOW",4.9639753647199867E-6,0.99999503602463524]
[null,"Obs1172","LOW","LOW",4.9639753640643426E-6,0.99999503602463591]
[null,"Obs1175","HIGH","HIGH",0.99999504203698042,4.9579630196312424E-6]
[null,"Obs1178","LOW","LOW",4.9639753649678091E-6,0.99999503602463502]
[null,"Obs1187","LOW","LOW",4.9639753645171782E-6,0.99999503602463546]
[null,"Obs1188","LOW","LOW",4.9639753646868576E-6,0.99999503602463524]
[null,"Obs1194","LOW","LOW",4.9639753636358794E-6,0.99999503602463635]
[null,"Obs1198","HIGH","HIGH",0.99999504203697931,4.9579630207088318E-6]
[null,"Obs1200","LOW","LOW",4.963975363425479E-6,0.99999503602463657]
[null,"Obs1203","LOW","LOW",4.9639753631378969E-6,0.9999950360246368]
[null,"Obs1210","LOW","LOW",4.9639753640998781E-6,0.99999503602463591]
[null,"Obs1211","LOW","LOW",4.9639753639687227E-6,0.99999503602463613]
[null,"Obs1225","LOW","LOW",4.9639753641922615E-6,0.99999503602463591]
[null,"Obs1226","HIGH","HIGH",0.99999504203698042,4.9579630196620676E-6]
[null,"Obs1227","HIGH","HIGH",0.99999504203698086,4.9579630191400285E-6]
[null,"Obs1229","LOW","LOW",4.9639753638584128E-6,0.99999503602463613]
[null,"Obs1230","LOW","LOW",4.9639753642397809E-6,0.99999503602463569]
[null,"Obs1233","HIGH","HIGH",0.9999950420369802,4.9579630197685973E-6]
[null,"Obs1239","HIGH","HIGH",0.99999504203698086,4.9579630192498785E-6]
[null,"Obs1240","LOW","LOW",4.963975364598213E-6,0.99999503602463546]
[null,"Obs1245","LOW","LOW",4.9639753628200435E-6,0.99999503602463724]
[null,"Obs1255","LOW","LOW",4.9639753639306299E-6,0.99999503602463613]
[null,"Obs1257","LOW","LOW",4.963975364551179E-6,0.99999503602463546]
[null,"Obs1258","HIGH","HIGH",0.99999504203697998,4.9579630201191893E-6]
[null,"Obs1261","LOW","LOW",4.9639753639612104E-6,0.99999503602463613]
[null,"Obs1262","LOW","LOW",4.9639753636151491E-6,0.99999503602463635]
[null,"Obs1263","LOW","LOW",4.9639753639893564E-6,0.99999503602463591]
[null,"Obs1266","HIGH","HIGH",0.99999504203698109,4.9579630190073146E-6]
[null,"Obs1271","LOW","LOW",4.9639753644682307E-6,0.99999503602463546]
[null,"Obs1274","LOW","LOW",4.9639753643046788E-6,0.99999503602463569]
[null,"Obs1275","HIGH","HIGH",0.99999504203698109,4.9579630188690966E-6]
[null,"Obs1278","LOW","LOW",4.9639753645099302E-6,0.99999503602463546]
[null,"Obs1279","LOW","LOW",4.963975364492533E-6,0.99999503602463546]
[null,"Obs1280","LOW","LOW",4.9639753638863826E-6,0.99999503602463613]
[null,"Obs1289","HIGH","HIGH",0.9999950420369802,4.9579630198768184E-6]
[null,"Obs1292","LOW","LOW",4.9639753641046749E-6,0.99999503602463591]
[null,"Obs1303","LOW","LOW",4.9639753635543152E-6,0.99999503602463635]
[null,"Obs1305","LOW","LOW",4.9639753647985524E-6,0.99999503602463524]
[null,"Obs1309","LOW","LOW",4.9639753644259231E-6,0.99999503602463569]
[null,"Obs1314","LOW","LOW",4.9639753645419472E-6,0.99999503602463546]
[null,"Obs1327","LOW","LOW",4.9639753647330183E-6,0.99999503602463524]
[null,"Obs1331","HIGH","HIGH",0.9999950420369802,4.957963019794447E-6]
[null,"Obs1336","LOW","LOW",4.9639753624655882E-6,0.99999503602463746]
[null,"Obs1338","LOW","LOW",4.9639753641651649E-6,0.99999503602463591]
[null,"Obs1343","LOW","LOW",4.9639753642709424E-6,0.99999503602463569]
[null,"Obs1345","LOW","LOW",4.9639753639687227E-6,0.99999503602463613]
[null,"Obs1346","LOW","LOW",4.9639753644439819E-6,0.99999503602463546]
[null,"Obs1348","LOW","LOW",4.9639753649913701E-6,0.99999503602463502]
[null,"Obs1361","HIGH","HIGH",0.99999504203698086,4.9579630191400285E-6]
[null,"Obs1365","HIGH","HIGH",0.9999950420369802,4.9579630198171687E-6]
[null,"Obs1367","HIGH","HIGH",0.9999950420369802,4.9579630197685973E-6]
[null,"Obs1380","LOW","LOW",4.9639753637853316E-6,0.99999503602463613]
[null,"Obs1383","HIGH","HIGH",0.99999504203697998,4.9579630200868936E-6]
[null,"Obs1388","HIGH","HIGH",0.99999504203698064,4.9579630193002736E-6]
[null,"Obs1389","LOW","LOW",4.9639753639306299E-6,0.99999503602463613]
[null,"Obs1394","HIGH","HIGH",0.9999950420369802,4.9579630199212419E-6]
[null,"Obs1395","LOW","LOW",4.9639753639612104E-6,0.99999503602463613]
[null,"Obs1408","LOW","LOW",4.9639753643046788E-6,0.99999503602463569]
[null,"Obs1412","LOW","LOW",4.9639753645099302E-6,0.99999503602463546]
[null,"Obs1416","LOW","LOW",4.9639753645596095E-6,0.99999503602463546]
[null,"Obs1418","LOW","LOW",4.9639753644572879E-6,0.99999503602463546]
[null,"Obs1434","HIGH","HIGH",0.99999504203698064,4.9579630194418374E-6]
[null,"Obs1437","HIGH","HIGH",0.99999504203698064,4.9579630193173151E-6]
[null,"Obs1439","LOW","LOW",4.9639753618916853E-6,0.99999503602463813]
[null,"Obs1446","LOW","LOW",4.9639753647985524E-6,0.99999503602463524]
[null,"Obs1447","LOW","LOW",4.9639753649973129E-6,0.99999503602463502]
[null,"Obs1450","HIGH","HIGH",0.99999504203698042,4.9579630196857405E-6]
[null,"Obs1455","HIGH","HIGH",0.99999504203698109,4.9579630188841924E-6]
[null,"Obs1457","LOW","LOW",4.963975364154848E-6,0.99999503602463591]
[null,"Obs1460","LOW","LOW",4.9639753643940645E-6,0.99999503602463569]
[null,"Obs1462","LOW","LOW",4.9639753648108793E-6,0.99999503602463524]
[null,"Obs1465","HIGH","HIGH",0.99999504203698042,4.9579630195806017E-6]
[null,"Obs1466","LOW","LOW",4.9639753643867368E-6,0.99999503602463569]
[null,"Obs1470","LOW","LOW",4.9639753638953942E-6,0.99999503602463613]
[null,"Obs1471","LOW","LOW",4.9639753646490562E-6,0.99999503602463546]
[null,"Obs1473","LOW","LOW",4.9639753642219246E-6,0.99999503602463569]
[null,"Obs1474","LOW","LOW",4.9639753644912446E-6,0.99999503602463546]
[null,"Obs1475","LOW","LOW",4.9639753638445341E-6,0.99999503602463613]
[null,"Obs1485","LOW","LOW",4.9639753645702262E-6,0.99999503602463546]
[null,"Obs1488","LOW","LOW",4.9639753639620472E-6,0.99999503602463613]
[null,"Obs1492","LOW","LOW",4.9639753644984927E-6,0.99999503602463546]
[null,"Obs1495","LOW","LOW",4.9639753633606691E-6,0.99999503602463657]
[null,"Obs1497","LOW","LOW",4.9639753635520757E-6,0.99999503602463635]
[null,"Obs1498","LOW","LOW",4.9639753637561005E-6,0.99999503602463635]
[null,"Obs1503","LOW","LOW",4.9639753641620876E-6,0.99999503602463591]
[null,"Obs1506","LOW","LOW",4.9639753639980334E-6,0.99999503602463591]
[null,"Obs1511","HIGH","HIGH",0.9999950420369802,4.9579630198905582E-6]
[null,"Obs1512","HIGH","HIGH",0.99999504203698042,4.9579630195806017E-6]
[null,"Obs1514","LOW","LOW",4.9639753649221506E-6,0.99999503602463502]
[null,"Obs1516","LOW","LOW",4.9639753637905959E-6,0.99999503602463613]
[null,"Obs1520","LOW","LOW",4.9639753642219246E-6,0.99999503602463569]
[null,"Obs1521","LOW","LOW",4.9639753644912446E-6,0.99999503602463546]
[null,"Obs1523","LOW","LOW",4.9639753640679314E-6,0.99999503602463591]
[null,"Obs1525","LOW","LOW",4.9639753633261212E-6,0.99999503602463657]
[null,"Obs1529","LOW","LOW",4.9639753644046812E-6,0.99999503602463569]
[null,"Obs1530","LOW","LOW",4.9639753627979029E-6,0.99999503602463724]
[null,"Obs1536","LOW","LOW",4.9639753640844206E-6,0.99999503602463591]
[null,"Obs1541","LOW","LOW",4.9639753639824438E-6,0.99999503602463613]
[null,"Obs1542","LOW","LOW",4.9639753627577112E-6,0.99999503602463724]
[null,"Obs1545","HIGH","HIGH",0.99999504203698153,4.9579630185278846E-6]
[null,"Obs1554","LOW","LOW",4.9639753633606691E-6,0.99999503602463657]
[null,"Obs1558","HIGH","HIGH",0.99999504203698109,4.9579630189959448E-6]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",502,0,502,1]
[null,"LOW",0,592,592,1]
[null,"Total",502,592,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999922]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",236,0,236,1]
[null,"LOW",0,234,234,1]
[null,"Total",236,234,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999778]

{"sheet":"XLSTAT_20230729_130512_1_HID","index":74,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)8","index":76,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 13:04:58 / End time: 07/29/2023 at 13:05:06 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 81160862"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28530183327239494,2.1984629392353419E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42684642723948818,2.8564714165995438E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1286501961608797,6.8769846395544482E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2067820758683752,6.7898973013564512E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2575466278793435,6.620626898559015E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2895989749542978,6.4673216543715065E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3078797134369284,6.3580570111922405E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3162541298903101,6.2935443675392874E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3167830648994503,6.2521565873223633E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3072135726691048,6.209167889794965E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2869206063071326,6.1612298233834378E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2595522332723943,6.1085392616182496E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2284046561243147,6.0422144312773422E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1951088856489946,5.9542082102418445E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1616228743144401,5.84437581596546E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8161244427787924,7.9061604541245292E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8329418126142603,8.1184445209358594E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8347613266910408,8.1138708401096923E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8248774281535689,7.936185171338285E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8075701363802574,7.6636874480844649E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7860080297074981,7.3724292780195905E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7613771786106029,7.0868146362496068E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7344865934186473,6.8319818191440659E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7061273906764143,6.6220795355485515E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7658174321755025,5.9500129016290947E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24262819999999999,0.40261249999999998,0.28452497319148928,2.0879519996782451E-2]
[null,"1165",470,0,470,0.37511319999999998,0.58655199999999996,0.42569895638297889,2.7126056183092009E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5929438,1.1281379095744661,6.7243003075843841E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6706795000000001,1.2065244157446808,6.684989267138082E-2]
[null,"1420",470,0,470,1.1153899,1.7136446000000001,1.2574528165957435,6.554715501939673E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7367665999999999,1.2895993691489356,6.4296985670254769E-2]
[null,"1437",470,0,470,1.1711366999999999,1.748472,1.3079187023404257,6.3396054242127492E-2]
[null,"1445.5",470,0,470,1.1813072,1.7533439,1.3162899702127664,6.2867153308386228E-2]
[null,"1454",470,0,470,1.1833969,1.7512528999999999,1.3167768219148932,6.2491197637300086E-2]
[null,"1462.5",470,0,470,1.1762925,1.7392904,1.3070958240425543,6.2020788084497597E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7157524,1.2866346572340432,6.1426830491945111E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.684183,1.2590776134042554,6.0739836758411922E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6473222999999999,1.2277377863829793,5.9913296474033546E-2]
[null,"1496.5",470,0,470,1.078436,1.6058223,1.1942580382978725,5.8859291824885134E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5626545000000001,1.1606076361702136,5.7604286643191178E-2]
[null,"1913",470,0,470,1.6411487,2.1340759,1.8209424793617022,8.1375017545708708E-2]
[null,"1921.5",470,0,470,1.656247,2.1429162000000002,1.8378806191489359,8.3550956700866388E-2]
[null,"1930",470,0,470,1.6588341,2.1423665999999999,1.8397040621276599,8.3547616170305206E-2]
[null,"1938.5",470,0,470,1.6519668999999999,2.1370486999999998,1.8296540323404256,8.1798210757347681E-2]
[null,"1947",470,0,470,1.6384848000000001,2.1258743,1.8121086591489362,7.9072199438681379E-2]
[null,"1955.5",470,0,470,1.6216934999999999,2.1132555000000002,1.7902616804255316,7.6143312338721694E-2]
[null,"1964",470,0,470,1.6021426000000001,2.0999165,1.7653077338297869,7.325183331787638E-2]
[null,"1972.5",470,0,470,1.5804285,2.0830019000000002,1.7380614746808523,7.0669600983775269E-2]
[null,"1981",470,0,470,1.5558934,2.0672019000000001,1.7093652387234028,6.8533420702657666E-2]
[null,"2491",470,0,470,1.6219298,2.0547589999999998,1.7688310082978727,6.1043673874808545E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99121717916802876,0.88529893938883208,0.86885834919257365,0.85581209930984981,0.84611309521768263,0.84000627509099102,0.83713734192740863,0.83715908321994881,0.84108041836272573,0.84879729284902738,0.85822479559505083,0.86768408933682462,0.87657798673596643,0.88445438592234216,0.24690778943284084,0.2172364410616926,0.21338783078613319,0.22903397020457986,0.2584307414971464,0.29764663207428926,0.34442128817196499,0.39650031126142238,0.45141884474088145,0.39213524489831636,4.2223780464170309E-2,-4.222378046417069E-2,-4.222378046416219E-2]
[null,"1165",0.99121717916802876,1,0.91567994662532681,0.90160556237048162,0.89096604644251587,0.88342637009810976,0.87903534686969376,0.8773521954031287,0.87816420604360712,0.88267130769561697,0.89075382420189553,0.90029853047272634,0.90972666505470734,0.91851198879063112,0.92623995366817735,0.29640801062481925,0.26725528425881201,0.26407253343652159,0.28049628399058951,0.31068553044165559,0.35060158350640697,0.39792968689033814,0.45035659148792878,0.5053574020784235,0.44333794100564156,3.7074343540340018E-2,-3.7074343540336369E-2,-3.7074343540345334E-2]
[null,"1403",0.88529893938883208,0.91567994662532681,1,0.99882336361205148,0.99603401539614322,0.99252591045334249,0.98916904304965914,0.98661402234631479,0.98501668667835518,0.98415697033336003,0.98362832764831243,0.98293186483911132,0.98166394669590229,0.97963295119983396,0.97696533531554397,0.56533843973033981,0.53531528090134906,0.53106768676373173,0.5464545025255596,0.5748720295597014,0.61185522843112927,0.65465228007820653,0.70036995493325482,0.74643748896256279,0.69169026566618508,0.11703241991039939,-0.11703241991044484,-0.11703241991040986]
[null,"1411.5",0.86885834919257365,0.90160556237048162,0.99882336361205148,1,0.99912902745315446,0.99706437464998798,0.99465357722963177,0.99260143434508752,0.99115607619203083,0.99006098269598652,0.98888469186003103,0.98728310227751093,0.98502012628704971,0.98197805004193284,0.97835512484132492,0.59432953304025171,0.56479038047957442,0.5607739625955247,0.57623849662077664,0.60451736632813147,0.64112404628179365,0.68326715585394537,0.72801257166634081,0.77277753734272758,0.71976358803257412,0.12117230232002549,-0.12117230232009914,-0.12117230232005119]
[null,"1420",0.85581209930984981,0.89096604644251587,0.99603401539614322,0.99912902745315446,1,0.99936810629535666,0.99799116916952346,0.99656782363614782,0.99541902374405467,0.99431602334933233,0.99282779373801722,0.99070904400478021,0.98784770743986194,0.98419390021569264,0.97999653244777951,0.61724196519601682,0.58836324336155921,0.58467791467284713,0.6002450004052341,0.62840423319443117,0.66465673467690789,0.70620116121688847,0.75009028229622776,0.7937367796232766,0.74185044455639337,0.12078995758582464,-0.12078995758584665,-0.12078995758583096]
[null,"1428.5",0.84611309521768263,0.88342637009810976,0.99252591045334249,0.99706437464998798,0.99936810629535666,1,0.9995979476624266,0.99881693879420241,0.99802939170378346,0.99707124901008315,0.99552544103601592,0.99319632662836799,0.99005409339578876,0.9861036964774943,0.98162535853487354,0.63301530708325116,0.60480782431194224,0.60148618896478356,0.61718960160026992,0.64529736248982938,0.68130379524204232,0.72241552342450222,0.76568874409748477,0.80853326905166933,0.75709212211112331,0.11730379373052933,-0.1173037937305712,-0.11730379373053733]
[null,"1437",0.84000627509099102,0.87903534686969376,0.98916904304965914,0.99465357722963177,0.99799116916952346,0.9995979476624266,1,0.99978561111424313,0.99935872030642192,0.99863721569127328,0.99722286655325265,0.99492584455170396,0.99175915103547285,0.9877655198413251,0.98323916016597257,0.64122755232690609,0.61356841057027489,0.61058478273901362,0.62645990767172843,0.65461667008070701,0.69054476882993032,0.73146719919168368,0.77444892791012454,0.81689561279528089,0.76530843200130394,0.11217304255003875,-0.11217304255000926,-0.1121730425500532]
[null,"1445.5",0.83713734192740863,0.8773521954031287,0.98661402234631479,0.99260143434508752,0.99656782363614782,0.99881693879420241,0.99978561111424313,1,0.9998750155013294,0.99940877493465652,0.99822032307955622,0.99609766240898523,0.99306565761178744,0.98918818101303452,0.98476090686362394,0.64351518684600073,0.6162265144649135,0.61350756355183045,0.62955736534808171,0.65783073835261907,0.6938137249358699,0.73474613312308501,0.77770280179606055,0.8200831659003508,0.76801143472095557,0.10701808079620793,-0.10701808079619467,-0.10701808079621188]
[null,"1454",0.83715908321994881,0.87816420604360712,0.98501668667835518,0.99115607619203083,0.99541902374405467,0.99802939170378346,0.99935872030642192,0.9998750155013294,1,0.99980461271456345,0.99891983444427546,0.9970875016419567,0.99432099124279549,0.99069108686880492,0.98648514896760842,0.64115115827537339,0.61407270565106065,0.61155297654646246,0.62778296156154978,0.65623553720168204,0.69239470186826213,0.73351364712170664,0.7766754041659174,0.81927209552934421,0.76654103056100853,0.10244165066389223,-0.10244165066382223,-0.10244165066386299]
[null,"1462.5",0.84108041836272573,0.88267130769561697,0.98415697033336003,0.99006098269598652,0.99431602334933233,0.99707124901008315,0.99863721569127328,0.99940877493465652,0.99980461271456345,1,0.99963010918179418,0.99834437274169363,0.99611044347976452,0.99299166687560714,0.98925223494702286,0.63217267459529813,0.60517528855638936,0.60284190417183547,0.61932125117936421,0.64809234394331916,0.68464117386494727,0.72623316871167221,0.76996170475610082,0.81320659464378231,0.7594202338312589,9.6910108037955883E-2,-9.6910108037979378E-2,-9.6910108037963391E-2]
[null,"1471",0.84879729284902738,0.89075382420189553,0.98362832764831243,0.98888469186003103,0.99282779373801722,0.99552544103601592,0.99722286655325265,0.99822032307955622,0.99891983444427546,0.99963010918179418,1,0.99953351667335011,0.99811547218246366,0.99578936798409956,0.99277943379655575,0.61614078909003667,0.58911392269688845,0.58695996415408647,0.60375297271779793,0.63297635077177983,0.67011643496827333,0.71245588413639105,0.75710416985782059,0.80142280430824198,0.74616244380450936,8.9639898047376584E-2,-8.9639898047434094E-2,-8.9639898047419633E-2]
[null,"1479.5",0.85822479559505083,0.90029853047272634,0.98293186483911132,0.98728310227751093,0.99070904400478021,0.99319632662836799,0.99492584455170396,0.99609766240898523,0.9970875016419567,0.99834437274169363,0.99953351667335011,1,0.99952148973835309,0.99811470489483911,0.99595596906622308,0.59644331804454831,0.56932494840840631,0.56732192261607539,0.58442305318451693,0.61412190409114142,0.65190435492963916,0.69507454752052988,0.74076316492535899,0.78631386063148223,0.72944479942632057,8.1689502059329164E-2,-8.1689502059264341E-2,-8.1689502059330649E-2]
[null,"1488",0.86768408933682462,0.90972666505470734,0.98166394669590229,0.98502012628704971,0.98784770743986194,0.99005409339578876,0.99175915103547285,0.99306565761178744,0.99432099124279549,0.99611044347976452,0.99811547218246366,0.99952148973835309,1,0.99953384612303742,0.99825006961870277,0.57585804897681048,0.54864576910893725,0.54677019877589106,0.56414215997382711,0.59427160996434103,0.63264912198045997,0.67660349303895195,0.72329009306020786,0.77003854725885001,0.71168051256080822,7.4030725513352616E-2,-7.4030725513338808E-2,-7.4030725513357404E-2]
[null,"1496.5",0.87657798673596643,0.91851198879063112,0.97963295119983396,0.98197805004193284,0.98419390021569264,0.9861036964774943,0.9877655198413251,0.98918818101303452,0.99069108686880492,0.99299166687560714,0.99578936798409956,0.99811470489483911,0.99953384612303742,1,0.99958805006578466,0.55540704799313922,0.52813018854007521,0.52636931579555968,0.54396936358075687,0.57446789465018511,0.61336384746370387,0.65801310123167611,0.70560077081587591,0.75344642349664981,0.69379026167120461,6.6691144986722808E-2,-6.6691144986673806E-2,-6.6691144986709583E-2]
[null,"1505",0.88445438592234216,0.92623995366817735,0.97696533531554397,0.97835512484132492,0.97999653244777951,0.98162535853487354,0.98323916016597257,0.98476090686362394,0.98648514896760842,0.98925223494702286,0.99277943379655575,0.99595596906622308,0.99825006961870277,0.99958805006578466,1,0.53635848740102532,0.50905285888849128,0.50739149136366624,0.52516879384984105,0.55595759464485117,0.59527047184633131,0.64048938285327506,0.6888319431344887,0.73761198472989398,0.67693225658825773,6.0088577261579158E-2,-6.0088577261479308E-2,-6.0088577261516986E-2]
[null,"1913",0.24690778943284084,0.29640801062481925,0.56533843973033981,0.59432953304025171,0.61724196519601682,0.63301530708325116,0.64122755232690609,0.64351518684600073,0.64115115827537339,0.63217267459529813,0.61614078909003667,0.59644331804454831,0.57585804897681048,0.55540704799313922,0.53635848740102532,1,0.99911505756231522,0.9986333860915293,0.99894887995570936,0.9985426285470218,0.99576612675750331,0.98902585644724983,0.97713936368798848,0.95941660228463777,0.96906326170446944,0.21899471760244787,-0.21899471760237404,-0.21899471760241451]
[null,"1921.5",0.2172364410616926,0.26725528425881201,0.53531528090134906,0.56479038047957442,0.58836324336155921,0.60480782431194224,0.61356841057027489,0.6162265144649135,0.61407270565106065,0.60517528855638936,0.58911392269688845,0.56932494840840631,0.54864576910893725,0.52813018854007521,0.50905285888849128,0.99911505756231522,1,0.99988786747505376,0.99951343876067922,0.99773159260052291,0.9930956276535492,0.98413034268412081,0.96979845546418664,0.94951900412298507,0.96086501156977167,0.21682123415892207,-0.21682123415889643,-0.21682123415890586]
[null,"1930",0.21338783078613319,0.26407253343652159,0.53106768676373173,0.5607739625955247,0.58467791467284713,0.60148618896478356,0.61058478273901362,0.61350756355183045,0.61155297654646246,0.60284190417183547,0.58695996415408647,0.56732192261607539,0.54677019877589106,0.52636931579555968,0.50739149136366624,0.9986333860915293,0.99988786747505376,1,0.99967857673128158,0.99786142067940586,0.99312600464648459,0.9840174772066006,0.96951622769722479,0.94905297204268868,0.96007482358070972,0.21350412420776643,-0.21350412420770734,-0.21350412420773368]
[null,"1938.5",0.22903397020457986,0.28049628399058951,0.5464545025255596,0.57623849662077664,0.6002450004052341,0.61718960160026992,0.62645990767172843,0.62955736534808171,0.62778296156154978,0.61932125117936421,0.60375297271779793,0.58442305318451693,0.56414215997382711,0.54396936358075687,0.52516879384984105,0.99894887995570936,0.99951343876067922,0.99967857673128158,1,0.99916050612968399,0.99565656611519093,0.98797950201245199,0.97502864697163782,0.95616552715253367,0.96547988537304086,0.2098288121955641,-0.20982881219566649,-0.2098288121956127]
[null,"1947",0.2584307414971464,0.31068553044165559,0.5748720295597014,0.60451736632813147,0.62840423319443117,0.64529736248982938,0.65461667008070701,0.65783073835261907,0.65623553720168204,0.64809234394331916,0.63297635077177983,0.61412190409114142,0.59427160996434103,0.57446789465018511,0.55595759464485117,0.9985426285470218,0.99773159260052291,0.99786142067940586,0.99916050612968399,1,0.99861214280220512,0.99342055410343388,0.98318913744048453,0.96715722190572218,0.97367905553852174,0.20539350200953821,-0.2053935020095409,-0.20539350200955411]
[null,"1955.5",0.29764663207428926,0.35060158350640697,0.61185522843112927,0.64112404628179365,0.66465673467690789,0.68130379524204232,0.69054476882993032,0.6938137249358699,0.69239470186826213,0.68464117386494727,0.67011643496827333,0.65190435492963916,0.63264912198045997,0.61336384746370387,0.59527047184633131,0.99576612675750331,0.9930956276535492,0.99312600464648459,0.99565656611519093,0.99861214280220512,1,0.99805557135627931,0.99139257859276908,0.9791025661867826,0.98207565447460865,0.20071576651211762,-0.20071576651214867,-0.20071576651213383]
[null,"1964",0.34442128817196499,0.39792968689033814,0.65465228007820653,0.68326715585394537,0.70620116121688847,0.72241552342450222,0.73146719919168368,0.73474613312308501,0.73351364712170664,0.72623316871167221,0.71245588413639105,0.69507454752052988,0.67660349303895195,0.65801310123167611,0.64048938285327506,0.98902585644724983,0.98413034268412081,0.9840174772066006,0.98797950201245199,0.99342055410343388,0.99805557135627931,1,0.99760675029033474,0.98982131039055132,0.9884763140353463,0.19520307246470844,-0.19520307246463783,-0.19520307246466334]
[null,"1972.5",0.39650031126142238,0.45035659148792878,0.70036995493325482,0.72801257166634081,0.75009028229622776,0.76568874409748477,0.77444892791012454,0.77770280179606055,0.7766754041659174,0.76996170475610082,0.75710416985782059,0.74076316492535899,0.72329009306020786,0.70560077081587591,0.6888319431344887,0.97713936368798848,0.96979845546418664,0.96951622769722479,0.97502864697163782,0.98318913744048453,0.99139257859276908,0.99760675029033474,1,0.99727781420924133,0.99093357056968279,0.18836870037005157,-0.18836870037002409,-0.18836870037005432]
[null,"1981",0.45141884474088145,0.5053574020784235,0.74643748896256279,0.77277753734272758,0.7937367796232766,0.80853326905166933,0.81689561279528089,0.8200831659003508,0.81927209552934421,0.81320659464378231,0.80142280430824198,0.78631386063148223,0.77003854725885001,0.75344642349664981,0.73761198472989398,0.95941660228463777,0.94951900412298507,0.94905297204268868,0.95616552715253367,0.96715722190572218,0.9791025661867826,0.98982131039055132,0.99727781420924133,1,0.9882155964520063,0.18017667708459403,-0.18017667708448704,-0.18017667708455576]
[null,"2491",0.39213524489831636,0.44333794100564156,0.69169026566618508,0.71976358803257412,0.74185044455639337,0.75709212211112331,0.76530843200130394,0.76801143472095557,0.76654103056100853,0.7594202338312589,0.74616244380450936,0.72944479942632057,0.71168051256080822,0.69379026167120461,0.67693225658825773,0.96906326170446944,0.96086501156977167,0.96007482358070972,0.96547988537304086,0.97367905553852174,0.98207565447460865,0.9884763140353463,0.99093357056968279,0.9882155964520063,1,0.19335060211226202,-0.19335060211219193,-0.1933506021122568]
[null,"Class-HIGH",4.2223780464170309E-2,3.7074343540340018E-2,0.11703241991039939,0.12117230232002549,0.12078995758582464,0.11730379373052933,0.11217304255003875,0.10701808079620793,0.10244165066389223,9.6910108037955883E-2,8.9639898047376584E-2,8.1689502059329164E-2,7.4030725513352616E-2,6.6691144986722808E-2,6.0088577261579158E-2,0.21899471760244787,0.21682123415892207,0.21350412420776643,0.2098288121955641,0.20539350200953821,0.20071576651211762,0.19520307246470844,0.18836870037005157,0.18017667708459403,0.19335060211226202,1,-1,-1]
[null,"Class-LOW",-4.222378046417069E-2,-3.7074343540336369E-2,-0.11703241991044484,-0.12117230232009914,-0.12078995758584665,-0.1173037937305712,-0.11217304255000926,-0.10701808079619467,-0.10244165066382223,-9.6910108037979378E-2,-8.9639898047434094E-2,-8.1689502059264341E-2,-7.4030725513338808E-2,-6.6691144986673806E-2,-6.0088577261479308E-2,-0.21899471760237404,-0.21682123415889643,-0.21350412420770734,-0.20982881219566649,-0.2053935020095409,-0.20071576651214867,-0.19520307246463783,-0.18836870037002409,-0.18017667708448704,-0.19335060211219193,-1,1,1]
[null,"Class",-4.222378046416219E-2,-3.7074343540345334E-2,-0.11703241991040986,-0.12117230232005119,-0.12078995758583096,-0.11730379373053733,-0.1121730425500532,-0.10701808079621188,-0.10244165066386299,-9.6910108037963391E-2,-8.9639898047419633E-2,-8.1689502059330649E-2,-7.4030725513357404E-2,-6.6691144986709583E-2,-6.0088577261516986E-2,-0.21899471760241451,-0.21682123415890586,-0.21350412420773368,-0.2098288121956127,-0.20539350200955411,-0.20071576651213383,-0.19520307246466334,-0.18836870037005432,-0.18017667708455576,-0.1933506021122568,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1511.5967225883471,1.0893902589592218E-2]
[null,"R²(McFadden)",0,0.99999279311576506]
[null,"R²(Cox and Snell)",0,0.74885015116603348]
[null,"R²(Nagelkerke)",0,0.98860459018993896]
[null,"AIC",1513.5967225883471,54.010893902589594]
[null,"SBC",1518.594318571329,188.94598544310162]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.534:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1511.5858286857576,0]
[null,"Score",26,1094.0018347799778,0]
[null,"Wald",26,0.80833730317875585,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,9.3146913611736714E-25,0.99999999999922995,1.2168044349891716E-13,0.99999972167613072]
[null,"1165",1,4.4565815496229658E-25,0.99999999999946731,1.5498713423767185E-13,0.99999968588557164]
[null,"1403",1,1.3137422302599022E-24,0.99999999999908551,0,1]
[null,"1411.5",1,3.068553383810486E-24,0.99999999999860234,0,1]
[null,"1420",1,6.7506885545415076E-24,0.99999999999792688,2.2692611678643004E-13,0.99999961991362452]
[null,"1428.5",1,5.1717696803777774E-24,0.99999999999818545,8.4376949871511897E-15,0.99999992670877635]
[null,"1437",1,2.0035425470424455E-25,0.99999999999964284,1.6653345369377348E-13,0.99999967439519444]
[null,"1445.5",1,5.357593307794176E-25,0.99999999999941602,0,1]
[null,"1454",1,5.7646449366579813E-25,0.99999999999939415,3.7969107025137561E-13,0.99999950835089468]
[null,"1462.5",1,1.7707351569073778E-25,0.99999999999966427,0,1]
[null,"1471",1,8.3940997823257637E-27,0.99999999999992695,2.3314683517128287E-13,0.99999961473919852]
[null,"1479.5",1,2.9564876318681045E-26,0.99999999999986278,1.2434324403454156E-13,0.9999997186472539]
[null,"1488",1,4.934314164362184E-26,0.99999999999982281,4.7650598744564121E-13,0.99999944922497042]
[null,"1496.5",1,1.3014567979558537E-26,0.99999999999990896,2.7799637591918724E-13,0.99999957931247996]
[null,"1505",1,6.7913951323128502E-28,0.99999999999997924,0,1]
[null,"1913",1,5.72978933310916E-28,0.9999999999999809,0,1]
[null,"1921.5",1,1.2162036368026218E-28,0.99999999999999123,1.971756091734278E-13,0.99999964570366717]
[null,"1930",1,8.6513769252600226E-29,0.99999999999999256,8.0820766745759443E-14,0.99999977316945066]
[null,"1938.5",1,1.9139936678756254E-28,0.99999999999998901,3.1618804796629263E-13,0.99999955134471685]
[null,"1947",1,1.1760939806682214E-28,0.99999999999999134,0,1]
[null,"1955.5",1,1.3533602869923374E-29,0.99999999999999711,5.1066789685805247E-14,0.99999981969434837]
[null,"1964",1,8.3789000588041211E-28,0.99999999999997691,0,1]
[null,"1972.5",1,3.7803538844352522E-28,0.99999999999998446,1.0746785406023918E-13,0.99999973843516909]
[null,"1981",1,3.7797218874101301E-30,0.99999999999999845,5.5061857850979834E-14,0.99999981277428751]
[null,"2491",1,3.4533443135498685E-28,0.99999999999998512,2.0160956237802452E-13,0.99999964174222444]
[null,"Class",1,0.64949743550244876,0.42029241677360696,1272.1484540940503,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4469648537741194E-3,1,0.94116669759776472]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.209979848437905,786.90912701197772,2.4075800130629951E-4,0.98762021792407784,-1530.1035682008933,1554.5235278977689]
[null,"961",-1.0560951768161539E-8,10942.557176943472,9.3146913611736714E-25,0.99999999999922995,-21447.01796559005,21447.017965568928]
[null,"1165",8.7019386627779058E-9,13035.121656549065,4.4565815496229658E-25,0.99999999999946731,-25548.368980925548,25548.368980942952]
[null,"1403",-8.4801617126092919E-8,73985.915794487752,1.3137422302599024E-24,0.99999999999908551,-145009.73032049389,145009.73032032428]
[null,"1411.5",3.8091804860718309E-7,217452.65234032815,3.068553383810486E-24,0.99999999999860234,-426199.36692937167,426199.36693013349]
[null,"1420",-6.8831729916997252E-7,264919.94033307547,6.7506885545415076E-24,0.99999999999792688,-519233.54184001614,519233.54183863953]
[null,"1428.5",5.6976046000404899E-7,250537.48823136202,5.1717696803777774E-24,0.99999999999818545,-491044.45371002733,491044.4537111668]
[null,"1437",-1.1282128302209088E-7,252052.92956781454,2.0035425470424455E-25,0.99999999999964284,-494014.66415084008,494014.66415061447]
[null,"1445.5",-1.7258109049389942E-7,235780.74582346503,5.357593307794176E-25,0.99999999999941602,-462121.77006215672,462121.77006181155]
[null,"1454",1.7582360561410288E-7,231574.58821692277,5.7646449366579813E-25,0.99999999999939415,-453877.85263968626,453877.85264003795]
[null,"1462.5",-1.0093995871049486E-7,239875.73459697998,1.770735156907378E-25,0.99999999999966427,-470147.8005752702,470147.80057506834]
[null,"1471",2.2460365936065339E-8,245148.7956475617,8.3940997823257623E-27,0.99999999999992695,-480482.81032256788,480482.81032261282]
[null,"1479.5",4.3985135224095655E-8,255810.22412664883,2.9564876318681034E-26,0.99999999999986278,-501378.82616530679,501378.8261653948]
[null,"1488",-6.4222485042940537E-8,289117.05247177801,4.9343141643621852E-26,0.99999999999982281,-566659.01016112603,566659.01016099751]
[null,"1496.5",3.2657455690764244E-8,286264.48298102681,1.3014567979558534E-26,0.99999999999990896,-561068.07669575897,561068.07669582439]
[null,"1505",-4.1203078530312749E-9,158106.66079552204,6.7913951323128511E-28,0.99999999999997924,-309883.36087511817,309883.36087510991]
[null,"1913",6.2928259171838974E-10,26289.14067964087,5.7297893331091582E-28,0.9999999999999809,-51525.768916602305,51525.768916603556]
[null,"1921.5",-4.7900641868928368E-10,43434.835807410091,1.2162036368026218E-28,0.99999999999999123,-85130.713856934963,85130.713856934002]
[null,"1930",-4.0831524712458978E-10,43898.833539913183,8.651376925260026E-29,0.99999999999999256,-86040.132701549199,86040.132701548384]
[null,"1938.5",6.0594578190876856E-10,43798.931754688325,1.9139936678756254E-28,0.99999999999998901,-85844.328800516203,85844.328800517425]
[null,"1947",-4.9363153349394191E-10,45517.864777069291,1.1760939806682211E-28,0.99999999999999134,-89213.375616220583,89213.375616219593]
[null,"1955.5",-1.809614431280654E-10,49190.284774295978,1.3533602869923371E-29,0.99999999999999711,-96411.18654688925,96411.186546888901]
[null,"1964",1.5110774798415358E-9,52202.731503309995,8.3789000588041211E-28,0.99999999999997691,-102315.47364110053,102315.47364110356]
[null,"1972.5",-1.1627858588924989E-9,59804.451717746291,3.7803538844352513E-28,0.99999999999998446,-117214.57148194844,117214.57148194611]
[null,"1981",-7.8214221633991024E-11,40230.534712516826,3.7797218874101287E-30,0.99999999999999845,-78850.399115321488,78850.399115321343]
[null,"2491",4.0173125066018179E-11,2161.8008138958662,3.4533443135498694E-28,0.99999999999998512,-4237.0517369852332,4237.0517369853133]
[null,"Class-HIGH",-24.420630948520319,30.301781354512922,0.64949743550244865,0.42029241677360707,-83.81103107077297,34.969769173732331,2.4788756102751204E-11,3.9932976570028918E-37,1538784438079868.8]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",-1.2794825956538107E-10,132.57149324414672,9.3146913611736714E-25,0.99999999999922995,-259.83535213535055,259.83535213509464]
[null,"1165",1.369802880193222E-10,205.19045101048732,4.4565815496229658E-25,0.99999999999946731,-402.16589395194842,402.1658939522224]
[null,"1403",-3.2137668231686903E-9,2803.8790959437465,1.313742230259902E-24,0.99999999999908551,-5495.5020450576831,5495.5020450512548]
[null,"1411.5",1.4253021196564418E-8,8136.546100633901,3.068553383810486E-24,0.99999999999860234,-15947.337315778002,15947.33731580651]
[null,"1420",-2.5113079612163198E-8,9665.5358807002358,6.7506885545415091E-24,0.99999999999792688,-18944.102217477204,18944.102217426978]
[null,"1428.5",2.0306213257555709E-8,8929.1342979508208,5.1717696803777774E-24,0.99999999999818545,-17500.781637084638,17500.781637125252]
[null,"1437",-3.9530073945343633E-9,8831.3753195000209,2.0035425470424451E-25,0.99999999999964284,-17309.177560179905,17309.177560171996]
[null,"1445.5",-5.985503397866168E-9,8177.4106956848555,5.3575933077941769E-25,0.99999999999941602,-16027.430450340928,16027.430450328955]
[null,"1454",6.0578595912496206E-9,7978.7144360952871,5.7646449366579813E-25,0.99999999999939415,-15637.992937670508,15637.992937682622]
[null,"1462.5",-3.4538915771758871E-9,8207.8969505982859,1.7707351569073783E-25,0.99999999999966427,-16087.182411992226,16087.182411985317]
[null,"1471",7.6259931586577922E-10,8323.5644681086014,8.3940997823257637E-27,0.99999999999992695,-16313.886580489385,16313.886580490909]
[null,"1479.5",1.480660448662442E-9,8611.2746794582854,2.9564876318681045E-26,0.99999999999986278,-16877.788232718452,16877.788232721414]
[null,"1488",-2.1384318525463545E-9,9626.8014809234792,4.9343141643621829E-26,0.99999999999982281,-18868.184188929012,18868.184188924733]
[null,"1496.5",1.0715650447512732E-9,9392.9856759482755,1.301456797955854E-26,0.99999999999990896,-18409.913632158157,18409.913632160304]
[null,"1505",-1.3270276612587755E-10,5092.1416503031287,6.7913951323128493E-28,0.99999999999997924,-9980.4142387706179,9980.4142387703523]
[null,"1913",2.7417226280548307E-11,1145.3921151173927,5.7297893331091608E-28,0.9999999999999809,-2244.9272938062172,2244.9272938062718]
[null,"1921.5",-2.1430205460641861E-11,1943.2254332813736,1.2162036368026218E-28,0.99999999999999123,-3808.6518630737546,3808.6518630737119]
[null,"1930",-1.8257271009669811E-11,1962.8777190924327,8.6513769252600226E-29,0.99999999999999256,-3847.1696354773148,3847.1696354772785]
[null,"1938.5",2.6500723676209197E-11,1915.5235045746974,1.9139936678756259E-28,0.99999999999998901,-3754.357080506325,3754.3570805063778]
[null,"1947",-2.0847445825517585E-11,1922.3472481926292,1.1760939806682218E-28,0.99999999999999134,-3767.7313722372537,3767.7313722372119]
[null,"1955.5",-7.3520565827579506E-12,1998.4906769706927,1.3533602869923379E-29,0.99999999999999711,-3916.969750301635,3916.9697503016205]
[null,"1964",5.9013310919927343E-11,2038.7148019685808,8.3789000588041211E-28,0.99999999999997691,-3995.8075866070667,3995.8075866071849]
[null,"1972.5",-4.3778272287264608E-11,2251.6059610354419,3.7803538844352526E-28,0.99999999999998446,-4413.0665910052048,4413.0665910051175]
[null,"1981",-2.8542518744457799E-12,1468.1227622580361,3.7797218874101308E-30,0.99999999999999845,-2877.467738909213,2877.4677389092076]
[null,"2491",1.3172423919092789E-12,70.88359868066054,3.4533443135498685E-28,0.99999999999998512,-138.92930050868421,138.92930050868682]
[null,"Class-HIGH",-6.7164815294597844,8.3339924839102721,0.64949743550244876,0.42029241677360696,-23.050806645351418,9.6178435864318494]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
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[null,"Obs862","HIGH","HIGH",0.99999502286472675,4.9771352731265566E-6]
[null,"Obs863","HIGH","HIGH",0.99999502286472786,4.9771352719968196E-6]
[null,"Obs864","HIGH","HIGH",0.99999502286472874,4.9771352712203216E-6]
[null,"Obs869","HIGH","HIGH",0.99999502286472763,4.977135272361065E-6]
[null,"Obs870","HIGH","HIGH",0.99999502286472697,4.9771352731029947E-6]
[null,"Obs871","HIGH","HIGH",0.99999502286472808,4.9771352719081082E-6]
[null,"Obs876","HIGH","HIGH",0.99999502286472719,4.9771352727456543E-6]
[null,"Obs877","HIGH","HIGH",0.99999502286472719,4.977135272783105E-6]
[null,"Obs881","HIGH","HIGH",0.99999502286472697,4.9771352730043729E-6]
[null,"Obs888","HIGH","HIGH",0.99999502286472719,4.9771352726748102E-6]
[null,"Obs891","HIGH","HIGH",0.99999502286472763,4.9771352724271352E-6]
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[null,"Obs899","HIGH","HIGH",0.99999502286472697,4.9771352730169446E-6]
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[null,"Obs910","HIGH","HIGH",0.99999502286472697,4.9771352729642515E-6]
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[null,"Obs915","HIGH","HIGH",0.99999502286472697,4.9771352730602923E-6]
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[null,"Obs939","HIGH","HIGH",0.99999502286472697,4.9771352728851496E-6]
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[null,"Obs944","HIGH","HIGH",0.99999502286472697,4.9771352730681698E-6]
[null,"Obs947","HIGH","HIGH",0.99999502286472697,4.9771352729536331E-6]
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[null,"Obs955","HIGH","HIGH",0.99999502286472652,4.9771352733429261E-6]
[null,"Obs959","LOW","LOW",4.9804773045603164E-6,0.99999501952269543]
[null,"Obs964","HIGH","HIGH",0.99999502286472741,4.9771352725320174E-6]
[null,"Obs969","HIGH","HIGH",0.99999502286472719,4.9771352727603834E-6]
[null,"Obs975","LOW","LOW",4.9804773041955958E-6,0.99999501952269587]
[null,"Obs981","HIGH","HIGH",0.99999502286472675,4.9771352731597374E-6]
[null,"Obs990","HIGH","HIGH",0.99999502286472741,4.9771352724659835E-6]
[null,"Obs991","HIGH","HIGH",0.99999502286472763,4.9771352723061798E-6]
[null,"Obs994","LOW","LOW",4.9804773044353079E-6,0.99999501952269565]
[null,"Obs995","HIGH","HIGH",0.99999502286472652,4.9771352733602013E-6]
[null,"Obs998","HIGH","HIGH",0.99999502286472719,4.9771352728394234E-6]
[null,"Obs1000","HIGH","HIGH",0.99999502286472741,4.9771352726423722E-6]
[null,"Obs1003","HIGH","HIGH",0.99999502286472697,4.9771352729404329E-6]
[null,"Obs1006","HIGH","HIGH",0.99999502286472652,4.9771352733832762E-6]
[null,"Obs1007","HIGH","HIGH",0.99999502286472675,4.9771352732416684E-6]
[null,"Obs1008","HIGH","HIGH",0.99999502286472697,4.977135272989333E-6]
[null,"Obs1012","HIGH","HIGH",0.99999502286473163,4.9771352683208127E-6]
[null,"Obs1013","HIGH","HIGH",0.99999502286472697,4.977135272943218E-6]
[null,"Obs1015","HIGH","HIGH",0.99999502286472719,4.9771352727237458E-6]
[null,"Obs1019","HIGH","HIGH",0.99999502286472697,4.9771352729505203E-6]
[null,"Obs1020","HIGH","HIGH",0.99999502286472852,4.9771352715079588E-6]
[null,"Obs1021","HIGH","HIGH",0.99999502286472697,4.9771352730011711E-6]
[null,"Obs1023","HIGH","HIGH",0.99999502286472719,4.9771352727463176E-6]
[null,"Obs1024","HIGH","HIGH",0.99999502286472741,4.9771352725292061E-6]
[null,"Obs1028","LOW","LOW",4.9804773040038005E-6,0.99999501952269609]
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[null,"Obs1033","HIGH","HIGH",0.99999502286472874,4.9771352712652881E-6]
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[null,"Obs1045","LOW","LOW",4.9804773041145483E-6,0.99999501952269587]
[null,"Obs1050","LOW","LOW",4.9804773037989201E-6,0.99999501952269609]
[null,"Obs1052","LOW","LOW",4.9804773037151299E-6,0.99999501952269632]
[null,"Obs1059","HIGH","HIGH",0.99999502286472741,4.9771352725359789E-6]
[null,"Obs1065","LOW","LOW",4.9804773043780315E-6,0.99999501952269565]
[null,"Obs1068","HIGH","HIGH",0.99999502286472697,4.9771352729778134E-6]
[null,"Obs1069","HIGH","HIGH",0.99999502286472697,4.9771352729258902E-6]
[null,"Obs1071","LOW","LOW",4.9804773043202952E-6,0.99999501952269565]
[null,"Obs1079","LOW","LOW",4.9804773045827873E-6,0.99999501952269543]
[null,"Obs1083","LOW","LOW",4.9804773042639751E-6,0.99999501952269565]
[null,"Obs1086","LOW","LOW",4.9804773044287688E-6,0.99999501952269565]
[null,"Obs1094","LOW","LOW",4.9804773048250997E-6,0.99999501952269521]
[null,"Obs1095","HIGH","HIGH",0.99999502286472697,4.9771352728852471E-6]
[null,"Obs1099","LOW","LOW",4.9804773036260407E-6,0.99999501952269632]
[null,"Obs1100","LOW","LOW",4.9804773037119095E-6,0.99999501952269632]
[null,"Obs1102","HIGH","HIGH",0.99999502286472697,4.9771352729832954E-6]
[null,"Obs1103","LOW","LOW",4.9804773042275874E-6,0.99999501952269587]
[null,"Obs1105","HIGH","HIGH",0.99999502286472719,4.9771352728080104E-6]
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[null,"Obs1114","HIGH","HIGH",0.9999950228647263,4.9771352735652273E-6]
[null,"Obs1119","LOW","LOW",4.9804773038389001E-6,0.99999501952269609]
[null,"Obs1122","LOW","LOW",4.9804773039086414E-6,0.99999501952269609]
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[null,"Obs1124","LOW","LOW",4.9804773042342934E-6,0.99999501952269565]
[null,"Obs1127","LOW","LOW",4.9804773043839057E-6,0.99999501952269565]
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[null,"Obs1145","HIGH","HIGH",0.99999502286472719,4.9771352728149687E-6]
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[null,"Obs1150","HIGH","HIGH",0.99999502286472719,4.9771352727641849E-6]
[null,"Obs1151","HIGH","HIGH",0.99999502286472741,4.9771352726281912E-6]
[null,"Obs1152","HIGH","HIGH",0.99999502286472719,4.9771352727318003E-6]
[null,"Obs1153","LOW","LOW",4.9804773039327674E-6,0.99999501952269609]
[null,"Obs1159","HIGH","HIGH",0.99999502286472719,4.9771352728735148E-6]
[null,"Obs1163","LOW","LOW",4.9804773041553152E-6,0.99999501952269587]
[null,"Obs1164","LOW","LOW",4.9804773041876159E-6,0.99999501952269587]
[null,"Obs1165","LOW","LOW",4.9804773040922273E-6,0.99999501952269587]
[null,"Obs1171","LOW","LOW",4.9804773042322766E-6,0.99999501952269565]
[null,"Obs1172","LOW","LOW",4.9804773040217694E-6,0.99999501952269587]
[null,"Obs1174","LOW","LOW",4.9804773038162428E-6,0.99999501952269609]
[null,"Obs1175","HIGH","HIGH",0.99999502286472697,4.9771352730333271E-6]
[null,"Obs1176","LOW","LOW",4.9804773040795667E-6,0.99999501952269587]
[null,"Obs1177","LOW","LOW",4.9804773047665147E-6,0.99999501952269521]
[null,"Obs1183","LOW","LOW",4.9804773042533669E-6,0.99999501952269565]
[null,"Obs1184","LOW","LOW",4.9804773038338484E-6,0.99999501952269609]
[null,"Obs1187","LOW","LOW",4.9804773041532366E-6,0.99999501952269587]
[null,"Obs1188","LOW","LOW",4.9804773042015861E-6,0.99999501952269587]
[null,"Obs1189","HIGH","HIGH",0.99999502286472697,4.9771352729083312E-6]
[null,"Obs1191","HIGH","HIGH",0.99999502286472675,4.9771352731084411E-6]
[null,"Obs1192","HIGH","HIGH",0.99999502286472719,4.9771352728318374E-6]
[null,"Obs1196","LOW","LOW",4.9804773038176404E-6,0.99999501952269609]
[null,"Obs1197","HIGH","HIGH",0.99999502286472697,4.9771352730506379E-6]
[null,"Obs1199","HIGH","HIGH",0.99999502286472763,4.9771352722613463E-6]
[null,"Obs1202","LOW","LOW",4.9804773048335751E-6,0.99999501952269521]
[null,"Obs1206","LOW","LOW",4.9804773039664311E-6,0.99999501952269609]
[null,"Obs1210","LOW","LOW",4.9804773040758067E-6,0.99999501952269587]
[null,"Obs1215","LOW","LOW",4.9804773037704149E-6,0.99999501952269632]
[null,"Obs1230","LOW","LOW",4.9804773041615349E-6,0.99999501952269587]
[null,"Obs1231","HIGH","HIGH",0.99999502286472697,4.9771352730550848E-6]
[null,"Obs1239","HIGH","HIGH",0.99999502286472675,4.9771352732437631E-6]
[null,"Obs1240","LOW","LOW",4.980477303909668E-6,0.99999501952269609]
[null,"Obs1246","LOW","LOW",4.9804773042443697E-6,0.99999501952269565]
[null,"Obs1250","HIGH","HIGH",0.99999502286472719,4.9771352727557416E-6]
[null,"Obs1252","LOW","LOW",4.9804773044343431E-6,0.99999501952269565]
[null,"Obs1253","HIGH","HIGH",0.99999502286472652,4.9771352734063426E-6]
[null,"Obs1256","LOW","LOW",4.9804773038596109E-6,0.99999501952269609]
[null,"Obs1257","LOW","LOW",4.9804773039503112E-6,0.99999501952269609]
[null,"Obs1261","LOW","LOW",4.9804773041906153E-6,0.99999501952269587]
[null,"Obs1267","LOW","LOW",4.9804773039552833E-6,0.99999501952269609]
[null,"Obs1271","LOW","LOW",4.9804773041688872E-6,0.99999501952269587]
[null,"Obs1277","LOW","LOW",4.980477303834194E-6,0.99999501952269609]
[null,"Obs1278","LOW","LOW",4.9804773040569535E-6,0.99999501952269587]
[null,"Obs1281","LOW","LOW",4.9804773041703288E-6,0.99999501952269587]
[null,"Obs1282","LOW","LOW",4.9804773044227709E-6,0.99999501952269565]
[null,"Obs1284","LOW","LOW",4.9804773038081655E-6,0.99999501952269609]
[null,"Obs1289","HIGH","HIGH",0.99999502286472719,4.9771352728808975E-6]
[null,"Obs1291","HIGH","HIGH",0.99999502286472652,4.9771352734563929E-6]
[null,"Obs1293","LOW","LOW",4.9804773037752015E-6,0.99999501952269632]
[null,"Obs1301","LOW","LOW",4.9804773045469485E-6,0.99999501952269543]
[null,"Obs1302","LOW","LOW",4.9804773043703963E-6,0.99999501952269565]
[null,"Obs1307","LOW","LOW",4.980477303679635E-6,0.99999501952269632]
[null,"Obs1312","HIGH","HIGH",0.99999502286472719,4.9771352727660331E-6]
[null,"Obs1323","HIGH","HIGH",0.99999502286472697,4.9771352729083312E-6]
[null,"Obs1327","LOW","LOW",4.980477303816004E-6,0.99999501952269609]
[null,"Obs1328","LOW","LOW",4.9804773041280043E-6,0.99999501952269587]
[null,"Obs1329","LOW","LOW",4.9804773042244729E-6,0.99999501952269587]
[null,"Obs1331","HIGH","HIGH",0.99999502286472697,4.9771352730506379E-6]
[null,"Obs1332","HIGH","HIGH",0.99999502286472719,4.9771352728033068E-6]
[null,"Obs1349","LOW","LOW",4.9804773037704149E-6,0.99999501952269632]
[null,"Obs1353","LOW","LOW",4.9804773048379729E-6,0.99999501952269521]
[null,"Obs1355","LOW","LOW",4.9804773034905205E-6,0.99999501952269654]
[null,"Obs1356","LOW","LOW",4.9804773035275545E-6,0.99999501952269654]
[null,"Obs1359","LOW","LOW",4.9804773042720787E-6,0.99999501952269565]
[null,"Obs1364","LOW","LOW",4.9804773041615349E-6,0.99999501952269587]
[null,"Obs1365","HIGH","HIGH",0.99999502286472697,4.9771352730550848E-6]
[null,"Obs1366","HIGH","HIGH",0.99999502286472719,4.9771352728098764E-6]
[null,"Obs1370","LOW","LOW",4.980477304285704E-6,0.99999501952269565]
[null,"Obs1371","HIGH","HIGH",0.99999502286472741,4.977135272597698E-6]
[null,"Obs1372","HIGH","HIGH",0.99999502286472719,4.977135272797331E-6]
[null,"Obs1374","LOW","LOW",4.980477303909668E-6,0.99999501952269609]
[null,"Obs1375","LOW","LOW",4.9804773037878884E-6,0.99999501952269609]
[null,"Obs1377","LOW","LOW",4.9804773039989521E-6,0.99999501952269609]
[null,"Obs1391","LOW","LOW",4.9804773039503112E-6,0.99999501952269609]
[null,"Obs1400","HIGH","HIGH",0.99999502286472652,4.9771352735273251E-6]
[null,"Obs1403","LOW","LOW",4.9804773035265991E-6,0.99999501952269654]
[null,"Obs1404","HIGH","HIGH",0.99999502286472675,4.9771352731684017E-6]
[null,"Obs1407","LOW","LOW",4.9804773045600335E-6,0.99999501952269543]
[null,"Obs1408","LOW","LOW",4.980477303833795E-6,0.99999501952269609]
[null,"Obs1410","HIGH","HIGH",0.99999502286472675,4.9771352732135714E-6]
[null,"Obs1415","LOW","LOW",4.9804773041703288E-6,0.99999501952269587]
[null,"Obs1418","LOW","LOW",4.9804773040824331E-6,0.99999501952269587]
[null,"Obs1422","LOW","LOW",4.9804773043831535E-6,0.99999501952269565]
[null,"Obs1424","LOW","LOW",4.9804773043374324E-6,0.99999501952269565]
[null,"Obs1425","LOW","LOW",4.9804773044374483E-6,0.99999501952269565]
[null,"Obs1427","HIGH","HIGH",0.99999502286472719,4.9771352728808975E-6]
[null,"Obs1428","HIGH","HIGH",0.99999502286472697,4.9771352730929158E-6]
[null,"Obs1431","LOW","LOW",4.9804773037752015E-6,0.99999501952269632]
[null,"Obs1444","LOW","LOW",4.9804773040933064E-6,0.99999501952269587]
[null,"Obs1449","LOW","LOW",4.980477304062643E-6,0.99999501952269587]
[null,"Obs1453","HIGH","HIGH",0.99999502286472741,4.9771352725640047E-6]
[null,"Obs1457","LOW","LOW",4.9804773042714332E-6,0.99999501952269565]
[null,"Obs1460","LOW","LOW",4.9804773038469511E-6,0.99999501952269609]
[null,"Obs1463","LOW","LOW",4.9804773040224233E-6,0.99999501952269587]
[null,"Obs1474","LOW","LOW",4.9804773035689676E-6,0.99999501952269632]
[null,"Obs1475","LOW","LOW",4.9804773041793709E-6,0.99999501952269587]
[null,"Obs1482","LOW","LOW",4.9804773039035016E-6,0.99999501952269609]
[null,"Obs1483","LOW","LOW",4.9804773044336799E-6,0.99999501952269565]
[null,"Obs1484","LOW","LOW",4.9804773043056627E-6,0.99999501952269565]
[null,"Obs1486","LOW","LOW",4.9804773036685237E-6,0.99999501952269632]
[null,"Obs1491","LOW","LOW",4.9804773039420577E-6,0.99999501952269609]
[null,"Obs1492","LOW","LOW",4.9804773039184001E-6,0.99999501952269609]
[null,"Obs1493","LOW","LOW",4.9804773040244147E-6,0.99999501952269587]
[null,"Obs1495","LOW","LOW",4.9804773047440166E-6,0.99999501952269521]
[null,"Obs1500","LOW","LOW",4.9804773038124837E-6,0.99999501952269609]
[null,"Obs1501","LOW","LOW",4.9804773035748952E-6,0.99999501952269632]
[null,"Obs1505","LOW","LOW",4.980477304442456E-6,0.99999501952269565]
[null,"Obs1506","LOW","LOW",4.9804773040670755E-6,0.99999501952269587]
[null,"Obs1510","LOW","LOW",4.9804773040224233E-6,0.99999501952269587]
[null,"Obs1515","LOW","LOW",4.9804773037096539E-6,0.99999501952269632]
[null,"Obs1519","LOW","LOW",4.9804773035287488E-6,0.99999501952269654]
[null,"Obs1523","LOW","LOW",4.9804773041071698E-6,0.99999501952269587]
[null,"Obs1525","LOW","LOW",4.9804773041915089E-6,0.99999501952269587]
[null,"Obs1526","LOW","LOW",4.9804773039033161E-6,0.99999501952269609]
[null,"Obs1527","LOW","LOW",4.9804773039469942E-6,0.99999501952269609]
[null,"Obs1536","LOW","LOW",4.9804773038108286E-6,0.99999501952269609]
[null,"Obs1537","LOW","LOW",4.9804773048706269E-6,0.99999501952269521]
[null,"Obs1538","LOW","LOW",4.9804773038434741E-6,0.99999501952269609]
[null,"Obs1541","LOW","LOW",4.9804773038785709E-6,0.99999501952269609]
[null,"Obs1549","LOW","LOW",4.9804773043140576E-6,0.99999501952269565]
[null,"Obs1556","LOW","LOW",4.9804773045487086E-6,0.99999501952269543]
[null,"Obs1557","LOW","LOW",4.9804773042214032E-6,0.99999501952269587]
[null,"Obs1558","HIGH","HIGH",0.99999502286472652,4.9771352733325364E-6]
[null,"Obs1561","LOW","LOW",4.9804773035889271E-6,0.99999501952269632]
[null,"Obs1562","LOW","LOW",4.9804773040512648E-6,0.99999501952269587]
[null,"Obs1564","LOW","LOW",4.980477304442456E-6,0.99999501952269565]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",510,0,510,1]
[null,"LOW",0,584,584,1]
[null,"Total",510,584,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999667]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",228,0,228,1]
[null,"LOW",0,242,242,1]
[null,"Total",228,242,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000027]

{"sheet":"XLSTAT_20230729_130447_1_HID","index":77,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)7","index":79,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 13:04:29 / End time: 07/29/2023 at 13:04:36 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 1246258765"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28460812806215724,2.1402037921489439E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42595788446069488,2.7897560096108259E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1274595503656306,6.7433744234940779E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2058219635283374,6.6692701368024937E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2567854185557585,6.5142235447271601E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2889848411334544,6.3724671954984421E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3073638679159045,6.2716499694093569E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3157921996343684,6.2127623938221049E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3163403787934203,6.1743272373996787E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3067535362888505,6.1324732743296299E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2864116347349184,6.0842964447927209E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2589722241316261,6.0303180220122696E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2277482037477159,5.9627020755981128E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.194377634003658,5.873253635828362E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1608294192870203,5.7631715101156895E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8185995067641672,7.9762596520973492E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8355793505484457,8.2006257456225334E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8374409415904931,8.200555888898399E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8274743929616073,8.0197897271901089E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8100350881170015,7.7392655050361622E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.7882991739488105,7.4374559502097815E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7634693185557599,7.1394891915286016E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7363698158135292,6.8731810035968663E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.707782872120656,6.6514745133233424E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7674793803473479,5.974491581404958E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",522,522,47.714808043875685]
[null,"","LOW",572,572,52.285191956124315]
[null,"Class","HIGH",522,522,47.714808043875685]
[null,"","LOW",572,572,52.285191956124315]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.38896029999999998,0.28613968276595736,2.2218016486307259E-2]
[null,"1165",470,0,470,0.37279610000000002,0.57106920000000005,0.42776718148936183,2.8674701866105611E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5148330999999999,1.1309093276595752,7.0267846051531635E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.5825511999999999,1.2087592304255317,6.9579247461110452E-2]
[null,"1420",470,0,470,1.1153899,1.6284947000000001,1.2592246527659572,6.7955665490525369E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.6568811999999999,1.291028863617022,6.6445516738790136E-2]
[null,"1437",470,0,470,1.1711366999999999,1.6728926,1.3091194151063832,6.5354615549736289E-2]
[null,"1445.5",470,0,470,1.1813072,1.6803224000000001,1.3173651865957436,6.4699236392093809E-2]
[null,"1454",470,0,470,1.1833969,1.6807863999999999,1.3178072444680831,6.4257558042515553E-2]
[null,"1462.5",470,0,470,1.1762925,1.6707983,1.3081666321276599,6.376345165656945E-2]
[null,"1471",470,0,470,1.1590898999999999,1.6500328,1.2878193697872335,6.3178135294616189E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6213843999999999,1.2604276772340415,6.2524272562365424E-2]
[null,"1488",470,0,470,1.1077482999999999,1.5879083000000001,1.2292657840425523,6.1731312003570973E-2]
[null,"1496.5",470,0,470,1.078436,1.5504826,1.1959601431914892,6.071498721801185E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5111136000000001,1.1624545293617026,5.9470943260334974E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1057758,1.815181372978723,7.9815485354063687E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1175404000000002,1.8317413287234041,8.1700598577066741E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1198926,1.8334668308510629,8.1588459352323339E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1138697,1.8236091823404246,7.9909840860045614E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1001484000000001,1.8063710906382981,7.7370167361937595E-2]
[null,"1955.5",470,0,470,1.5989156,2.0851525999999998,1.7849286765957435,7.4686604816969149E-2]
[null,"1964",470,0,470,1.5788096,2.0674646000000001,1.7604379442553189,7.208037616864478E-2]
[null,"1972.5",470,0,470,1.5564198,2.0469279,1.7336779740425519,6.9760177706480825E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0260672999999998,1.7055118414893609,6.7894279040184455E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0119349999999998,1.7649625587234035,6.0499832850812882E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",216,216,45.957446808510639]
[null,"","LOW",254,254,54.042553191489361]
[null,"Class","HIGH",216,216,45.957446808510639]
[null,"","LOW",254,254,54.042553191489361]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99086621520745921,0.88121905656907062,0.86423049486412884,0.85061090756707869,0.84038594774558384,0.83383970063629609,0.83065159096896424,0.83049132458659813,0.83437927275926238,0.84218753317519301,0.85184615712945988,0.8615568693900556,0.87077051554145513,0.878975127547166,0.23356575916874631,0.20377890481195912,0.1997381852697033,0.21546694145422765,0.24503387250261632,0.28448469542942068,0.33125112927399664,0.38356398873438124,0.43858871475288891,0.37960412330960225,6.095584009784806E-2,-6.0955840097847887E-2,-6.09558400978421E-2]
[null,"1165",0.99086621520745921,1,0.91336204575621138,0.89891111491512088,0.88784655790074696,0.87990637673359939,0.8751706335731031,0.87323715342258657,0.87391270023772094,0.87839032038114395,0.88654551810903315,0.89627483191429902,0.90589291295356844,0.91491833895905073,0.92289067998532126,0.28492739389865923,0.25560824810209054,0.25224688899449327,0.26885952037271887,0.29931463782100426,0.33960456331586542,0.38708918629004868,0.43988089037669376,0.49514739338165753,0.43312208961277693,4.8836716150616036E-2,-4.8836716150660799E-2,-4.8836716150639149E-2]
[null,"1403",0.88121905656907062,0.91336204575621138,1,0.99878873323049722,0.99591202658011235,0.99228619363175974,0.98880741548337003,0.98614058269138627,0.98445817262116475,0.98355039282129331,0.9830296971663206,0.98237567196632136,0.98115923142214767,0.97920795732138932,0.97662963195823227,0.56093500908782401,0.53094081043825847,0.52657147271915694,0.54210060519645287,0.57071942846805124,0.60790711136622144,0.65074658059387935,0.69670163621164849,0.74289086929604298,0.6874464625082638,0.11634661577984975,-0.11634661577987133,-0.11634661577987969]
[null,"1411.5",0.86423049486412884,0.89891111491512088,0.99878873323049722,1,0.99910153623372877,0.99696698754913904,0.99446893949738069,0.99232888043964051,0.99081248730740157,0.98967507530487975,0.98850116229566831,0.98692441625421412,0.98469613494936314,0.98171380385303963,0.97815897695853138,0.59037581838404418,0.56086697737776403,0.55674408912076068,0.57235901281611001,0.60084266960348964,0.63766079879333415,0.6798594238356781,0.72484281496693637,0.76974455379586548,0.71591592448036279,0.12053778230796042,-0.12053778230804157,-0.12053778230799306]
[null,"1420",0.85061090756707869,0.88784655790074696,0.99591202658011235,0.99910153623372877,1,0.99934575393878144,0.99791769519473117,0.99643280293785397,0.99522943439971923,0.99409081862318738,0.99259931838032101,0.99048935563904861,0.9876460507387167,0.98403114990038065,0.97987893433838413,0.61364281155402112,0.58479909220378712,0.58102164286902425,0.59675022204995531,0.62511897356785839,0.66159192206423945,0.70320557721862831,0.74733101546667646,0.79112897523276493,0.73829936539051699,0.12007290083419463,-0.12007290083422335,-0.12007290083418763]
[null,"1428.5",0.84038594774558384,0.87990637673359939,0.99228619363175974,0.99696698754913904,0.99934575393878144,1,0.99958276303411875,0.99876761490065835,0.99794378547597928,0.99695883741710023,0.99540724459949281,0.99307612102696907,0.98993953480831309,0.98601104001313844,0.98155846169220962,0.62964779752525912,0.60148289675741096,0.59808234231164448,0.61396020668795204,0.64228378210477011,0.67852118082672985,0.71971643973781552,0.7632253631571766,0.80623681778536627,0.75372964303640566,0.11637858375898746,-0.1163785837589907,-0.11637858375898189]
[null,"1437",0.83383970063629609,0.8751706335731031,0.98880741548337003,0.99446893949738069,0.99791769519473117,0.99958276303411875,1,0.9997756817885014,0.99932931950459281,0.99858999877538934,0.9971695607881309,0.99486454321350948,0.99169526478577164,0.98771081004186911,0.98319501272654908,0.63794717039034443,0.61033671174368842,0.60728395185002049,0.62334712998243402,0.65172853815112197,0.68789980472323808,0.72892175592096486,0.77214246896692795,0.81477379213107681,0.76199029971455579,0.11106238278894431,-0.11106238278897419,-0.11106238278895046]
[null,"1445.5",0.83065159096896424,0.87323715342258657,0.98614058269138627,0.99232888043964051,0.99643280293785397,0.99876761490065835,0.9997756817885014,1,0.99986959890153204,0.99939392822718487,0.99820100196759221,0.99606833740254341,0.99302971529215001,0.98915376209195693,0.98472751169637573,0.64023776889684036,0.61300308181464136,0.61022211624478773,0.62647264048581208,0.65497988983087674,0.69121804358991024,0.73226430025489575,0.77546395461597573,0.81804491609607888,0.76466536499134263,0.10569542438859449,-0.10569542438862461,-0.10569542438858844]
[null,"1454",0.83049132458659813,0.87391270023772094,0.98445817262116475,0.99081248730740157,0.99522943439971923,0.99794378547597928,0.99932931950459281,0.99986959890153204,1,0.99980238161354951,0.99891622399782176,0.99707543720865899,0.99430204600782568,0.99067068232195599,0.9864616709550792,0.63782276169053398,0.61080207909074669,0.60822532168611887,0.62466611047870557,0.65335988948255685,0.68978394707201018,0.73102721807296633,0.77443637719171066,0.81724582347054964,0.76312829552183692,0.10100270921584854,-0.10100270921591933,-0.10100270921590165]
[null,"1462.5",0.83437927275926238,0.87839032038114395,0.98355039282129331,0.98967507530487975,0.99409081862318738,0.99695883741710023,0.99858999877538934,0.99939392822718487,0.99980238161354951,1,0.99963026464373994,0.99833810017620617,0.9960972092111664,0.99297452080158199,0.98922929681992833,0.62872440437991017,0.60178367289848622,0.59939515392162857,0.6160952242259915,0.64511634292231046,0.68194209570358677,0.72366971565216809,0.76765201312195075,0.81112346550592718,0.75588192381706154,9.5504663509388993E-2,-9.550466350955529E-2,-9.55046635094631E-2]
[null,"1471",0.84218753317519301,0.88654551810903315,0.9830296971663206,0.98850116229566831,0.99259931838032101,0.99540724459949281,0.9971695607881309,0.99820100196759221,0.99891622399782176,0.99963026464373994,1,0.99952977050110969,0.99810516671430327,0.99577356177559184,0.99275643651039625,0.61250148162830109,0.58552489883175052,0.5833130282119009,0.6003366176857845,0.6298194226758479,0.66725046107926644,0.7097381421510438,0.75464867878505471,0.79920939214418296,0.74242226322178329,8.8466659356337185E-2,-8.8466659356364552E-2,-8.8466659356358071E-2]
[null,"1479.5",0.85184615712945988,0.89627483191429902,0.98237567196632136,0.98692441625421412,0.99048935563904861,0.99307612102696907,0.99486454321350948,0.99606833740254341,0.99707543720865899,0.99833810017620617,0.99952977050110969,1,0.99952002410400664,0.99811121940175485,0.9959487771368869,0.5924842930721963,0.56540753922610476,0.56334223363616731,0.58068373241010707,0.61065259383120452,0.64874308481573473,0.69207736463834924,0.73804220783459551,0.78385581579942465,0.72539705305182045,8.0764033539685587E-2,-8.076403353969247E-2,-8.0764033539708194E-2]
[null,"1488",0.8615568693900556,0.90589291295356844,0.98115923142214767,0.98469613494936314,0.9876460507387167,0.98993953480831309,0.99169526478577164,0.99302971529215001,0.99430204600782568,0.9960972092111664,0.99810516671430327,0.99952002410400664,1,0.99953339668423447,0.99824767314773655,0.57162121627362517,0.54444043130307607,0.54249801665603481,0.56011921944698162,0.59052888346521293,0.62923082738535285,0.6733634217509199,0.72033889888134095,0.76736825459621305,0.70738679358052436,7.3417155747628027E-2,-7.3417155747697846E-2,-7.341715574765903E-2]
[null,"1496.5",0.87077051554145513,0.91491833895905073,0.97920795732138932,0.98171380385303963,0.98403114990038065,0.98601104001313844,0.98771081004186911,0.98915376209195693,0.99067068232195599,0.99297452080158199,0.99577356177559184,0.99811121940175485,0.99953339668423447,1,0.99958733725703408,0.55089484902200114,0.52363621669399607,0.5218021817414209,0.53965866465001588,0.57044658365807566,0.60968299519550595,0.65452417568586108,0.70241363459173167,0.75055750417785083,0.68925469149067931,6.6442151131444346E-2,-6.6442151131504604E-2,-6.6442151131478583E-2]
[null,"1505",0.878975127547166,0.92289067998532126,0.97662963195823227,0.97815897695853138,0.97987893433838413,0.98155846169220962,0.98319501272654908,0.98472751169637573,0.9864616709550792,0.98922929681992833,0.99275643651039625,0.9959487771368869,0.99824767314773655,0.99958733725703408,1,0.53155633350833331,0.50425438002745138,0.50251347152743664,0.52055370293209369,0.55164015796725496,0.591309896772646,0.63673542152995499,0.68539406756465526,0.73449047632233844,0.67214847178203385,6.0226885993609286E-2,-6.0226885993645396E-2,-6.0226885993613873E-2]
[null,"1913",0.23356575916874631,0.28492739389865923,0.56093500908782401,0.59037581838404418,0.61364281155402112,0.62964779752525912,0.63794717039034443,0.64023776889684036,0.63782276169053398,0.62872440437991017,0.61250148162830109,0.5924842930721963,0.57162121627362517,0.55089484902200114,0.53155633350833331,1,0.99912485204581336,0.9986441805599916,0.9989465258083976,0.99851317472354206,0.99568979612054875,0.98890787464298135,0.97696663596287581,0.95914424892819461,0.97002530205726478,0.19649430439157572,-0.19649430439158092,-0.19649430439157806]
[null,"1921.5",0.20377890481195912,0.25560824810209054,0.53094081043825847,0.56086697737776403,0.58479909220378712,0.60148289675741096,0.61033671174368842,0.61300308181464136,0.61080207909074669,0.60178367289848622,0.58552489883175052,0.56540753922610476,0.54444043130307607,0.52363621669399607,0.50425438002745138,0.99912485204581336,1,0.99988783080033583,0.99950359386671994,0.99770208957927764,0.99302996997316362,0.9840452994036083,0.96966841036717366,0.94930905463523452,0.96195797544650685,0.19264810180247882,-0.19264810180245598,-0.19264810180245517]
[null,"1930",0.1997381852697033,0.25224688899449327,0.52657147271915694,0.55674408912076068,0.58102164286902425,0.59808234231164448,0.60728395185002049,0.61022211624478773,0.60822532168611887,0.59939515392162857,0.5833130282119009,0.56334223363616731,0.54249801665603481,0.5218021817414209,0.50251347152743664,0.9986441805599916,0.99988783080033583,1,0.99967249840513239,0.99783702061744595,0.99306771182862141,0.98394211839277546,0.96939336331995241,0.94885209229920364,0.96117450307353391,0.18933067435031001,-0.18933067435032266,-0.18933067435030237]
[null,"1938.5",0.21546694145422765,0.26885952037271887,0.54210060519645287,0.57235901281611001,0.59675022204995531,0.61396020668795204,0.62334712998243402,0.62647264048581208,0.62466611047870557,0.6160952242259915,0.6003366176857845,0.58068373241010707,0.56011921944698162,0.53965866465001588,0.52055370293209369,0.9989465258083976,0.99950359386671994,0.99967249840513239,1,0.99915489771565191,0.99563141714891656,0.98794833512249325,0.97496410375479203,0.95604371137817235,0.9664619164669227,0.18649392217265676,-0.18649392217265934,-0.1864939221726577]
[null,"1947",0.24503387250261632,0.29931463782100426,0.57071942846805124,0.60084266960348964,0.62511897356785839,0.64228378210477011,0.65172853815112197,0.65497988983087674,0.65335988948255685,0.64511634292231046,0.6298194226758479,0.61065259383120452,0.59052888346521293,0.57044658365807566,0.55164015796725496,0.99851317472354206,0.99770208957927764,0.99783702061744595,0.99915489771565191,1,0.99860516077515893,0.99341493143124648,0.98316375342572682,0.96709259689902816,0.97451641368168318,0.1835262358969757,-0.18352623589703751,-0.18352623589702721]
[null,"1955.5",0.28448469542942068,0.33960456331586542,0.60790711136622144,0.63766079879333415,0.66159192206423945,0.67852118082672985,0.68789980472323808,0.69121804358991024,0.68978394707201018,0.68194209570358677,0.66725046107926644,0.64874308481573473,0.62923082738535285,0.60968299519550595,0.591309896772646,0.99568979612054875,0.99302996997316362,0.99306771182862141,0.99563141714891656,0.99860516077515893,1,0.99806099502856749,0.99139209465958267,0.97908130970749307,0.98272567163188573,0.18076918310218315,-0.18076918310218035,-0.18076918310216042]
[null,"1964",0.33125112927399664,0.38708918629004868,0.65074658059387935,0.6798594238356781,0.70320557721862831,0.71971643973781552,0.72892175592096486,0.73226430025489575,0.73102721807296633,0.72366971565216809,0.7097381421510438,0.69207736463834924,0.6733634217509199,0.65452417568586108,0.63673542152995499,0.98890787464298135,0.9840452994036083,0.98394211839277546,0.98794833512249325,0.99341493143124648,0.99806099502856749,1,0.9976016729190591,0.98979836853832937,0.98885379990265898,0.17740649016615495,-0.17740649016618992,-0.17740649016616467]
[null,"1972.5",0.38356398873438124,0.43988089037669376,0.69670163621164849,0.72484281496693637,0.74733101546667646,0.7632253631571766,0.77214246896692795,0.77546395461597573,0.77443637719171066,0.76765201312195075,0.75464867878505471,0.73804220783459551,0.72033889888134095,0.70241363459173167,0.68539406756465526,0.97696663596287581,0.96966841036717366,0.96939336331995241,0.97496410375479203,0.98316375342572682,0.99139209465958267,0.9976016729190591,1,0.99727154489541181,0.99106836167437606,0.17273369314104153,-0.1727336931411112,-0.17273369314107895]
[null,"1981",0.43858871475288891,0.49514739338165753,0.74289086929604298,0.76974455379586548,0.79112897523276493,0.80623681778536627,0.81477379213107681,0.81804491609607888,0.81724582347054964,0.81112346550592718,0.79920939214418296,0.78385581579942465,0.76736825459621305,0.75055750417785083,0.73449047632233844,0.95914424892819461,0.94930905463523452,0.94885209229920364,0.95604371137817235,0.96709259689902816,0.97908130970749307,0.98979836853832937,0.99727154489541181,1,0.98809477637621523,0.16660984254544964,-0.16660984254542771,-0.1666098425454195]
[null,"2491",0.37960412330960225,0.43312208961277693,0.6874464625082638,0.71591592448036279,0.73829936539051699,0.75372964303640566,0.76199029971455579,0.76466536499134263,0.76312829552183692,0.75588192381706154,0.74242226322178329,0.72539705305182045,0.70738679358052436,0.68925469149067931,0.67214847178203385,0.97002530205726478,0.96195797544650685,0.96117450307353391,0.9664619164669227,0.97451641368168318,0.98272567163188573,0.98885379990265898,0.99106836167437606,0.98809477637621523,1,0.18377318139421056,-0.18377318139418264,-0.18377318139419188]
[null,"Class-HIGH",6.095584009784806E-2,4.8836716150616036E-2,0.11634661577984975,0.12053778230796042,0.12007290083419463,0.11637858375898746,0.11106238278894431,0.10569542438859449,0.10100270921584854,9.5504663509388993E-2,8.8466659356337185E-2,8.0764033539685587E-2,7.3417155747628027E-2,6.6442151131444346E-2,6.0226885993609286E-2,0.19649430439157572,0.19264810180247882,0.18933067435031001,0.18649392217265676,0.1835262358969757,0.18076918310218315,0.17740649016615495,0.17273369314104153,0.16660984254544964,0.18377318139421056,1,-1.0000000000000018,-1]
[null,"Class-LOW",-6.0955840097847887E-2,-4.8836716150660799E-2,-0.11634661577987133,-0.12053778230804157,-0.12007290083422335,-0.1163785837589907,-0.11106238278897419,-0.10569542438862461,-0.10100270921591933,-9.550466350955529E-2,-8.8466659356364552E-2,-8.076403353969247E-2,-7.3417155747697846E-2,-6.6442151131504604E-2,-6.0226885993645396E-2,-0.19649430439158092,-0.19264810180245598,-0.18933067435032266,-0.18649392217265934,-0.18352623589703751,-0.18076918310218035,-0.17740649016618992,-0.1727336931411112,-0.16660984254542771,-0.18377318139418264,-1.0000000000000018,1,1]
[null,"Class",-6.09558400978421E-2,-4.8836716150639149E-2,-0.11634661577987969,-0.12053778230799306,-0.12007290083418763,-0.11637858375898189,-0.11106238278895046,-0.10569542438858844,-0.10100270921590165,-9.55046635094631E-2,-8.8466659356358071E-2,-8.0764033539708194E-2,-7.341715574765903E-2,-6.6442151131478583E-2,-6.0226885993613873E-2,-0.19649430439157806,-0.19264810180245517,-0.18933067435030237,-0.1864939221726577,-0.18352623589702721,-0.18076918310216042,-0.17740649016616467,-0.17273369314107895,-0.1666098425454195,-0.18377318139419188,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1514.3200428764917,1.0937887144186267E-2]
[null,"R²(McFadden)",0,0.99999277703072365]
[null,"R²(Cox and Snell)",0,0.74947455689234355]
[null,"R²(Nagelkerke)",0,0.98862207744099984]
[null,"AIC",1516.3200428764917,54.010937887144188]
[null,"SBC",1521.3176388594736,188.94602942765621]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.523:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1514.3091049893476,0]
[null,"Score",26,1093.9999600052834,0]
[null,"Wald",26,0.81311836516299341,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,7.6354670077038807E-23,0.99999999999302802,0,1]
[null,"1165",1,4.3936559022237217E-23,0.99999999999471123,0,1]
[null,"1403",1,2.0452626791435213E-27,0.99999999999996392,7.3274719625260332E-14,0.99999978401820599]
[null,"1411.5",1,2.8250127407524409E-27,0.99999999999995759,0,1]
[null,"1420",1,6.2124852379164882E-26,0.99999999999980116,0,1]
[null,"1428.5",1,1.2428563412511195E-24,0.99999999999911049,0,1]
[null,"1437",1,1.8252220696282376E-24,0.99999999999892208,0,1]
[null,"1445.5",1,1.6346041093302791E-25,0.99999999999967737,0,1]
[null,"1454",1,9.3599121645527532E-26,0.99999999999975586,0,1]
[null,"1462.5",1,1.7251980889339331E-26,0.99999999999989519,0,1]
[null,"1471",1,1.8373414336435434E-26,0.99999999999989186,0,1]
[null,"1479.5",1,1.0229652164422521E-25,0.99999999999974476,0,1]
[null,"1488",1,5.8339875856409643E-26,0.99999999999980727,0,1]
[null,"1496.5",1,1.9825347877318839E-26,0.99999999999988765,2.0384041676813069E-13,0.99999963976557671]
[null,"1505",1,8.8010926803209024E-27,0.99999999999992517,0,1]
[null,"1913",1,1.1813237547153937E-27,0.99999999999997258,3.0775035297914144E-13,0.99999955737153312]
[null,"1921.5",1,7.2535316700179056E-28,0.99999999999997846,0,1]
[null,"1930",1,6.5117774265558388E-28,0.99999999999997968,0,1]
[null,"1938.5",1,1.7954146835606461E-27,0.99999999999996614,0,1]
[null,"1947",1,2.5008978732756859E-28,0.99999999999998734,0,1]
[null,"1955.5",1,2.63746087513589E-29,0.99999999999999589,0,1]
[null,"1964",1,6.4047503360169521E-28,0.99999999999997979,0,1]
[null,"1972.5",1,1.0258288446287096E-27,0.99999999999997446,0,1]
[null,"1981",1,1.6106336277004321E-28,0.9999999999999899,0,1]
[null,"2491",1,3.3608852354330942E-29,0.99999999999999534,2.0472686046435484E-13,0.99999963898314814]
[null,"Class",1,0.65706365933257471,0.41759849989512765,1279.6523557114178,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4689572456880289E-3,1,0.94104826197282609]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.206164911076408,786.56395355217524,2.4081879933682192E-4,0.98761865503012625,-1529.4308555886225,1553.8431854107755]
[null,"961",9.3765583900846449E-8,10730.640862223168,7.6354670077038819E-23,0.99999999999302802,-21031.669620897472,21031.669621085002]
[null,"1165",-8.3944715530028101E-8,12664.275250048704,4.3936559022237229E-23,0.99999999999471123,-24821.523380481387,24821.523380313494]
[null,"1403",3.4584090450290051E-9,76471.887825197511,2.0452626791435216E-27,0.99999999999996392,-149882.14596717065,149882.14596717758]
[null,"1411.5",1.1692113828373147E-8,219979.81342332609,2.8250127407524394E-27,0.99999999999995759,-431152.51163554809,431152.51163557149]
[null,"1420",6.4791083494655367E-8,259945.65212537727,6.2124852379164893E-26,0.99999999999980116,-509484.11610345228,509484.11610358185]
[null,"1428.5",-2.8367639385861041E-7,254456.02071155739,1.2428563412511195E-24,0.99999999999911049,-498724.63624431414,498724.63624374673]
[null,"1437",3.3979383630841009E-7,251511.38051900372,1.8252220696282376E-24,0.99999999999892208,-492953.24751885631,492953.24751953594]
[null,"1445.5",-9.2336167610504301E-8,228383.93533703341,1.6346041093302793E-25,0.99999999999967737,-447624.28790820227,447624.28790801764]
[null,"1454",-7.1584042623060185E-8,233980.86080255714,9.359912164552752E-26,0.99999999999975586,-458594.06024476315,458594.06024461996]
[null,"1462.5",3.2485434223367527E-8,247325.66874019156,1.7251980889339331E-26,0.99999999999989519,-484749.40318302676,484749.40318309172]
[null,"1471",3.3776929373563234E-8,249186.91378566169,1.8373414336435428E-26,0.99999999999989186,-488397.37643855053,488397.37643861806]
[null,"1479.5",-8.0247714059854193E-8,250900.91003081569,1.0229652164422522E-25,0.99999999999974476,-491756.74734880327,491756.74734864273]
[null,"1488",6.8511074431635378E-8,283646.89127030107,5.8339875856409643E-26,0.99999999999980727,-555937.69121647009,555937.69121660723]
[null,"1496.5",-3.9981280545062521E-8,283952.88891687815,1.9825347877318839E-26,0.99999999999988765,-556537.43558322371,556537.43558314384]
[null,"1505",1.4668793061875585E-8,156360.15226376694,8.8010926803209038E-27,0.99999999999992517,-306460.26705416746,306460.2670541968]
[null,"1913",-9.2532513690750268E-10,26922.159419956846,1.1813237547153937E-27,0.99999999999997258,-52766.462849162082,52766.462849160234]
[null,"1921.5",1.1667506870936216E-9,43321.482436601967,7.2535316700179047E-28,0.99999999999997846,-84908.54533262318,84908.545332625508]
[null,"1930",1.1137954155697212E-9,43647.125972036753,6.5117774265558379E-28,0.99999999999997968,-85546.794933873694,85546.794933875935]
[null,"1938.5",-1.8580179967886801E-9,43849.791219905987,1.7954146835606461E-27,0.99999999999996614,-85944.011520618253,85944.011520614527]
[null,"1947",7.1122086176990952E-10,44973.481479987691,2.5008978732756859E-28,0.99999999999998734,-88146.403960154275,88146.403960155701]
[null,"1955.5",-2.5178142837553416E-10,49026.476289596678,2.6374608751358895E-29,0.99999999999999589,-96090.127816516615,96090.12781651612]
[null,"1964",-1.350811011254245E-9,53375.688438775127,6.404750336016953E-28,0.99999999999997979,-104614.42699003153,104614.42699002882]
[null,"1972.5",1.8992686562617752E-9,59299.215492095085,1.0258288446287099E-27,0.99999999999997446,-116224.32667598405,116224.32667598786]
[null,"1981",-5.1814738676932087E-10,40827.701512497792,1.6106336277004323E-28,0.9999999999999899,-80020.824536047672,80020.824536046624]
[null,"2491",-1.2640442988325283E-11,2180.3963823784347,3.3608852354330953E-29,0.99999999999999534,-4273.4983814831676,4273.4983814831421]
[null,"Class-HIGH",-24.412536027654877,30.116824154171091,0.65706365933257471,0.41759849989512765,-83.44042669855618,34.61535464324642,2.4990233493326803E-11,5.7847303187140848E-37,1079586662891856.3]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",1.1058870342636905E-9,126.5589793737276,7.6354670077038819E-23,0.99999999999302802,-248.05104149154772,248.0510414937595]
[null,"1165",-1.2905408564450411E-9,194.69676589239521,4.3936559022237205E-23,0.99999999999471123,-381.59864905681144,381.59864905423041]
[null,"1403",1.2851854715622281E-10,2841.785281505242,2.0452626791435216E-27,0.99999999999996392,-5569.7968035461636,5569.7968035464201]
[null,"1411.5",4.2971797268458226E-10,8084.8750571013925,2.8250127407524409E-27,0.99999999999995759,-15846.063931424509,15846.063931425368]
[null,"1420",2.3258948400644686E-9,9331.6274148352913,6.2124852379164893E-26,0.99999999999980116,-18289.653650221451,18289.653650226101]
[null,"1428.5",-9.9619184127047669E-9,8935.7809561463728,1.2428563412511199E-24,0.99999999999911049,-17513.808847795735,17513.808847775814]
[null,"1437",1.1743822621868887E-8,8692.6386666874441,1.8252220696282376E-24,0.99999999999892208,-17037.258717315919,17037.258717339406]
[null,"1445.5",-3.1613222235123449E-9,7819.2026911893936,1.6346041093302789E-25,0.99999999999967737,-15325.355662553036,15325.355662546714]
[null,"1454",-2.435667711220314E-9,7961.2663216192104,9.3599121645527555E-26,0.99999999999975586,-15603.795261707759,15603.795261702888]
[null,"1462.5",1.0978335912116587E-9,8358.282214881312,1.725198088933934E-26,0.99999999999989519,-16381.932113787941,16381.932113790139]
[null,"1471",1.1325117234339142E-9,8355.0253508081678,1.8373414336435434E-26,0.99999999999989186,-16375.548777502003,16375.548777504269]
[null,"1479.5",-2.666766929267087E-9,8337.8605513191324,1.0229652164422522E-25,0.99999999999974476,-16341.906388705442,16341.906388700108]
[null,"1488",2.2512102816532848E-9,9320.3734328218252,5.8339875856409666E-26,0.99999999999980727,-18267.596250792471,18267.596250796974]
[null,"1496.5",-1.2940397905702138E-9,9190.4594324251048,1.9825347877318839E-26,0.99999999999988765,-18012.969488930921,18012.969488928331]
[null,"1505",4.6587360008621122E-10,4965.9209682678047,8.8010926803209024E-27,0.99999999999992517,-9733.0262478767017,9733.0262478776331]
[null,"1913",-4.0672963592169131E-11,1183.3721642643939,1.1813237547153937E-27,0.99999999999997258,-2319.3668222654687,2319.3668222653878]
[null,"1921.5",5.2727506303140669E-11,1957.7736387945558,7.2535316700179065E-28,0.99999999999997846,-3837.1658219192045,3837.16582191931]
[null,"1930",5.0333936097194103E-11,1972.4732377165681,6.5117774265558397E-28,0.99999999999997968,-3865.9765063935347,3865.9765063936356]
[null,"1938.5",-8.2115486920326657E-11,1937.9505277131996,1.7954146835606464E-27,0.99999999999996614,-3798.3132381383443,3798.3132381381797]
[null,"1947",3.0333072811172906E-11,1918.0875613091009,2.500897873275685E-28,0.99999999999998734,-3759.3825393600691,3759.3825393601301]
[null,"1955.5",-1.0319538465507785E-11,2009.4039944209005,2.63746087513589E-29,0.99999999999999589,-3938.3594594558981,3938.3594594558772]
[null,"1964",-5.3146406778995757E-11,2100.0169722055698,6.4047503360169548E-28,0.99999999999997979,-4115.9576324458203,4115.9576324457148]
[null,"1972.5",7.1937668273469798E-11,2246.047329261763,1.0258288446287094E-27,0.99999999999997446,-4402.1718729253589,4402.1718729255026]
[null,"1981",-1.8992556110490385E-11,1496.5286550478838,1.6106336277004323E-28,0.9999999999999899,-2933.1422657260368,2933.1422657259986]
[null,"2491",-4.16174457751018E-13,71.787458948766641,3.3608852354330953E-29,0.99999999999999534,-140.70083408123062,140.70083408122977]
[null,"Class-HIGH",-6.722635983849651,8.2934622420525344,0.65706365933257482,0.41759849989512754,-22.977523285415423,9.5322513177161223]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
[null,"Obs3","LOW","LOW",4.9995137595448868E-6,0.99999500048624046]
[null,"Obs4","HIGH","HIGH",0.9999950015171637,4.9984828362419436E-6]
[null,"Obs5","HIGH","HIGH",0.99999500151716147,4.9984828384657193E-6]
[null,"Obs8","HIGH","HIGH",0.99999500151715992,4.9984828401066814E-6]
[null,"Obs9","HIGH","HIGH",0.99999500151716036,4.9984828395480115E-6]
[null,"Obs11","HIGH","HIGH",0.99999500151716192,4.9984828380814874E-6]
[null,"Obs12","HIGH","HIGH",0.99999500151716481,4.9984828351736174E-6]
[null,"Obs14","HIGH","HIGH",0.99999500151716081,4.9984828391379332E-6]
[null,"Obs16","LOW","LOW",4.9995137429170362E-6,0.99999500048625711]
[null,"Obs17","LOW","LOW",4.9995137419471827E-6,0.999995000486258]
[null,"Obs18","LOW","LOW",4.9995137424854526E-6,0.99999500048625756]
[null,"Obs20","LOW","LOW",4.9995137417559328E-6,0.99999500048625822]
[null,"Obs22","LOW","LOW",4.9995137394127762E-6,0.99999500048626044]
[null,"Obs23","HIGH","HIGH",0.99999500151715881,4.9984828411551641E-6]
[null,"Obs24","HIGH","HIGH",0.9999950015171577,4.9984828421682088E-6]
[null,"Obs25","HIGH","HIGH",0.99999500151715703,4.9984828430030351E-6]
[null,"Obs26","HIGH","HIGH",0.99999500151715881,4.9984828410511993E-6]
[null,"Obs27","LOW","LOW",4.9995137420122882E-6,0.999995000486258]
[null,"Obs28","LOW","LOW",4.9995137432133377E-6,0.99999500048625667]
[null,"Obs29","LOW","LOW",4.9995137407922422E-6,0.99999500048625911]
[null,"Obs30","LOW","LOW",4.999513740950828E-6,0.99999500048625911]
[null,"Obs31","LOW","LOW",4.9995137420629712E-6,0.999995000486258]
[null,"Obs32","HIGH","HIGH",0.99999500151716259,4.998482837453277E-6]
[null,"Obs33","HIGH","HIGH",0.99999500151716236,4.9984828376078079E-6]
[null,"Obs34","HIGH","HIGH",0.99999500151716081,4.998482839096974E-6]
[null,"Obs35","HIGH","HIGH",0.99999500151715903,4.9984828409732587E-6]
[null,"Obs36","LOW","LOW",4.999513740585717E-6,0.99999500048625933]
[null,"Obs38","LOW","LOW",4.9995137429786604E-6,0.99999500048625689]
[null,"Obs41","LOW","LOW",4.9995137408303858E-6,0.99999500048625911]
[null,"Obs42","HIGH","HIGH",0.99999500151716081,4.9984828391751806E-6]
[null,"Obs43","HIGH","HIGH",0.99999500151716192,4.9984828380994665E-6]
[null,"Obs44","HIGH","HIGH",0.99999500151716103,4.9984828388348741E-6]
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[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",522,0,522,1]
[null,"LOW",0,572,572,1]
[null,"Total",522,572,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000056]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",216,0,216,1]
[null,"LOW",0,254,254,1]
[null,"Total",216,254,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000029]

{"sheet":"XLSTAT_20230729_130422_1_HID","index":80,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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[-5.6703773620991882E-15,8.2167832167822225E-2]
[-5.6703773620991882E-15,8.041958041957048E-2]
[-5.6703773620991882E-15,7.8671328671318735E-2]
[-5.6703773620991882E-15,7.6923076923066991E-2]
[-5.6703773620991882E-15,7.5174825174815246E-2]
[-5.6703773620991882E-15,7.3426573426563502E-2]
[-5.6703773620991882E-15,7.1678321678311757E-2]
[-5.6703773620991882E-15,6.9930069930060013E-2]
[-5.6703773620991882E-15,6.8181818181808268E-2]
[-5.6703773620991882E-15,6.6433566433556523E-2]
[-5.6703773620991882E-15,6.4685314685304779E-2]
[-5.6703773620991882E-15,6.2937062937053034E-2]
[-5.6703773620991882E-15,6.1188811188801283E-2]
[-5.6703773620991882E-15,5.9440559440549531E-2]
[-5.6703773620991882E-15,5.769230769229778E-2]
[-5.6703773620991882E-15,5.5944055944046028E-2]
[-5.6703773620991882E-15,5.4195804195794277E-2]
[-5.6703773620991882E-15,5.2447552447542525E-2]
[-5.6703773620991882E-15,5.0699300699290774E-2]
[-5.6703773620991882E-15,4.8951048951039022E-2]
[-5.6703773620991882E-15,4.7202797202787271E-2]
[-5.6703773620991882E-15,4.5454545454535519E-2]
[-5.6703773620991882E-15,4.3706293706283768E-2]
[-5.6703773620991882E-15,4.1958041958032016E-2]
[-5.6703773620991882E-15,4.0209790209780265E-2]
[-5.6703773620991882E-15,3.8461538461528513E-2]
[-5.6703773620991882E-15,3.6713286713276762E-2]
[-5.6703773620991882E-15,3.496503496502501E-2]
[-5.6703773620991882E-15,3.3216783216773259E-2]
[-5.6703773620991882E-15,3.1468531468521507E-2]
[-5.6703773620991882E-15,2.9720279720269759E-2]
[-5.6703773620991882E-15,2.7972027972018011E-2]
[-5.6703773620991882E-15,2.6223776223766263E-2]
[-5.6703773620991882E-15,2.4475524475514515E-2]
[-5.6703773620991882E-15,2.2727272727262767E-2]
[-5.6703773620991882E-15,2.0979020979011019E-2]
[-5.6703773620991882E-15,1.9230769230759271E-2]
[-5.6703773620991882E-15,1.7482517482507523E-2]
[-5.6703773620991882E-15,1.5734265734255775E-2]
[-5.6703773620991882E-15,1.3986013986004027E-2]
[-5.6703773620991882E-15,1.2237762237752279E-2]
[-5.6703773620991882E-15,1.0489510489500531E-2]
[-5.6703773620991882E-15,8.7412587412487829E-3]
[-5.6703773620991882E-15,6.9930069929970348E-3]
[-5.6703773620991882E-15,5.2447552447452868E-3]
[-5.6703773620991882E-15,3.4965034964935388E-3]
[-5.6703773620991882E-15,1.7482517482417905E-3]
[-5.6703773620991882E-15,-9.9577464329758669E-15]

{"sheet":"Log(Binary)6","index":82,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 13:04:02 / End time: 07/29/2023 at 13:04:08 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 1856595929"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.2846318444241322,2.1959476509024876E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42599125703839147,2.8508307076032999E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.6085881,1.1270743104204772,6.8250252602608349E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6659248,1.2053273996343681,6.745861454258345E-2]
[null,"1420",1094,0,1094,1.1153899,1.6991563999999999,1.2562175298903122,6.5843745706547663E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7191601999999999,1.2883730645338212,6.4376313295665719E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7306178999999999,1.3067298480804392,6.3336886581194907E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7363831999999999,1.3151481035648993,6.2723486779863294E-2]
[null,"1454",1094,0,1094,1.1833969,1.737195,1.3156976767824495,6.2324430518632422E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7317397999999999,1.3061285762340018,6.189610738110625E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7184261000000001,1.2858212797074968,6.141699036809848E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.6993611,1.2584353837294324,6.0887917378613807E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2272667890310771,6.0229115192406313E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.193953170658135,5.9355882803366053E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1604538550274235,5.8263893601412368E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1057758,1.8169163681901257,7.9840073366436018E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1175404000000002,1.833844728244973,8.2047083493723361E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1198926,1.8357133680073139,8.2044763936205758E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1138697,1.8257869732175487,8.0228440513546564E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1001484000000001,1.8083820850091405,7.7445737100709192E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.0851525999999998,1.7866913640767805,7.4435983715513951E-2]
[null,"1964",1094,0,1094,1.5788096,2.0674646000000001,1.7619209046617914,7.1479270697863487E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0469279,1.7348773331809886,6.8830710262567055E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0260672999999998,1.7063688199268727,6.6650874326415019E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0119349999999998,1.7661410027422304,5.9962256375059468E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.40261249999999998,0.28608447914893609,2.0915883284188936E-2]
[null,"1165",470,0,470,0.37279610000000002,0.58655199999999996,0.42768950148936169,2.7243840555581964E-2]
[null,"1403",470,0,470,1.0109387999999999,1.612036,1.1318060351063819,6.8352248060893822E-2]
[null,"1411.5",470,0,470,1.0868788,1.6911579000000001,1.2099104068085111,6.7772724764096487E-2]
[null,"1420",470,0,470,1.138768,1.7343687000000001,1.2605465042553194,6.629376068017262E-2]
[null,"1428.5",470,0,470,1.1733629999999999,1.7580813,1.2924528712765977,6.4897826948102616E-2]
[null,"1437",470,0,470,1.1944242,1.7694460999999999,1.3105951974468106,6.3880076423657631E-2]
[null,"1445.5",470,0,470,1.2052579999999999,1.7735467,1.3188644229787228,6.3282458368077915E-2]
[null,"1454",470,0,470,1.2078371999999999,1.7714623,1.3193032359574475,6.2876021138727464E-2]
[null,"1462.5",470,0,470,1.1997283999999999,1.7590516,1.3096213263829768,6.2406307815015195E-2]
[null,"1471",470,0,470,1.1811446000000001,1.7347106999999999,1.2891935153191483,6.1816985445369135E-2]
[null,"1479.5",470,0,470,1.1564056,1.7027142,1.2616772589361702,6.1141249500115305E-2]
[null,"1488",470,0,470,1.1278596000000001,1.6649065000000001,1.230386353617021,6.0310599304294527E-2]
[null,"1496.5",470,0,470,1.0966506,1.6225902999999999,1.1969481493617027,5.9247194477774941E-2]
[null,"1505",470,0,470,1.0654948,1.5784748,1.1633287151063825,5.7983648775378399E-2]
[null,"1913",470,0,470,1.6373757,2.1481306999999998,1.8190991465957438,7.9665200425681287E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.1559681999999998,1.8357789389361707,8.1652202915444241E-2]
[null,"1930",470,0,470,1.6550658,2.1557301999999998,1.8374880340425546,8.1550911631716155E-2]
[null,"1938.5",470,0,470,1.6482393,2.1497771999999999,1.8275369210638313,7.9890483265588133E-2]
[null,"1947",470,0,470,1.6351035,2.1389368000000002,1.8102187191489354,7.7291876539892945E-2]
[null,"1955.5",470,0,470,1.6188452,2.1263702000000002,1.7886711106382984,7.4578836259581976E-2]
[null,"1964",470,0,470,1.5993453,2.1109357000000002,1.7640421246808515,7.1908084695070693E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0952324999999998,1.737151965531915,6.9542998403270107E-2]
[null,"1981",470,0,470,1.5550659,2.0782440000000002,1.7088032736170211,6.7578455047638444E-2]
[null,"2491",470,0,470,1.6219298,2.0716627000000001,1.7680778461702111,6.001172831548289E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[]
[]
[null,"Correlation matrix:"]
[]
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[null,"1454",0.83425346897919916,0.87578300331205094,0.98493737510357193,0.99112454722528753,0.99539436430875472,0.99801192702806729,0.99935092314341278,0.99987352840708466,1,0.99980171464591261,0.99890207472584847,0.99703070733081633,0.99420729144371134,0.99050354476756208,0.98621035183771899,0.63455672745141045,0.60719405214013433,0.60469916165485282,0.62110029863365968,0.64983590095963462,0.68637703352905444,0.72789381748369453,0.77175286459158887,0.81499920101383994,0.76009524865540623,8.3674902102919307E-2,-8.3674902102889193E-2,-8.3674902102907359E-2]
[null,"1462.5",0.83828013979246163,0.88040718765241277,0.98410553264811218,0.99003856619849551,0.99428847625128569,0.99704516778631369,0.99862074204534423,0.99940133955624444,0.99980171464591261,1,0.99962358152593878,0.99830916932720426,0.99602785174398445,0.9928437077790716,0.98902475007082058,0.62539829960375826,0.59811706024095224,0.59581023352225271,0.61246028348672676,0.64151218453836101,0.67844144326812317,0.72042622657312216,0.76484770071358654,0.80874768768372651,0.75272267589672637,7.7531468168989218E-2,-7.7531468168965639E-2,-7.7531468168951706E-2]
[null,"1471",0.84616861991773107,0.88866624546514661,0.98362062416352758,0.98887702666932376,0.99279504226528703,0.99548284043602409,0.9971866987677116,0.99819482155069938,0.99890207472584847,0.99962358152593878,1,0.99952202612453045,0.99807236304655067,0.99569556577085438,0.99261962021826544,0.60903727559178666,0.58172665524573175,0.57960087442119002,0.59656512490559843,0.6260659604472234,0.66358481896013866,0.70631096523968517,0.75165006182283134,0.79663400421870456,0.73904546670499482,6.9586205615423766E-2,-6.9586205615457683E-2,-6.9586205615418978E-2]
[null,"1479.5",0.85586105977557481,0.89846424795676105,0.98297586057777042,0.98728664244430797,0.99065917708022955,0.99311942127733555,0.99484848017477157,0.99603050095746359,0.99703070733081633,0.99830916932720426,0.99952202612453045,1,0.99951144994780949,0.99807507125904349,0.99587006546583734,0.5889307302741098,0.56153129144676373,0.55955778143598311,0.57682883719912403,0.606797961139802,0.64495368352394811,0.68850004290212174,0.7348749960472104,0.78110030255011176,0.72181455678009987,6.1053350930698524E-2,-6.1053350930671123E-2,-6.1053350930672608E-2]
[null,"1488",0.86556020422863589,0.90811384997460487,0.98173381331331178,0.98501144032160537,0.98775983106274612,0.98992390191867152,0.99162261785753436,0.99293915437927716,0.99420729144371134,0.99602785174398445,0.99807236304655067,0.99951144994780949,1,0.99952397742754362,0.99821257960498888,0.56799070263335538,0.54050297315332618,0.53865935231236894,0.55619907103287469,0.58658918043194519,0.6253309866356217,0.66964571101502546,0.71700887886185005,0.76443483642610499,0.70359380337363109,5.2855057630022823E-2,-5.2855057629995129E-2,-5.2855057629982376E-2]
[null,"1496.5",0.87472642875895201,0.91714140033233105,0.97972530155584148,0.98195086436577705,0.98405917836552315,0.98590881724253832,0.98755609884787432,0.98898679425530744,0.99050354476756208,0.9928437077790716,0.99569556577085438,0.99807507125904349,0.99952397742754362,1,0.99957919245040949,0.54718875611673312,0.51964279722972173,0.51791553893203601,0.53567985690856412,0.56642708049774626,0.60567612488150935,0.65066711111725328,0.69891904788889125,0.74744259574575533,0.68524378604089542,4.5010804962509698E-2,-4.501080496247107E-2,-4.5010804962465907E-2]
[null,"1505",0.88285640536879151,0.92509034737451401,0.97706662432789937,0.97829747910857845,0.97980361145131678,0.98135436493175976,0.98294484977594765,0.98447173050157744,0.98621035183771899,0.98902475007082058,0.99261962021826544,0.99587006546583734,0.99821257960498888,0.99957919245040949,1,0.5278188313214115,0.50025133098006158,0.49862534315631002,0.5165628850847126,0.54758766199100328,0.58724162688911619,0.63278260940985109,0.68177562007829262,0.73123155512512528,0.66796365648997236,3.8032978702123424E-2,-3.803297870216276E-2,-3.803297870212969E-2]
[null,"1913",0.2383909270596857,0.28809460020011513,0.558120334053266,0.58737257568237278,0.6105322511289325,0.62647045714853655,0.63474955371323194,0.63699839973826333,0.63455672745141045,0.62539829960375826,0.60903727559178666,0.5889307302741098,0.56799070263335538,0.54718875611673312,0.5278188313214115,1,0.99911025899456785,0.99863229556749411,0.99895716391935552,0.9985566785782497,0.99577125596090199,0.98900373393180785,0.97698541019818608,0.95907623857737168,0.96976060272412479,0.20597074170999546,-0.20597074170992491,-0.20597074170995691]
[null,"1921.5",0.20882032811761941,0.2589988425012662,0.52789362669846429,0.55759390900191907,0.58139390389708567,0.59799109347559309,0.60681241568820121,0.60942809156900091,0.60719405214013433,0.59811706024095224,0.58172665524573175,0.56153129144676373,0.54050297315332618,0.51964279722972173,0.50025133098006158,0.99911025899456785,1,0.99988880862518092,0.99951323007522186,0.99771934976609566,0.99305392761307443,0.984034942882418,0.96952728546978229,0.94903225428448057,0.9615161976655674,0.20311415948874656,-0.20311415948873129,-0.203114159488719]
[null,"1930",0.20505367106765762,0.25591542413949753,0.52368338039793338,0.55360829380270715,0.57773535146731247,0.59469417002458558,0.60385281767861654,0.60673316750680673,0.60469916165485282,0.59581023352225271,0.57960087442119002,0.55955778143598311,0.53865935231236894,0.51791553893203601,0.49862534315631002,0.99863229556749411,0.99988880862518092,1,0.99967680174883322,0.99784655614210538,0.99308099600305488,0.9839167372476737,0.96923392240606365,0.94855528556286339,0.96070768119389183,0.19950352732887836,-0.19950352732892149,-0.19950352732885024]
[null,"1938.5",0.22070719233516797,0.27239247835547481,0.53922691961320401,0.56923272499545086,0.59346356439926706,0.61056065171406892,0.61989378782505067,0.62295233039487707,0.62110029863365968,0.61246028348672676,0.59656512490559843,0.57682883719912403,0.55619907103287469,0.53567985690856412,0.5165628850847126,0.99895716391935552,0.99951323007522186,0.99967680174883322,1,0.99915449303767745,0.99562715404904945,0.98790212616400952,0.97478582341706199,0.95572201292031478,0.96603581258144344,0.19549643054318042,-0.19549643054314922,-0.19549643054315174]
[null,"1947",0.24996553401559135,0.3025073236261796,0.56788549360735951,0.59777489550723328,0.62189481001406732,0.63894502597241842,0.64832996109709051,0.65150788713112884,0.64983590095963462,0.64151218453836101,0.6260659604472234,0.606797961139802,0.58658918043194519,0.56642708049774626,0.54758766199100328,0.9985566785782497,0.99771934976609566,0.99784655614210538,0.99915449303767745,1,0.99860349642299528,0.99338147798767029,0.98301977288336728,0.9668143691862463,0.97415130576193976,0.19099661158092598,-0.19099661158095016,-0.19099661158092887]
[null,"1955.5",0.28904364213323336,0.34237987801144359,0.60518580319420601,0.63472649885440957,0.6585059099931877,0.67531857139953744,0.68463153643811792,0.68787015724287837,0.68637703352905444,0.67844144326812317,0.66358481896013866,0.64495368352394811,0.6253309866356217,0.60567612488150935,0.58724162688911619,0.99577125596090199,0.99305392761307443,0.99308099600305488,0.99562715404904945,0.99860349642299528,1,0.99804493988836251,0.99129291920739282,0.9788632931355582,0.98242784715885145,0.18644790213943452,-0.1864479021393701,-0.18644790213938667]
[null,"1964",0.33548768438051796,0.38948382279160898,0.648310890014274,0.67723618578900502,0.70043247486855709,0.71682005928157699,0.72594766313297643,0.72920010953171455,0.72789381748369453,0.72042622657312216,0.70631096523968517,0.68850004290212174,0.66964571101502546,0.65066711111725328,0.63278260940985109,0.98900373393180785,0.984034942882418,0.9839167372476737,0.98790212616400952,0.99338147798767029,0.99804493988836251,1,0.99756700253808628,0.98968008109230687,0.98866647797359619,0.18079770917165189,-0.18079770917163437,-0.18079770917160357]
[null,"1972.5",0.38771207879000086,0.44211850539864977,0.69472006849933265,0.72269451912948202,0.74503463430489292,0.76080060909207881,0.76963106876732745,0.77285633512657459,0.77175286459158887,0.76484770071358654,0.75165006182283134,0.7348749960472104,0.71700887886185005,0.69891904788889125,0.68177562007829262,0.97698541019818608,0.96952728546978229,0.96923392240606365,0.97478582341706199,0.98301977288336728,0.99129291920739282,0.99756700253808628,1,0.99724627319078896,0.99096958173195726,0.1739115316858906,-0.17391153168592993,-0.17391153168589499]
[null,"1981",0.44272077984659902,0.49731777669474242,0.74139292309851879,0.76808261240028841,0.78930893192365692,0.80427651535798517,0.81271404728928098,0.81588092681336,0.81499920101383994,0.80874768768372651,0.79663400421870456,0.78110030255011176,0.76443483642610499,0.74744259574575533,0.73123155512512528,0.95907623857737168,0.94903225428448057,0.94855528556286339,0.95572201292031478,0.9668143691862463,0.9788632931355582,0.98968008109230687,0.99724627319078896,1,0.98798004921406302,0.16524970234884109,-0.16524970234882541,-0.16524970234881214]
[null,"2491",0.38231233716012525,0.43372100003028119,0.68480557377078977,0.71322301598133964,0.7355381629982084,0.75088977096799137,0.75909652860600196,0.7617000708086662,0.76009524865540623,0.75272267589672637,0.73904546670499482,0.72181455678009987,0.70359380337363109,0.68524378604089542,0.66796365648997236,0.96976060272412479,0.9615161976655674,0.96070768119389183,0.96603581258144344,0.97415130576193976,0.98242784715885145,0.98866647797359619,0.99096958173195726,0.98798004921406302,1,0.18866365211785238,-0.18866365211782454,-0.18866365211783268]
[null,"Class-HIGH",2.5981049587348065E-2,1.8043123216777757E-2,0.10034403745031638,0.10473831865928707,0.10417330097869455,0.10022375520895786,9.453004092310878E-2,8.8758464726423736E-2,8.3674902102919307E-2,7.7531468168989218E-2,6.9586205615423766E-2,6.1053350930698524E-2,5.2855057630022823E-2,4.5010804962509698E-2,3.8032978702123424E-2,0.20597074170999546,0.20311415948874656,0.19950352732887836,0.19549643054318042,0.19099661158092598,0.18644790213943452,0.18079770917165189,0.1739115316858906,0.16524970234884109,0.18866365211785238,1,-1.0000000000000007,-1]
[null,"Class-LOW",-2.5981049587348364E-2,-1.8043123216821614E-2,-0.10034403745037439,-0.10473831865926234,-0.10417330097872936,-0.10022375520900964,-9.4530040923135064E-2,-8.8758464726440334E-2,-8.3674902102889193E-2,-7.7531468168965639E-2,-6.9586205615457683E-2,-6.1053350930671123E-2,-5.2855057629995129E-2,-4.501080496247107E-2,-3.803297870216276E-2,-0.20597074170992491,-0.20311415948873129,-0.19950352732892149,-0.19549643054314922,-0.19099661158095016,-0.1864479021393701,-0.18079770917163437,-0.17391153168592993,-0.16524970234882541,-0.18866365211782454,-1.0000000000000007,1,1]
[null,"Class",-2.5981049587344228E-2,-1.8043123216773874E-2,-0.10034403745033249,-0.10473831865927001,-0.1041733009787055,-0.10022375520893941,-9.4530040923108641E-2,-8.8758464726400518E-2,-8.3674902102907359E-2,-7.7531468168951706E-2,-6.9586205615418978E-2,-6.1053350930672608E-2,-5.2855057629982376E-2,-4.5010804962465907E-2,-3.803297870212969E-2,-0.20597074170995691,-0.203114159488719,-0.19950352732885024,-0.19549643054315174,-0.19099661158092887,-0.18644790213938667,-0.18079770917160357,-0.17391153168589499,-0.16524970234881214,-0.18866365211783268,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1511.5967225883471,1.0893902589939041E-2]
[null,"R²(McFadden)",0,0.99999279311576483]
[null,"R²(Cox and Snell)",0,0.74885015116603348]
[null,"R²(Nagelkerke)",0,0.98860459018993896]
[null,"AIC",1513.5967225883471,54.010893902589942]
[null,"SBC",1518.594318571329,188.94598544310196]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.534:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1511.5858286857572,0]
[null,"Score",26,1094.0000042915344,0]
[null,"Wald",26,0.80833730319108943,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,7.9401168446691822E-23,0.99999999999289024,0,1]
[null,"1165",1,3.7458233191742678E-23,0.99999999999511668,0,1]
[null,"1403",1,2.2313031728085006E-24,0.99999999999880818,0,1]
[null,"1411.5",1,4.9544412645402443E-24,0.99999999999822398,0,1]
[null,"1420",1,1.2206341131387477E-23,0.99999999999721234,0,1]
[null,"1428.5",1,1.1334363505289762E-23,0.99999999999731382,0,1]
[null,"1437",1,1.8023443439433055E-24,0.99999999999892886,0,1]
[null,"1445.5",1,5.4173775913322882E-26,0.99999999999981426,1.5898393712632242E-13,0.99999968186116572]
[null,"1454",1,2.52494675162408E-25,0.9999999999995991,0,1]
[null,"1462.5",1,8.1195746614868455E-26,0.99999999999977263,1.1999082283331575E-14,0.99999991259946774]
[null,"1471",1,1.1067644701243005E-26,0.99999999999991607,0,1]
[null,"1479.5",1,3.4306757066003995E-27,0.99999999999995326,1.5987731971645047E-13,0.99999968096855507]
[null,"1488",1,2.1933219250259455E-26,0.99999999999988187,0,1]
[null,"1496.5",1,2.3088919024268378E-26,0.99999999999987876,0,1]
[null,"1505",1,7.3252749145795729E-27,0.99999999999993172,0,1]
[null,"1913",1,6.3611116858505818E-28,0.9999999999999799,8.6161980328292032E-14,0.99999976579406435]
[null,"1921.5",1,2.0647088737838893E-28,0.99999999999998856,0,1]
[null,"1930",1,2.6625913681501677E-27,0.99999999999995881,0,1]
[null,"1938.5",1,6.7662843049213118E-28,0.99999999999997924,0,1]
[null,"1947",1,7.6684552823132218E-30,0.99999999999999778,0,1]
[null,"1955.5",1,3.2354243900324756E-29,0.99999999999999545,0,1]
[null,"1964",1,6.1743296485442729E-31,0.99999999999999933,0,1]
[null,"1972.5",1,4.4838025190248968E-28,0.99999999999998312,0,1]
[null,"1981",1,1.0729020978798656E-28,0.99999999999999178,0,1]
[null,"2491",1,3.8612320809993096E-28,0.99999999999998435,0,1]
[null,"Class",1,0.64680828352929098,0.42125611809313201,1266.3043824723409,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.5673697891284756E-3,1,0.95958910453402613]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.209979850283428,778.46469582607835,2.4600959792594421E-4,0.98748593862597411,-1513.552787204758,1537.9727469053248]
[null,"961",9.3819075956783306E-8,10528.771594997359,7.9401168446691786E-23,0.99999999999289024,-20636.01312754934,20636.01312773698]
[null,"1165",-7.6611910374554306E-8,12517.645479260926,3.745823319174269E-23,0.99999999999511668,-24534.134310668644,24534.134310515419]
[null,"1403",1.1266363619558929E-7,75423.116293917323,2.2313031728085006E-24,0.99999999999880818,-147826.59153774136,147826.59153796668]
[null,"1411.5",-4.8895405398282364E-7,219669.97934263782,4.954441264540245E-24,0.99999999999822398,-430545.24799671664,430545.24799573875]
[null,"1420",9.099696207290819E-7,260455.86544177306,1.2206341131387475E-23,0.99999999999721234,-510484.11582717561,510484.11582899553]
[null,"1428.5",-8.4484430207525795E-7,250944.74810013248,1.1334363505289762E-23,0.99999999999731382,-491842.66838658054,491842.66838489089]
[null,"1437",3.3116435544439925E-7,246674.75286284293,1.8023443439433051E-24,0.99999999999892886,-483473.63150615949,483473.63150682178]
[null,"1445.5",5.3049105420827777E-8,227920.56415177789,5.4173775913322882E-26,0.99999999999981426,-446716.09707348247,446716.09707358852]
[null,"1454",-1.1411570450090805E-7,227101.13455070314,2.5249467516240796E-25,0.9999999999995991,-445110.04456767702,445110.04456744884]
[null,"1462.5",6.8443458816813703E-8,240195.74451816213,8.1195746614868455E-26,0.99999999999977263,-470775.00849531335,470775.00849545025]
[null,"1471",-2.6575982984919499E-8,252616.51103616867,1.1067644701243004E-26,0.99999999999991607,-495119.26353108219,495119.26353102899]
[null,"1479.5",1.4668378520998944E-8,250433.4145167298,3.4306757066003995E-27,0.99999999999995326,-490840.47297816596,490840.47297819529]
[null,"1488",-4.2271110138512648E-8,285425.2982838992,2.1933219250259455E-26,0.99999999999988187,-559423.3049130867,559423.30491300218]
[null,"1496.5",4.3683568983389771E-8,287485.74368524452,2.3088919024268375E-26,0.99999999999987876,-563461.70369174879,563461.7036918361]
[null,"1505",-1.3628390126172582E-8,159232.82241217745,7.3252749145795744E-27,0.99999999999993172,-312090.59708454367,312090.59708451643]
[null,"1913",6.8125846290266905E-10,27011.294619948665,6.3611116858505818E-28,0.9999999999999799,-52941.164630899213,52941.164630900581]
[null,"1921.5",6.2676422643245474E-10,43618.907948621883,2.0647088737838893E-28,0.99999999999998856,-85491.488624266131,85491.488624267382]
[null,"1930",-2.2383852720331032E-9,43379.304006163569,2.6625913681501674E-27,0.99999999999995881,-85021.8735264969,85021.873526492418]
[null,"1938.5",1.1471805653928187E-9,44101.834985751535,6.7662843049213092E-28,0.99999999999997924,-86438.00822420037,86438.008224202669]
[null,"1947",1.2641504507669411E-10,45650.424374500559,7.6684552823132204E-30,0.99999999999999778,-89473.187652990367,89473.187652990629]
[null,"1955.5",2.7974497971990756E-10,49180.922869564238,3.2354243900324761E-29,0.99999999999999545,-96392.837550787895,96392.837550788448]
[null,"1964",-4.2023230700100904E-11,53480.385736766621,6.1743296485442747E-31,0.99999999999999933,-104819.62992337219,104819.62992337211]
[null,"1972.5",-1.2502455333160219E-9,59043.497212797629,4.4838025190248977E-28,0.99999999999998312,-115723.12805837565,115723.12805837314]
[null,"1981",4.1610639674717197E-10,40172.082410891999,1.0729020978798656E-28,0.99999999999999178,-78735.834709322866,78735.83470932371]
[null,"2491",4.2694372228875486E-11,2172.7395969915679,3.8612320809993096E-28,0.99999999999998435,-4258.4913578875012,4258.4913578875867]
[null,"Class-HIGH",-24.420630948520348,30.36470693596085,0.64680828352929087,0.42125611809313201,-83.934362944117169,35.09310104707648,2.47887561027505E-11,3.5299563190523875E-37,1740764965858307.3]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",1.1353383517932054E-9,127.41244855766605,7.9401168446691822E-23,0.99999999999289024,-249.72381035395242,249.72381035622308]
[null,"1165",-1.2035936691525611E-9,196.65556932174695,3.7458233191742678E-23,0.99999999999511668,-385.43783323104748,385.43783322864027]
[null,"1403",4.2374072140439801E-9,2836.7489980057589,2.2313031728085017E-24,0.99999999999880818,-5559.9258692671347,5559.9258692756093]
[null,"1411.5",-1.8176808985293794E-8,8166.205437484371,4.954441264540245E-24,0.99999999999822398,-16005.468547842696,16005.468547806342]
[null,"1420",3.3018215467301589E-8,9450.6318551477434,1.2206341131387478E-23,0.99999999999721234,-18522.89806720351,18522.898067269547]
[null,"1428.5",-2.9971946996466197E-8,8902.5903005128403,1.1334363505289762E-23,0.99999999999731382,-17448.756358150753,17448.756358090806]
[null,"1437",1.1558792608997342E-8,8609.8103957809144,1.8023443439433051E-24,0.99999999999892886,-16874.918289437581,16874.918289460697]
[null,"1445.5",1.833666842949288E-9,7878.1796223716574,5.4173775913322882E-26,0.99999999999981426,-15440.948323583974,15440.948323587641]
[null,"1454",-3.9193667979631708E-9,7799.9136966350652,2.5249467516240805E-25,0.9999999999995991,-15287.549927929322,15287.549927921482]
[null,"1462.5",2.3345730113918006E-9,8192.959740741615,8.1195746614868421E-26,0.99999999999977263,-16057.906018637847,16057.906018642514]
[null,"1471",-8.9947695806163736E-10,8549.9276181766909,1.1067644701243004E-26,0.99999999999991607,-16757.550202051534,16757.550202049737]
[null,"1479.5",4.9218163288028019E-10,8403.023327232353,3.4306757066003995E-27,0.99999999999995326,-16469.62308262485,16469.623082625832]
[null,"1488",-1.4030149907378693E-9,9473.514438488528,2.1933219250259464E-26,0.99999999999988187,-18567.747106459108,18567.7471064563]
[null,"1496.5",1.4288744041621559E-9,9403.5590560277542,2.3088919024268375E-26,0.99999999999987876,-18430.637076308434,18430.637076311294]
[null,"1505",-4.3757876244885963E-10,5112.6289112129944,7.3252749145795744E-27,0.99999999999993172,-10020.568532296134,10020.568532295258]
[null,"1913",2.9974021350721861E-11,1188.4433966505487,6.3611116858505818E-28,0.9999999999999799,-2329.306255099495,2329.3062550995551]
[null,"1921.5",2.8338673854557776E-11,1972.1961690185674,2.0647088737838902E-28,0.99999999999998856,-3865.4334617242321,3865.4334617242885]
[null,"1930",-1.0120404802289273E-10,1961.3072068920023,2.6625913681501681E-27,0.99999999999995881,-3844.0914881272738,3844.091488127071]
[null,"1938.5",5.0719189635090583E-11,1949.8319613982248,6.7662843049213127E-28,0.99999999999997924,-3821.600420245562,3821.6004202456638]
[null,"1947",5.3952112734729344E-12,1948.2940822012631,7.6684552823132204E-30,0.99999999999999778,-3818.586232406989,3818.5862324069999]
[null,"1955.5",1.1475124557175753E-11,2017.3989049961197,3.235424390032475E-29,0.99999999999999545,-3954.0291962429242,3954.0291962429469]
[null,"1964",-1.6553190947433437E-12,2106.6229851789285,6.1743296485442729E-31,0.99999999999999933,-4128.905179954957,4128.9051799549534]
[null,"1972.5",-4.7423077874298069E-11,2239.5795799141215,4.4838025190248959E-28,0.99999999999998312,-4389.495317143068,4389.4953171429734]
[null,"1981",1.528348579682562E-11,1475.5107245535248,1.0729020978798656E-28,0.99999999999999178,-2891.9478789274926,2891.9478789275236]
[null,"2491",1.4107848060689041E-12,71.795598598984554,3.8612320809993096E-28,0.99999999999998435,-140.71678750250263,140.71678750250547]
[null,"Class-HIGH",-6.7164815294597933,8.3512991008611817,0.64680828352929087,0.42125611809313201,-23.084726991269441,9.6517639323498567]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
[null,"Obs1","HIGH","HIGH",0.99999502286472808,4.9771352719787134E-6]
[null,"Obs2","LOW","LOW",4.9804773063919497E-6,0.99999501952269365]
[null,"Obs3","LOW","LOW",4.9804773109055173E-6,0.99999501952268899]
[null,"Obs4","HIGH","HIGH",0.99999502286472897,4.9771352709890554E-6]
[null,"Obs6","LOW","LOW",4.980477303399838E-6,0.99999501952269654]
[null,"Obs7","LOW","LOW",4.980477304364761E-6,0.99999501952269565]
[null,"Obs8","HIGH","HIGH",0.99999502286472741,4.9771352724429874E-6]
[null,"Obs9","HIGH","HIGH",0.99999502286472763,4.9771352724348E-6]
[null,"Obs11","HIGH","HIGH",0.99999502286472852,4.9771352714218553E-6]
[null,"Obs12","HIGH","HIGH",0.99999502286472941,4.9771352704933869E-6]
[null,"Obs14","HIGH","HIGH",0.99999502286472786,4.9771352721877967E-6]
[null,"Obs15","LOW","LOW",4.9804773037417598E-6,0.99999501952269632]
[null,"Obs16","LOW","LOW",4.9804773054440487E-6,0.99999501952269454]
[null,"Obs17","LOW","LOW",4.9804773039179935E-6,0.99999501952269609]
[null,"Obs18","LOW","LOW",4.9804773041222097E-6,0.99999501952269587]
[null,"Obs20","LOW","LOW",4.980477304449206E-6,0.99999501952269565]
[null,"Obs24","HIGH","HIGH",0.9999950228647243,4.9771352757447049E-6]
[null,"Obs25","HIGH","HIGH",0.99999502286472497,4.9771352750549821E-6]
[null,"Obs26","HIGH","HIGH",0.9999950228647263,4.9771352736662631E-6]
[null,"Obs28","LOW","LOW",4.9804773051822207E-6,0.99999501952269476]
[null,"Obs29","LOW","LOW",4.9804773034922544E-6,0.99999501952269654]
[null,"Obs32","HIGH","HIGH",0.99999502286472808,4.9771352718676598E-6]
[null,"Obs33","HIGH","HIGH",0.99999502286472852,4.9771352714173551E-6]
[null,"Obs34","HIGH","HIGH",0.99999502286472697,4.9771352729158732E-6]
[null,"Obs35","HIGH","HIGH",0.99999502286472608,4.9771352739917931E-6]
[null,"Obs36","LOW","LOW",4.9804773033562667E-6,0.99999501952269654]
[null,"Obs37","LOW","LOW",4.9804773043719269E-6,0.99999501952269565]
[null,"Obs38","LOW","LOW",4.9804773039113926E-6,0.99999501952269609]
[null,"Obs39","HIGH","HIGH",0.99999502286472719,4.9771352727169475E-6]
[null,"Obs42","HIGH","HIGH",0.99999502286472741,4.9771352724717035E-6]
[null,"Obs43","HIGH","HIGH",0.99999502286472808,4.9771352718348508E-6]
[null,"Obs44","HIGH","HIGH",0.99999502286472786,4.9771352721323805E-6]
[null,"Obs46","LOW","LOW",4.9804773045967303E-6,0.99999501952269543]
[null,"Obs47","LOW","LOW",4.9804773053735027E-6,0.99999501952269454]
[null,"Obs48","LOW","LOW",4.9804773043597356E-6,0.99999501952269565]
[null,"Obs50","LOW","LOW",4.9804773044886633E-6,0.99999501952269543]
[null,"Obs51","LOW","LOW",4.9804773035147796E-6,0.99999501952269654]
[null,"Obs52","HIGH","HIGH",0.99999502286472897,4.9771352710212901E-6]
[null,"Obs53","LOW","LOW",4.9804773038434825E-6,0.99999501952269609]
[null,"Obs54","LOW","LOW",4.9804773036096201E-6,0.99999501952269632]
[null,"Obs55","LOW","LOW",4.9804773046575981E-6,0.99999501952269543]
[null,"Obs56","LOW","LOW",4.9804773050750735E-6,0.99999501952269498]
[null,"Obs58","LOW","LOW",4.9804773043715195E-6,0.99999501952269565]
[null,"Obs59","HIGH","HIGH",0.99999502286472852,4.9771352714583599E-6]
[null,"Obs60","HIGH","HIGH",0.99999502286473008,4.97713526978203E-6]
[null,"Obs61","HIGH","HIGH",0.99999502286472852,4.9771352713817788E-6]
[null,"Obs63","HIGH","HIGH",0.99999502286472897,4.977135270916452E-6]
[null,"Obs64","HIGH","HIGH",0.99999502286472697,4.9771352728960332E-6]
[null,"Obs65","HIGH","HIGH",0.99999502286472786,4.9771352721609814E-6]
[null,"Obs66","HIGH","HIGH",0.99999502286472808,4.9771352719526062E-6]
[null,"Obs67","HIGH","HIGH",0.99999502286472852,4.9771352714707385E-6]
[null,"Obs69","HIGH","HIGH",0.99999502286473296,4.9771352669147032E-6]
[null,"Obs70","HIGH","HIGH",0.99999502286472897,4.9771352710474515E-6]
[null,"Obs72","LOW","LOW",4.9804773051304475E-6,0.99999501952269476]
[null,"Obs73","HIGH","HIGH",0.99999502286472786,4.9771352720814204E-6]
[null,"Obs74","HIGH","HIGH",0.99999502286472852,4.9771352715335798E-6]
[null,"Obs75","HIGH","HIGH",0.99999502286472586,4.9771352740802403E-6]
[null,"Obs76","HIGH","HIGH",0.99999502286472519,4.9771352746708094E-6]
[null,"Obs77","LOW","LOW",4.9804773034929447E-6,0.99999501952269654]
[null,"Obs78","HIGH","HIGH",0.99999502286472608,4.9771352737788812E-6]
[null,"Obs80","HIGH","HIGH",0.99999502286472808,4.9771352719235013E-6]
[null,"Obs81","HIGH","HIGH",0.99999502286472741,4.9771352725362881E-6]
[null,"Obs82","HIGH","HIGH",0.9999950228647243,4.9771352755811979E-6]
[null,"Obs84","HIGH","HIGH",0.99999502286472719,4.9771352728016805E-6]
[null,"Obs85","LOW","LOW",4.9804773043811189E-6,0.99999501952269565]
[null,"Obs86","HIGH","HIGH",0.99999502286472675,4.9771352731081582E-6]
[null,"Obs87","LOW","LOW",4.9804773042813774E-6,0.99999501952269565]
[null,"Obs88","LOW","LOW",4.9804773043783415E-6,0.99999501952269565]
[null,"Obs91","HIGH","HIGH",0.99999502286472763,4.9771352724140858E-6]
[null,"Obs93","HIGH","HIGH",0.99999502286472897,4.9771352710327047E-6]
[null,"Obs95","LOW","LOW",4.9804773027784208E-6,0.9999950195226972]
[null,"Obs96","LOW","LOW",4.9804773016728302E-6,0.99999501952269831]
[null,"Obs98","LOW","LOW",4.9804773057729296E-6,0.99999501952269432]
[null,"Obs101","HIGH","HIGH",0.99999502286472608,4.9771352738591943E-6]
[null,"Obs103","HIGH","HIGH",0.99999502286472319,4.9771352766755696E-6]
[null,"Obs104","LOW","LOW",4.9804772972687188E-6,0.99999501952270275]
[null,"Obs105","LOW","LOW",4.9804773025757698E-6,0.99999501952269743]
[null,"Obs106","LOW","LOW",4.9804773029196025E-6,0.99999501952269698]
[null,"Obs107","HIGH","HIGH",0.99999502286472475,4.9771352752270577E-6]
[null,"Obs109","LOW","LOW",4.980477299829855E-6,0.99999501952270009]
[null,"Obs110","LOW","LOW",4.9804773043381049E-6,0.99999501952269565]
[null,"Obs114","LOW","LOW",4.9804773037738039E-6,0.99999501952269632]
[null,"Obs115","LOW","LOW",4.9804773052833064E-6,0.99999501952269476]
[null,"Obs117","LOW","LOW",4.9804773031106542E-6,0.99999501952269698]
[null,"Obs118","LOW","LOW",4.9804773052926051E-6,0.99999501952269476]
[null,"Obs119","LOW","LOW",4.9804773038194099E-6,0.99999501952269609]
[null,"Obs122","LOW","LOW",4.9804773037872599E-6,0.99999501952269609]
[null,"Obs123","LOW","LOW",4.9804773046115407E-6,0.99999501952269543]
[null,"Obs125","LOW","LOW",4.9804773033978653E-6,0.99999501952269654]
[null,"Obs126","LOW","LOW",4.9804773035931733E-6,0.99999501952269632]
[null,"Obs127","LOW","LOW",4.980477304501351E-6,0.99999501952269543]
[null,"Obs130","LOW","LOW",4.9804773030250505E-6,0.99999501952269698]
[null,"Obs132","HIGH","HIGH",0.99999502286472763,4.9771352723565918E-6]
[null,"Obs133","LOW","LOW",4.9804773051787792E-6,0.99999501952269476]
[null,"Obs134","LOW","LOW",4.9804773051413208E-6,0.99999501952269476]
[null,"Obs137","LOW","LOW",4.9804773043321147E-6,0.99999501952269565]
[null,"Obs138","LOW","LOW",4.9804773043965222E-6,0.99999501952269565]
[null,"Obs139","HIGH","HIGH",0.99999502286472697,4.9771352729109664E-6]
[null,"Obs140","HIGH","HIGH",0.99999502286472675,4.9771352731647417E-6]
[null,"Obs141","HIGH","HIGH",0.99999502286472652,4.9771352735251762E-6]
[null,"Obs142","LOW","LOW",4.9804773040858746E-6,0.99999501952269587]
[null,"Obs143","LOW","LOW",4.9804773033459422E-6,0.99999501952269654]
[null,"Obs145","HIGH","HIGH",0.9999950228647263,4.9771352737248176E-6]
[null,"Obs146","LOW","LOW",4.9804773030383921E-6,0.99999501952269698]
[null,"Obs150","LOW","LOW",4.9804773044392525E-6,0.99999501952269565]
[null,"Obs151","LOW","LOW",4.9804773027291421E-6,0.9999950195226972]
[null,"Obs153","LOW","LOW",4.9804773035007036E-6,0.99999501952269654]
[null,"Obs154","HIGH","HIGH",0.99999502286472675,4.9771352731308002E-6]
[null,"Obs155","LOW","LOW",4.980477303310554E-6,0.99999501952269676]
[null,"Obs158","LOW","LOW",4.9804773046605094E-6,0.99999501952269543]
[null,"Obs161","LOW","LOW",4.9804773032480938E-6,0.99999501952269676]
[null,"Obs162","HIGH","HIGH",0.99999502286472386,4.9771352762091737E-6]
[null,"Obs163","HIGH","HIGH",0.99999502286472541,4.9771352745838039E-6]
[null,"Obs165","LOW","LOW",4.9804773047899326E-6,0.99999501952269521]
[null,"Obs166","HIGH","HIGH",0.99999502286472808,4.9771352719063395E-6]
[null,"Obs167","LOW","LOW",4.9804773038306017E-6,0.99999501952269609]
[null,"Obs169","LOW","LOW",4.9804773061149132E-6,0.99999501952269387]
[null,"Obs172","HIGH","HIGH",0.99999502286472719,4.9771352726901677E-6]
[null,"Obs173","HIGH","HIGH",0.9999950228647263,4.9771352736113593E-6]
[null,"Obs174","LOW","LOW",4.9804773039399952E-6,0.99999501952269609]
[null,"Obs175","LOW","LOW",4.9804773042167496E-6,0.99999501952269587]
[null,"Obs176","HIGH","HIGH",0.9999950228647263,4.9771352737244992E-6]
[null,"Obs177","HIGH","HIGH",0.99999502286472786,4.9771352720372773E-6]
[null,"Obs178","LOW","LOW",4.9804773042361247E-6,0.99999501952269565]
[null,"Obs180","HIGH","HIGH",0.99999502286472675,4.977135273128077E-6]
[null,"Obs184","HIGH","HIGH",0.99999502286472808,4.9771352718933783E-6]
[null,"Obs188","HIGH","HIGH",0.99999502286472697,4.9771352730866478E-6]
[null,"Obs189","HIGH","HIGH",0.99999502286472564,4.9771352744117648E-6]
[null,"Obs190","HIGH","HIGH",0.99999502286472741,4.9771352725380474E-6]
[null,"Obs191","LOW","LOW",4.9804773035040748E-6,0.99999501952269654]
[null,"Obs192","LOW","LOW",4.9804773036054705E-6,0.99999501952269632]
[null,"Obs193","HIGH","HIGH",0.99999502286472719,4.9771352726628043E-6]
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[null,"Obs1240","LOW","LOW",4.9804773052551375E-6,0.99999501952269476]
[null,"Obs1243","LOW","LOW",4.9804773052376564E-6,0.99999501952269476]
[null,"Obs1245","LOW","LOW",4.9804773057191659E-6,0.99999501952269432]
[null,"Obs1249","HIGH","HIGH",0.9999950228647283,4.9771352717465273E-6]
[null,"Obs1251","LOW","LOW",4.9804773065722619E-6,0.99999501952269343]
[null,"Obs1252","LOW","LOW",4.9804773049905219E-6,0.99999501952269498]
[null,"Obs1253","HIGH","HIGH",0.9999950228647283,4.9771352716085177E-6]
[null,"Obs1257","LOW","LOW",4.9804773040125859E-6,0.99999501952269587]
[null,"Obs1261","LOW","LOW",4.9804773050186205E-6,0.99999501952269498]
[null,"Obs1262","LOW","LOW",4.9804773044938751E-6,0.99999501952269543]
[null,"Obs1267","LOW","LOW",4.9804773043429084E-6,0.99999501952269565]
[null,"Obs1275","HIGH","HIGH",0.99999502286472941,4.9771352705951571E-6]
[null,"Obs1276","HIGH","HIGH",0.99999502286472808,4.9771352719723742E-6]
[null,"Obs1289","HIGH","HIGH",0.99999502286472786,4.9771352720049715E-6]
[null,"Obs1294","HIGH","HIGH",0.99999502286472852,4.9771352713423376E-6]
[null,"Obs1295","HIGH","HIGH",0.99999502286472719,4.9771352728525177E-6]
[null,"Obs1300","LOW","LOW",4.9804773081074388E-6,0.99999501952269187]
[null,"Obs1301","LOW","LOW",4.9804773054260188E-6,0.99999501952269454]
[null,"Obs1303","LOW","LOW",4.9804773060973957E-6,0.99999501952269387]
[null,"Obs1309","LOW","LOW",4.9804773043660434E-6,0.99999501952269565]
[null,"Obs1310","LOW","LOW",4.9804773048497128E-6,0.99999501952269521]
[null,"Obs1313","LOW","LOW",4.9804773041540506E-6,0.99999501952269587]
[null,"Obs1322","LOW","LOW",4.980477305307468E-6,0.99999501952269476]
[null,"Obs1330","LOW","LOW",4.9804773056135493E-6,0.99999501952269432]
[null,"Obs1334","LOW","LOW",4.9804773051607306E-6,0.99999501952269476]
[null,"Obs1337","LOW","LOW",4.98047730504456E-6,0.99999501952269498]
[null,"Obs1343","LOW","LOW",4.9804773046680649E-6,0.99999501952269543]
[null,"Obs1348","LOW","LOW",4.9804773044951931E-6,0.99999501952269543]
[null,"Obs1349","LOW","LOW",4.9804773053255691E-6,0.99999501952269476]
[null,"Obs1358","LOW","LOW",4.980477305158873E-6,0.99999501952269476]
[null,"Obs1359","LOW","LOW",4.980477304727508E-6,0.99999501952269521]
[null,"Obs1361","HIGH","HIGH",0.99999502286472786,4.9771352721494007E-6]
[null,"Obs1363","LOW","LOW",4.9804773045630938E-6,0.99999501952269543]
[null,"Obs1367","HIGH","HIGH",0.99999502286472763,4.977135272237299E-6]
[null,"Obs1368","LOW","LOW",4.9804773057278191E-6,0.99999501952269432]
[null,"Obs1369","LOW","LOW",4.9804773046820519E-6,0.99999501952269521]
[null,"Obs1370","LOW","LOW",4.9804773044763847E-6,0.99999501952269543]
[null,"Obs1371","HIGH","HIGH",0.99999502286472719,4.9771352726669421E-6]
[null,"Obs1375","LOW","LOW",4.9804773049940167E-6,0.99999501952269498]
[null,"Obs1381","HIGH","HIGH",0.99999502286472852,4.9771352715048908E-6]
[null,"Obs1388","HIGH","HIGH",0.99999502286472786,4.9771352720797492E-6]
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[null,"Obs1406","LOW","LOW",4.9804773061876716E-6,0.99999501952269387]
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[null,"Obs1421","LOW","LOW",4.9804773047024883E-6,0.99999501952269521]
[null,"Obs1428","HIGH","HIGH",0.99999502286472719,4.977135272740102E-6]
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[null,"Obs1431","LOW","LOW",4.9804773042658682E-6,0.99999501952269565]
[null,"Obs1436","HIGH","HIGH",0.99999502286472897,4.9771352709582971E-6]
[null,"Obs1438","LOW","LOW",4.9804773043728917E-6,0.99999501952269565]
[null,"Obs1439","LOW","LOW",4.9804773081074388E-6,0.99999501952269187]
[null,"Obs1441","LOW","LOW",4.9804773064575592E-6,0.99999501952269343]
[null,"Obs1445","LOW","LOW",4.9804773053961778E-6,0.99999501952269454]
[null,"Obs1449","LOW","LOW",4.9804773039257083E-6,0.99999501952269609]
[null,"Obs1451","LOW","LOW",4.9804773041540506E-6,0.99999501952269587]
[null,"Obs1470","LOW","LOW",4.9804773045948728E-6,0.99999501952269543]
[null,"Obs1471","LOW","LOW",4.9804773058385924E-6,0.9999950195226941]
[null,"Obs1475","LOW","LOW",4.9804773052779625E-6,0.99999501952269476]
[null,"Obs1476","LOW","LOW",4.9804773048086181E-6,0.99999501952269521]
[null,"Obs1483","LOW","LOW",4.9804773073659843E-6,0.99999501952269254]
[null,"Obs1485","LOW","LOW",4.980477305169516E-6,0.99999501952269476]
[null,"Obs1491","LOW","LOW",4.9804773066557251E-6,0.99999501952269343]
[null,"Obs1499","HIGH","HIGH",0.99999502286472763,4.9771352723531088E-6]
[null,"Obs1501","LOW","LOW",4.9804773046156107E-6,0.99999501952269543]
[null,"Obs1502","LOW","LOW",4.9804773039687934E-6,0.99999501952269609]
[null,"Obs1503","LOW","LOW",4.980477305074091E-6,0.99999501952269498]
[null,"Obs1504","LOW","LOW",4.980477304844174E-6,0.99999501952269521]
[null,"Obs1520","LOW","LOW",4.9804773049290967E-6,0.99999501952269498]
[null,"Obs1521","LOW","LOW",4.9804773058118922E-6,0.9999950195226941]
[null,"Obs1522","LOW","LOW",4.9804773052779625E-6,0.99999501952269476]
[null,"Obs1524","LOW","LOW",4.98047730575152E-6,0.99999501952269432]
[null,"Obs1530","LOW","LOW",4.9804773073659843E-6,0.99999501952269254]
[null,"Obs1531","LOW","LOW",4.9804773054922305E-6,0.99999501952269454]
[null,"Obs1535","LOW","LOW",4.9804773056324297E-6,0.99999501952269432]
[null,"Obs1541","LOW","LOW",4.9804773066024569E-6,0.99999501952269343]
[null,"Obs1542","LOW","LOW",4.9804773058546327E-6,0.9999950195226941]
[null,"Obs1543","LOW","LOW",4.9804773045917591E-6,0.99999501952269543]
[null,"Obs1548","LOW","LOW",4.9804773049260093E-6,0.99999501952269498]
[null,"Obs1549","LOW","LOW",4.9804773044590883E-6,0.99999501952269543]
[null,"Obs1556","LOW","LOW",4.9804773052139819E-6,0.99999501952269476]
[null,"Obs1559","LOW","LOW",4.980477305985268E-6,0.9999950195226941]
[null,"Obs1564","LOW","LOW",4.9804773050815406E-6,0.99999501952269498]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",510,0,510,1]
[null,"LOW",0,584,584,1]
[null,"Total",510,584,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999667]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",228,0,228,1]
[null,"LOW",0,242,242,1]
[null,"Total",228,242,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000027]

{"sheet":"XLSTAT_20230729_130352_1_HID","index":83,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)5","index":85,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 13:03:23 / End time: 07/29/2023 at 13:03:30 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 313997369"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.4053486,0.28504814780621546,2.1610865794448451E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.58548310000000003,0.42644984396709368,2.7966858063682161E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1273266530164539,6.7920495338944509E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2054814540219372,6.7197723652404395E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.256284213619747,6.5626825475657985E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.288373880347347,6.4192768298419717E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3066822910420484,6.3165698381010438E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3150756737659968,6.2557084339273705E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.315615030804385,6.2154562407600797E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3060588945155398,6.1704093513350315E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2857823595978077,6.1173835520367953E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2584349363802561,6.0582601531743385E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6649065000000001,1.2273088401279701,5.9850530777371416E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6225902999999999,1.1940357373857384,5.8896324577694815E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.5784748,1.1605793045703838,5.7726709901993016E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8151155681901288,7.9801694023775155E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8319233857403998,8.1936055586419518E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8337562023765994,8.1894842698630885E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8238739640767827,8.0103589811290871E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8065644902193809,7.7350032986098702E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.7849993300731255,7.4410314525220109E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7603736300731259,7.1516290699584664E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7334755138025604,6.8942716147104982E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.705099738391223,6.6801065816076907E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7649575852833645,6.0034430471467573E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",520,520,47.531992687385738]
[null,"","LOW",574,574,52.468007312614262]
[null,"Class","HIGH",520,520,47.531992687385738]
[null,"","LOW",574,574,52.468007312614262]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24262819999999999,0.44888640000000002,0.28511546659574472,2.1779536088668748E-2]
[null,"1165",470,0,470,0.3733379,0.6634042,0.42662206723404283,2.8556793003702733E-2]
[null,"1403",470,0,470,1.0013814000000001,1.6085881,1.1312186674468085,6.9150217748756307E-2]
[null,"1411.5",470,0,470,1.0754665000000001,1.6706795000000001,1.2095518206382974,6.8396808202805234E-2]
[null,"1420",470,0,470,1.1256914,1.7136446000000001,1.2603912872340417,6.6802973744320177E-2]
[null,"1428.5",470,0,470,1.1584684999999999,1.7367665999999999,1.2924509723404249,6.5320279171557666E-2]
[null,"1437",470,0,470,1.1778192999999999,1.748472,1.3107058940425536,6.4267079744848202E-2]
[null,"1445.5",470,0,470,1.1873448,1.7533439,1.3190330148936167,6.3654982351759037E-2]
[null,"1454",470,0,470,1.1894269,1.7512528999999999,1.3194956076595734,6.3255269259179417E-2]
[null,"1462.5",470,0,470,1.1827030999999999,1.7392904,1.3097835217021283,6.2838551484480268E-2]
[null,"1471",470,0,470,1.1666679,1.7184261000000001,1.2892841080851059,6.2371340988396966E-2]
[null,"1479.5",470,0,470,1.1442102999999999,1.6993611,1.2616783002127667,6.1843966786904202E-2]
[null,"1488",470,0,470,1.1183422000000001,1.6759485999999999,1.2302884729787236,6.1187510220072884E-2]
[null,"1496.5",470,0,470,1.0905985,1.6490628000000001,1.19675596212766,6.0315656590200786E-2]
[null,"1505",470,0,470,1.0627116000000001,1.6198372999999999,1.1630367112765951,5.9235738309788427E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1340759,1.8232907959574478,7.9481527691325188E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1429162000000002,1.8402511702127655,8.1630392140022268E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1423665999999999,1.8420436493617021,8.162042142658224E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1370486999999998,1.831989755106384,7.9906920206560816E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1258743,1.8144494610638304,7.7248573745976906E-2]
[null,"1955.5",470,0,470,1.5989156,2.1132555000000002,1.7926095897872341,7.4384517869516109E-2]
[null,"1964",470,0,470,1.5788096,2.0999165,1.7676436531914903,7.1585897983648103E-2]
[null,"1972.5",470,0,470,1.5564198,2.0830019000000002,1.7404149238297872,6.9066176065495283E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0672019000000001,1.711757263404255,6.7031499191648913E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0547589999999998,1.7708324391489352,5.9662886627894839E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",218,218,46.382978723404257]
[null,"","LOW",252,252,53.617021276595743]
[null,"Class","HIGH",218,218,46.382978723404257]
[null,"","LOW",252,252,53.617021276595743]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99074908807522222,0.87842238821469076,0.86132144938848643,0.84754502149328381,0.83710260503418121,0.83035580311781443,0.82693950009830985,0.82663528905308847,0.83038140709532871,0.83803445497973716,0.84756361839550398,0.85721844419528381,0.86642384991097721,0.87471123233318759,0.24568548028431184,0.21641134161783879,0.21258165040787602,0.22767164269266363,0.25650689616241779,0.29447102697653404,0.33990236958088449,0.39052136793721215,0.44388002108367947,0.3845932004918301,4.8989106180564776E-2,-4.8989106180564582E-2,-4.898910618055196E-2]
[null,"1165",0.99074908807522222,1,0.91163917900826763,0.89716155175758527,0.8859974731734902,0.87788538029860008,0.87299166018794483,0.87086091354445982,0.87141186104390167,0.875756218194367,0.88376096368325541,0.89335774118892286,0.90290881237949006,0.91190259892453607,0.91992405293668067,0.29753264518560479,0.26868779380393526,0.26556947836076439,0.28158330041118507,0.31138428615588548,0.35029170859967507,0.39651166448551456,0.44769483049555131,0.50137928671784893,0.43930017911643626,4.1877666435137163E-2,-4.1877666435187408E-2,-4.1877666435156648E-2]
[null,"1403",0.87842238821469076,0.91163917900826763,1,0.99878958001705787,0.99589820302443743,0.99224037233195583,0.98870833832905702,0.98597952969018743,0.98424148995624916,0.98327092286387796,0.98265416919785553,0.98194592025728034,0.9807120745004293,0.97876273648721401,0.97622539868191338,0.57404189664083805,0.54454911027187269,0.54049289473106565,0.5555708006191572,0.5836447578318491,0.61961539955258993,0.66130185389281992,0.70581747195427491,0.75050543084438037,0.6941325601697359,0.12303522221088967,-0.12303522221090804,-0.12303522221090331]
[null,"1411.5",0.86132144938848643,0.89716155175758527,0.99878958001705787,1,0.99909701904895531,0.99694960417902745,0.99442308398185086,0.99224915233066779,0.99070142541289119,0.98953220387914143,0.98830753536418514,0.98672377053336446,0.98452258647631707,0.98158563010918787,0.97810803203676511,0.60257570268970695,0.57356719864742378,0.56976272266264738,0.58495808472956135,0.61294275108664253,0.64860094410029889,0.68970368347189948,0.73332142730549332,0.77678754909541925,0.72195446960457232,0.12777888791606951,-0.1277788879160757,-0.12777888791608924]
[null,"1420",0.84754502149328381,0.8859974731734902,0.99589820302443743,0.99909701904895531,1,0.99934290682114302,0.9979011332336597,0.99639837961254196,0.9951778176705256,0.99402542210894351,0.99251249104480577,0.99042351207420332,0.98763321714281116,0.98408907651587696,0.98003417839360152,0.62507033809155299,0.59671787813073274,0.59325882852235889,0.60859266163749648,0.63650088651503545,0.67186292904866851,0.71242980624490326,0.75525317671577219,0.79767539874312499,0.74386332526031196,0.1276901894118764,-0.12769018941195573,-0.1276901894119096]
[null,"1428.5",0.83710260503418121,0.87788538029860008,0.99224037233195583,0.99694960417902745,0.99934290682114302,1,0.99957789810100195,0.99875350635051663,0.99792022232039379,0.99693096672555204,0.99537561367422589,0.99307983552635948,0.9900088272063523,0.98616351296935123,0.98181670610507576,0.64044576837078371,0.61275770486312608,0.60967310359827109,0.62517661798586377,0.65307362918251066,0.68824228360010531,0.7284334508338759,0.77069456274780768,0.81238271204325141,0.75894938592145633,0.12420070533708276,-0.12420070533702438,-0.1242007053370556]
[null,"1437",0.83035580311781443,0.87299166018794483,0.98870833832905702,0.99442308398185086,0.9979011332336597,0.99957789810100195,1,0.99977373563497074,0.99932396633216014,0.99858631611275206,0.99717336940539691,0.99491083957666804,0.99181291187655485,0.98791795063976173,0.98351145511839599,0.64833723095941254,0.62119216402414468,0.61845410245341348,0.63415849377295352,0.66214012467981831,0.69727383644342966,0.73732252259619413,0.7793344638191253,0.82067965966871315,0.76702705749828337,0.11881088110479439,-0.11881088110480095,-0.11881088110480505]
[null,"1445.5",0.82693950009830985,0.87086091354445982,0.98597952969018743,0.99224915233066779,0.99639837961254196,0.99875350635051663,0.99977373563497074,1,0.99986873092001372,0.99939532808710674,0.99821222465446668,0.99612000411401092,0.99314926902732448,0.98936013215394936,0.98503869784407305,0.65041537418044881,0.62363475251010458,0.62116745284264907,0.63706973913205389,0.66519687155091178,0.70041865626241073,0.74051312781930412,0.7825297933869676,0.82384813321323203,0.76964772256720049,0.11330536055494499,-0.11330536055497493,-0.11330536055496748]
[null,"1454",0.82663528905308847,0.87141186104390167,0.98424148995624916,0.99070142541289119,0.9951778176705256,0.99792022232039379,0.99932396633216014,0.99986873092001372,1,0.99980444067018925,0.99892865598718894,0.99712519840654146,0.99441559387010137,0.99086768896790467,0.98675916765544658,0.64787601011298579,0.62129816259967419,0.6190349840513194,0.63513542926686872,0.66346456921162622,0.69888820980066091,0.73919614364267994,0.78144044863203366,0.82300349274004791,0.76810470534199426,0.10838487232796154,-0.10838487232787443,-0.10838487232795299]
[null,"1462.5",0.83038140709532871,0.875756218194367,0.98327092286387796,0.98953220387914143,0.99402542210894351,0.99693096672555204,0.99858631611275206,0.99939532808710674,0.99980444067018925,1,0.99963512717076997,0.99837035985086631,0.99618230565920296,0.9931331814277633,0.98947792636838483,0.63881368768554692,0.61230417610770915,0.61022854079324773,0.62659211204071463,0.65525957963146464,0.69109352170631577,0.73189486275123217,0.77472049288852773,0.81695099814822336,0.76099006058314833,0.10244041295119663,-0.10244041295125733,-0.10244041295122897]
[null,"1471",0.83803445497973716,0.88376096368325541,0.98265416919785553,0.98830753536418514,0.99251249104480577,0.99537561367422589,0.99717336940539691,0.99821222465446668,0.99892865598718894,0.99963512717076997,1,0.99954119834952815,0.99815235322834939,0.99587842464489562,0.99293559987113234,0.62282138480042259,0.59626551612427292,0.59436820998807616,0.61105737717218367,0.64019555791399696,0.67663796839968504,0.71820275154598212,0.76195574593480142,0.80527162312703382,0.7478455935787709,9.4683330126059242E-2,-9.4683330126093257E-2,-9.4683330126076479E-2]
[null,"1479.5",0.84756361839550398,0.89335774118892286,0.98194592025728034,0.98672377053336446,0.99042351207420332,0.99307983552635948,0.99491083957666804,0.99612000411401092,0.99712519840654146,0.99837035985086631,0.99954119834952815,1,0.99953219285864947,0.99815851056120142,0.99604909391043994,0.60317123839885201,0.57650211716636268,0.57475160647271217,0.59175760845241598,0.62138683021745189,0.65848698950642637,0.70089707520853173,0.74569682798609471,0.79025554568928968,0.73125386138409487,8.6261432387602505E-2,-8.6261432387609388E-2,-8.6261432387605724E-2]
[null,"1488",0.85721844419528381,0.90290881237949006,0.9807120745004293,0.98452258647631707,0.98763321714281116,0.9900088272063523,0.99181291187655485,0.99314926902732448,0.99441559387010137,0.99618230565920296,0.99815235322834939,0.99953219285864947,1,0.99954506568849988,0.99829070641512341,0.58270516088758895,0.55591857461141592,0.55429052737921269,0.57157405113249449,0.60164698769816483,0.63935603484842174,0.68256257986402558,0.72836421014642616,0.77412804618363829,0.71369934093715437,7.8193520917029177E-2,-7.8193520916994372E-2,-7.8193520917018894E-2]
[null,"1496.5",0.86642384991097721,0.91190259892453607,0.97876273648721401,0.98158563010918787,0.98408907651587696,0.98616351296935123,0.98791795063976173,0.98936013215394936,0.99086768896790467,0.9931331814277633,0.99587842464489562,0.99815851056120142,0.99954506568849988,1,0.99959714061880056,0.56236340049972011,0.53548638302750029,0.53396705532726718,0.55148444425562959,0.58193867905509866,0.62018058629070805,0.66409514446480877,0.7108035942330756,0.75767485003966051,0.69602634095905802,7.0537413838560117E-2,-7.0537413838471757E-2,-7.0537413838509644E-2]
[null,"1505",0.87471123233318759,0.91992405293668067,0.97622539868191338,0.97810803203676511,0.98003417839360152,0.98181670610507576,0.98351145511839599,0.98503869784407305,0.98675916765544658,0.98947792636838483,0.99293559987113234,0.99604909391043994,0.99829070641512341,0.99959714061880056,1,0.54338233581166406,0.51644936678604714,0.51502193207807612,0.53272038142080602,0.56347501901014307,0.60214841546648479,0.64664645139301746,0.69411763511714608,0.74193647484539982,0.67937023467060542,6.368431455638919E-2,-6.3684314556396393E-2,-6.3684314556402749E-2]
[null,"1913",0.24568548028431184,0.29753264518560479,0.57404189664083805,0.60257570268970695,0.62507033809155299,0.64044576837078371,0.64833723095941254,0.65041537418044881,0.64787601011298579,0.63881368768554692,0.62282138480042259,0.60317123839885201,0.58270516088758895,0.56236340049972011,0.54338233581166406,1,0.99913666777995491,0.99867434925347132,0.99895578913752703,0.99848253224876171,0.995657247064059,0.98891895808247909,0.97713457928290837,0.95967838850936826,0.97134610141504285,0.22599302959454212,-0.22599302959456821,-0.2259930295945643]
[null,"1921.5",0.21641134161783879,0.26868779380393526,0.54454911027187269,0.57356719864742378,0.59671787813073274,0.61275770486312608,0.62119216402414468,0.62363475251010458,0.62129816259967419,0.61230417610770915,0.59626551612427292,0.57650211716636268,0.55591857461141592,0.53548638302750029,0.51644936678604714,0.99913666777995491,1,0.99988940366028789,0.99949455411056387,0.99766384836762056,0.99302866951790403,0.98411873337991362,0.96994438243088033,0.95000406383725056,0.96358974086152405,0.22255920155470219,-0.2225592015546056,-0.22255920155466302]
[null,"1930",0.21258165040787602,0.26556947836076439,0.54049289473106565,0.56976272266264738,0.59325882852235889,0.60967310359827109,0.61845410245341348,0.62116745284264907,0.6190349840513194,0.61022854079324773,0.59436820998807616,0.57475160647271217,0.55429052737921269,0.53396705532726718,0.51502193207807612,0.99867434925347132,0.99988940366028789,1,0.99967237827123212,0.99782649198143014,0.99311686023037671,0.98409290634397162,0.9697771928370218,0.94968586886619588,0.96295419990994979,0.2190118521408389,-0.219011852140816,-0.2190118521408061]
[null,"1938.5",0.22767164269266363,0.28158330041118507,0.5555708006191572,0.58495808472956135,0.60859266163749648,0.62517661798586377,0.63415849377295352,0.63706973913205389,0.63513542926686872,0.62659211204071463,0.61105737717218367,0.59175760845241598,0.57157405113249449,0.55148444425562959,0.53272038142080602,0.99895578913752703,0.99949455411056387,0.99967237827123212,1,0.99914814355893189,0.9956694759738316,0.98807640253706008,0.9753058217009577,0.95680559952899957,0.96811473657267455,0.21563064063237183,-0.21563064063238219,-0.21563064063238707]
[null,"1947",0.25650689616241779,0.31138428615588548,0.5836447578318491,0.61294275108664253,0.63650088651503545,0.65307362918251066,0.66214012467981831,0.66519687155091178,0.66346456921162622,0.65525957963146464,0.64019555791399696,0.62138683021745189,0.60164698769816483,0.58193867905509866,0.56347501901014307,0.99848253224876171,0.99766384836762056,0.99782649198143014,0.99914814355893189,1,0.99863586639014679,0.99352848229440938,0.98347354123111852,0.96779074905743423,0.97595829396305367,0.21201439779891271,-0.21201439779900685,-0.2120143977989746]
[null,"1955.5",0.29447102697653404,0.35029170859967507,0.61961539955258993,0.64860094410029889,0.67186292904866851,0.68824228360010531,0.69727383644342966,0.70041865626241073,0.69888820980066091,0.69109352170631577,0.67663796839968504,0.65848698950642637,0.63935603484842174,0.62018058629070805,0.60214841546648479,0.995657247064059,0.99302866951790403,0.99311686023037671,0.9956694759738316,0.99863586639014679,1,0.99808594322586752,0.99153678887531604,0.97951729793446296,0.98377615046495581,0.20835909181044787,-0.20835909181041432,-0.20835909181043433]
[null,"1964",0.33990236958088449,0.39651166448551456,0.66130185389281992,0.68970368347189948,0.71242980624490326,0.7284334508338759,0.73732252259619413,0.74051312781930412,0.73919614364267994,0.73189486275123217,0.71820275154598212,0.70089707520853173,0.68256257986402558,0.66409514446480877,0.64664645139301746,0.98891895808247909,0.98411873337991362,0.98409290634397162,0.98807640253706008,0.99352848229440938,0.99808594322586752,1,0.99764984210431806,0.99004298655717393,0.98952578156627558,0.20363766536741962,-0.20363766536737013,-0.20363766536741446]
[null,"1972.5",0.39052136793721215,0.44769483049555131,0.70581747195427491,0.73332142730549332,0.75525317671577219,0.77069456274780768,0.7793344638191253,0.7825297933869676,0.78144044863203366,0.77472049288852773,0.76195574593480142,0.74569682798609471,0.72836421014642616,0.7108035942330756,0.69411763511714608,0.97713457928290837,0.96994438243088033,0.9697771928370218,0.9753058217009577,0.98347354123111852,0.99153678887531604,0.99764984210431806,1,0.99734605050699277,0.99138720078599496,0.19748914583654589,-0.19748914583657307,-0.19748914583656785]
[null,"1981",0.44388002108367947,0.50137928671784893,0.75050543084438037,0.77678754909541925,0.79767539874312499,0.81238271204325141,0.82067965966871315,0.82384813321323203,0.82300349274004791,0.81695099814822336,0.80527162312703382,0.79025554568928968,0.77412804618363829,0.75767485003966051,0.74193647484539982,0.95967838850936826,0.95000406383725056,0.94968586886619588,0.95680559952899957,0.96779074905743423,0.97951729793446296,0.99004298655717393,0.99734605050699277,1,0.98814806369087127,0.18969191095830157,-0.18969191095824861,-0.18969191095828597]
[null,"2491",0.3845932004918301,0.43930017911643626,0.6941325601697359,0.72195446960457232,0.74386332526031196,0.75894938592145633,0.76702705749828337,0.76964772256720049,0.76810470534199426,0.76099006058314833,0.7478455935787709,0.73125386138409487,0.71369934093715437,0.69602634095905802,0.67937023467060542,0.97134610141504285,0.96358974086152405,0.96295419990994979,0.96811473657267455,0.97595829396305367,0.98377615046495581,0.98952578156627558,0.99138720078599496,0.98814806369087127,1,0.20979173598769876,-0.20979173598768136,-0.20979173598770295]
[null,"Class-HIGH",4.8989106180564776E-2,4.1877666435137163E-2,0.12303522221088967,0.12777888791606951,0.1276901894118764,0.12420070533708276,0.11881088110479439,0.11330536055494499,0.10838487232796154,0.10244041295119663,9.4683330126059242E-2,8.6261432387602505E-2,7.8193520917029177E-2,7.0537413838560117E-2,6.368431455638919E-2,0.22599302959454212,0.22255920155470219,0.2190118521408389,0.21563064063237183,0.21201439779891271,0.20835909181044787,0.20363766536741962,0.19748914583654589,0.18969191095830157,0.20979173598769876,1,-0.999999999999999,-1]
[null,"Class-LOW",-4.8989106180564582E-2,-4.1877666435187408E-2,-0.12303522221090804,-0.1277788879160757,-0.12769018941195573,-0.12420070533702438,-0.11881088110480095,-0.11330536055497493,-0.10838487232787443,-0.10244041295125733,-9.4683330126093257E-2,-8.6261432387609388E-2,-7.8193520916994372E-2,-7.0537413838471757E-2,-6.3684314556396393E-2,-0.22599302959456821,-0.2225592015546056,-0.219011852140816,-0.21563064063238219,-0.21201439779900685,-0.20835909181041432,-0.20363766536737013,-0.19748914583657307,-0.18969191095824861,-0.20979173598768136,-0.999999999999999,1,1]
[null,"Class",-4.898910618055196E-2,-4.1877666435156648E-2,-0.12303522221090331,-0.12777888791608924,-0.1276901894119096,-0.1242007053370556,-0.11881088110480505,-0.11330536055496748,-0.10838487232795299,-0.10244041295122897,-9.4683330126076479E-2,-8.6261432387605724E-2,-7.8193520917018894E-2,-7.0537413838509644E-2,-6.3684314556402749E-2,-0.2259930295945643,-0.22255920155466302,-0.2190118521408061,-0.21563064063238707,-0.2120143977989746,-0.20835909181043433,-0.20363766536741446,-0.19748914583656785,-0.18969191095828597,-0.20979173598770295,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1513.939499751101,1.0931735306260756E-2]
[null,"R²(McFadden)",0,0.99999277927862507]
[null,"R²(Cox and Snell)",0,0.74938739896148021]
[null,"R²(Nagelkerke)",0,0.98861963513769868]
[null,"AIC",1515.939499751101,54.010931735306258]
[null,"SBC",1520.937095734083,188.94602327581828]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.525:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1513.9285680157948,0]
[null,"Score",26,1094.0025138258934,0]
[null,"Wald",26,0.81245032803777606,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,3.3527378297531271E-24,0.99999999999853906,0,1]
[null,"1165",1,6.3512441698131781E-25,0.99999999999936418,0,1]
[null,"1403",1,5.2128016025820383E-23,0.99999999999423927,0,1]
[null,"1411.5",1,1.1006038119698242E-22,0.99999999999162947,9.7664931697494239E-15,0.99999992114860392]
[null,"1420",1,2.1974569837121809E-22,0.99999999998817235,0,1]
[null,"1428.5",1,1.5958009778673434E-22,0.99999999998992073,0,1]
[null,"1437",1,1.6399269764450608E-23,0.99999999999676892,0,1]
[null,"1445.5",1,2.1024612920746743E-25,0.99999999999963418,0,1]
[null,"1454",1,2.7484135869926906E-25,0.99999999999958167,0,1]
[null,"1462.5",1,1.9506633013892751E-26,0.99999999999988853,2.5401035441685593E-13,0.99999959787065018]
[null,"1471",1,4.8486729142401744E-26,0.99999999999982436,0,1]
[null,"1479.5",1,1.2831298576827092E-25,0.99999999999971423,0,1]
[null,"1488",1,2.4135226220349302E-26,0.9999999999998761,0,1]
[null,"1496.5",1,1.0756761501625934E-28,0.99999999999999167,0,1]
[null,"1505",1,7.6263260168153979E-30,0.99999999999999778,0,1]
[null,"1913",1,1.0365857816557043E-27,0.99999999999997435,0,1]
[null,"1921.5",1,1.6556616399137148E-27,0.99999999999996758,0,1]
[null,"1930",1,9.5269627736233648E-28,0.99999999999997535,0,1]
[null,"1938.5",1,5.709066757496941E-29,0.999999999999994,0,1]
[null,"1947",1,6.8094469774233869E-28,0.99999999999997913,0,1]
[null,"1955.5",1,9.4931011184366836E-28,0.99999999999997546,1.0701682595648521E-13,0.99999973898462235]
[null,"1964",1,4.1146054840022566E-30,0.99999999999999833,0,1]
[null,"1972.5",1,1.1476374910166828E-28,0.99999999999999145,0,1]
[null,"1981",1,5.8021682372562702E-30,0.99999999999999811,0,1]
[null,"2491",1,2.4645037160177457E-28,0.99999999999998745,4.6187012547882489E-14,0.99999982852532132]
[null,"Class",1,0.65052144863113759,0.41992630975569678,1269.2568552263651,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.5990234017097564E-3,1,0.9593409651350685]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.206702349267001,786.90638945237276,2.4063044057169437E-4,0.98762349768346436,-1530.1014801818326,1554.5148848803667]
[null,"961",2.0241543189616372E-8,11054.620094967446,3.3527378297531271E-24,0.99999999999853906,-21666.6572488887,21666.657248929183]
[null,"1165",-1.0712073570648669E-8,13441.388757637336,6.351244169813179E-25,0.99999999999936418,-26344.637867181467,26344.63786716004]
[null,"1403",-5.3476568078344371E-7,74067.541595261122,5.2128016025820377E-23,0.99999999999423927,-145169.7139506689,145169.71394959939]
[null,"1411.5",2.3027962733582646E-6,219502.7732671024,1.1006038119698242E-22,0.99999999999162947,-430217.53010787914,430217.53011248476]
[null,"1420",-3.9742567955706311E-6,268099.33352089539,2.1974569837121804E-22,0.99999999998817235,-525465.03798412124,525465.03797617264]
[null,"1428.5",3.1884900761456681E-6,252403.69374100849,1.5958009778673432E-22,0.99999999998992073,-494702.14929406589,494702.14930044289]
[null,"1437",-1.0111949366350752E-6,249702.35097914492,1.6399269764450605E-23,0.99999999999676892,-489407.61477511498,489407.61477309262]
[null,"1445.5",1.0450932441473934E-7,227924.51319051161,2.1024612920746743E-25,0.99999999999963418,-446723.83704712265,446723.83704733162]
[null,"1454",-1.2148266748716072E-7,231725.20554740302,2.7484135869926911E-25,0.99999999999958167,-454173.05718317244,454173.05718292948]
[null,"1462.5",3.4870520769392029E-8,249670.52621121219,1.9506633013892746E-26,0.99999999999988853,-489345.23937510449,489345.23937517422]
[null,"1471",5.569728881764026E-8,252942.9687170512,4.8486729142401744E-26,0.99999999999982436,-495759.10882800608,495759.10882811749]
[null,"1479.5",-9.176972267111612E-8,256191.14448692696,1.2831298576827092E-25,0.99999999999971423,-502125.41635256575,502125.41635238216]
[null,"1488",4.5489569774346063E-8,292810.16041163151,2.4135226220349299E-26,0.9999999999998761,-573897.36871414806,573897.3687142391]
[null,"1496.5",-3.0234751572236443E-9,291518.17382983956,1.0756761501625936E-28,0.99999999999999167,-571365.12154537532,571365.12154536927]
[null,"1505",-4.4258549944218924E-10,160265.29874839072,7.6263260168153965E-30,0.99999999999999778,-314114.21351839841,314114.21351839748]
[null,"1913",-8.6069549196092202E-10,26732.95113300053,1.0365857816557041E-27,0.99999999999997435,-52395.621421151118,52395.621421149401]
[null,"1921.5",1.7479692814142774E-9,42958.390625100321,1.6556616399137148E-27,0.99999999999996758,-84196.898458997966,84196.898459001459]
[null,"1930",-1.3407876823045046E-9,43439.295913342823,9.5269627736233648E-28,0.99999999999997535,-85139.455503931211,85139.455503928533]
[null,"1938.5",3.2952723688393025E-10,43612.276426612429,5.7090667574969387E-29,0.999999999999994,-85478.491079965213,85478.491079965883]
[null,"1947",1.2034860951869935E-9,46119.560035603063,6.8094469774233887E-28,0.99999999999997913,-90392.676652613591,90392.676652616006]
[null,"1955.5",-1.5039974532795211E-9,48813.848329572073,9.4931011184366836E-28,0.99999999999997546,-95673.384672763423,95673.384672760425]
[null,"1964",-1.0673123996411901E-10,52617.166203874018,4.1146054840022559E-30,0.99999999999999833,-103127.75072815127,103127.75072815106]
[null,"1972.5",6.3681834525159882E-10,59444.708570505602,1.1476374910166826E-28,0.99999999999999145,-116509.4878696698,116509.48786967108]
[null,"1981",-9.8215836664631775E-11,40774.285730043084,5.8021682372562702E-30,0.99999999999999811,-79916.13152622999,79916.131526229787]
[null,"2491",3.5739522649343656E-11,2276.5857281463645,2.4645037160177452E-28,0.99999999999998745,-4462.0260348847323,4462.0260348848033]
[null,"Class-HIGH",-24.413664625792446,30.269285112111401,0.65052144863113759,0.41992630975569678,-83.740373283305232,34.913044031720332,2.4962045471815105E-11,4.2856625354593744E-37,1453926222565190.8]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",2.4106155875323364E-10,131.65221280582497,3.3527378297531271E-24,0.99999999999853906,-258.03359558417873,258.03359558466087]
[null,"1165",-1.6509328141150431E-10,207.15718222906816,6.3512441698131781E-25,0.99999999999936418,-406.02061630793946,406.02061630760932]
[null,"1403",-2.0015965661355895E-8,2772.3046232507882,5.2128016025820365E-23,0.99999999999423927,-5433.6172157654428,5433.6172157254105]
[null,"1411.5",8.5275103269941913E-8,8128.4314530756901,1.1006038119698242E-22,0.99999999999162947,-15931.432898745654,15931.432898916202]
[null,"1420",-1.4373068556113442E-7,9695.926304608287,2.1974569837121804E-22,0.99999999998817235,-19003.666353930505,19003.666353643046]
[null,"1428.5",1.1279331199537687E-7,8928.8183111831258,1.5958009778673437E-22,0.99999999998992073,-17500.16231430788,17500.162314533463]
[null,"1437",-3.5198840962945394E-8,8691.9277596821994,1.6399269764450611E-23,0.99999999999676892,-17035.865365236223,17035.865365165828]
[null,"1445.5",3.6028295314321274E-9,7857.4153230700013,2.1024612920746743E-25,0.99999999999963418,-15400.251044786748,15400.251044793955]
[null,"1454",-4.1610171648040139E-9,7937.0380791349362,2.7484135869926911E-25,0.99999999999958167,-15556.308779031604,15556.30877902328]
[null,"1462.5",1.1857266595033051E-9,8489.7211882394986,1.9506633013892746E-26,0.99999999999988853,-16639.547767734821,16639.547767737193]
[null,"1471",1.8776383250091139E-9,8527.0831343283753,4.8486729142401744E-26,0.99999999999982436,-16712.775836460656,16712.775836464411]
[null,"1479.5",-3.0637936571652438E-9,8553.1129511411109,1.2831298576827092E-25,0.99999999999971423,-16763.793339942731,16763.793339936605]
[null,"1488",1.5003480229171428E-9,9657.5357261654426,2.4135226220349299E-26,0.9999999999998761,-18928.422202691643,18928.422202694641]
[null,"1496.5",-9.8131123855103086E-11,9461.6309162527778,1.0756761501625932E-28,0.99999999999999167,-18544.455830866249,18544.455830866053]
[null,"1505",-1.4079465287649696E-11,5098.3362839195643,7.6263260168153965E-30,0.99999999999999778,-9992.5554975561336,9992.5554975561045]
[null,"1913",-3.7850691102416407E-11,1175.631434162475,1.0365857816557045E-27,0.99999999999997435,-2304.1952700516599,2304.1952700515844]
[null,"1921.5",7.8926169147401256E-11,1939.7029689409223,1.655661639913714E-27,0.99999999999996758,-3801.7479598295427,3801.7479598297009]
[null,"1930",-6.0510221012537898E-11,1960.4307460727764,9.5269627736233648E-28,0.99999999999997535,-3842.3736564876895,3842.3736564875685]
[null,"1938.5",1.4546398156240442E-11,1925.1869538935241,5.709066757496941E-29,0.999999999999994,-3773.2970931376653,3773.2970931376944]
[null,"1947",5.1299573539994011E-11,1965.8837531570989,6.8094469774233878E-28,0.99999999999997913,-3853.0613539802912,3853.061353980394]
[null,"1955.5",-6.1672622426237077E-11,2001.6510205099385,9.4931011184366836E-28,0.99999999999997546,-3923.1639098173855,3923.1639098172618]
[null,"1964",-4.2063820026635826E-12,2073.6937097848795,4.1146054840022573E-30,0.99999999999999833,-4064.364986145622,4064.3649861456138]
[null,"1972.5",2.4194470945599719E-11,2258.4670889317936,1.147637491016683E-28,0.99999999999999145,-4426.5141545753095,4426.5141545753586]
[null,"1981",-3.615572603830055E-12,1501.0042721488153,5.8021682372562702E-30,0.99999999999999811,-2941.9143140524388,2941.9143140524316]
[null,"2491",1.1823915496036594E-12,75.317618349835158,2.4645037160177452E-28,0.99999999999998745,-147.61981936700877,147.61981936701116]
[null,"Class-HIGH",-6.7217758340310771,8.3339946009184143,0.65052144863113748,0.41992630975569678,-23.056105099182428,9.6125534311202721]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
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[null,"Obs1533","LOW","LOW",4.9968275063687945E-6,0.99999500317249368]
[null,"Obs1534","LOW","LOW",4.9968275078054276E-6,0.99999500317249213]
[null,"Obs1535","LOW","LOW",4.996827507949984E-6,0.9999950031724919]
[null,"Obs1537","LOW","LOW",4.9968275072621212E-6,0.99999500317249279]
[null,"Obs1538","LOW","LOW",4.9968275079604575E-6,0.9999950031724919]
[null,"Obs1540","LOW","LOW",4.9968275090285991E-6,0.99999500317249101]
[null,"Obs1548","LOW","LOW",4.9968275068933544E-6,0.99999500317249301]
[null,"Obs1549","LOW","LOW",4.9968275077150594E-6,0.99999500317249213]
[null,"Obs1550","HIGH","HIGH",0.99999500447113598,4.9955288640564043E-6]
[null,"Obs1560","LOW","LOW",4.9968275076547998E-6,0.99999500317249235]
[null,"Obs1564","LOW","LOW",4.9968275073369905E-6,0.99999500317249257]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",520,0,520,1]
[null,"LOW",0,574,574,1]
[null,"Total",520,574,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999667]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",218,0,218,1]
[null,"LOW",0,252,252,1]
[null,"Total",218,252,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999556]

{"sheet":"XLSTAT_20230729_130319_1_HID","index":86,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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[23,22,5.4056483468578095E-2,1.02409997243441,23,22,5.4056483468578095E-2,1.02409997243441,23,22,1.5,1.5,23,22,0.5,0.5,23,22,1.0314735336194554,0,23,22,1.0314735336194554,0,23,22,6.422520727130121E-2,1.0349517860803701,23,22,6.422520727130121E-2,1.0349517860803701,23,22,1.5,1.5,23,22,0.5,0.5,23,22,1.0314735336194554,0,23,22,1.0314735336194554,0]
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[25,24,5.6779802653502902E-2,1.02409997243441,25,24,5.6779802653502902E-2,1.02409997243441,25,24,1.5,1.5,25,24,0.5,0.5,25,24,1.0343347639484968,0,25,24,1.0343347639484968,0,25,24,6.6886427379568E-2,1.0349517860803701,25,24,6.6886427379568E-2,1.0349517860803701,25,24,1.5,1.5,25,24,0.5,0.5,25,24,1.0343347639484968,0,25,24,1.0343347639484968,0]
[26,25,5.8141462245965302E-2,1.97590002756559,26,25,5.8141462245965302E-2,1.97590002756559,26,25,1.5,1.5,26,25,0.5,0.5,26,25,1.0357653791130175,1,26,25,1.0357653791130175,1,26,25,6.8217037433701402E-2,1.9650482139196299,26,25,6.8217037433701402E-2,1.9650482139196299,26,25,1.5,1.5,26,25,0.5,0.5,26,25,1.0357653791130175,1,26,25,1.0357653791130175,1]
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{"sheet":"Log(Binary)4","index":88,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 13:03:06 / End time: 07/29/2023 at 13:03:12 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 600943080"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28496603473491711,2.2204075391663192E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42635597221206534,2.8870170846409124E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1287911380255959,6.9891055864597734E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2070214785191962,6.9133958115018573E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2578188657221234,6.7528283451996449E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2898672978976236,6.6066807085589652E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3081218218464359,6.5028971103475275E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3164619466179164,6.4422233386515759E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3169543194698345,6.4031242214663178E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3073238004570371,6.3606276310131646E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2869398319926861,6.3113291257467133E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2594741672760534,6.2560815383993315E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2282300825411354,6.1866916201610882E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1948432861060314,6.0948722502492308E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.161272606764167,5.9805194570220432E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8186643658135309,8.1414000596463629E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8355566210237644,8.3651267313751693E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8373560313528332,8.3647403903884351E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8273688658135268,8.1834205409238053E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8099187989031085,7.904325406990638E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7882072960694702,7.6064767775371453E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7633946075868372,7.3128426857573814E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7363196629798894,7.0514609930487748E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7077791638939679,6.8361887938658231E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7673465766910392,6.1116337124887149E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",533,533,48.720292504570381]
[null,"","LOW",561,561,51.279707495429619]
[null,"Class","HIGH",533,533,48.720292504570381]
[null,"","LOW",561,561,51.279707495429619]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.40261249999999998,0.28530659787234042,2.0339549087064639E-2]
[null,"1165",470,0,470,0.3717763,0.58655199999999996,0.42684056872340365,2.6376039581438242E-2]
[null,"1403",470,0,470,0.98416879999999995,1.5929438,1.1278098448936167,6.4488866784929544E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6706795000000001,1.2059671678723398,6.3826155699075987E-2]
[null,"1420",470,0,470,1.1153899,1.7136446000000001,1.2568191395744681,6.2319392653525429E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7367665999999999,1.2889748046808525,6.0901011267413221E-2]
[null,"1437",470,0,470,1.1711366999999999,1.748472,1.3073551563829793,5.9870937961469473E-2]
[null,"1445.5",470,0,470,1.1813072,1.7533439,1.3158062436170199,5.9251081053761596E-2]
[null,"1454",470,0,470,1.1833969,1.7512528999999999,1.3163781995744683,5.8818943737838185E-2]
[null,"1462.5",470,0,470,1.1762925,1.7392904,1.3068392512765947,5.8333012429692965E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7157524,1.2865899063829795,5.7766172275386329E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.684183,1.2592593244680854,5.7134061222953662E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6473222999999999,1.2281441342553181,5.6375163690101898E-2]
[null,"1496.5",470,0,470,1.078436,1.6058223,1.1948762636170225,5.5406990248391248E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5626545000000001,1.1614229397872333,5.4256598793136351E-2]
[null,"1913",470,0,470,1.6411487,2.1340759,1.8150304031914901,7.5823106851211464E-2]
[null,"1921.5",470,0,470,1.656247,2.1429162000000002,1.8317942353191476,7.7719449874739013E-2]
[null,"1930",470,0,470,1.6588341,2.1423665999999999,1.8336644729787235,7.761672748812086E-2]
[null,"1938.5",470,0,470,1.6519668999999999,2.1370486999999998,1.8238548136170216,7.5957263124532645E-2]
[null,"1947",470,0,470,1.6384848000000001,2.1258743,1.8066417723404267,7.3391162889041073E-2]
[null,"1955.5",470,0,470,1.6216934999999999,2.1132555000000002,1.7851425370212755,7.0617883565645537E-2]
[null,"1964",470,0,470,1.6021426000000001,2.0999165,1.7606118459574471,6.7917020021430199E-2]
[null,"1972.5",470,0,470,1.5804285,2.0830019000000002,1.7337947127659565,6.548703642600566E-2]
[null,"1981",470,0,470,1.5558934,2.0672019000000001,1.7055204729787234,6.3474895136892917E-2]
[null,"2491",470,0,470,1.6219298,2.0547589999999998,1.7652716804255302,5.7230843601985666E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",205,205,43.617021276595743]
[null,"","LOW",265,265,56.382978723404257]
[null,"Class","HIGH",205,205,43.617021276595743]
[null,"","LOW",265,265,56.382978723404257]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99089774194973901,0.88686821567797891,0.87068806451252334,0.85778174149791986,0.84809862689130378,0.84186172008834981,0.83881691261433444,0.83862678975101224,0.84221736057475449,0.84952127842926017,0.85854354050054815,0.86760187153104051,0.87617665385234966,0.88377224089658279,0.26146989670778653,0.23187029099725609,0.22811058465294257,0.24398628730004138,0.27338413386195642,0.31229206524314934,0.35820668559130436,0.40942133809104669,0.46319349303557733,0.40307773714822137,3.9767667043406868E-2,-3.9767667043406674E-2,-3.976766704341534E-2]
[null,"1165",0.99089774194973901,1,0.91775533789408625,0.90411948390825503,0.89382519418412743,0.88649278922171582,0.88213497054689405,0.88039325581182359,0.88106831245599582,0.88528279292566747,0.8929742087215693,0.90211507105580269,0.91113165924645212,0.91957573184597652,0.92700369487987744,0.3137647002667292,0.2847748340484948,0.28171786629191192,0.298393360708055,0.32855750545431633,0.36816830100057968,0.41461082684864531,0.46606389458562902,0.51984114491367484,0.45697486300923551,3.3577120568727796E-2,-3.3577120568684574E-2,-3.3577120568711427E-2]
[null,"1403",0.88686821567797891,0.91775533789408625,1,0.99884413332540833,0.99608161782438454,0.99256824734580273,0.98915674085204663,0.98652779997147844,0.98484263582551035,0.98387303439624296,0.98321777293143731,0.98243299014056418,0.98111064985488772,0.97908028199629193,0.97644183653320948,0.57446175850424841,0.54462094696480989,0.54045796043262562,0.55598407096916358,0.5842757490811481,0.62093578168645081,0.66296775092986737,0.7078487610117068,0.75296095559890253,0.69690903067424992,0.1171089707587442,-0.11710897075877696,-0.11710897075877295]
[null,"1411.5",0.87068806451252334,0.90411948390825503,0.99884413332540833,1,0.99913147247745915,0.99705054966567275,0.99458713459322245,0.99246752846687392,0.99094854359140494,0.98977215546899533,0.98851186682320935,0.98686812189654327,0.98460260742163952,0.98160926908345258,0.97806085226623096,0.60284093975681896,0.5734920368101607,0.56956115544709596,0.58514728448825359,0.61329098179500319,0.64956730792697936,0.69094832119836058,0.73486585958738593,0.77869947996978039,0.72446114029906794,0.1215409193776342,-0.12154091937765531,-0.12154091937764457]
[null,"1420",0.85778174149791986,0.89382519418412743,0.99608161782438454,0.99913147247745915,1,0.9993593489126319,0.99794651309974591,0.996472775567673,0.995269910533921,0.99411445996565262,0.99258229452040736,0.99046206046231111,0.98764230042165446,0.98407705471159479,0.97999121479121054,0.62539934452247847,0.59672949081763971,0.5931365020306647,0.60881526234147587,0.63683359126206274,0.6727487992506459,0.71352917897054768,0.75659152456996515,0.79932238473342876,0.74628445397983834,0.1208431530119322,-0.12084315301197843,-0.12084315301196137]
[null,"1428.5",0.84809862689130378,0.88649278922171582,0.99256824734580273,0.99705054966567275,0.9993593489126319,1,0.99958525709371493,0.99877467379761165,0.99795306333748424,0.99696717468914531,0.99541000574476823,0.99311091517154082,0.99004362801123857,0.98621104506859547,0.98187150862084982,0.64099273525809131,0.61301582041422753,0.60979535793671646,0.62560583641722978,0.65356939059668295,0.68923246670097005,0.72957528166876595,0.7720170882224322,0.81395453342089041,0.7614379791049174,0.11675802647546438,-0.11675802647546124,-0.11675802647548079]
[null,"1437",0.84186172008834981,0.88213497054689405,0.98915674085204663,0.99458713459322245,0.99794651309974591,0.99958525709371493,1,0.99977718695766726,0.99933389091544533,0.99860271336420581,0.99719927701743261,0.99495256039393498,0.99188150364949768,0.98802308720447007,0.98365166407042282,0.64916747622372895,0.62176046590322753,0.6188869491292599,0.63486851885517159,0.66287967878927179,0.69845903779971186,0.73860523278453993,0.78074659281471448,0.82228719268343198,0.76967413849660038,0.11090631650175325,-0.1109063165017693,-0.11090631650178086]
[null,"1445.5",0.83881691261433444,0.88039325581182359,0.98652779997147844,0.99246752846687392,0.996472775567673,0.99877467379761165,0.99977718695766726,1,0.99987115515514968,0.99940573943188771,0.9982402827939445,0.99617794548925254,0.99325139575812815,0.98951689323371961,0.98525189389764545,0.65148514537164104,0.62446554806589938,0.62186384375523351,0.63802108914928479,0.66614841184854801,0.70177857199008942,0.74192734885880951,0.78403288463298348,0.82550447162224927,0.77243828435929074,0.10501743429729968,-0.10501743429732553,-0.10501743429728397]
[null,"1454",0.83862678975101224,0.88106831245599582,0.98484263582551035,0.99094854359140494,0.995269910533921,0.99795306333748424,0.99933389091544533,0.99987115515514968,1,0.99980848215435125,0.99894855345882816,0.99717625957347067,0.9945141544683872,0.99102507676768636,0.98697994782923604,0.64926304841440863,0.62246547473960068,0.62006841716576155,0.63640773846787058,0.66471375195292026,0.70051558346148157,0.7408410389291229,0.78313801720592324,0.82481569053062975,0.77111670681939326,9.9863263848076381E-2,-9.9863263848021175E-2,-9.9863263848055078E-2]
[null,"1462.5",0.84221736057475449,0.88528279292566747,0.98387303439624296,0.98977215546899533,0.99411445996565262,0.99696717468914531,0.99860271336420581,0.99940573943188771,0.99980848215435125,1,0.99964152862869793,0.99839916729082445,0.99625121677002326,0.99325481953958716,0.98965987529511934,0.6407063945099708,0.61400118924961677,0.61179494066639439,0.62838535140805718,0.65700686904469197,0.69318891025046092,0.73396695086973829,0.77680343014353004,0.81910176756088138,0.76438573604124749,9.3676962882514855E-2,-9.3676962882495246E-2,-9.3676962882504336E-2]
[null,"1471",0.84952127842926017,0.8929742087215693,0.98321777293143731,0.98851186682320935,0.99258229452040736,0.99541000574476823,0.99719927701743261,0.9982402827939445,0.99894855345882816,0.99964152862869793,1,0.9995496589088213,0.99818742016157713,0.9959542317806096,0.99306249325614804,0.62531447557622066,0.59859184823495548,0.59657095310814867,0.61348046984325633,0.64255200221679099,0.67931545511632341,0.72081587873697228,0.7645370788881134,0.80787123510856385,0.7516985138183242,8.5669084887296604E-2,-8.5669084887201055E-2,-8.5669084887255359E-2]
[null,"1479.5",0.85854354050054815,0.90211507105580269,0.98243299014056418,0.98686812189654327,0.99046206046231111,0.99311091517154082,0.99495256039393498,0.99617794548925254,0.99717625957347067,0.99839916729082445,0.9995496589088213,1,0.99954147399194071,0.99819277805069595,0.99612082985409878,0.60631303718300544,0.57950760744324648,0.57764281318462551,0.59486869918958496,0.62441586997818854,0.66181543472040394,0.70412455249226213,0.74885360212237762,0.79338319516127764,0.73560584096299586,7.6975741837608441E-2,-7.6975741837678274E-2,-7.6975741837652586E-2]
[null,"1488",0.86760187153104051,0.91113165924645212,0.98111064985488772,0.98460260742163952,0.98764230042165446,0.99004362801123857,0.99188150364949768,0.99325139575812815,0.9945141544683872,0.99625121677002326,0.99818742016157713,0.99954147399194071,1,0.99955295028698932,0.99832042355328154,0.58652012323047442,0.55962853692566605,0.55789708809691096,0.57540279302093211,0.60538151634965687,0.64337123821954423,0.6864429723124077,0.73213708178819248,0.77782586994742753,0.71856265657649843,6.8687387247244852E-2,-6.8687387247308745E-2,-6.8687387247279408E-2]
[null,"1496.5",0.87617665385234966,0.91957573184597652,0.97908028199629193,0.98160926908345258,0.98407705471159479,0.98621104506859547,0.98802308720447007,0.98951689323371961,0.99102507676768636,0.99325481953958716,0.9959542317806096,0.99819277805069595,0.99955295028698932,1,0.99960432355700202,0.56682749113594477,0.53987584572198644,0.53826399858522445,0.55600729126716963,0.58635767385486737,0.6248636870042894,0.66861325158394813,0.71518122586894928,0.76193399490912472,0.70136712813873181,6.0760400082725763E-2,-6.076040008264387E-2,-6.0760400082678516E-2]
[null,"1505",0.88377224089658279,0.92700369487987744,0.97644183653320948,0.97806085226623096,0.97999121479121054,0.98187150862084982,0.98365166407042282,0.98525189389764545,0.98697994782923604,0.98965987529511934,0.99306249325614804,0.99612082985409878,0.99832042355328154,0.99960432355700202,1,0.54847393302423897,0.52149704949695153,0.51998952075116556,0.53791990906388476,0.56856477467596445,0.60748801751993453,0.65179457030456001,0.69909634713248514,0.74675615658966188,0.68516211941226213,5.3647887724699167E-2,-5.3647887724633095E-2,-5.3647887724653398E-2]
[null,"1913",0.26146989670778653,0.3137647002667292,0.57446175850424841,0.60284093975681896,0.62539934452247847,0.64099273525809131,0.64916747622372895,0.65148514537164104,0.64926304841440863,0.6407063945099708,0.62531447557622066,0.60631303718300544,0.58652012323047442,0.56682749113594477,0.54847393302423897,1,0.99911746801600076,0.99863697902837112,0.9989472016828328,0.99851888628656538,0.99573557484373454,0.98907804056210624,0.97735420951463181,0.95987436008202931,0.97054375907089752,0.21819711691691362,-0.21819711691693919,-0.21819711691695304]
[null,"1921.5",0.23187029099725609,0.2847748340484948,0.54462094696480989,0.5734920368101607,0.59672949081763971,0.61301582041422753,0.62176046590322753,0.62446554806589938,0.62246547473960068,0.61400118924961677,0.59859184823495548,0.57950760744324648,0.55962853692566605,0.53987584572198644,0.52149704949695153,0.99911746801600076,1,0.99988776275142965,0.99950714927697371,0.99770994741907681,0.99307765144613003,0.98422282385806237,0.97007734949224123,0.95007188666363496,0.96260968261079605,0.21479454714709548,-0.21479454714700602,-0.21479454714708446]
[null,"1930",0.22811058465294257,0.28171786629191192,0.54045796043262562,0.56956115544709596,0.5931365020306647,0.60979535793671646,0.6188869491292599,0.62186384375523351,0.62006841716576155,0.61179494066639439,0.59657095310814867,0.57764281318462551,0.55789708809691096,0.53826399858522445,0.51998952075116556,0.99863697902837112,0.99988776275142965,1,0.99967562361226203,0.99784813471842881,0.99312132631324168,0.98412817237789418,0.96981913678139242,0.94964050108440179,0.96191102740190149,0.21105158748356453,-0.21105158748353969,-0.2110515874835546]
[null,"1938.5",0.24398628730004138,0.298393360708055,0.55598407096916358,0.58514728448825359,0.60881526234147587,0.62560583641722978,0.63486851885517159,0.63802108914928479,0.63640773846787058,0.62838535140805718,0.61348046984325633,0.59486869918958496,0.57540279302093211,0.55600729126716963,0.53791990906388476,0.9989472016828328,0.99950714927697371,0.99967562361226203,1,0.99915877331283454,0.99566751233341355,0.98809944249585746,0.97533749089698385,0.95676101678275205,0.96721081736085257,0.20734342261627781,-0.20734342261623975,-0.20734342261626029]
[null,"1947",0.27338413386195642,0.32855750545431633,0.5842757490811481,0.61329098179500319,0.63683359126206274,0.65356939059668295,0.66287967878927179,0.66614841184854801,0.66471375195292026,0.65700686904469197,0.64255200221679099,0.62441586997818854,0.60538151634965687,0.58635767385486737,0.56856477467596445,0.99851888628656538,0.99770994741907681,0.99784813471842881,0.99915877331283454,1,0.99862069386256425,0.99351488361448137,0.98345235003108356,0.96768800128959442,0.97520121410555238,0.20320669465843236,-0.20320669465845084,-0.20320669465845656]
[null,"1955.5",0.31229206524314934,0.36816830100057968,0.62093578168645081,0.64956730792697936,0.6727487992506459,0.68923246670097005,0.69845903779971186,0.70177857199008942,0.70051558346148157,0.69318891025046092,0.67931545511632341,0.66181543472040394,0.64337123821954423,0.6248636870042894,0.60748801751993453,0.99573557484373454,0.99307765144613003,0.99312132631324168,0.99566751233341355,0.99862069386256425,1,0.9980973483196236,0.99156186998035267,0.97949920372125432,0.98328016193314949,0.19896376723458575,-0.19896376723458037,-0.19896376723458062]
[null,"1964",0.35820668559130436,0.41461082684864531,0.66296775092986737,0.69094832119836058,0.71352917897054768,0.72957528166876595,0.73860523278453993,0.74192734885880951,0.7408410389291229,0.73396695086973829,0.72081587873697228,0.70412455249226213,0.6864429723124077,0.66861325158394813,0.65179457030456001,0.98907804056210624,0.98422282385806237,0.98412817237789418,0.98809944249585746,0.99351488361448137,0.9980973483196236,1,0.99765146979768826,0.99000871214787134,0.98928480027631915,0.19357658508802744,-0.19357658508798764,-0.19357658508800188]
[null,"1972.5",0.40942133809104669,0.46606389458562902,0.7078487610117068,0.73486585958738593,0.75659152456996515,0.7720170882224322,0.78074659281471448,0.78403288463298348,0.78313801720592324,0.77680343014353004,0.7645370788881134,0.74885360212237762,0.73213708178819248,0.71518122586894928,0.69909634713248514,0.97735420951463181,0.97007734949224123,0.96981913678139242,0.97533749089698385,0.98345235003108356,0.99156186998035267,0.99765146979768826,1,0.99732753710033961,0.99143306141230081,0.18701490995228751,-0.18701490995222855,-0.18701490995226788]
[null,"1981",0.46319349303557733,0.51984114491367484,0.75296095559890253,0.77869947996978039,0.79932238473342876,0.81395453342089041,0.82228719268343198,0.82550447162224927,0.82481569053062975,0.81910176756088138,0.80787123510856385,0.79338319516127764,0.77782586994742753,0.76193399490912472,0.74675615658966188,0.95987436008202931,0.95007188666363496,0.94964050108440179,0.95676101678275205,0.96768800128959442,0.97949920372125432,0.99000871214787134,0.99732753710033961,1,0.98844627946159169,0.17896842978094088,-0.17896842978096222,-0.1789684297809517]
[null,"2491",0.40307773714822137,0.45697486300923551,0.69690903067424992,0.72446114029906794,0.74628445397983834,0.7614379791049174,0.76967413849660038,0.77243828435929074,0.77111670681939326,0.76438573604124749,0.7516985138183242,0.73560584096299586,0.71856265657649843,0.70136712813873181,0.68516211941226213,0.97054375907089752,0.96260968261079605,0.96191102740190149,0.96721081736085257,0.97520121410555238,0.98328016193314949,0.98928480027631915,0.99143306141230081,0.98844627946159169,1,0.19892026296695028,-0.19892026296680057,-0.19892026296684964]
[null,"Class-HIGH",3.9767667043406868E-2,3.3577120568727796E-2,0.1171089707587442,0.1215409193776342,0.1208431530119322,0.11675802647546438,0.11090631650175325,0.10501743429729968,9.9863263848076381E-2,9.3676962882514855E-2,8.5669084887296604E-2,7.6975741837608441E-2,6.8687387247244852E-2,6.0760400082725763E-2,5.3647887724699167E-2,0.21819711691691362,0.21479454714709548,0.21105158748356453,0.20734342261627781,0.20320669465843236,0.19896376723458575,0.19357658508802744,0.18701490995228751,0.17896842978094088,0.19892026296695028,1,-0.99999999999999811,-1]
[null,"Class-LOW",-3.9767667043406674E-2,-3.3577120568684574E-2,-0.11710897075877696,-0.12154091937765531,-0.12084315301197843,-0.11675802647546124,-0.1109063165017693,-0.10501743429732553,-9.9863263848021175E-2,-9.3676962882495246E-2,-8.5669084887201055E-2,-7.6975741837678274E-2,-6.8687387247308745E-2,-6.076040008264387E-2,-5.3647887724633095E-2,-0.21819711691693919,-0.21479454714700602,-0.21105158748353969,-0.20734342261623975,-0.20320669465845084,-0.19896376723458037,-0.19357658508798764,-0.18701490995222855,-0.17896842978096222,-0.19892026296680057,-0.99999999999999811,1,1]
[null,"Class",-3.976766704341534E-2,-3.3577120568711427E-2,-0.11710897075877295,-0.12154091937764457,-0.12084315301196137,-0.11675802647548079,-0.11090631650178086,-0.10501743429728397,-9.9863263848055078E-2,-9.3676962882504336E-2,-8.5669084887255359E-2,-7.6975741837652586E-2,-6.8687387247279408E-2,-6.0760400082678516E-2,-5.3647887724653398E-2,-0.21819711691695304,-0.21479454714708446,-0.2110515874835546,-0.20734342261626029,-0.20320669465845656,-0.19896376723458062,-0.19357658508800188,-0.18701490995226788,-0.1789684297809517,-0.19892026296684964,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1515.8893166071998,1.0963275272008114E-2]
[null,"R²(McFadden)",0,0.99999276776005219]
[null,"R²(Cox and Snell)",0,0.74983365635385524]
[null,"R²(Nagelkerke)",0,0.9886321445641133]
[null,"AIC",1517.8893166071998,54.010963275272005]
[null,"SBC",1522.8869125901817,188.94605481578404]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.513:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1515.8783533319279,0]
[null,"Score",26,1094.0033743083477,0]
[null,"Wald",26,0.81587303804144873,0.999999999999999]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,2.656949879230464E-24,0.99999999999869948,1.523208642550955E-13,0.99999968859917476]
[null,"1165",1,1.5763460822672426E-24,0.99999999999899825,0,1]
[null,"1403",1,3.3493887600384854E-26,0.99999999999985401,1.3278267374516872E-13,0.99999970925599657]
[null,"1411.5",1,5.800921568387512E-28,0.99999999999998079,0,1]
[null,"1420",1,3.3314267988994914E-25,0.99999999999953948,3.1974423109204508E-14,0.9999998573271226]
[null,"1428.5",1,1.7412019134728427E-24,0.99999999999894718,0,1]
[null,"1437",1,8.887001314031418E-25,0.99999999999924782,0,1]
[null,"1445.5",1,6.3652433400053677E-26,0.99999999999979872,0,1]
[null,"1454",1,2.036783252317548E-25,0.99999999999963995,0,1]
[null,"1462.5",1,1.8904135476157468E-26,0.99999999999989031,0,1]
[null,"1471",1,1.1425744611075643E-25,0.99999999999973033,0,1]
[null,"1479.5",1,4.3828234023875982E-27,0.99999999999994715,3.5749007920582443E-13,0.99999952294103844]
[null,"1488",1,1.431539989221381E-25,0.99999999999969813,0,1]
[null,"1496.5",1,2.1496626201861075E-25,0.99999999999963007,0,1]
[null,"1505",1,8.9419075261918286E-26,0.99999999999976141,4.2630829422130034E-14,0.99999983525890335]
[null,"1913",1,3.163833340248797E-29,0.99999999999999556,0,1]
[null,"1921.5",1,9.7718626103009417E-31,0.99999999999999922,2.0827783941967937E-13,0.99999963586569685]
[null,"1930",1,1.7875425845995554E-29,0.99999999999999667,0,1]
[null,"1938.5",1,1.9879848561866617E-27,0.99999999999996447,0,1]
[null,"1947",1,9.9019636226941975E-28,0.99999999999997491,0,1]
[null,"1955.5",1,1.1960429891280782E-28,0.99999999999999123,0,1]
[null,"1964",1,1.0775554131367748E-27,0.9999999999999738,0,1]
[null,"1972.5",1,8.6166835456007934E-28,0.99999999999997657,0,1]
[null,"1981",1,6.1977292257608548E-29,0.99999999999999367,0,1]
[null,"2491",1,1.5159305495144484E-29,0.99999999999999689,7.9488499116209255E-14,0.99999977504678217]
[null,"Class",1,0.64755530843637232,0.42098807890824264,1262.4343774974243,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.6784649150068175E-3,1,0.95872479838432334]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.203927257247932,781.39983843961897,2.4392290659197124E-4,0.98753912041471004,-1519.311613609822,1543.7194681243177]
[null,"961",1.763078338607916E-8,10816.329995659138,2.6569498792304643E-24,0.99999999999869948,-21199.617236374557,21199.617236409817]
[null,"1165",-1.6125783799037518E-8,12843.844737885969,1.5763460822672424E-24,0.99999999999899825,-25173.473109296912,25173.473109264658]
[null,"1403",-1.3790865121437131E-8,75354.420042263315,3.349388760038486E-26,0.99999999999985401,-147691.94935875307,147691.94935872548]
[null,"1411.5",-5.3067529907759922E-9,220333.42047748758,5.8009215683875111E-28,0.99999999999998079,-431845.5687264009,431845.56872639031]
[null,"1420",1.5158272189658912E-7,262624.09189801238,3.3314267988994919E-25,0.99999999999953948,-514733.76159248996,514733.7615927931]
[null,"1428.5",-3.2525696204491115E-7,246491.54866427314,1.7412019134728423E-24,0.99999999999894718,-483114.55787580257,483114.55787515204]
[null,"1437",2.3120480750102301E-7,245255.77252086042,8.8870013140314198E-25,0.99999999999924782,-480692.48114120337,480692.48114166578]
[null,"1445.5",5.7560030409473902E-8,228146.34160616947,6.3652433400053689E-26,0.99999999999979872,-447158.61275260657,447158.6127527217]
[null,"1454",-1.0453388770098806E-7,231624.60666105212,2.0367832523175476E-25,0.99999999999963995,-453975.8869890229,453975.88698881381]
[null,"1462.5",-3.3207265684587654E-8,241520.89333499182,1.8904135476157471E-26,0.99999999999989031,-473372.25245055702,473372.25245049066]
[null,"1471",8.4142993440255223E-8,248929.11897162569,1.1425744611075643E-25,0.99999999999973033,-487892.10788758838,487892.10788775672]
[null,"1479.5",-1.6904557488178257E-8,255344.68399047345,4.3828234023875989E-27,0.99999999999994715,-500466.38426510605,500466.38426507229]
[null,"1488",-1.0988281784128183E-7,290421.01961727685,1.4315399892213807E-25,0.99999999999969813,-569214.73880337295,569214.73880315316]
[null,"1496.5",1.3236442914912682E-7,285486.86967183359,2.1496626201861079E-25,0.99999999999963007,-559543.98261574155,559543.98261600628]
[null,"1505",-4.6323499857880674E-8,154912.43371839228,8.9419075261918286E-26,0.99999999999976141,-303622.79084554344,303622.79084545077]
[null,"1913",1.5000433557383729E-10,26668.403193025741,3.1638333402487981E-29,0.99999999999999556,-52269.109783523265,52269.109783523571]
[null,"1921.5",-4.1923890796100806E-11,42410.452373936401,9.7718626103009453E-31,0.99999999999999922,-83122.959220966615,83122.959220966528]
[null,"1930",-1.8078524205934383E-10,42759.712515542749,1.7875425845995557E-29,0.99999999999999667,-83807.496519750537,83807.496519750188]
[null,"1938.5",1.9519365181134004E-9,43778.32623957163,1.9879848561866614E-27,0.99999999999996447,-85803.942733003249,85803.942733007148]
[null,"1947",-1.410250485219755E-9,44816.258301123809,9.9019636226941993E-28,0.99999999999997491,-87838.252192048283,87838.25219204546]
[null,"1955.5",-5.3101181402181656E-10,48554.645603106299,1.1960429891280782E-28,0.99999999999999123,-95165.356664194944,95165.356664193896]
[null,"1964",-1.7249540792821823E-9,52548.186373243756,1.077555413136775E-27,0.9999999999999738,-102992.55274445791,102992.55274445444]
[null,"1972.5",1.7418987838062767E-9,59340.724477551164,8.6166835456007916E-28,0.99999999999997657,-116305.68279251292,116305.68279251641]
[null,"1981",3.1229743333394316E-10,39669.078838133129,6.1977292257608537E-29,0.99999999999999367,-77749.965822620623,77749.965822621234]
[null,"2491",8.3773927077352988E-12,2151.6380797567072,1.5159305495144487E-29,0.99999999999999689,-4217.1331440880576,4217.133144088074]
[null,"Class-HIGH",-24.407890648381652,30.331355200758214,0.64755530843637232,0.42098807890824264,-83.85625444415939,35.040473147396092,2.510659266301919E-11,3.8167298532061834E-37,1651521117265518.5]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",2.157329477084221E-10,132.35025933067712,2.6569498792304636E-24,0.99999999999869948,-259.40174163244762,259.40174163287907]
[null,"1165",-2.5655610963848685E-10,204.34149929192589,1.5763460822672429E-24,0.99999999999899825,-400.50197915934814,400.50197915883507]
[null,"1403",-5.3115990816892339E-10,2902.3013768406772,3.349388760038486E-26,0.99999999999985401,-5688.4061708892687,5688.4061708882064]
[null,"1411.5",-2.0217733619656477E-10,8394.2900874875977,5.8009215683875111E-28,0.99999999999998079,-16452.506247257472,16452.506247257064]
[null,"1420",5.6408894183995427E-9,9773.1023857384771,3.3314267988994919E-25,0.99999999999953948,-19154.928693264246,19154.928693275531]
[null,"1428.5",-1.1841919226028358E-8,8974.23683363899,1.7412019134728431E-24,0.99999999999894718,-17589.18098267703,17589.180982653346]
[null,"1437",8.285446502063739E-9,8788.9763388026076,8.8870013140314198E-25,0.99999999999924782,-17226.077085019526,17226.077085036093]
[null,"1445.5",2.0434732933785673E-9,8099.5606280551301,6.3652433400053689E-26,0.99999999999979872,-15874.847121584629,15874.847121588715]
[null,"1454",-3.6885969633317375E-9,8173.1373390295266,2.036783252317548E-25,0.99999999999963995,-16019.05482520109,16019.054825193713]
[null,"1462.5",-1.1639793162410365E-9,8465.7775485702095,1.8904135476157471E-26,0.99999999999989031,-16592.619096326558,16592.61909632423]
[null,"1471",2.9265163947078279E-9,8657.8230462872434,1.1425744611075641E-25,0.99999999999973033,-16969.021355240926,16969.021355246776]
[null,"1479.5",-5.8279844158025946E-10,8803.2167656279162,4.3828234023875989E-27,0.99999999999994715,-17253.987808730475,17253.987808729311]
[null,"1488",-3.7462817052899678E-9,9901.447505609136,1.4315399892213812E-25,0.99999999999969813,-19406.480505811604,19406.480505804109]
[null,"1496.5",4.4457810749885285E-9,9588.7704159159821,2.149662620186107E-25,0.99999999999963007,-18793.644671214031,18793.644671222923]
[null,"1505",-1.5266955731574072E-9,5105.4891687911841,8.9419075261918286E-26,0.99999999999976141,-10006.574894291582,10006.574894288529]
[null,"1913",6.7300002804087603E-12,1196.4878233720899,3.1638333402487975E-29,0.99999999999999556,-2345.0730417500104,2345.073041750024]
[null,"1921.5",-1.9326191589779149E-12,1955.048809697143,9.7718626103009417E-31,0.99999999999999922,-3831.8252550243033,3831.8252550242996]
[null,"1930",-8.333503389068073E-12,1971.0580637266944,1.7875425845995557E-29,0.99999999999999667,-3863.202816341583,3863.2028163415666]
[null,"1938.5",8.8026357997354143E-11,1974.2684161747989,1.9879848561866621E-27,0.99999999999996447,-3869.4949915174516,3869.494991517628]
[null,"1947",-6.1428971431782175E-11,1952.1472814314341,9.9019636226941957E-28,0.99999999999997491,-3826.1383641234484,3826.1383641233256]
[null,"1955.5",-2.2258705414073326E-11,2035.2909755033636,1.1960429891280785E-28,0.99999999999999123,-3989.0970100460077,3989.0970100459631]
[null,"1964",-6.9514586480616569E-11,2117.6595307177708,1.0775554131367746E-27,0.9999999999999738,-4150.536411724891,4150.5364117247527]
[null,"1972.5",6.7688392196662776E-11,2305.9194190914022,8.6166835456007952E-28,0.99999999999997657,-4519.5190126706029,4519.5190126707375]
[null,"1981",1.1765073308455406E-11,1494.4395015583602,6.1977292257608537E-29,0.99999999999999367,-2929.0476001283637,2929.0476001283873]
[null,"2491",2.8214890352307798E-13,72.466738299292572,1.5159305495144493E-29,0.99999999999999689,-142.03219714370249,142.03219714370306]
[null,"Class-HIGH",-6.7261835838222677,8.3585372601605403,0.64755530843637255,0.42098807890824252,-23.108615577173026,9.6562484095284891]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
[null,"Obs1","HIGH","HIGH",0.9999949894676966,5.0105323033485622E-6]
[null,"Obs3","LOW","LOW",5.0107133437288269E-6,0.99999498928665631]
[null,"Obs5","HIGH","HIGH",0.99999498946769638,5.0105323037419531E-6]
[null,"Obs6","LOW","LOW",5.0107133421522784E-6,0.99999498928665786]
[null,"Obs7","LOW","LOW",5.0107133424545658E-6,0.99999498928665764]
[null,"Obs8","HIGH","HIGH",0.99999498946769683,5.0105323033060539E-6]
[null,"Obs9","HIGH","HIGH",0.99999498946769727,5.0105323028538314E-6]
[null,"Obs10","HIGH","HIGH",0.99999498946769683,5.0105323031992481E-6]
[null,"Obs11","HIGH","HIGH",0.99999498946769638,5.01053230354164E-6]
[null,"Obs12","HIGH","HIGH",0.99999498946769683,5.0105323032561314E-6]
[null,"Obs13","LOW","LOW",5.0107133424917175E-6,0.99999498928665742]
[null,"Obs17","LOW","LOW",5.0107133421840895E-6,0.99999498928665786]
[null,"Obs18","LOW","LOW",5.0107133421363719E-6,0.99999498928665786]
[null,"Obs19","LOW","LOW",5.0107133422515837E-6,0.99999498928665764]
[null,"Obs22","LOW","LOW",5.0107133425664834E-6,0.99999498928665742]
[null,"Obs23","HIGH","HIGH",0.99999498946769572,5.0105323042495105E-6]
[null,"Obs24","HIGH","HIGH",0.9999949894676966,5.0105323035260012E-6]
[null,"Obs25","HIGH","HIGH",0.9999949894676966,5.010532303516229E-6]
[null,"Obs27","LOW","LOW",5.0107133424259852E-6,0.99999498928665764]
[null,"Obs29","LOW","LOW",5.0107133424786419E-6,0.99999498928665742]
[null,"Obs30","LOW","LOW",5.0107133426938009E-6,0.9999949892866572]
[null,"Obs32","HIGH","HIGH",0.99999498946769683,5.0105323031642877E-6]
[null,"Obs33","HIGH","HIGH",0.9999949894676966,5.0105323033220653E-6]
[null,"Obs34","HIGH","HIGH",0.99999498946769638,5.0105323036983047E-6]
[null,"Obs35","HIGH","HIGH",0.99999498946769683,5.0105323032900322E-6]
[null,"Obs36","LOW","LOW",5.0107133421647204E-6,0.99999498928665786]
[null,"Obs37","LOW","LOW",5.0107133421507469E-6,0.99999498928665786]
[null,"Obs39","HIGH","HIGH",0.9999949894676966,5.0105323035183203E-6]
[null,"Obs40","LOW","LOW",5.0107133424246859E-6,0.99999498928665764]
[null,"Obs41","LOW","LOW",5.0107133425980998E-6,0.99999498928665742]
[null,"Obs44","HIGH","HIGH",0.99999498946769705,5.0105323030615409E-6]
[null,"Obs45","HIGH","HIGH",0.99999498946769683,5.010532303197388E-6]
[null,"Obs46","LOW","LOW",5.010713342607036E-6,0.99999498928665742]
[null,"Obs48","LOW","LOW",5.0107133426328755E-6,0.99999498928665742]
[null,"Obs49","LOW","LOW",5.01071334226862E-6,0.99999498928665764]
[null,"Obs50","LOW","LOW",5.0107133420159975E-6,0.99999498928665786]
[null,"Obs53","LOW","LOW",5.0107133424327327E-6,0.99999498928665764]
[null,"Obs55","LOW","LOW",5.0107133423793459E-6,0.99999498928665764]
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[null,"Obs1301","LOW","LOW",5.0107133425104268E-6,0.99999498928665742]
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[null,"Obs1319","HIGH","HIGH",0.99999498946769727,5.0105323027622629E-6]
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[null,"Obs1417","LOW","LOW",5.0107133425083803E-6,0.99999498928665742]
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[null,"Obs1498","LOW","LOW",5.0107133422561856E-6,0.99999498928665764]
[null,"Obs1501","LOW","LOW",5.0107133435382166E-6,0.99999498928665653]
[null,"Obs1502","LOW","LOW",5.0107133430122972E-6,0.99999498928665698]
[null,"Obs1503","LOW","LOW",5.0107133431277486E-6,0.99999498928665675]
[null,"Obs1506","LOW","LOW",5.0107133423499733E-6,0.99999498928665764]
[null,"Obs1507","LOW","LOW",5.0107133424188828E-6,0.99999498928665764]
[null,"Obs1510","LOW","LOW",5.0107133424855138E-6,0.99999498928665742]
[null,"Obs1513","LOW","LOW",5.0107133425982065E-6,0.99999498928665742]
[null,"Obs1518","LOW","LOW",5.0107133423730253E-6,0.99999498928665764]
[null,"Obs1523","LOW","LOW",5.0107133422606622E-6,0.99999498928665764]
[null,"Obs1527","LOW","LOW",5.0107133424174319E-6,0.99999498928665764]
[null,"Obs1529","LOW","LOW",5.0107133426297415E-6,0.99999498928665742]
[null,"Obs1533","LOW","LOW",5.0107133427045083E-6,0.9999949892866572]
[null,"Obs1537","LOW","LOW",5.0107133422092786E-6,0.99999498928665786]
[null,"Obs1539","LOW","LOW",5.0107133421046404E-6,0.99999498928665786]
[null,"Obs1540","LOW","LOW",5.0107133421577697E-6,0.99999498928665786]
[null,"Obs1546","LOW","LOW",5.0107133425123936E-6,0.99999498928665742]
[null,"Obs1554","LOW","LOW",5.0107133419325716E-6,0.99999498928665809]
[null,"Obs1563","LOW","LOW",5.0107133430591949E-6,0.99999498928665698]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",533,0,533,1]
[null,"LOW",0,561,561,1]
[null,"Total",533,561,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000133]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",205,0,205,1]
[null,"LOW",0,265,265,1]
[null,"Total",205,265,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000007]

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[-1.3432831236226406E-14,8.9126559714694138E-3]
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[-1.3432831236226406E-14,3.5650623885817136E-3]
[-1.3432831236226406E-14,1.7825311942858135E-3]
[-1.3432831236226406E-14,-1.0086549651067145E-14]

{"sheet":"SVM2","index":91,"n_rows":3563,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 13:00:56 / End time: 07/29/2023 at 13:01:58 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1178646919"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28483009131627057,2.1328481474028233E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42624174698354639,2.7836723162150859E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1281581877513707,6.8100048665272944E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2063751292504572,6.7416623473833218E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2571922453382083,6.587315587006784E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2892719456124315,6.4451602976072733E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3075571930530154,6.342264678906917E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.31592831846435,6.280545660057249E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3164401557586844,6.2390502426359344E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3068362469835448,6.1921363095257857E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2864904910420492,6.136422538316208E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2590663111517386,6.0747885520044557E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2278634829981721,5.9998651245654532E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1945166581352842,5.9042804080429376E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1609897619744056,5.7881006929678715E-2]
[null,"1913",1094,0,1094,1.6353717000000001,2.1481306999999998,1.8173415323583191,8.0529157698905396E-2]
[null,"1921.5",1094,0,1094,1.6491547,2.1559681999999998,1.8341471840950674,8.2609251825034508E-2]
[null,"1930",1094,0,1094,1.6510549000000001,2.1557301999999998,1.8359543019195628,8.2542764345261491E-2]
[null,"1938.5",1094,0,1094,1.6443964,2.1497771999999999,1.8260207077696518,8.0761924216023642E-2]
[null,"1947",1094,0,1094,1.6316877999999999,2.1389368000000002,1.8086578782449729,7.8027907046423636E-2]
[null,"1955.5",1094,0,1094,1.6157933,2.1263702000000002,1.7870286541133453,7.5119419336577578E-2]
[null,"1964",1094,0,1094,1.5971664000000001,2.1109357000000002,1.7623087063071285,7.2237455776721346E-2]
[null,"1972.5",1094,0,1094,1.5767682000000001,2.0952324999999998,1.7353199662705687,6.9665467617605753E-2]
[null,"1981",1094,0,1094,1.5546857999999999,2.0782440000000002,1.7068692595063988,6.7532421180577604E-2]
[null,"2491",1094,0,1094,1.6219298,2.0716627000000001,1.7665833308043872,6.0279520702698056E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",526,526,48.080438756855578]
[null,"","LOW",568,568,51.919561243144422]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.4053486,0.28562302787234067,2.24091221062886E-2]
[null,"1165",470,0,470,0.3717763,0.58655199999999996,0.42710644617021237,2.8842869112186177E-2]
[null,"1403",470,0,470,1.0013814000000001,1.5929438,1.129283137659574,6.8808185365689903E-2]
[null,"1411.5",470,0,470,1.0754665000000001,1.6706795000000001,1.207471648936169,6.7972212023154302E-2]
[null,"1420",470,0,470,1.1256914,1.7136446000000001,1.2582776985106374,6.6318513944492494E-2]
[null,"1428.5",470,0,470,1.1584684999999999,1.7367665999999999,1.2903605821276594,6.4807102153536286E-2]
[null,"1437",470,0,470,1.1778192999999999,1.748472,1.3086694199999993,6.3756848438265568E-2]
[null,"1445.5",470,0,470,1.1873448,1.7533439,1.3170483482978725,6.3162422823170444E-2]
[null,"1454",470,0,470,1.1894269,1.7512528999999999,1.3175749976595759,6.2788537538843725E-2]
[null,"1462.5",470,0,470,1.1827030999999999,1.7392904,1.3079741097872335,6.2409161729784453E-2]
[null,"1471",470,0,470,1.1666679,1.7157524,1.2876358191489363,6.1995886006939109E-2]
[null,"1479.5",470,0,470,1.1442102999999999,1.684183,1.2602086746808503,6.1517474946773225E-2]
[null,"1488",470,0,470,1.1183422000000001,1.6473222999999999,1.2289974531914896,6.0892219003313097E-2]
[null,"1496.5",470,0,470,1.0888263,1.6058223,1.1956365423404258,6.0016876944498809E-2]
[null,"1505",470,0,470,1.0564914999999999,1.5626545000000001,1.1620813061702135,5.8912642875779374E-2]
[null,"1913",470,0,470,1.6189625000000001,2.1340759,1.8181095091489365,7.8050835391244147E-2]
[null,"1921.5",470,0,470,1.6346734000000001,2.1429162000000002,1.8350749246808513,8.0332935539135925E-2]
[null,"1930",470,0,470,1.6372139000000001,2.1423665999999999,1.8369272219148929,8.0380827985706324E-2]
[null,"1938.5",470,0,470,1.6299722000000001,2.1370486999999998,1.8269928665957451,7.863725303649248E-2]
[null,"1947",470,0,470,1.6163076000000001,2.1258743,1.8095767663829789,7.592673656205666E-2]
[null,"1955.5",470,0,470,1.5989156,2.1132555000000002,1.7878860142553195,7.2979668902409922E-2]
[null,"1964",470,0,470,1.5788096,2.0999165,1.7631394544680856,7.0139173851583733E-2]
[null,"1972.5",470,0,470,1.5564198,2.0830019000000002,1.7361216663829793,6.7601592387673215E-2]
[null,"1981",470,0,470,1.5321762999999999,2.0672019000000001,1.7076384206382973,6.5535610363301994E-2]
[null,"2491",470,0,470,1.6138323999999999,2.0547589999999998,1.767048257021278,5.9287276053821641E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",212,212,45.106382978723403]
[null,"","LOW",258,258,54.893617021276597]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-1.8563626103058302]
[null,"Number of support vectors",843]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs1529",-1,100,6.2642570973987441E-2,6.4325845564339096E-2,0.13727361454778966,0.14086841844222364,0.14398247565183164,0.14618237276934548,0.14746951995071464,0.14764162133731359,0.146554277806516,0.14270596546669109,0.13700251971436775,0.13027390929035479,0.12130511018737589,0.11184315212674893,0.10314322394686432,0.47768483829635361,0.50241696403114777,0.50705493215142472,0.49188374390162815,0.46747415963363143,0.43564387656394143,0.40204309599658805,0.36604294644780755,0.33146209915153652,0.37926422549917965]
[null,"Obs1530",-1,100,0.17622778768186784,0.19014044246010811,0.30675579167059547,0.31292126293674649,0.31889153554208971,0.32384864296297655,0.32750847638362357,0.32937249204080421,0.32951828147005408,0.32727777223899196,0.32336114330823368,0.31810751658995079,0.30694580766676827,0.29385931400347814,0.28176248073665627,0.63974186703695102,0.66434418183414645,0.66943002758407244,0.65626276265342898,0.63478725438591299,0.60765263763401711,0.57926621929336741,0.5476795605791952,0.51899578690583015,0.55131545857552355]
[null,"Obs1531",-1,100,0.20720810090670341,0.19842712611916682,0.26420810005682732,0.26557528302510686,0.26762241291624206,0.26963841527511645,0.27127753633822244,0.27198911926678293,0.27174324488398738,0.26965670720543017,0.26689723512423491,0.26361692204057841,0.25540324424327132,0.24589644229818858,0.23689838522622014,0.49913585134536903,0.5184522511732621,0.5234506226082396,0.51373122999528276,0.49611058868524149,0.47468207041877514,0.45151413289972742,0.42740069084795251,0.40471298128842226,0.45760383552103895]
[null,"Obs1532",-1,100,9.36434910959036E-2,8.9756582283219394E-2,0.1196839076798408,0.12063460320528663,0.12103613241681307,0.12072653299798754,0.12009187888406915,0.11924044242236448,0.11793671248129881,0.11552063279663929,0.11290332107526349,0.11013373277373591,0.10547002527101805,0.10052577271169193,9.5937147437436629E-2,0.23863978984279152,0.24758140815112464,0.24817124991058603,0.24143259894321273,0.23257138013086298,0.22088190828844778,0.20806439777542146,0.19368469535896699,0.17900932503778974,0.22070500067929208]
[null,"Obs1533",-1,100,0.10281883182855062,9.0276222788635313E-2,0.12688686397378318,0.12934679763863868,0.13077863086748698,0.13166119130164053,0.13192221282166069,0.13148312464805206,0.13047749450996435,0.12778281797744565,0.12397554084216554,0.11981132889994871,0.11351331563886911,0.10671195254060994,0.10052425034618839,0.32498873739905115,0.33958211452536313,0.34156793486822107,0.33223739406008329,0.31852068707873243,0.29870446547816776,0.27869571031200158,0.25663792087516912,0.23542081854510163,0.26727264116100896]
[null,"Obs1535",-1,100,0.12428355090382814,0.12274065276648165,0.17742589515744747,0.18121586975376633,0.18390969125275361,0.18552124136650877,0.18633101870035826,0.18625724896768947,0.1852841537692915,0.18290971346479182,0.17957464358480468,0.17565445750363021,0.16859494794353336,0.16089430079344338,0.15375048585508919,0.34932180615064762,0.36268509027482504,0.36615324744444577,0.35828725586725901,0.34682434070840923,0.33043543489726984,0.31382665332475085,0.29424417457479696,0.27598364422522648,0.31907739015758002]
[null,"Obs1550",1,100,0.18948521095711848,0.16391305975355347,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.15909208809596684,0.16586397165821343,0.16946935980421463,0.16804496728011833,0.165410478877238,0.16125132178913698,0.15816729415323155,0.15272295508099593,0.14793656178052403,0.13288220630512024]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",312,214,526,59.315589353612161]
[null,"Other classes",160,408,568,71.83098591549296]
[null,"Total",472,622,1094,65.813528336380259]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",127,85,212,59.905660377358494]
[null,"Other classes",78,180,258,69.767441860465112]
[null,"Total",205,265,470,65.319148936170208]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Performance metrics (HIGH versus the others):"]
[null,"Statistic","Training set","Validation set"]
[null,"Accuracy",0.65813528336380256,0.65319148936170213]
[null,"Recall",0.59315589353612164,0.59905660377358494]
[null,"FPR",0.28169014084507038,0.30232558139534882]
[null,"NER",0.51919561243144419,0.54893617021276597]
[]
[]
[null,"Positive class","LOW"]
[]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
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[null,"Obs15",1,100,0.24764841758199629,0.21637973572179664,0.23604991628803049,0.24150463675371281,0.24564201552621823,0.24860142875103103,0.25074919431317638,0.25187546592214793,0.25197758616643656,0.25056168149068819,0.24819203892562633,0.24489535569478302,0.23733443998533649,0.22824041913208412,0.21973740518158974,0.3782644478205161,0.38720791770542812,0.38842340808040343,0.38464203626255694,0.37770582100703975,0.36713588100049183,0.3561886628881869,0.34394499293393971,0.33049238842978673,0.36583714466964701]
[null,"Obs18",1,100,0.30106197404489421,0.27671180199893142,0.34301616647596833,0.34232573385593246,0.34113478523012397,0.33992883890447056,0.33972523246333758,0.33984967230318125,0.33980863352953594,0.33894348453760731,0.33778522249369752,0.33633271914848845,0.32890866125906676,0.31905809541367514,0.30882088533749819,0.3668768368765834,0.36994456540719645,0.37212025236820589,0.369689153208828,0.36863059365321565,0.3657946530679313,0.36270870992097004,0.35948087457516364,0.35578164948997054,0.3765263782124903]
[null,"Obs21",-1,100,0.23369850671880696,0.19266105622802918,0.21229648562625983,0.21764573472071397,0.22165621827435777,0.22420813452086533,0.22579504851503276,0.22627180389014923,0.2260573398809044,0.22453634786655416,0.22227115489919752,0.21935808198125431,0.21270492113432543,0.20499650559700319,0.1977255848398492,0.31236194781564031,0.31480455828426052,0.3141689319845849,0.31215669451629363,0.30829099712370067,0.30324952029752994,0.29676685625240729,0.2883544730080741,0.27826304697357424,0.33048371600120896]
[null,"Obs22",1,100,0.13102679855080801,0.10923204143511973,0.12104279376275752,0.12326805294496203,0.12448390801106593,0.12471852498866209,0.12447188695347267,0.12364676790386307,0.12277784069594974,0.12103303062963754,0.11875543760753642,0.11631405220506547,0.11182183465936232,0.10705981562730688,0.10231135591859999,0.19210857342338195,0.19659578918083284,0.197740804830353,0.19429586561262319,0.18977543573274652,0.18301865987278315,0.17470214744244125,0.16525072218087153,0.15454900715908954,0.20729681995691213]
[null,"Obs27",1,100,0.32393227519312973,0.28947753499150952,0.300817274735804,0.30046189493924919,0.30027038082725943,0.30006207095836096,0.29998158143595943,0.299871251410958,0.2995881070370745,0.29911982498428608,0.2986924725444251,0.29799288950505093,0.29234514659707167,0.2845097706592119,0.27688430287636745,0.32030427549784607,0.3221607159241025,0.32235855410399517,0.32155515207542507,0.31996297676289182,0.31692405198903417,0.3144810326346863,0.31081638600767714,0.30665969895992484,0.34242369192914301]
[null,"Obs31",1,14.868923534213042,0.20455220733413834,0.18935400551969156,0.18181265082807316,0.18701165292766619,0.19189461739238889,0.1955526454537137,0.19814881731759521,0.19944870276298682,0.20003693466747069,0.19956685361069423,0.19881821504712849,0.19767683422453836,0.19301063375010549,0.18748733848462784,0.18259179024939243,0.27206016861722543,0.27769603611584925,0.27859496987468957,0.2773813330462892,0.2739305548162736,0.26887369953478107,0.26325142432605436,0.25422271118763629,0.24513282381977808,0.30295737759012048]
[null,"Obs34",-1,100,0.2320298272854486,0.21101726349891267,0.26409071854685201,0.27219912606221852,0.27886754764460425,0.28380826721975427,0.28764465341844869,0.28967351890578069,0.29009171428892078,0.28830660902592531,0.28499526076889509,0.28062808608502171,0.27102273617243777,0.25969232430022576,0.24899175211699651,0.47807293484853514,0.49348172453969791,0.49659652453765812,0.49129666184390097,0.47925653870189994,0.46317449927719018,0.44754425770477119,0.42862758342281237,0.4099091562313415,0.43885604099677816]
[null,"Obs37",1,100,0.26370454501888158,0.24038052522145115,0.28554191077348828,0.28986673466221408,0.29293119570492554,0.29507812844541526,0.29691527493968839,0.29787357986085033,0.29799865797239572,0.29671505773140233,0.29460054257942053,0.29197626263970028,0.28394881171305286,0.27407282658297843,0.26438542879844079,0.37036892575264385,0.37491167855631319,0.37697862368140483,0.37414064800245672,0.37163878095373287,0.36645331976436835,0.36162086757616679,0.35306693247731807,0.34439112977315617,0.37532833377322383]
[null,"Obs41",1,100,0.17376454463549745,0.15419710947841966,0.16398308432101588,0.1689865272164473,0.17283128275152537,0.17542697644660538,0.17695359624969975,0.17757731458303624,0.17740832907360304,0.17597185526575235,0.17394072625589629,0.17110049155344598,0.1652624963415191,0.15855844835889252,0.15250189522913979,0.27122702868209053,0.27746557658783788,0.27922864463547137,0.27580192995064334,0.27098407291093712,0.26383763151055195,0.2559713085231054,0.24448317849464279,0.23281900655934726,0.29096270252854523]
[null,"Obs43",-1,100,0.23741062357429038,0.22244390979285844,0.30960639447322608,0.31673726927508455,0.3220514175929774,0.32601141763354957,0.32875047592432943,0.33060256872430832,0.3308492558820838,0.32938413145328849,0.32635408588431852,0.32245779189829277,0.31224675523754569,0.29985272335614122,0.28774555177541733,0.43800518372178732,0.44658340790053974,0.45007393862945155,0.44681000940281085,0.44212467644095904,0.4327015186155112,0.4242847908584646,0.41439285212115851,0.40319815447451673,0.42457556474076058]
[null,"Obs48",1,100,0.15407106024881631,0.13709797622653186,0.16150182713796807,0.16280191040357322,0.16333483473101176,0.16348094987654915,0.16368119905854753,0.163765334801208,0.1633544500322584,0.16196297921388089,0.15966309765039785,0.15709482169403974,0.15179840630144012,0.14546179744799942,0.1391478460979311,0.24636622662888427,0.2536921372457524,0.25656278403163374,0.25299437572618527,0.2469016203087637,0.23764804087298089,0.22880249948761031,0.21658347546783852,0.20611271106058496,0.21016674563946719]
[null,"Obs49",1,100,0.18425537217014581,0.16277270917487072,0.19901565171743313,0.20506157751365203,0.20976243451310442,0.213119779835693,0.2156238895795389,0.21692913086681986,0.21712346960049014,0.21548818371090214,0.21254461270336339,0.20878008864066974,0.20105216417520372,0.19206511155802705,0.18359872382647396,0.34590519132769976,0.35704613235440663,0.35952522344564908,0.35445549177966407,0.34686140337388538,0.33498421099740289,0.32343368901177988,0.30893448208488028,0.29521990105398038,0.31479418116842262]
[null,"Obs53",1,100,0.17763959974696636,0.15146755054329145,0.15842330989737977,0.15893185523561471,0.16078515128466436,0.1631103671665034,0.16520198412393328,0.16637559635924321,0.16650699054901039,0.1651371896208913,0.16301374099059662,0.15979583713417836,0.1538408198658115,0.14719375255420883,0.14097420560721463,0.39556146259743846,0.42114564825128015,0.42715246813148988,0.41515704593447184,0.39450723411973188,0.36765568516711189,0.34033874737163133,0.31216151237414047,0.28461076533611729,0.31965328754022648]
[null,"Obs54",1,100,0.21626842639983135,0.18785531738226413,0.21843934513540436,0.22071952345464854,0.22225801594497249,0.22334026009245467,0.22442752863317883,0.22497047224982447,0.22487090721542211,0.2232498814690323,0.22122741221304032,0.21868410559280577,0.21173519267765273,0.20337600687524687,0.19542922953283973,0.29911010825748552,0.30644783534771691,0.30837946695627866,0.30520668770954518,0.29967215312400824,0.29273455183734304,0.28531735936732683,0.27543458633506701,0.26585506635174461,0.28400635132541979]
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[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"Total",623,471,1094,65.722120658135282]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Other classes",85,127,212,59.905660377358494]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Accuracy",0.65722120658135286,0.65106382978723398]
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[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",311,215,526,59.125475285171106]
[]
[]
[null,"HIGH",127,85,212,59.905660377358494]
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[]
[]
[null,"Incorrectly classified observations",0.34277879341864714,0.34680851063829787]
[]
[null,"Class performance metrics for the training set:"]
[]
[null,"HIGH",0.59125475285171103,0.66029723991507427,0.62387161484453357,0.71830985915492962,0.31236608277402789]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
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[null,"Classification for the training sample:"]
[]
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{"sheet":"SVM1","index":93,"n_rows":3572,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 12:53:38 / End time: 07/29/2023 at 12:56:28 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 997255371"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28593063692870213,2.15585605196091E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42767470438756883,2.8100705448026168E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1313782108775146,6.865402902221858E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2095208672760491,6.796066063567191E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2602428829981711,6.6404413818271682E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.292246152285192,6.4963256318726861E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3104833209323581,6.3920056082910612E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3188236730347351,6.3296384365243069E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3193208405850065,6.2880066529079695E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3096968395795254,6.2414546906402919E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2893346390310789,6.1868298530310388E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2618899678244977,6.1259928467216347E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2306586299817155,6.0516311698936981E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1972750496343685,5.9564032635122839E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.163696749085924,5.8403184491809541E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8196000681901277,8.1096120918374856E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8364239243144427,8.3209885044913098E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8382340504570371,8.317830127276192E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8282890155393046,8.1407611649164296E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8109240777879339,7.8691521453457688E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7892964884826308,7.5767219746429915E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7645974789762335,7.2876735641563578E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7376392043875699,7.0292009156427346E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7092164049360155,6.8131556587210304E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.768408668281535,6.1018528848129985E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",531,531,48.537477148080441]
[null,"","LOW",563,563,51.462522851919559]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.4053486,0.28306133234042541,2.1767923329037781E-2]
[null,"1165",470,0,470,0.3717763,0.58655199999999996,0.42377100914893628,2.8059578436612491E-2]
[null,"1403",470,0,470,0.99743409999999999,1.5929438,1.1217880200000003,6.704049015714858E-2]
[null,"1411.5",470,0,470,1.0768306999999999,1.6706795000000001,1.2001494417021272,6.6240928322466544E-2]
[null,"1420",470,0,470,1.1311499,1.7136446000000001,1.2511768525531917,6.4634231421352537E-2]
[null,"1428.5",470,0,470,1.1667540000000001,1.7367665999999999,1.2834376414893622,6.3182969315098689E-2]
[null,"1437",470,0,470,1.1874355000000001,1.748472,1.3018583904255319,6.2177493890455786E-2]
[null,"1445.5",470,0,470,1.1972989999999999,1.7533439,1.3103089485106383,6.1605812783936939E-2]
[null,"1454",470,0,470,1.1994788999999999,1.7512528999999999,1.3108697440425534,6.1239809350168657E-2]
[null,"1462.5",470,0,470,1.1926859999999999,1.7392904,1.3013156240425523,6.0857736835010459E-2]
[null,"1471",470,0,470,1.1755152,1.7157524,1.2810156108510642,6.0424592250496428E-2]
[null,"1479.5",470,0,470,1.151076,1.684183,1.253636163191489,5.9933018851384016E-2]
[null,"1488",470,0,470,1.121491,1.6473222999999999,1.2224913025531914,5.9301054838652591E-2]
[null,"1496.5",470,0,470,1.0888263,1.6058223,1.1892159459574463,5.842347744073207E-2]
[null,"1505",470,0,470,1.0564914999999999,1.5626545000000001,1.1557803617021274,5.7324472473131466E-2]
[null,"1913",470,0,470,1.6353717000000001,2.1340759,1.8128524065957452,7.646485599519276E-2]
[null,"1921.5",470,0,470,1.6491547,2.1429162000000002,1.8297754485106381,7.8682211108265496E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1423665999999999,1.8316207434042564,7.8648785878663002E-2]
[null,"1938.5",470,0,470,1.6443964,2.1370486999999998,1.8217130182978722,7.6877431502786087E-2]
[null,"1947",470,0,470,1.6316877999999999,2.1258743,1.8043018253191476,7.4110365698968353E-2]
[null,"1955.5",470,0,470,1.6157933,2.1132555000000002,1.7826072678723395,7.1185595964659773E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0999165,1.757811970851064,6.8348488598641705E-2]
[null,"1972.5",470,0,470,1.5767682000000001,2.0830019000000002,1.7307232695744692,6.5822025756704761E-2]
[null,"1981",470,0,470,1.5546857999999999,2.0672019000000001,1.7021750651063836,6.3805573526782428E-2]
[null,"2491",470,0,470,1.6252377,2.0547589999999998,1.7627994927659576,5.7307696357906952E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",207,207,44.042553191489361]
[null,"","LOW",263,263,55.957446808510639]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-1.6162915698010014]
[null,"Number of support vectors",848]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491"]
[null,"Obs4",1,100,0.25934259206011467,0.25683580789295463,0.33374366426530955,0.34045993646401129,0.34742062248335459,0.35298200600436136,0.35723239514538813,0.35981338630739756,0.36097617713948132,0.36074511749366073,0.35944601029010781,0.35716167310365515,0.348049622641875,0.33696787462488637,0.32653194622070458,0.64482408428926763,0.66934851450657096,0.6761291785812712,0.66420869364473234,0.64393149100739067,0.62011649912618039,0.5954468311176615,0.56870949775311563,0.54336760808229456,0.59088334695191669]
[null,"Obs5",1,100,0.33951252707650431,0.30291400238891697,0.33314449297558485,0.33892653937425449,0.34402373716191875,0.3476319238245188,0.35041602221191931,0.35207952188261676,0.35272505405011068,0.35206897670066412,0.35097463469005991,0.3487793450641053,0.34029461089689678,0.32990143470303201,0.32006521060262882,0.47632454104384969,0.48090562192448516,0.48329840354102671,0.48251248064177893,0.4784575756578468,0.47326518718388266,0.4674273635516093,0.45975252624891749,0.45226205468662573,0.47472458681742985]
[null,"Obs6",-1,100,0.23575967565702455,0.20433067784670772,0.23550871904122397,0.23729121255051991,0.2378877919566873,0.23792101124978512,0.23806228015137323,0.23795964301604319,0.2372018486379236,0.23534269992523513,0.23301016919472003,0.23014434724109312,0.22307890368942113,0.21476698956305607,0.2066667204071756,0.32655628210463139,0.32736582064505537,0.32875842090210089,0.32723809890247296,0.32418471834333001,0.32060768832047326,0.31658811698956302,0.31083213146238031,0.30549911668461616,0.30240462459561962]
[null,"Obs7",-1,100,0.28313157743400991,0.26044062247964145,0.28470272057530643,0.28378163128269956,0.28393476480939256,0.28421176136053217,0.28495006095508468,0.28540733942940305,0.28563710770944878,0.28483193141042329,0.28387542632232887,0.28245724919312232,0.27629147679084293,0.26858026997680456,0.26121865248945308,0.43457637855033604,0.44592733324790501,0.44903467836980232,0.44228893527380453,0.43190870314938379,0.41923646129922842,0.40575946190198131,0.39165298071110805,0.37897993234172245,0.40634488368288413]
[null,"Obs8",1,100,0.16730691816665699,0.14948018934379634,0.20654303967463192,0.21169082543372611,0.2147781151793888,0.2167976322200274,0.21797685277884676,0.21832248608882038,0.21787967800860233,0.21599130755744525,0.21311234757326358,0.20953899486421157,0.20187247349218249,0.19299093558171476,0.18435523831520728,0.32962449368650665,0.33338180238897469,0.3338668427588487,0.33204451669375989,0.32887944263351498,0.32367373419437429,0.31716335658032918,0.30901628710681822,0.30118463333392537,0.31584126258135409]
[null,"Obs9",1,100,0.1776654781758584,0.16096638841341193,0.1496040882530574,0.15118316067381746,0.15254367354746243,0.15324220377573097,0.15361684105247247,0.15375992313920286,0.15351863925338916,0.15296663750081296,0.15271807412101879,0.15218016824917494,0.14909073437659229,0.14548966154411261,0.14210082864359797,0.21770847152190914,0.21785830205864315,0.21786046070297119,0.21694404632506406,0.21595999611196581,0.21414677206341523,0.21068408409209766,0.2067852149735894,0.20270618459945533,0.22981877783099983]
[null,"Obs10",1,100,0.174248087871643,0.15945170610194739,0.19115491301345244,0.19604082785002674,0.19961039053356891,0.20179051347755989,0.20325654251796843,0.20375726374211797,0.203692480462207,0.20233437796166567,0.20048476358046829,0.19782607814637287,0.19139940616011641,0.18399468794665819,0.17704506877675297,0.32131843901428692,0.32494147265616302,0.32563585754199031,0.3228358711439866,0.31879102813237342,0.31355324230748938,0.30708303915181001,0.29954973221677972,0.29070040216625143,0.31456480709118634]
[null,"Obs11",1,100,0.18041146701938013,0.17714806861840965,0.23999294755324066,0.24931882577963865,0.25833001065626149,0.26562848655469329,0.27108465954237088,0.2738888574639145,0.27482232418367081,0.27340731358806764,0.2703137204214997,0.26565048060243074,0.25575065694263105,0.24490577729612439,0.23492026719313672,0.62885657150221808,0.66001924438916371,0.66813483009116592,0.65421071363299688,0.630752740183671,0.60039840395742095,0.56912825738109807,0.53535746280664886,0.50225640520397008,0.5595029424657999]
[null,"Obs12",1,100,0.34696695228784474,0.33807804476326925,0.40941890259596297,0.41376874858519236,0.41677485561702587,0.41877985478160307,0.42034205045082029,0.42135622497317399,0.42192143935011295,0.42168899636230489,0.42152542090209411,0.42060461232437629,0.41188063434672623,0.40032960246521876,0.38914951088543226,0.46593124832520194,0.46719955771667004,0.4691889146011417,0.46757360933426945,0.46788353961087487,0.46852449480960057,0.46923144720771981,0.46834994795037327,0.46813957317013993,0.4843091424923166]
[null,"Obs13",-1,100,0.22998878601414693,0.21376009419547606,0.24862709821439952,0.24884510368473123,0.24918397851428822,0.24959321471614879,0.25025647265444961,0.25075683064030668,0.25077993025945755,0.25011106647669679,0.2491676812234723,0.24763971706735505,0.24158857360687805,0.23410922865873096,0.22668780537898103,0.38665154104120375,0.39788446000228678,0.40043852044766948,0.3957799559450178,0.38632399414345758,0.37441175031936386,0.36187381148941933,0.34828651960133833,0.33636397098748028,0.3321173806102391]
[null,"Obs14",1,100,0.15518910422297616,0.14843784561878731,0.20730737327893545,0.21545023946810862,0.22227530248208818,0.227253429206525,0.23106005020145126,0.23295001431008913,0.23342556797254169,0.23222580308055255,0.22950751605918374,0.22550738968856623,0.21724698139018953,0.20767321128275099,0.19866785456556615,0.4509091816174895,0.46622122453552228,0.47040816267492469,0.46289820221044436,0.45081675497656815,0.4355034537569677,0.42022088373413718,0.40320820203384211,0.38536174177670623,0.40459314291780163]
[null,"Obs15",-1,100,0.24764841758199629,0.21637973572179664,0.23604991628803049,0.24150463675371281,0.24564201552621823,0.24860142875103103,0.25074919431317638,0.25187546592214793,0.25197758616643656,0.25056168149068819,0.24819203892562633,0.24489535569478302,0.23733443998533649,0.22824041913208412,0.21973740518158974,0.39754410790368738,0.40423096489740534,0.40474851031684062,0.4017177595444445,0.39601901309762216,0.38738651629922272,0.37839827815249016,0.3687210787718998,0.35809021482134895,0.37705324440081817]
[null,"Obs16",-1,100,0.26583616079130484,0.2510639528750378,0.30133282961747332,0.30338800319460385,0.30427213339132114,0.30474800046602563,0.30520195738191647,0.30517940799288112,0.30449181332552461,0.30297218867967896,0.30088280340112811,0.29803834987321293,0.29010421149020876,0.28035644312534919,0.27068270657296689,0.36457349477916479,0.36363800291121262,0.36371797762191871,0.3640778753571049,0.36597055809357759,0.36546955889663274,0.36535212236347719,0.36346322200646003,0.36147569248281847,0.38471787472345093]
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[null,"Obs1529",-1,100,6.2642570973987441E-2,6.4325845564339096E-2,0.13727361454778966,0.14086841844222364,0.14398247565183164,0.14618237276934548,0.14746951995071464,0.14764162133731359,0.146554277806516,0.14270596546669109,0.13700251971436775,0.13027390929035479,0.12130511018737589,0.11184315212674893,0.10314322394686432,0.49388152954013487,0.51623956348691769,0.5202133471985354,0.50598359000009596,0.48314560303940124,0.45370236604249892,0.42267086692421191,0.38998449739584845,0.35901995302047701,0.39024284762279826]
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[null,"Obs1545",1,100,0.10266356125519971,8.7442191269903338E-2,5.8612553737478278E-2,5.4824748259627881E-2,5.2983882485151325E-2,5.2987568036154932E-2,5.4202558074468034E-2,5.5842273269513409E-2,5.7236491043343114E-2,5.8011620925353238E-2,5.9315090768089045E-2,6.0596027715318489E-2,6.0622460072618803E-2,5.9933217297189957E-2,5.8978514427749755E-2,8.0018035853250513E-2,8.2901843640105166E-2,8.4869077404124069E-2,8.5152509113994676E-2,8.4226828504798484E-2,8.3403386755940598E-2,8.1453813297261424E-2,7.9704320258227004E-2,7.8295603274099762E-2,3.8517983628431993E-2]
[null,"Obs1550",1,100,0.18948521095711848,0.16391305975355347,0.15362149830409993,0.15147454745232916,0.1510613933789007,0.15196705039200784,0.15371912926656367,0.1557738043477343,0.15738096477024507,0.1583453608875435,0.15987695371675253,0.16131417819019445,0.15986422393652408,0.15709199077225255,0.15401580041055415,0.18516815636313722,0.18903583922187578,0.19163910565588768,0.19113109723838737,0.18997120711969398,0.18808993228990703,0.18720806966619361,0.1847205902904665,0.18305953639081732,0.14821845561554148]
[null,"Obs1558",1,100,8.4080932390208252E-2,7.2796972677186406E-2,7.3731355930043777E-2,7.8175432327050209E-2,8.2924649438720591E-2,8.7541443719149625E-2,9.1552130051775898E-2,9.4276893047491775E-2,9.5848863068631482E-2,9.6109867696617918E-2,9.5799178903889642E-2,9.4922129737194952E-2,9.1910722328024289E-2,8.8338823202836023E-2,8.4955683356716591E-2,0.20024767172328187,0.20521977199849281,0.20830801268928281,0.20792220159482852,0.20508038969119971,0.20103398472588907,0.19430093731542208,0.18700617116114762,0.17945961645415051,0.20892632051657584]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",318,213,531,59.887005649717516]
[null,"Other classes",165,398,563,70.692717584369447]
[null,"Total",483,611,1094,65.447897623400365]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",123,84,207,59.420289855072461]
[null,"Other classes",84,179,263,68.06083650190115]
[null,"Total",207,263,470,64.255319148936181]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Performance metrics (HIGH versus the others):"]
[null,"Accuracy",0.65447897623400364,0.64255319148936185]
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[]
[null,"Confusion matrix for the training sample (LOW versus the others):"]
[]
[null,"Other classes",214,317,531,59.698681732580042]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[null,"LOW",180,83,263,68.44106463878326]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Statistic","Training set","Validation set"]
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[]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
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[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
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[]
[null,"Global performance metrics:"]
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[]
[]
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[]
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[]
[null,"Classification for the training sample:"]
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[]
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{"sheet":"SVM","index":95,"n_rows":3569,"n_cols":29,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 12:52:31 / End time: 07/29/2023 at 12:52:46 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: None"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1352379690"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.4053486,0.28498284625228615,2.1186133476533978E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.58548310000000003,0.42625606416819029,2.7458750030666682E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1280683342778806,6.7532103823433193E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2062617937842794,6.7010794109215038E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2570375008226691,6.5573124309416156E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2890709599634356,6.4217937882796339E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3073210865630698,6.3238106041749162E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3156589234003651,6.2654059842028959E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3161515840036571,6.2260408208569255E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3065226537477146,6.1796273326250949E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2861515137111521,6.1239263328947295E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2586958331809868,6.0602072322225059E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6649065000000001,1.2274652619744053,5.98191661795286E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6225902999999999,1.1940929644424114,5.8813298111350887E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.5784748,1.1605424571297998,5.7593350607219269E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8175802404936028,8.0136857187918228E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8344505996343694,8.2196022649833972E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.836252108043875,8.2144058915316051E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8262715410420463,8.0372873596144964E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8088331765082264,7.76731290750063E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7871201819012783,7.4786439490530973E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7623329893053024,7.1942568144907251E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7352728299817171,6.9413289466398617E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7067537327239506,6.7301872674425681E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7664688483546638,6.0254186091855448E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",512,512,46.800731261425959]
[null,"","LOW",582,582,53.199268738574041]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.44888640000000002,0.2852674663829789,2.2730079934582599E-2]
[null,"1165",470,0,470,0.37279610000000002,0.6634042,0.42707312063829767,2.9676168661953762E-2]
[null,"1403",470,0,470,0.99743409999999999,1.6085881,1.1294922859574477,7.009674385839218E-2]
[null,"1411.5",470,0,470,1.0768306999999999,1.6706795000000001,1.2077354553191482,6.8896161635037048E-2]
[null,"1420",470,0,470,1.1311499,1.7136446000000001,1.2586378910638287,6.7000640032856065E-2]
[null,"1428.5",470,0,470,1.1667540000000001,1.7367665999999999,1.2908284082978725,6.5335241056703589E-2]
[null,"1437",470,0,470,1.1878304,1.748472,1.3092189955319162,6.4169704255764334E-2]
[null,"1445.5",470,0,470,1.1981565000000001,1.7533439,1.3176754082978719,6.3496349482694364E-2]
[null,"1454",470,0,470,1.2003602,1.7512528999999999,1.3182466944680855,6.3071533589910134E-2]
[null,"1462.5",470,0,470,1.1930159,1.7392904,1.3087040480851062,6.2678079716399882E-2]
[null,"1471",470,0,470,1.1755152,1.7184261000000001,1.2884248429787246,6.2261478202120885E-2]
[null,"1479.5",470,0,470,1.151076,1.6993611,1.2610710212765956,6.1827150962190651E-2]
[null,"1488",470,0,470,1.121491,1.6759485999999999,1.2299243761702121,6.1275142622985244E-2]
[null,"1496.5",470,0,470,1.0888263,1.6490628000000001,1.1966227570212753,6.0509959226127237E-2]
[null,"1505",470,0,470,1.0564914999999999,1.6198372999999999,1.1631224795744686,5.9533858741314387E-2]
[null,"1913",470,0,470,1.6432414,2.1340759,1.8175538778723415,7.8988829374862415E-2]
[null,"1921.5",470,0,470,1.6567925999999999,2.1429162000000002,1.8343686765957445,8.1318454429367512E-2]
[null,"1930",470,0,470,1.6591009000000001,2.1423665999999999,1.8362340306382989,8.1331201729224464E-2]
[null,"1938.5",470,0,470,1.6529566,2.1370486999999998,1.8264090121276599,7.956484339078948E-2]
[null,"1947",470,0,470,1.6407594999999999,2.1258743,1.8091687317021283,7.6773152378299389E-2]
[null,"1955.5",470,0,470,1.625497,2.1132555000000002,1.7876729687234041,7.3774392816756754E-2]
[null,"1964",470,0,470,1.6076258000000001,2.0999165,1.7630829319148937,7.0842631831439531E-2]
[null,"1972.5",470,0,470,1.5878124,2.0830019000000002,1.7362313836170218,6.8202039300241171E-2]
[null,"1981",470,0,470,1.5623454000000001,2.0672019000000001,1.7079073276595724,6.6082095488992937E-2]
[null,"2491",470,0,470,1.6314671000000001,2.0547589999999998,1.7673147331914894,5.9344314103776143E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",226,226,48.085106382978722]
[null,"","LOW",244,244,51.914893617021278]
[]
[]
[null,"Cross-validation results:"]
[]
[null,null,"Mean","1","2","3","4","5","6","7","8","9","10"]
[null,"Error",1,1,1,1,1,1,1,1,1,1,1]
[]
[]
[null,"Binary classifier (HIGH versus the others):"]
[]
[null,"Positive class","HIGH"]
[null,"Number of observations in the training set",1094]
[null,"Bias",-2.3138231979732518]
[null,"Number of support vectors",846]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
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[null,"Obs1550",1,100,0.2797579,0.41771419999999998,1.0806226999999999,1.1573838000000001,1.2088937,1.2427387999999999,1.2631083000000001,1.2735626,1.2759472000000001,1.2685697,1.2511184,1.2267371,1.1985832000000001,1.1680769,1.1370819999999999,1.7169475999999999,1.7332167999999999,1.7365819,1.7293231,1.7155921000000001,1.6981245,1.6784279,1.6559496,1.6321391999999999,1.6816913]
[null,"Obs1558",1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[]
[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",306,206,512,59.765625]
[null,"Other classes",165,417,582,71.649484536082468]
[null,"Total",471,623,1094,66.087751371115175]
[]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[null,"HIGH",120,106,226,53.097345132743371]
[null,"Other classes",67,177,244,72.540983606557376]
[null,"Total",187,283,470,63.191489361702125]
[]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Performance metrics (HIGH versus the others):"]
[null,"Statistic","Training set","Validation set"]
[null,"Recall",0.59765625,0.53097345132743368]
[null,"FPR",0.28350515463917525,0.27459016393442626]
[null,"Cohen's kappa",0.31567127186400906,0.25802566021207074]
[]
[]
[null,"Number of observations in the training set",1094]
[null,"Bias",2.3267372282805563]
[]
[null,"List of support vectors (LOW versus the others):"]
[null,"Obs7",1,100,0.29929889999999998,0.44607950000000002,1.1629243,1.240613,1.2911395000000001,1.3231028,1.3416250000000001,1.3503366999999999,1.3513702000000001,1.3422809,1.3224944999999999,1.2954890999999999,1.2647371999999999,1.2316951,1.1982565999999999,1.8489264999999999,1.8671329999999999,1.8700456999999999,1.8598762,1.8420357000000001,1.8200438000000001,1.7947248,1.7674474,1.739125,1.7998694]
[null,"Obs9",-1,100,0.27729150000000002,0.4168483,1.0781003,1.1572005000000001,1.2098112000000001,1.2435137000000001,1.2630471000000001,1.2723698999999999,1.2736759,1.2654352,1.2469976,1.2215533000000001,1.1924617,1.1614563,1.1302828,1.7341669,1.7482418,1.7501781000000001,1.7427408,1.7291745999999999,1.7118682999999999,1.6909201,1.6678383000000001,1.6428676,1.7190504]
[null,"Obs12",-1,100,0.31261929999999999,0.46889380000000003,1.2412295,1.3223828,1.3733647,1.4048787,1.4226312999999999,1.4308510000000001,1.4315142999999999,1.4220356000000001,1.4017287,1.3738915,1.3417790000000001,1.3068747999999999,1.2712595,1.8655185000000001,1.8782220999999999,1.8804959999999999,1.8730192999999999,1.8608372,1.846041,1.8284999,1.8087727,1.7878122000000001,1.8355638000000001]
[null,"Obs15",1,100,0.29189470000000001,0.43313190000000001,1.1323768000000001,1.2140181999999999,1.2674371,1.3014627000000001,1.3211622999999999,1.3304777999999999,1.3315762,1.3223096000000001,1.3019544000000001,1.2741716999999999,1.2426018000000001,1.2086760999999999,1.1745855999999999,1.8293302,1.8453968999999999,1.8470826,1.8387871,1.8232786999999999,1.8032444000000001,1.7801651999999999,1.7550914,1.7277178,1.7864587999999999]
[null,"Obs20",1,100,0.29055959999999997,0.43344660000000002,1.1520565,1.2328706,1.2853209999999999,1.3186469999999999,1.3378896,1.3471782999999999,1.3483495999999999,1.3391109999999999,1.3189301,1.2912904000000001,1.2594624999999999,1.2254609999999999,1.1911001000000001,1.8413428000000001,1.8578888,1.8603544999999999,1.8517002,1.8365088000000001,1.8160875000000001,1.7934304000000001,1.7677886,1.7407385,1.7936981000000001]
[null,"Obs22",1,100,0.26755950000000001,0.4016458,1.0601676,1.1396402000000001,1.1924428,1.2261801000000001,1.2456094,1.2545356999999999,1.2555982999999999,1.2468256,1.2274480000000001,1.2011982999999999,1.1712855,1.1395272000000001,1.1075771999999999,1.7338770999999999,1.7487921,1.7508497999999999,1.7425898,1.7279511999999999,1.7092384,1.686923,1.6624448000000001,1.6356012,1.715158]
[null,"Obs26",-1,100,0.28114800000000001,0.4181898,1.1036471000000001,1.1832640000000001,1.2353156000000001,1.2685522,1.2878672,1.2969660999999999,1.2980429,1.2891577000000001,1.2696457999999999,1.242753,1.2118043000000001,1.1786616000000001,1.1453027,1.7579834000000001,1.7711519,1.7726306000000001,1.7658328999999999,1.7526577000000001,1.7360815000000001,1.7170285999999999,1.6947706,1.6707885,1.7280735]
[null,"Obs27",1,100,0.30781269999999999,0.45461220000000002,1.1730421,1.2511059,1.3012509000000001,1.3327348999999999,1.3506184999999999,1.3589028000000001,1.3595743,1.3506073000000001,1.3310234999999999,1.304306,1.2738589,1.2407849,1.2071961,1.7996106000000001,1.8124301,1.8137413,1.8069042,1.7939887000000001,1.7776073999999999,1.7587371000000001,1.7379154000000001,1.7152400000000001,1.7759290000000001]
[null,"Obs30",1,100,0.2671077,0.40426780000000001,1.0611463000000001,1.1426023999999999,1.1974480000000001,1.2327718999999999,1.2533646000000001,1.2631931000000001,1.2646086000000001,1.2559556999999999,1.2365104,1.2099317000000001,1.1796739999999999,1.1475027,1.1153892000000001,1.7614951999999999,1.77738,1.7798772,1.7715957,1.7565177999999999,1.7369024,1.7138344000000001,1.6884212000000001,1.6604064999999999,1.7421021000000001]
[null,"Obs34",-1,100,0.28863559999999999,0.4315561,1.1499827,1.2333269,1.288003,1.3228576000000001,1.3432371999999999,1.3528633000000001,1.3539897999999999,1.3443058000000001,1.3231390999999999,1.294451,1.2617434999999999,1.2266234,1.1912794,1.8805079,1.8992579000000001,1.9016748999999999,1.8926883000000001,1.8747902000000001,1.8522795000000001,1.8271009,1.7989963,1.7692971,1.8192978]
[null,"Obs40",1,100,0.27358680000000002,0.4130453,1.0932134,1.1733553000000001,1.2261324,1.2599745,1.2797213999999999,1.2889120999999999,1.2900990999999999,1.2815255999999999,1.2624807,1.2361937999999999,1.2060374,1.1738405000000001,1.1414462000000001,1.7514615,1.7661368,1.7683346,1.7606858999999999,1.7469148999999999,1.7293129,1.708415,1.6857742,1.6611469000000001,1.7343637000000001]
[null,"Obs42",-1,100,0.28133249999999999,0.423259,1.1390861999999999,1.2213783,1.2748493999999999,1.3087337000000001,1.3284686999999999,1.3376798999999999,1.3387065,1.3292657000000001,1.3087133,1.2806709000000001,1.2484527999999999,1.2139323,1.1790560000000001,1.8134532000000001,1.8290792,1.8314467999999999,1.8233752000000001,1.8089857,1.7911406999999999,1.770443,1.7465660999999999,1.7213605999999999,1.7779495999999999]
[null,"Obs48",1,100,0.2723681,0.40983439999999999,1.0855705,1.1645094,1.2164907,1.2497357,1.2690687,1.2782955,1.27946,1.2706778999999999,1.2509953,1.2243424999999999,1.1940002000000001,1.1614404,1.1285977,1.7616982000000001,1.7777293000000001,1.7805358,1.7722549000000001,1.7569284000000001,1.7371308999999999,1.7147181,1.6890590000000001,1.6625977999999999,1.7164486999999999]
[null,"Obs50",1,100,0.31557469999999999,0.46769319999999998,1.2300234000000001,1.3098574000000001,1.360698,1.39262,1.4111227,1.4198922,1.4207828,1.4114789999999999,1.3911411,1.3633857,1.3313257000000001,1.2964233000000001,1.2609295,1.8976804,1.9148278999999999,1.9183128,1.9097843999999999,1.8936630000000001,1.873516,1.8499391999999999,1.8242445,1.7977723999999999,1.8365699]
[null,"Obs57",1,100,0.27965099999999998,0.41754210000000003,1.0928427999999999,1.1739941,1.2280504000000001,1.2628583,1.2833325,1.2930644,1.2943868999999999,1.2854242,1.2654307,1.2380249999999999,1.2067734999999999,1.1733587000000001,1.1399279,1.7985239,1.8151606,1.8179145999999999,1.8099651000000001,1.7939193,1.7742145,1.7506124000000001,1.7239964000000001,1.6961864,1.7591572]
[null,"Obs60",-1,100,0.31808819999999999,0.47768640000000001,1.2652851000000001,1.3465327,1.3991373,1.433028,1.4529418000000001,1.4624903,1.4639074999999999,1.4547082,1.4342459000000001,1.4059349999999999,1.3734660000000001,1.3381414,1.3019038000000001,2.0227270000000002,2.0462278999999999,2.0511794000000001,2.0396953,2.0185962000000002,1.9921761,1.9618405000000001,1.9299500000000001,1.8968218999999999,1.9295239]
[null,"Obs64",-1,100,0.28434429999999999,0.42518689999999998,1.1071823000000001,1.1893362999999999,1.2440990000000001,1.2793589999999999,1.3000640999999999,1.3100077000000001,1.311572,1.3029861,1.2834623000000001,1.2568984999999999,1.2262715,1.1933583000000001,1.1604352,1.7998749999999999,1.8162008999999999,1.8190525,1.8105841,1.7952593999999999,1.7762313000000001,1.7534400999999999,1.7282457,1.7011745,1.7616934]
[null,"Obs66",-1,100,0.31421329999999997,0.4674471,1.1883798000000001,1.2656423999999999,1.3160026,1.3481698,1.3671736999999999,1.3762599,1.3776211,1.3691243,1.3501992,1.3240746999999999,1.2939588,1.2614254,1.2284949000000001,1.8661184,1.8853475,1.8882298,1.8787848,1.8610910000000001,1.8388141,1.8138326,1.7870383000000001,1.7588625,1.804103]
[null,"Obs69",-1,100,0.37889810000000002,0.56656329999999999,1.5024415,1.5816786,1.6284947000000001,1.6568811999999999,1.6728926,1.6803224000000001,1.6807863999999999,1.6707983,1.6500328,1.6213843999999999,1.5879083000000001,1.5504826,1.5111136000000001,2.1057758,2.1175404000000002,2.1198926,2.1138697,2.1001484000000001,2.0851525999999998,2.0674646000000001,2.0469279,2.0260672999999998,2.0119349999999998]
[null,"Obs71",-1,100,0.28754980000000002,0.43329390000000001,1.1509811999999999,1.2304051,1.2831091999999999,1.3175144000000001,1.3378410000000001,1.3477026000000001,1.3492104,1.3404655000000001,1.3207107,1.2934045000000001,1.2619597,1.2283282,1.1940303999999999,1.912161,1.9384581999999999,1.9424406999999999,1.93041,1.9070438999999999,1.8782171999999999,1.8463061000000001,1.8125861999999999,1.7780468,1.8234074]
[null,"Obs75",-1,100,0.31026009999999998,0.45581860000000002,1.1649913000000001,1.2423795,1.2925158000000001,1.3244294999999999,1.3431747999999999,1.3519927,1.3531055000000001,1.3442643000000001,1.3246926999999999,1.2979612,1.2673562,1.2343795,1.200814,1.8271952,1.8430176,1.8456600000000001,1.8377086,1.8221270000000001,1.8026549000000001,1.781072,1.7565818,1.7307471999999999,1.7878615]
[null,"Obs76",-1,100,0.29942629999999998,0.4399169,1.1297126,1.204434,1.2526128000000001,1.2830900999999999,1.3008584999999999,1.3093699999999999,1.3104719,1.3022876000000001,1.2840841000000001,1.2590581999999999,1.2299344999999999,1.1985047,1.1665703999999999,1.7414928999999999,1.7566636,1.7588273999999999,1.7512236000000001,1.7370349,1.719584,1.6993625000000001,1.6775526000000001,1.6544641,1.7057290000000001]
[null,"Obs82",-1,100,0.30311650000000001,0.44125199999999998,1.0655398,1.1384917000000001,1.1875838999999999,1.2194452,1.2383584000000001,1.2474400999999999,1.2491549,1.2419317000000001,1.2250109,1.2017301,1.1749582000000001,1.1461935000000001,1.1173398000000001,1.7228861,1.7437931,1.7470528999999999,1.7368018999999999,1.7182951,1.6948996000000001,1.6685928000000001,1.6409642,1.6122810000000001,1.6902988999999999]
[null,"Obs83",-1,100,0.30288179999999998,0.44771929999999999,1.1458005,1.2260070999999999,1.2790512999999999,1.3132900999999999,1.3334984999999999,1.3432477,1.3450054,1.3367868999999999,1.3178494999999999,1.2916181,1.2614768999999999,1.2290350000000001,1.1962919999999999,1.8298017,1.8475832999999999,1.8505522000000001,1.8422632999999999,1.8258892,1.8051387999999999,1.7815559000000001,1.7560591000000001,1.7289658000000001,1.7871161]
[null,"Obs87",1,100,0.25983590000000001,0.39184619999999998,1.037984,1.1189169999999999,1.1747555000000001,1.2119267,1.2341837,1.2452588,1.2475597,1.2391888,1.2197709000000001,1.1928810000000001,1.1621821999999999,1.1294767999999999,1.0968943,1.8484722,1.8777124999999999,1.8836004,1.8698638999999999,1.8447933000000001,1.8128363000000001,1.7769630999999999,1.7390578000000001,1.7002507,1.7694943000000001]
[null,"Obs91",-1,100,0.27861259999999999,0.41783619999999999,1.1162719000000001,1.2003592000000001,1.2569385,1.2940391,1.3160198000000001,1.3269063000000001,1.328773,1.3198638,1.2995839,1.2715495999999999,1.2393004999999999,1.2049046999999999,1.1702328,1.904037,1.9280253999999999,1.9329646,1.9209938,1.8988706,1.8711438,1.8396653999999999,1.8064933000000001,1.7713253,1.8286772]
[null,"Obs95",1,100,0.28768500000000002,0.425931,1.1030873000000001,1.1831763,1.23648,1.2708104,1.2911178999999999,1.3009443000000001,1.3024560000000001,1.29365,1.2741098,1.2472171999999999,1.2164221,1.1833726,1.1501944,1.7871520999999999,1.8040677000000001,1.8068438,1.7984563,1.7833505000000001,1.7635145000000001,1.7404717999999999,1.7149675,1.6878905,1.7429838]
[null,"Obs103",-1,100,0.31667859999999998,0.45542909999999998,1.1024394,1.1737405999999999,1.2203013,1.2500517,1.2675638,1.2760693999999999,1.2776088000000001,1.2701374000000001,1.2534192,1.2303624,1.2035946,1.1747335999999999,1.1452959,1.6747860999999999,1.6882509999999999,1.6904383999999999,1.6839677,1.6714519000000001,1.6560790999999999,1.6384574000000001,1.6189671999999999,1.5979941,1.6557415]
[null,"Obs105",1,100,0.34522560000000002,0.50157390000000002,1.2913922,1.3696716,1.419076,1.4501109000000001,1.4683518,1.4772430999999999,1.4784911999999999,1.4699684,1.4505357999999999,1.4236694999999999,1.3923421,1.3579333,1.3224191999999999,1.924248,1.9407086,1.9437101000000001,1.9357591999999999,1.9209031999999999,1.9028617999999999,1.8813906,1.8587997000000001,1.8354876,1.8572831999999999]
[null,"Obs107",-1,100,0.29366579999999998,0.42925200000000002,1.083987,1.1630853000000001,1.2162900000000001,1.2509861,1.2715438999999999,1.2816216,1.2836529999999999,1.2756033,1.2570391000000001,1.2312974000000001,1.2016922999999999,1.1699808,1.1379926,1.7603873000000001,1.7775432,1.7806674,1.7723712,1.7576894999999999,1.7385553,1.7162367999999999,1.6914701000000001,1.6647841999999999,1.7186688999999999]
[null,"Obs112",-1,100,0.31064370000000002,0.46024959999999998,1.2032843,1.2815968,1.3319388999999999,1.3639766,1.3826817,1.3917284000000001,1.3929377000000001,1.3841376999999999,1.3647277,1.3379220000000001,1.3070227000000001,1.2736799000000001,1.2396141000000001,1.8727303,1.8906468000000001,1.8937864,1.8846539,1.8673835000000001,1.8466178,1.8231535000000001,1.7978642,1.7710561,1.8229291000000001]
[null,"Obs113",-1,100,0.305307,0.45259759999999999,1.1482528000000001,1.2213761000000001,1.2690859999999999,1.2997566,1.3177144999999999,1.3264868999999999,1.3278487999999999,1.3198477,1.3018794,1.2772409,1.2487813000000001,1.2180245999999999,1.1867641,1.7957692999999999,1.8152531000000001,1.8178725,1.8078386,1.7900292,1.7678640999999999,1.7433668,1.7165561,1.6892658,1.7437598000000001]
[null,"Obs119",1,100,0.31083349999999998,0.4583643,1.1371586,1.2082173,1.2544065,1.2838773999999999,1.3011727,1.3094627000000001,1.3107309,1.3030577000000001,1.2857217000000001,1.2621777000000001,1.2348176,1.2052868999999999,1.1753442000000001,1.7513190999999999,1.7698640000000001,1.7727705,1.7633486,1.7456830999999999,1.7252429,1.7018156,1.6767163,1.6511947,1.7048241]
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[null,"Obs1511",-1,100,0.2687756,0.40755930000000001,1.0958995,1.1759081,1.2287363,1.2626373,1.2823795,1.2916144000000001,1.2929168,1.2841558,1.264691,1.2381603000000001,1.2076807000000001,1.175138,1.1424901000000001,1.788605,1.8049377,1.8075558,1.7986902,1.7830950000000001,1.7634441000000001,1.7404816000000001,1.7147220000000001,1.6874074999999999,1.7537328999999999]
[null,"Obs1514",1,100,0.24484059999999999,0.3753705,1.0419864999999999,1.1236254999999999,1.178901,1.2148513999999999,1.2358210000000001,1.2458829,1.2469764000000001,1.2369787000000001,1.2154571999999999,1.1866585000000001,1.1539865,1.1195364000000001,1.0854074,1.8764012000000001,1.9026164000000001,1.9064226,1.8921365999999999,1.8673481000000001,1.8351196999999999,1.7991679,1.7606363,1.7208334999999999,1.7770295]
[null,"Obs1517",1,100,0.27498159999999999,0.41380420000000001,1.1096657999999999,1.1892992,1.2413616999999999,1.2743663999999999,1.2931771000000001,1.3017586000000001,1.3024114,1.2927356000000001,1.2722659999999999,1.2444605,1.2129570999999999,1.1794697000000001,1.1457937,1.7970949000000001,1.8123273,1.8137417,1.8052378,1.7898844,1.7708747,1.7481381,1.7230425,1.6960058,1.7545390000000001]
[null,"Obs1519",1,100,0.24304490000000001,0.37620439999999999,1.0626057,1.1455333999999999,1.2010825000000001,1.2372274000000001,1.2583196000000001,1.2681625000000001,1.2691338999999999,1.2588695999999999,1.236721,1.2070867999999999,1.1737029999999999,1.1383772999999999,1.1032276999999999,1.9071213,1.9320773,1.9354994999999999,1.9206424,1.8963428,1.865021,1.8295338999999999,1.7915749999999999,1.7520658,1.8107541]
[null,"Obs1520",1,100,0.25326199999999999,0.38607449999999999,1.079277,1.1647160999999999,1.2221592999999999,1.2594924999999999,1.2811847000000001,1.2914006,1.2924272000000001,1.2821445,1.2599776,1.2301017999999999,1.1964224999999999,1.1609062000000001,1.1255504000000001,1.9145639999999999,1.9381809999999999,1.9408424,1.9281501999999999,1.9053165000000001,1.8762335999999999,1.8429282,1.8068637000000001,1.7684582,1.8277540000000001]
[null,"Obs1523",1,100,0.25902389999999997,0.39428380000000002,1.0825206000000001,1.1648046999999999,1.2199595000000001,1.2556232000000001,1.2764423,1.2861208,1.2870490999999999,1.2767957000000001,1.2548561,1.2254328000000001,1.1922528999999999,1.1571682999999999,1.1223012999999999,1.9115939,1.9372065000000001,1.9399369,1.9250134999999999,1.9002414000000001,1.8701724,1.8356117000000001,1.7977240999999999,1.7583404,1.8358912000000001]
[null,"Obs1528",1,100,0.27245419999999998,0.41397210000000001,1.1167826999999999,1.1961520000000001,1.2490197000000001,1.2831798999999999,1.3031486999999999,1.3125123999999999,1.3133060000000001,1.3031520999999999,1.2816828,1.253015,1.2203008,1.1856766000000001,1.1510326,1.9190777999999999,1.9440849,1.9469068,1.9331129,1.9086217000000001,1.8784643000000001,1.8447191000000001,1.8073980999999999,1.7690182999999999,1.8241311]
[null,"Obs1533",1,100,0.2616734,0.39607550000000002,1.0638369000000001,1.1434641000000001,1.1963391000000001,1.2303991000000001,1.250067,1.2591767,1.2601262,1.2507591,1.2304527999999999,1.2031830999999999,1.1722466,1.1393287000000001,1.1065574,1.8020126000000001,1.8212595,1.8234357999999999,1.8123028000000001,1.7932570999999999,1.7683049,1.7403516999999999,1.7098258,1.6779423,1.7421310999999999]
[null,"Obs1535",1,100,0.26615240000000001,0.40561540000000001,1.0955687000000001,1.1760929,1.2292261,1.2631294,1.2826203,1.2916160999999999,1.2923560999999999,1.2828847999999999,1.2624568,1.2348756000000001,1.2035439999999999,1.1702466,1.1369305999999999,1.8144895999999999,1.8329683999999999,1.8358433999999999,1.8254679,1.8076140999999999,1.7845059999999999,1.7584009,1.7293232999999999,1.6991792999999999,1.7654293999999999]
[null,"Obs1558",-1,100,0.25776339999999998,0.39093909999999998,1.0304622999999999,1.1112742,1.1667185,1.2035879,1.2259131999999999,1.2371417,1.2397623,1.2323014000000001,1.2142339,1.1890578000000001,1.159972,1.1288445,1.0976733000000001,1.7249272,1.7416533999999999,1.745225,1.7380511999999999,1.7234886,1.7049519,1.6822022000000001,1.6571811000000001,1.6301734000000001,1.7094852]
[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"LOW",417,165,582,71.649484536082468]
[]
[null,"ROC Curve:"]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"Total",284,186,470,62.978723404255319]
[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Performance metrics (LOW versus the others):"]
[null,"Precision",0.6693418940609952,0.62323943661971826]
[null,"Recall",0.71649484536082475,0.72540983606557374]
[null,"FPR",0.40234375,0.47345132743362828]
[null,"Cohen's kappa",0.31567127186400906,0.25361419392523371]
[]
[]
[null,"HIGH",306,206,512,59.765625]
[null,"LOW",165,417,582,71.649484536082468]
[]
[]
[null,"LOW",67,177,244,72.540983606557376]
[null,"Total",187,283,470,63.191489361702125]
[]
[null,null,"Training set","Validation set"]
[null,"Cohen's kappa",0.31567127186400906,0.25802566021207091]
[null,"Number of observations",1094,470]
[]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[]
[null,"Class performance metrics for the validation set:"]
[null,"HIGH",0.53097345132743368,0.64171122994652408,0.58111380145278446,0.72540983606557374,0.26171271543396746]
[]
[]
[null,null,"Class","Prediction (Class)"]
[null,"Obs9","HIGH","LOW"]
[null,"Obs11","HIGH","LOW"]
[null,"Obs15","LOW","LOW"]
[null,"Obs20","LOW","LOW"]
[null,"Obs23","HIGH","LOW"]
[null,"Obs24","HIGH","LOW"]
[null,"Obs26","HIGH","LOW"]
[null,"Obs29","LOW","LOW"]
[null,"Obs34","HIGH","LOW"]
[null,"Obs36","LOW","LOW"]
[null,"Obs42","HIGH","LOW"]
[null,"Obs44","HIGH","LOW"]
[null,"Obs47","LOW","LOW"]
[null,"Obs51","LOW","LOW"]
[null,"Obs57","LOW","LOW"]
[null,"Obs60","HIGH","LOW"]
[null,"Obs63","HIGH","LOW"]
[null,"Obs66","HIGH","LOW"]
[null,"Obs69","HIGH","LOW"]
[null,"Obs72","LOW","LOW"]
[null,"Obs75","HIGH","LOW"]
[null,"Obs76","HIGH","LOW"]
[null,"Obs78","HIGH","LOW"]
[null,"Obs82","HIGH","LOW"]
[null,"Obs85","LOW","LOW"]
[null,"Obs89","HIGH","LOW"]
[null,"Obs93","HIGH","LOW"]
[null,"Obs95","LOW","LOW"]
[null,"Obs100","HIGH","LOW"]
[null,"Obs102","HIGH","LOW"]
[null,"Obs105","LOW","LOW"]
[null,"Obs107","HIGH","LOW"]
[null,"Obs112","HIGH","LOW"]
[null,"Obs113","HIGH","LOW"]
[null,"Obs118","LOW","LOW"]
[null,"Obs122","LOW","LOW"]
[null,"Obs124","LOW","LOW"]
[null,"Obs128","HIGH","LOW"]
[null,"Obs131","HIGH","LOW"]
[null,"Obs135","LOW","LOW"]
[null,"Obs141","HIGH","LOW"]
[null,"Obs143","LOW","LOW"]
[null,"Obs148","LOW","LOW"]
[null,"Obs149","LOW","LOW"]
[null,"Obs154","HIGH","LOW"]
[null,"Obs155","LOW","LOW"]
[null,"Obs160","LOW","HIGH"]
[null,"Obs161","LOW","HIGH"]
[null,"Obs167","LOW","HIGH"]
[null,"Obs168","LOW","HIGH"]
[null,"Obs174","LOW","HIGH"]
[null,"Obs176","HIGH","HIGH"]
[null,"Obs180","HIGH","HIGH"]
[null,"Obs181","LOW","HIGH"]
[null,"Obs186","LOW","HIGH"]
[null,"Obs190","HIGH","HIGH"]
[null,"Obs193","HIGH","LOW"]
[null,"Obs196","LOW","HIGH"]
[null,"Obs201","LOW","LOW"]
[null,"Obs202","HIGH","LOW"]
[null,"Obs206","LOW","LOW"]
[null,"Obs207","LOW","LOW"]
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[null,"Obs213","HIGH","LOW"]
[null,"Obs217","HIGH","LOW"]
[null,"Obs219","HIGH","LOW"]
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[null,"Obs228","HIGH","HIGH"]
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[null,"Obs241","HIGH","LOW"]
[null,"Obs242","LOW","HIGH"]
[null,"Obs246","HIGH","HIGH"]
[null,"Obs250","LOW","LOW"]
[null,"Obs256","LOW","HIGH"]
[null,"Obs263","HIGH","HIGH"]
[null,"Obs265","LOW","HIGH"]
[null,"Obs266","LOW","HIGH"]
[null,"Obs271","HIGH","HIGH"]
[null,"Obs275","HIGH","HIGH"]
[null,"Obs278","LOW","HIGH"]
[null,"Obs279","LOW","HIGH"]
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[null,"Obs287","LOW","HIGH"]
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[null,"Obs293","LOW","LOW"]
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[null,"Obs299","LOW","HIGH"]
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[null,"Obs342","HIGH","HIGH"]
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[null,"Obs403","LOW","LOW"]
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[null,"Obs411","LOW","LOW"]
[null,"Obs413","HIGH","LOW"]
[null,"Obs420","LOW","LOW"]
[null,"Obs421","LOW","LOW"]
[null,"Obs427","LOW","HIGH"]
[null,"Obs429","HIGH","LOW"]
[null,"Obs433","LOW","LOW"]
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[null,"Obs439","HIGH","LOW"]
[null,"Obs441","LOW","LOW"]
[null,"Obs446","LOW","LOW"]
[null,"Obs450","HIGH","LOW"]
[null,"Obs452","LOW","HIGH"]
[null,"Obs453","LOW","HIGH"]
[null,"Obs455","LOW","HIGH"]
[null,"Obs458","LOW","HIGH"]
[null,"Obs461","HIGH","HIGH"]
[null,"Obs465","LOW","LOW"]
[null,"Obs470","LOW","HIGH"]
[null,"Obs471","LOW","HIGH"]
[null,"Obs478","LOW","HIGH"]
[null,"Obs479","LOW","HIGH"]
[null,"Obs483","LOW","HIGH"]
[null,"Obs485","LOW","HIGH"]
[null,"Obs489","LOW","LOW"]
[null,"Obs491","HIGH","LOW"]
[null,"Obs499","LOW","LOW"]
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[null,"Obs510","HIGH","LOW"]
[null,"Obs517","HIGH","LOW"]
[null,"Obs519","LOW","LOW"]
[null,"Obs523","HIGH","LOW"]
[null,"Obs525","LOW","LOW"]
[null,"Obs528","LOW","LOW"]
[null,"Obs529","HIGH","LOW"]
[null,"Obs533","LOW","LOW"]
[null,"Obs534","LOW","LOW"]
[null,"Obs541","HIGH","LOW"]
[null,"Obs543","LOW","LOW"]
[null,"Obs549","LOW","HIGH"]
[null,"Obs550","HIGH","HIGH"]
[null,"Obs559","LOW","LOW"]
[null,"Obs560","HIGH","LOW"]
[null,"Obs564","LOW","LOW"]
[null,"Obs565","HIGH","LOW"]
[null,"Obs571","HIGH","HIGH"]
[null,"Obs572","LOW","HIGH"]
[null,"Obs577","LOW","HIGH"]
[null,"Obs580","HIGH","HIGH"]
[null,"Obs583","LOW","LOW"]
[null,"Obs586","HIGH","LOW"]
[null,"Obs590","LOW","HIGH"]
[null,"Obs593","HIGH","HIGH"]
[null,"Obs596","LOW","HIGH"]
[null,"Obs598","HIGH","LOW"]
[null,"Obs604","LOW","LOW"]
[null,"Obs605","LOW","HIGH"]
[null,"Obs609","LOW","LOW"]
[null,"Obs610","HIGH","HIGH"]
[null,"Obs613","HIGH","HIGH"]
[null,"Obs614","HIGH","HIGH"]
[null,"Obs619","HIGH","HIGH"]
[null,"Obs620","HIGH","HIGH"]
[null,"Obs624","HIGH","HIGH"]
[null,"Obs627","HIGH","HIGH"]
[null,"Obs630","LOW","HIGH"]
[null,"Obs633","LOW","HIGH"]
[null,"Obs636","LOW","HIGH"]
[null,"Obs637","HIGH","HIGH"]
[null,"Obs639","HIGH","HIGH"]
[null,"Obs647","LOW","HIGH"]
[null,"Obs652","HIGH","HIGH"]
[null,"Obs655","HIGH","HIGH"]
[null,"Obs660","LOW","HIGH"]
[null,"Obs661","HIGH","HIGH"]
[null,"Obs668","HIGH","HIGH"]
[null,"Obs672","LOW","HIGH"]
[null,"Obs675","HIGH","HIGH"]
[null,"Obs676","HIGH","HIGH"]
[null,"Obs679","HIGH","HIGH"]
[null,"Obs681","HIGH","HIGH"]
[null,"Obs686","HIGH","HIGH"]
[null,"Obs689","HIGH","HIGH"]
[null,"Obs692","HIGH","HIGH"]
[null,"Obs693","HIGH","HIGH"]
[null,"Obs698","HIGH","HIGH"]
[null,"Obs703","HIGH","HIGH"]
[null,"Obs707","HIGH","HIGH"]
[null,"Obs711","HIGH","HIGH"]
[null,"Obs713","LOW","HIGH"]
[null,"Obs714","LOW","HIGH"]
[null,"Obs718","HIGH","HIGH"]
[null,"Obs722","HIGH","HIGH"]
[null,"Obs727","HIGH","HIGH"]
[null,"Obs729","HIGH","HIGH"]
[null,"Obs733","HIGH","HIGH"]
[null,"Obs734","HIGH","HIGH"]
[null,"Obs739","HIGH","HIGH"]
[null,"Obs740","HIGH","HIGH"]
[null,"Obs747","HIGH","HIGH"]
[null,"Obs748","HIGH","HIGH"]
[null,"Obs753","HIGH","HIGH"]
[null,"Obs756","LOW","HIGH"]
[null,"Obs762","HIGH","HIGH"]
[null,"Obs765","HIGH","HIGH"]
[null,"Obs767","HIGH","HIGH"]
[null,"Obs768","HIGH","HIGH"]
[null,"Obs773","HIGH","HIGH"]
[null,"Obs776","HIGH","HIGH"]
[null,"Obs779","HIGH","HIGH"]
[null,"Obs781","HIGH","HIGH"]
[null,"Obs787","HIGH","HIGH"]
[null,"Obs788","HIGH","HIGH"]
[null,"Obs793","HIGH","HIGH"]
[null,"Obs794","LOW","HIGH"]
[null,"Obs799","HIGH","HIGH"]
[null,"Obs800","LOW","HIGH"]
[null,"Obs805","HIGH","HIGH"]
[null,"Obs806","LOW","HIGH"]
[null,"Obs812","HIGH","HIGH"]
[null,"Obs814","LOW","LOW"]
[null,"Obs818","HIGH","HIGH"]
[null,"Obs819","HIGH","HIGH"]
[null,"Obs824","HIGH","HIGH"]
[null,"Obs825","HIGH","HIGH"]
[null,"Obs829","HIGH","HIGH"]
[null,"Obs831","HIGH","HIGH"]
[null,"Obs834","HIGH","HIGH"]
[null,"Obs835","HIGH","HIGH"]
[null,"Obs841","HIGH","HIGH"]
[null,"Obs842","HIGH","HIGH"]
[null,"Obs846","LOW","HIGH"]
[null,"Obs848","HIGH","HIGH"]
[null,"Obs852","HIGH","HIGH"]
[null,"Obs853","HIGH","HIGH"]
[null,"Obs858","HIGH","HIGH"]
[null,"Obs859","HIGH","HIGH"]
[null,"Obs865","HIGH","HIGH"]
[null,"Obs868","HIGH","HIGH"]
[null,"Obs873","HIGH","HIGH"]
[null,"Obs874","HIGH","HIGH"]
[null,"Obs878","HIGH","HIGH"]
[null,"Obs880","HIGH","HIGH"]
[null,"Obs885","HIGH","HIGH"]
[null,"Obs891","HIGH","HIGH"]
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[null,"Obs895","HIGH","HIGH"]
[null,"Obs898","HIGH","HIGH"]
[null,"Obs899","HIGH","HIGH"]
[null,"Obs906","HIGH","HIGH"]
[null,"Obs907","HIGH","HIGH"]
[null,"Obs911","HIGH","HIGH"]
[null,"Obs912","LOW","HIGH"]
[null,"Obs915","HIGH","HIGH"]
[null,"Obs916","HIGH","HIGH"]
[null,"Obs920","HIGH","HIGH"]
[null,"Obs921","HIGH","HIGH"]
[null,"Obs926","HIGH","HIGH"]
[null,"Obs928","LOW","HIGH"]
[null,"Obs933","HIGH","HIGH"]
[null,"Obs937","HIGH","HIGH"]
[null,"Obs941","HIGH","HIGH"]
[null,"Obs942","HIGH","HIGH"]
[null,"Obs944","HIGH","HIGH"]
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[null,"Obs961","HIGH","HIGH"]
[null,"Obs962","LOW","HIGH"]
[null,"Obs965","HIGH","HIGH"]
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[null,"Obs1010","LOW","HIGH"]
[null,"Obs1014","HIGH","HIGH"]
[null,"Obs1016","HIGH","HIGH"]
[null,"Obs1019","HIGH","HIGH"]
[null,"Obs1020","HIGH","HIGH"]
[null,"Obs1026","HIGH","HIGH"]
[null,"Obs1027","HIGH","HIGH"]
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[null,"Obs1036","HIGH","LOW"]
[null,"Obs1038","HIGH","LOW"]
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{"sheet":"Log(Binary)3","index":97,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 12:50:23 / End time: 07/29/2023 at 12:50:29 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 232261621"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.4053486,0.28444254250456985,2.1339901707526879E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.58655199999999996,0.42567591361974383,2.7478193585701183E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1267976151736763,6.7500575834540971E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2050336480804393,6.6865647313244167E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2558653394881185,6.5319020050573287E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2879522759597783,6.3864826967125199E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3062364367458861,6.2805599841730411E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3145941404936043,6.2162231644913239E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3150978372943347,6.1722756649961158E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3054789831809883,6.1220699420194431E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2851176488117011,6.0624448963581948E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.257676169744057,5.9960363865663051E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6649065000000001,1.2264628838208416,5.9159450708361948E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6225902999999999,1.1931113364716646,5.8140493627238478E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.5784748,1.1595869233089582,5.6919802612363908E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8165717105118824,7.9973097633047094E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.833419068555759,8.2070698611176343E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8352372252285196,8.2011929147927459E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8252738070383898,8.0232431672833213E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8078615761425971,7.7488387837598469E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7861726805301639,7.4530328612959787E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7613953581352835,7.1630532670681771E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7343526094149904,6.9020630554089718E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7058351374771485,6.6835684792580952E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7658232488117012,6.0008102231812833E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",512,512,46.800731261425959]
[null,"","LOW",582,582,53.199268738574041]
[null,"Class","HIGH",512,512,46.800731261425959]
[null,"","LOW",582,582,53.199268738574041]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24304490000000001,0.44888640000000002,0.28652510957446814,2.2325628220979159E-2]
[null,"1165",470,0,470,0.37571189999999999,0.6634042,0.4284235136170213,2.9552693226216856E-2]
[null,"1403",470,0,470,0.98416879999999995,1.6085881,1.1324500874468106,7.001785366134837E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6659248,1.2105941604255319,6.907832553880075E-2]
[null,"1420",470,0,470,1.1153899,1.6991563999999999,1.2613662836170212,6.7432795595404132E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7191601999999999,1.2934323238297887,6.5994013259193504E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7306178999999999,1.3117436910638296,6.5008162927108246E-2]
[null,"1445.5",470,0,470,1.1813072,1.7363831999999999,1.3201538604255325,6.4467306790161202E-2]
[null,"1454",470,0,470,1.1833969,1.737195,1.3206994580851077,6.4143976518205442E-2]
[null,"1462.5",470,0,470,1.1762925,1.7317397999999999,1.3111333578723405,6.3831628446104544E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7184261000000001,1.2908313285106385,6.3496761367260859E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6993611,1.2634444506382994,6.3115196312439045E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6759485999999999,1.2322575712765946,6.259608011209164E-2]
[null,"1496.5",470,0,470,1.078436,1.6490628000000001,1.1989076527659577,6.1852806666879069E-2]
[null,"1505",470,0,470,1.0491938999999999,1.6198372999999999,1.1653466370212764,6.0872348973245539E-2]
[null,"1913",470,0,470,1.6353717000000001,2.0804594000000001,1.8199013923404248,7.9325710943289732E-2]
[null,"1921.5",470,0,470,1.6491547,2.0994451000000001,1.8367697297872345,8.1564714696413437E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1006455000000002,1.8385963323404264,8.1592910920975745E-2]
[null,"1938.5",470,0,470,1.6443964,2.0886239999999998,1.8287313972340427,7.984211463488633E-2]
[null,"1947",470,0,470,1.6316877999999999,2.0681251999999999,1.8114302865957446,7.7149667971092767E-2]
[null,"1955.5",470,0,470,1.6157933,2.0509941999999999,1.7898784293617018,7.4312655530563904E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0334903999999998,1.7652654180851066,7.1505102142989163E-2]
[null,"1972.5",470,0,470,1.5767682000000001,2.0159576000000001,1.7383733438297866,6.9047151875782226E-2]
[null,"1981",470,0,470,1.5546857999999999,1.9984149,1.7100455046808523,6.7090111445285386E-2]
[null,"2491",470,0,470,1.6254265000000001,2.0002718000000002,1.7688174691489367,5.987432336503147E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",226,226,48.085106382978722]
[null,"","LOW",244,244,51.914893617021278]
[null,"Class","HIGH",226,226,48.085106382978722]
[null,"","LOW",244,244,51.914893617021278]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99044903736337642,0.86836393084614405,0.8502168235026758,0.83567680322928162,0.82480087784689393,0.8179188921531263,0.81460308925355907,0.81450524425977933,0.81866763428551259,0.82698601988824494,0.83731395806499043,0.8477759975860979,0.85774574541578674,0.86669803983190796,0.20983510788416734,0.17971106443179971,0.17548382824066805,0.19085415416661067,0.21991119666006423,0.25891339433906807,0.30529872849980799,0.35737572997797662,0.41237508770724884,0.35119575101881456,8.0069294119550494E-2,-8.0069294119550216E-2,-8.0069294119552548E-2]
[null,"1165",0.99044903736337642,1,0.90523178747733668,0.88985680306539361,0.87800106164817071,0.86947588851814428,0.86442175091129514,0.86234729097597862,0.86303981040245759,0.86770146903581336,0.87622622685035789,0.88645698428722841,0.89663799481365181,0.90622769392880576,0.914755514921609,0.26752323152871443,0.23778802854130229,0.23422588537133646,0.25046552499733432,0.28042139885537082,0.32029797780764596,0.36739485987538284,0.41994321603100038,0.47514104764899168,0.41077121422646018,7.6206444553746727E-2,-7.6206444553773289E-2,-7.6206444553762173E-2]
[null,"1403",0.86836393084614405,0.90523178747733668,1,0.99877558815598932,0.99586930145518271,0.99222045662682101,0.98873035938253839,0.98606192578520835,0.98439327604828686,0.98349110396578243,0.98296060039765598,0.98229621272044809,0.98106740799778536,0.97908541173870745,0.97647089389681707,0.5656075474764517,0.53544717644244477,0.53095151880739944,0.54609833521257578,0.57411837351773687,0.61076635661824386,0.65287944302031198,0.69802458932762024,0.74349550049789481,0.68713769803257763,0.15648797638401069,-0.1564879763840972,-0.15648797638406889]
[null,"1411.5",0.8502168235026758,0.88985680306539361,0.99877558815598932,1,0.99909623426593874,0.99695955940641179,0.99446569530358264,0.99233456548350918,0.99083704096415393,0.9897123101997567,0.98853647832337976,0.98695373436190403,0.98471343870755834,0.98170018169128326,0.97810742168688947,0.59553328017555374,0.5658948013323214,0.5616510201874173,0.57688217710972811,0.60476175530231291,0.64102092233221108,0.68246397459106467,0.72660931082313907,0.77075925014465152,0.71621203831241786,0.15886716135713838,-0.15886716135718829,-0.15886716135716467]
[null,"1420",0.83567680322928162,0.87800106164817071,0.99586930145518271,0.99909623426593874,1,0.99934758351963437,0.99792558660222552,0.99645007017801757,0.99526285410234783,0.99413611452553596,0.99264313890362987,0.99052503621758969,0.98766417090195913,0.98401244310389491,0.97981487437452075,0.61888194489727433,0.5899186858907669,0.58601931738760582,0.6013662406430047,0.62913557416013854,0.66504484815792608,0.70589521888577011,0.74918492245650647,0.79222787575209697,0.73883513087855968,0.15656553889398708,-0.15656553889406366,-0.15656553889405694]
[null,"1428.5",0.82480087784689393,0.86947588851814428,0.99222045662682101,0.99695955940641179,0.99934758351963437,1,0.99958466531673129,0.99877485010340028,0.99796149090299069,0.99698480279472246,0.99543012393111274,0.99308778791156138,0.98992827575490838,0.9859580606786883,0.98145396380742878,0.6348045072742291,0.6065155349616701,0.60298880142307065,0.61848780563327832,0.64622021624341541,0.68189538604854238,0.72232906162328303,0.76501653266328118,0.80728201315280801,0.75434548209461305,0.15128207476839722,-0.1512820747684038,-0.15128207476839906]
[null,"1437",0.8179188921531263,0.86442175091129514,0.98873035938253839,0.99446569530358264,0.99792558660222552,0.99958466531673129,1,0.99977740470664089,0.99933694519100935,0.99860356021035712,0.99718067662364129,0.99486466938966744,0.99167166904907655,0.98764588957419797,0.98307821187334266,0.64297906909942415,0.61523541825675165,0.61205216195696921,0.62773909271015582,0.65553727452081145,0.69114968272627142,0.73141359034831899,0.77382887054199656,0.81572531211827659,0.76262750640727206,0.14466966687853894,-0.14466966687854563,-0.14466966687855848]
[null,"1445.5",0.81460308925355907,0.86234729097597862,0.98606192578520835,0.99233456548350918,0.99645007017801757,0.99877485010340028,0.99977740470664089,1,0.99987145807864164,0.99939918270214201,0.9982040009599441,0.99606078463060244,0.99299864939572224,0.98908307543088769,0.98460635770738003,0.64517462902653078,0.61779557340587565,0.61487974716812022,0.63075517646985813,0.65868431761631996,0.69436530313936662,0.7346555447920482,0.77706183950813301,0.81891548309048079,0.76530218161265262,0.13847423505408796,-0.13847423505422876,-0.13847423505412995]
[null,"1454",0.81450524425977933,0.86303981040245759,0.98439327604828686,0.99083704096415393,0.99526285410234783,0.99796149090299069,0.99933694519100935,0.99987145807864164,1,0.99980327839426708,0.99891491793979648,0.99706449098846184,0.99426893178779907,0.99060057876764407,0.98634370060586429,0.64264213356665489,0.61546232319442506,0.61274563029556728,0.62881179660572262,0.65693199794644597,0.69280251474729426,0.73329420632082143,0.7759220126778813,0.818012643531843,0.76371659091895727,0.13332567572702744,-0.13332567572711529,-0.13332567572708473]
[null,"1462.5",0.81866763428551259,0.86770146903581336,0.98349110396578243,0.9897123101997567,0.99413611452553596,0.99698480279472246,0.99860356021035712,0.99939918270214201,0.99980327839426708,1,0.99962858723663051,0.99832841382618198,0.99606794698509282,0.99291219789358731,0.98912317617478585,0.63339929741307444,0.60627986083145202,0.6037455548969054,0.62007165195728808,0.64852429442038118,0.68480206519258247,0.7257845621056227,0.76899951637787345,0.8117615717262916,0.75638061203051254,0.1276249893064304,-0.12762498930656319,-0.12762498930649735]
[null,"1471",0.82698601988824494,0.87622622685035789,0.98296060039765598,0.98853647832337976,0.99264313890362987,0.99543012393111274,0.99718067662364129,0.9982040009599441,0.99891491793979648,0.99962858723663051,1,0.99952647322026078,0.99808851055605219,0.99573131985215435,0.99267807220724213,0.61693901915794702,0.58975683331313078,0.5873944255811786,0.60404723754318079,0.63297095708891971,0.66986560683277363,0.71162188302459195,0.75578730557085849,0.79965503751375422,0.74272119393773339,0.12061014931055079,-0.12061014931059549,-0.12061014931056324]
[null,"1479.5",0.83731395806499043,0.88645698428722841,0.98229621272044809,0.98695373436190403,0.99052503621758969,0.99308778791156138,0.99486466938966744,0.99606078463060244,0.99706449098846184,0.99832841382618198,0.99952647322026078,1,0.99951502549247773,0.9980900840940089,0.99590139805597766,0.59659281283228116,0.56927947164939241,0.56705865196081717,0.5840342032522402,0.61345607322680495,0.65102614810888348,0.69364857413086023,0.73889626177656287,0.78403992688280821,0.7253949178634167,0.11306625984033127,-0.11306625984032437,-0.11306625984035626]
[null,"1488",0.8477759975860979,0.89663799481365181,0.98106740799778536,0.98471343870755834,0.98766417090195913,0.98992827575490838,0.99167166904907655,0.99299864939572224,0.99426893178779907,0.99606794698509282,0.99808851055605219,0.99951502549247773,1,0.99952801221648502,0.99822691532119379,0.57527795459161279,0.54782748713794682,0.54572482854499449,0.56298677045971601,0.59286458236620854,0.63106729115188487,0.67451450901136289,0.72080840073169761,0.76719918694579725,0.70696871729342114,0.1059419808104501,-0.10594198081051706,-0.10594198081051862]
[null,"1496.5",0.85774574541578674,0.90622769392880576,0.97908541173870745,0.98170018169128326,0.98401244310389491,0.9859580606786883,0.98764588957419797,0.98908307543088769,0.99060057876764407,0.99291219789358731,0.99573131985215435,0.9980900840940089,0.99952801221648502,1,0.99958237906709435,0.55401494538056073,0.52645395930269945,0.52445669815678131,0.5419629395143859,0.57223718970978266,0.61099918267911213,0.65518729321940172,0.70243722508016293,0.74998127225867983,0.68834308027771907,9.9101089734526179E-2,-9.9101089734587131E-2,-9.9101089734552811E-2]
[null,"1505",0.86669803983190796,0.914755514921609,0.97647089389681707,0.97810742168688947,0.97981487437452075,0.98145396380742878,0.98307821187334266,0.98460635770738003,0.98634370060586429,0.98912317617478585,0.99267807220724213,0.99590139805597766,0.99822691532119379,0.99958237906709435,1,0.53405413336668961,0.5064168418398971,0.50450994765936108,0.52221070916088363,0.55280511709051905,0.59202890159221433,0.63683870398277831,0.68490572945763606,0.73344836399468505,0.67068030710151982,9.3018229431978988E-2,-9.301822943203393E-2,-9.301822943199918E-2]
[null,"1913",0.20983510788416734,0.26752323152871443,0.5656075474764517,0.59553328017555374,0.61888194489727433,0.6348045072742291,0.64297906909942415,0.64517462902653078,0.64264213356665489,0.63339929741307444,0.61693901915794702,0.59659281283228116,0.57527795459161279,0.55401494538056073,0.53405413336668961,1,0.99911620467811824,0.99863529883688307,0.99895190280280799,0.99856503152405129,0.99585573801574923,0.98930718610920565,0.97773317592177267,0.96046733769451242,0.97096545910743359,0.20829317446429602,-0.20829317446430651,-0.20829317446432766]
[null,"1921.5",0.17971106443179971,0.23778802854130229,0.53544717644244477,0.5658948013323214,0.5899186858907669,0.6065155349616701,0.61523541825675165,0.61779557340587565,0.61546232319442506,0.60627986083145202,0.58975683331313078,0.56927947164939241,0.54782748713794682,0.52645395930269945,0.5064168418398971,0.99911620467811824,1,0.99988866000776744,0.9995166610924876,0.99776078151771419,0.99319171407983953,0.9844401645825831,0.970442049332084,0.9506450570927788,0.9629859682680536,0.20316062728247455,-0.20316062728250509,-0.20316062728249623]
[null,"1930",0.17548382824066805,0.23422588537133646,0.53095151880739944,0.5616510201874173,0.58601931738760582,0.60298880142307065,0.61205216195696921,0.61487974716812022,0.61274563029556728,0.6037455548969054,0.5873944255811786,0.56705865196081717,0.54572482854499449,0.52445669815678131,0.50450994765936108,0.99863529883688307,0.99988866000776744,1,0.99967906312585242,0.99788286661658387,0.99320461329435883,0.98429869754310628,0.9701196283555783,0.95012943287138252,0.96221706704200349,0.19921697012067022,-0.19921697012073125,-0.1992169701206758]
[null,"1938.5",0.19085415416661067,0.25046552499733432,0.54609833521257578,0.57688217710972811,0.6013662406430047,0.61848780563327832,0.62773909271015582,0.63075517646985813,0.62881179660572262,0.62007165195728808,0.60404723754318079,0.5840342032522402,0.56298677045971601,0.5419629395143859,0.52221070916088363,0.99895190280280799,0.9995166610924876,0.99967906312585242,1,0.9991728849547048,0.99571330271744241,0.98821085422609023,0.97555474484869975,0.95713903542381795,0.96743369376002508,0.19651608205495649,-0.19651608205497473,-0.19651608205496385]
[null,"1947",0.21991119666006423,0.28042139885537082,0.57411837351773687,0.60476175530231291,0.62913557416013854,0.64622021624341541,0.65553727452081145,0.65868431761631996,0.65693199794644597,0.64852429442038118,0.63297095708891971,0.61345607322680495,0.59286458236620854,0.57223718970978266,0.55280511709051905,0.99856503152405129,0.99776078151771419,0.99788286661658387,0.9991728849547048,1,0.99862893708305633,0.99355805539886977,0.98356700781246764,0.9679249695005141,0.97534022706514045,0.19381202939539288,-0.19381202939546824,-0.19381202939547268]
[null,"1955.5",0.25891339433906807,0.32029797780764596,0.61076635661824386,0.64102092233221108,0.66504484815792608,0.68189538604854238,0.69114968272627142,0.69436530313936662,0.69280251474729426,0.68480206519258247,0.66986560683277363,0.65102614810888348,0.63106729115188487,0.61099918267911213,0.59202890159221433,0.99585573801574923,0.99319171407983953,0.99320461329435883,0.99571330271744241,0.99862893708305633,1,0.99811079758035715,0.99162226142345744,0.97965307258220014,0.98340614666959758,0.19186471608395081,-0.19186471608397604,-0.19186471608397007]
[null,"1964",0.30529872849980799,0.36739485987538284,0.65287944302031198,0.68246397459106467,0.70589521888577011,0.72232906162328303,0.73141359034831899,0.7346555447920482,0.73329420632082143,0.7257845621056227,0.71162188302459195,0.69364857413086023,0.67451450901136289,0.65518729321940172,0.63683870398277831,0.98930718610920565,0.9844401645825831,0.98429869754310628,0.98821085422609023,0.99355805539886977,0.99811079758035715,1,0.99766651781757176,0.99008205332399102,0.98938133676424012,0.18953251278093217,-0.18953251278097294,-0.1895325127809547]
[null,"1972.5",0.35737572997797662,0.41994321603100038,0.69802458932762024,0.72660931082313907,0.74918492245650647,0.76501653266328118,0.77382887054199656,0.77706183950813301,0.7759220126778813,0.76899951637787345,0.75578730557085849,0.73889626177656287,0.72080840073169761,0.70243722508016293,0.68490572945763606,0.97773317592177267,0.970442049332084,0.9701196283555783,0.97555474484869975,0.98356700781246764,0.99162226142345744,0.99766651781757176,1,0.99734814344822587,0.9915247861356471,0.1862681098651908,-0.18626810986520295,-0.18626810986520664]
[null,"1981",0.41237508770724884,0.47514104764899168,0.74349550049789481,0.77075925014465152,0.79222787575209697,0.80728201315280801,0.81572531211827659,0.81891548309048079,0.818012643531843,0.8117615717262916,0.79965503751375422,0.78403992688280821,0.76719918694579725,0.74998127225867983,0.73344836399468505,0.96046733769451242,0.9506450570927788,0.95012943287138252,0.95713903542381795,0.9679249695005141,0.97965307258220014,0.99008205332399102,0.99734814344822587,1,0.98857653335379347,0.18169981994734188,-0.1816998199474199,-0.18169981994740539]
[null,"2491",0.35119575101881456,0.41077121422646018,0.68713769803257763,0.71621203831241786,0.73883513087855968,0.75434548209461305,0.76262750640727206,0.76530218161265262,0.76371659091895727,0.75638061203051254,0.74272119393773339,0.7253949178634167,0.70696871729342114,0.68834308027771907,0.67068030710151982,0.97096545910743359,0.9629859682680536,0.96221706704200349,0.96743369376002508,0.97534022706514045,0.98340614666959758,0.98938133676424012,0.9915247861356471,0.98857653335379347,1,0.19616507660512503,-0.1961650766051598,-0.19616507660514357]
[null,"Class-HIGH",8.0069294119550494E-2,7.6206444553746727E-2,0.15648797638401069,0.15886716135713838,0.15656553889398708,0.15128207476839722,0.14466966687853894,0.13847423505408796,0.13332567572702744,0.1276249893064304,0.12061014931055079,0.11306625984033127,0.1059419808104501,9.9101089734526179E-2,9.3018229431978988E-2,0.20829317446429602,0.20316062728247455,0.19921697012067022,0.19651608205495649,0.19381202939539288,0.19186471608395081,0.18953251278093217,0.1862681098651908,0.18169981994734188,0.19616507660512503,1,-1.0000000000000024,-1]
[null,"Class-LOW",-8.0069294119550216E-2,-7.6206444553773289E-2,-0.1564879763840972,-0.15886716135718829,-0.15656553889406366,-0.1512820747684038,-0.14466966687854563,-0.13847423505422876,-0.13332567572711529,-0.12762498930656319,-0.12061014931059549,-0.11306625984032437,-0.10594198081051706,-9.9101089734587131E-2,-9.301822943203393E-2,-0.20829317446430651,-0.20316062728250509,-0.19921697012073125,-0.19651608205497473,-0.19381202939546824,-0.19186471608397604,-0.18953251278097294,-0.18626810986520295,-0.1816998199474199,-0.1961650766051598,-1.0000000000000024,1,1]
[null,"Class",-8.0069294119552548E-2,-7.6206444553762173E-2,-0.15648797638406889,-0.15886716135716467,-0.15656553889405694,-0.15128207476839906,-0.14466966687855848,-0.13847423505412995,-0.13332567572708473,-0.12762498930649735,-0.12061014931056324,-0.11306625984035626,-0.10594198081051862,-9.9101089734552811E-2,-9.301822943199918E-2,-0.20829317446432766,-0.20316062728249623,-0.1992169701206758,-0.19651608205496385,-0.19381202939547268,-0.19186471608397007,-0.1895325127809547,-0.18626810986520664,-0.18169981994740539,-0.19616507660514357,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1512.1239935646058,1.0902411224787195E-2]
[null,"R²(McFadden)",0,0.99999279000183106]
[null,"R²(Cox and Snell)",0,0.74897116577594747]
[null,"R²(Nagelkerke)",0,0.98860797761344477]
[null,"AIC",1514.1239935646058,54.010902411224784]
[null,"SBC",1519.1215895475877,188.9459939517368]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.532:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1512.113091153381,0]
[null,"Score",26,1093.9989752173424,0]
[null,"Wald",26,0.8092630366856457,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,4.0780310638951621E-23,0.99999999999490474,0,1]
[null,"1165",1,1.6176677707144714E-23,0.9999999999967909,0,1]
[null,"1403",1,5.1860798242192095E-29,0.99999999999999423,0,1]
[null,"1411.5",1,2.3634407250188795E-27,0.99999999999996125,4.5741188614556449E-14,0.99999982935491483]
[null,"1420",1,5.3454131699280361E-26,0.99999999999981548,0,1]
[null,"1428.5",1,1.2370572763212519E-24,0.9999999999991126,0,1]
[null,"1437",1,2.5296362066083369E-24,0.99999999999873102,0,1]
[null,"1445.5",1,1.0834930256632332E-24,0.99999999999916944,0,1]
[null,"1454",1,4.8453460811861983E-26,0.99999999999982436,1.4876988529977098E-13,0.99999969225034446]
[null,"1462.5",1,8.0072868319159847E-28,0.99999999999997746,0,1]
[null,"1471",1,4.7124756419092917E-27,0.99999999999994527,0,1]
[null,"1479.5",1,1.2299555911995769E-26,0.99999999999991152,0,1]
[null,"1488",1,1.226793897552064E-29,0.99999999999999722,0,1]
[null,"1496.5",1,1.0142520508005469E-26,0.99999999999991962,0,1]
[null,"1505",1,1.0177440890562787E-26,0.99999999999991951,3.979039320256561E-13,0.99999949669739652]
[null,"1913",1,2.6641664043948448E-28,0.99999999999998701,0,1]
[null,"1921.5",1,4.428577085910499E-29,0.99999999999999467,2.2071060257200514E-13,0.99999962515505392]
[null,"1930",1,1.6997679700528074E-30,0.999999999999999,3.659295089164516E-13,0.99999951734281245]
[null,"1938.5",1,6.1435745520815227E-28,0.99999999999998024,2.2426505097428162E-13,0.99999962214875193]
[null,"1947",1,2.2981067807882768E-27,0.9999999999999617,2.3090904188727279E-14,0.99999987875592311]
[null,"1955.5",1,1.5077571473866532E-27,0.99999999999996902,1.5498539951419588E-13,0.99999968588732957]
[null,"1964",1,8.5282232309025238E-29,0.99999999999999267,0,1]
[null,"1972.5",1,1.44389550599981E-27,0.99999999999996969,4.6185104352058914E-13,0.99999945776065602]
[null,"1981",1,1.7349939797910732E-27,0.9999999999999668,0,1]
[null,"2491",1,3.097965399437137E-29,0.99999999999999556,3.388383323921218E-13,0.99999953555282106]
[null,"Class",1,0.64075571116794261,0.42343727564857236,1256.3940501821601,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.5637452273993278E-3,1,0.95961761587295002]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.209246313990109,802.1604260044337,2.3166223701907317E-4,0.98785630317248829,-1559.9962984780066,1584.414791105987]
[null,"961",6.9963239844060096E-8,10955.813928723117,4.0780310638951615E-23,0.99999999999490474,-21473.000721549619,21473.000721689543]
[null,"1165",-5.3202974156990537E-8,13227.910397146532,1.6176677707144711E-23,0.9999999999967909,-25926.227969183321,25926.227969076917]
[null,"1403",-5.3314691532749432E-10,74033.333062616934,5.1860798242192084E-29,0.99999999999999423,-145102.66645818809,145102.66645818704]
[null,"1411.5",1.0528082824368029E-8,216559.34815250023,2.3634407250188799E-27,0.99999999999996125,-424448.52289436053,424448.5228943816]
[null,"1420",6.030820787743686E-8,260846.96228581728,5.3454131699280361E-26,0.99999999999981548,-511250.65155681921,511250.65155693982]
[null,"1428.5",-2.7887701982363091E-7,250736.65322593579,1.2370572763212521E-24,0.9999999999991126,-491434.80992722168,491434.80992666393]
[null,"1437",3.9751341354699361E-7,249932.51165152428,2.5296362066083369E-24,0.99999999999873102,-489858.72140222741,489858.72140302241]
[null,"1445.5",-2.3386938719061062E-7,224677.88013168448,1.0834930256632336E-24,0.99999999999916944,-440360.55318114272,440360.55318067496]
[null,"1454",5.0351714209908543E-8,228745.13147678933,4.8453460811861971E-26,0.99999999999982436,-448332.21933333611,448332.21933343681]
[null,"1462.5",-6.8766208040503875E-9,243014.60988697916,8.0072868319159847E-28,0.99999999999997746,-476299.88309553725,476299.88309552352]
[null,"1471",1.7051086729149853E-8,248386.22335858684,4.7124756419092938E-27,0.99999999999994527,-486828.05203873455,486828.05203876866]
[null,"1479.5",-2.8017492216812443E-8,252629.7803186836,1.2299555911995771E-26,0.99999999999991152,-495145.27084691351,495145.27084685751]
[null,"1488",-1.0164199480330934E-9,290193.29674414301,1.2267938975520642E-29,0.99999999999999722,-568768.41017346573,568768.41017346364]
[null,"1496.5",2.8732723379570122E-8,285301.36171641306,1.0142520508005466E-26,0.99999999999991962,-559180.39370437525,559180.39370443276]
[null,"1505",-1.6285082445434242E-8,161424.95247535681,1.0177440890562788E-26,0.99999999999991951,-316387.09305780544,316387.09305777284]
[null,"1913",-4.3378142794262344E-10,26576.040706579643,2.6641664043948448E-28,0.99999999999998701,-52088.082636566935,52088.082636566061]
[null,"1921.5",2.8168772803479837E-10,42328.78694563813,4.4285770859104979E-29,0.99999999999999467,-82962.89792271964,82962.897922720193]
[null,"1930",-5.6190330754179421E-11,43098.957750251371,1.6997679700528074E-30,0.999999999999999,-84472.404961706154,84472.404961706037]
[null,"1938.5",-1.093803709860134E-9,44129.481593145094,6.1435745520815218E-28,0.99999999999998024,-86492.194578988696,86492.194578986513]
[null,"1947",2.2496596885196969E-9,46927.965268356631,2.2981067807882761E-27,0.9999999999999617,-91977.121793723258,91977.121793727769]
[null,"1955.5",-1.9191664739534989E-9,49425.030998331262,1.5077571473866529E-27,0.99999999999996902,-96871.280691506923,96871.280691503081]
[null,"1964",4.7048908121189408E-10,50947.19396313266,8.5282232309025215E-29,0.99999999999999267,-99854.665281115987,99854.665281116919]
[null,"1972.5",2.1649082196423222E-9,56973.330391869815,1.4438955059998098E-27,0.99999999999996969,-111665.67564736393,111665.67564736826]
[null,"1981",-1.6478832068636958E-9,39561.927423010864,1.7349939797910732E-27,0.9999999999999668,-77539.952908090432,77539.952908087143]
[null,"2491",1.2457487334682126E-11,2238.1653752344469,3.0979653994371376E-29,0.99999999999999556,-4386.7235269040775,4386.723526904103]
[null,"Class-HIGH",-24.419060353013499,30.505820138478693,0.6407557111679425,0.42343727564857236,-84.209369143288399,35.371248437261407,2.482771980180163E-11,2.6812397946379008E-37,2298994934319269]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",8.2276252410174621E-10,128.83956119923161,4.0780310638951621E-23,0.99999999999490474,-252.52089973361532,252.52089973526083]
[null,"1165",-8.0563117672890984E-10,200.30491129070651,1.6176677707144717E-23,0.9999999999967909,-392.59041205708075,392.59041205546947]
[null,"1403",-1.9832001800522978E-11,2753.8923182077351,5.1860798242192084E-29,0.99999999999999423,-5397.5297609886975,5397.5297609886575]
[null,"1411.5",3.8793996367949027E-10,7979.8028813264045,2.3634407250188799E-27,0.99999999999996125,-15640.126251128313,15640.126251129088]
[null,"1420",2.170842214732144E-9,9389.3951958494508,5.3454131699280361E-26,0.99999999999981548,-18402.876420476154,18402.876420480497]
[null,"1428.5",-9.8149172696293547E-9,8824.533155986388,1.2370572763212521E-24,0.9999999999991126,-17295.76716612271,17295.76716610308]
[null,"1437",1.3758222554598787E-8,8650.3423576296882,2.5296362066083365E-24,0.99999999999873102,-16954.359474881727,16954.359474909244]
[null,"1445.5",-8.0114688737301354E-9,7696.603069403036,1.083493025663233E-24,0.99999999999916944,-15085.064819338391,15085.06481932237]
[null,"1454",1.7126623453460977E-9,7780.5329869870784,4.8453460811861983E-26,0.99999999999982436,-15249.564435018805,15249.564435022232]
[null,"1462.5",-2.3199869306700363E-10,8198.6594137572847,8.0072868319159865E-28,0.99999999999997746,-16069.077172474781,16069.077172474315]
[null,"1471",5.6965516866985477E-10,8298.2685039488242,4.7124756419092938E-27,0.99999999999994527,-16264.307401782198,16264.307401783337]
[null,"1479.5",-9.2577552339435093E-10,8347.5874746272202,1.2299555911995774E-26,0.99999999999991152,-16360.970808067936,16360.970808066084]
[null,"1488",-3.3136717661129248E-11,9460.7089913684758,1.2267938975520637E-29,0.99999999999999722,-18542.648891296503,18542.648891296438]
[null,"1496.5",9.2059302721889747E-10,9141.0215725995622,1.0142520508005472E-26,0.99999999999991962,-17916.073064197906,17916.073064199747]
[null,"1505",-5.1081721103574374E-10,5063.4465186977122,1.0177440890562788E-26,0.99999999999991951,-9924.1728142927423,9924.17281429172]
[null,"1913",-1.9117321628515907E-11,1171.2412866772527,2.6641664043948448E-28,0.99999999999998701,-2295.5907390937864,2295.5907390937482]
[null,"1921.5",1.2739964913128794E-11,1914.4151726628122,4.4285770859105001E-29,0.99999999999999467,-3752.1847898761275,3752.184789876153]
[null,"1930",-2.5395150501315831E-12,1947.8520660533341,1.6997679700528081E-30,0.999999999999999,-3817.7198966764709,3817.7198966764654]
[null,"1938.5",-4.836169587257139E-11,1951.1513341775187,6.1435745520815227E-28,0.99999999999998024,-3824.1863433752596,3824.1863433751632]
[null,"1947",9.6065097160949266E-11,2003.920666790603,2.2981067807882772E-27,0.9999999999999617,-3927.6123347849752,3927.6123347851671]
[null,"1955.5",-7.8823889150829026E-11,2029.9818788847535,1.5077571473866532E-27,0.99999999999996902,-3978.6913718831447,3978.6913718829874]
[null,"1964",1.8572052576289487E-11,2011.0859160865007,8.5282232309025238E-29,0.99999999999999267,-3941.6559653452632,3941.6559653453005]
[null,"1972.5",8.2343739635582334E-11,2167.018925511416,1.4438955059998102E-27,0.99999999999996969,-4247.2790478189781,4247.2790478191437]
[null,"1981",-6.0694173914808454E-11,1457.1290570933427,1.7349939797910739E-27,0.9999999999999668,-2855.9204727298197,2855.9204727296988]
[null,"2491",4.1195760183020276E-13,74.014062042352123,3.0979653994371376E-29,0.99999999999999556,-145.06489595252282,145.06489595252361]
[null,"Class-HIGH",-6.7176729089311404,8.392137885178478,0.6407557111679425,0.42343727564857236,-23.165960917175092,9.7306150993128089]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
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[null,"Obs16","LOW","LOW",4.9841319915394414E-6,0.99999501586800843]
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[null,"Obs1450","HIGH","HIGH",0.99999501869684937,4.9813031505211072E-6]
[null,"Obs1455","HIGH","HIGH",0.9999950186968507,4.9813031492970464E-6]
[null,"Obs1456","HIGH","HIGH",0.99999501869685314,4.9813031468228301E-6]
[null,"Obs1460","LOW","LOW",4.9841319914568548E-6,0.99999501586800843]
[null,"Obs1465","HIGH","HIGH",0.99999501869685092,4.981303149146648E-6]
[null,"Obs1468","LOW","LOW",4.9841319907622412E-6,0.99999501586800932]
[null,"Obs1472","LOW","LOW",4.9841319915930585E-6,0.99999501586800843]
[null,"Obs1473","LOW","LOW",4.9841319909668903E-6,0.9999950158680091]
[null,"Obs1477","LOW","LOW",4.9841319919777191E-6,0.99999501586800799]
[null,"Obs1481","LOW","LOW",4.9841319915518809E-6,0.99999501586800843]
[null,"Obs1483","LOW","LOW",4.9841319934040616E-6,0.99999501586800665]
[null,"Obs1485","LOW","LOW",4.9841319911228994E-6,0.99999501586800887]
[null,"Obs1492","LOW","LOW",4.9841319906133243E-6,0.99999501586800932]
[null,"Obs1496","LOW","LOW",4.9841319908077133E-6,0.9999950158680091]
[null,"Obs1498","LOW","LOW",4.984131991671271E-6,0.99999501586800821]
[null,"Obs1502","LOW","LOW",4.9841319896213014E-6,0.99999501586801043]
[null,"Obs1507","LOW","LOW",4.9841319914568548E-6,0.99999501586800843]
[null,"Obs1508","LOW","LOW",4.9841319912468931E-6,0.99999501586800865]
[null,"Obs1511","HIGH","HIGH",0.9999950186968507,4.9813031492297174E-6]
[null,"Obs1519","LOW","LOW",4.9841319915930585E-6,0.99999501586800843]
[null,"Obs1524","LOW","LOW",4.9841319919777191E-6,0.99999501586800799]
[null,"Obs1531","LOW","LOW",4.9841319916037091E-6,0.99999501586800843]
[null,"Obs1533","LOW","LOW",4.9841319904099221E-6,0.99999501586800954]
[null,"Obs1534","LOW","LOW",4.9841319925209103E-6,0.99999501586800754]
[null,"Obs1535","LOW","LOW",4.9841319915891004E-6,0.99999501586800843]
[null,"Obs1539","LOW","LOW",4.9841319902183673E-6,0.99999501586800976]
[null,"Obs1540","LOW","LOW",4.9841319917185575E-6,0.99999501586800821]
[null,"Obs1542","LOW","LOW",4.9841319918647562E-6,0.99999501586800821]
[null,"Obs1543","LOW","LOW",4.9841319908755048E-6,0.9999950158680091]
[null,"Obs1544","LOW","LOW",4.9841319904310208E-6,0.99999501586800954]
[null,"Obs1546","LOW","LOW",4.9841319908427203E-6,0.9999950158680091]
[null,"Obs1548","LOW","LOW",4.9841319906133243E-6,0.99999501586800932]
[null,"Obs1553","LOW","LOW",4.9841319912569067E-6,0.99999501586800865]
[null,"Obs1554","LOW","LOW",4.9841319915955107E-6,0.99999501586800843]
[null,"Obs1561","LOW","LOW",4.9841319896213014E-6,0.99999501586801043]
[null,"Obs1563","LOW","LOW",4.9841319906239487E-6,0.99999501586800932]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",512,0,512,1]
[null,"LOW",0,582,582,1]
[null,"Total",512,582,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",226,0,226,1]
[null,"LOW",0,244,244,1]
[null,"Total",226,244,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000013]

{"sheet":"XLSTAT_20230729_125017_1_HID","index":98,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)2","index":100,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 12:49:45 / End time: 07/29/2023 at 12:49:51 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 160620299"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.40261249999999998,0.28485736042047555,2.1410611582180005E-2]
[null,"1165",1094,0,1094,0.37279610000000002,0.58655199999999996,0.42634727605118816,2.7745270285403453E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1289435430530157,6.8025619779696928E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2072355699268735,6.7457727954244109E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2580923555758698,6.5968805288785973E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2901909393967073,6.4556658140322798E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3084898952467996,6.3529651832843842E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3168610617915908,6.2911717766341427E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3173708824497272,6.2490552667305181E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3077472369287009,6.2007308846295621E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2873695831809873,6.1429073456665907E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2598987181901282,6.0771738216132389E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6649065000000001,1.228645373948813,5.9978523508092435E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6225902999999999,1.1952434728519179,5.8958454778925529E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.5784748,1.1616589611517376,5.7736226446847436E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8193582936928705,8.0152892340765614E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8362551675502756,8.2178489917454398E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8380786567641658,8.2094062772487278E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8281116925959797,8.0321160097995128E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8106733952468013,7.7630920527238925E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.788957247989031,7.4761645752270386E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7641478272394884,7.1958480474924036E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7370657217550274,6.9454699502355638E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.708512061243145,6.7394583954407408E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7680870081352826,6.0314703928169025E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.44888640000000002,0.28555955468085092,2.2227987935978657E-2]
[null,"1165",470,0,470,0.36954720000000002,0.6634042,0.42686081042553176,2.905333986020063E-2]
[null,"1403",470,0,470,0.98416879999999995,1.6085881,1.1274550978723392,6.8974721890797314E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6659248,1.2054688359574459,6.7867196288665846E-2]
[null,"1420",470,0,470,1.1153899,1.6991563999999999,1.2561825482978721,6.608347422025386E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7191601999999999,1.2882214774468086,6.4548332240085438E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7306178999999999,1.3064984068085104,6.3493024285514413E-2]
[null,"1445.5",470,0,470,1.1813072,1.7363831999999999,1.3148772393617016,6.2900553180838703E-2]
[null,"1454",470,0,470,1.1833969,1.737195,1.3154085827659578,6.2541873775057086E-2]
[null,"1462.5",470,0,470,1.1762925,1.7317397999999999,1.305853635319149,6.2197066972732133E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7184261000000001,1.285589591914893,6.1835515401911116E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6993611,1.2582711144680858,6.1454881384523187E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6759485999999999,1.2271774772340425,6.0933415547845309E-2]
[null,"1496.5",470,0,470,1.078436,1.6490628000000001,1.1939447651063824,6.0207295812458386E-2]
[null,"1505",470,0,470,1.0491938999999999,1.6198372999999999,1.1605236382978732,5.9242227410192243E-2]
[null,"1913",470,0,470,1.6373757,2.0698973999999999,1.8134151753191492,7.8793950217560429E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.0844488000000001,1.8301682568085098,8.1200002529689508E-2]
[null,"1930",470,0,470,1.6550658,2.0864726999999998,1.8319824470212764,8.1288682092498038E-2]
[null,"1938.5",470,0,470,1.6482393,2.0783459999999998,1.8221257657446799,7.9528781002232485E-2]
[null,"1947",470,0,470,1.6351035,2.0656793000000002,1.8048853289361693,7.6720196562348034E-2]
[null,"1955.5",470,0,470,1.6188452,2.0509941999999999,1.7833969042553193,7.3687474284193366E-2]
[null,"1964",470,0,470,1.5993453,2.0334903999999998,1.7588586070212759,7.0669129445055476E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0159576000000001,1.7320581419148928,6.7979283752320152E-2]
[null,"1981",470,0,470,1.5550659,1.9984149,1.703814537446809,6.5751083441067171E-2]
[null,"2491",470,0,470,1.6252377,1.9761082999999999,1.7635482080851046,5.9083025636441154E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
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[null,"1165",0.99069046566817953,1,0.90615708853506416,0.89170383152002186,0.88123409984792989,0.87414358564446515,0.87022186001032908,0.86888881401656304,0.86993555773056563,0.87467854488467833,0.88301953329338134,0.8928975741490548,0.9026835229422161,0.91192667652800175,0.92014203726563426,0.31008739115737893,0.2822757071879281,0.27938373623358087,0.29564911946693356,0.32489503360522987,0.3637088269530685,0.40916498412747782,0.45928713640011454,0.51142411722076209,0.45166905335056545,8.5967282000234083E-2,-8.5967282000249071E-2,-8.596728200023844E-2]
[null,"1403",0.87238923505974131,0.90615708853506416,1,0.99887376297561437,0.99625505191514119,0.99298633699037553,0.98983735117758365,0.98739534352993996,0.98580498561615304,0.98484911208891002,0.98411115481354017,0.98315272564601097,0.98160220116652919,0.97931193769540348,0.97638663060109288,0.59031684111916882,0.56138661409817847,0.55740418474493869,0.57277544581724071,0.60048958608340053,0.63649180740416633,0.67757458780166213,0.72111543238016118,0.76440388959172112,0.71094363364921453,0.15914222326821983,-0.15914222326820446,-0.1591422232682296]
[null,"1411.5",0.85533365955528584,0.89170383152002186,0.99887376297561437,1,0.99918629839631212,0.9972589151443334,0.99498390079435883,0.9930056136647567,0.99155883289464297,0.9903846032366429,0.98904320836066717,0.98723311883119269,0.98474596821547511,0.98149582433132609,0.97765812063149227,0.61707317444538989,0.58857141959192882,0.58481240004143764,0.60027521097709324,0.62789346905696874,0.66357440548402002,0.70408294226256629,0.7467521359419389,0.78887108311377852,0.73704949289274935,0.16130234559899972,-0.16130234559900894,-0.16130234559901199]
[null,"1420",0.84231470368316397,0.88123409984792989,0.99625505191514119,0.99918629839631212,1,0.99940797265785353,0.99810042964105716,0.99671741785526879,0.99556215251507518,0.9944004759254248,0.99279621797148065,0.99053043114410044,0.98751181970615598,0.98371088199175039,0.97935247417676563,0.63778107700145448,0.60988499531021989,0.60644642174148666,0.62202425739120115,0.64956057601268524,0.68494641330907469,0.72493982503597953,0.76685457025482562,0.8079937076802467,0.75723719157686054,0.15876894618641157,-0.15876894618646525,-0.15876894618644094]
[null,"1428.5",0.83297650413464264,0.87414358564446515,0.99298633699037553,0.9972589151443334,0.99940797265785353,1,0.99961459289248988,0.99884893097620042,0.99805321395447155,0.99705651023160502,0.9954402953345094,0.99302228652070668,0.98978598224800396,0.98574698267812322,0.98116067611440916,0.65165193477731098,0.62437445640301326,0.62128763316878244,0.63701447017201707,0.66453455716924481,0.69973441367163991,0.73937716874432613,0.78077173542634226,0.82123823331852852,0.77089352059509975,0.15326584040521088,-0.15326584040521085,-0.15326584040521096]
[null,"1437",0.82728789667578606,0.87022186001032908,0.98983735117758365,0.99498390079435883,0.99810042964105716,0.99961459289248988,1,0.99978722932351172,0.99935381575460747,0.99861085341935119,0.99716191615304062,0.99482211841889479,0.9916112663160116,0.9875754739567153,0.9829838167602708,0.65844302078907424,0.63166895079574226,0.62890945611064408,0.64482087069840111,0.67242083996861146,0.70759706536190581,0.74712225356898287,0.78830408557444431,0.82847788250485144,0.77795783414578945,0.14649095277822086,-0.14649095277816504,-0.14649095277818447]
[null,"1445.5",0.82473746037543427,0.86888881401656304,0.98739534352993996,0.9930056136647567,0.99671741785526879,0.99884893097620042,0.99978722932351172,1,0.99987247003019375,0.99939726267927309,0.99819759927962326,0.99606232847148968,0.99301891544535836,0.98912988503436794,0.98466604484018239,0.65986265940619759,0.63342831803704669,0.63092623763509459,0.64702319537438224,0.67476183982666482,0.71003378379627635,0.74961983442986269,0.79082847253107558,0.8310047381683684,0.77997635846096069,0.14025649866437975,-0.14025649866441947,-0.1402564986643926]
[null,"1454",0.82498681798842466,0.86993555773056563,0.98580498561615304,0.99155883289464297,0.99556215251507518,0.99805321395447155,0.99935381575460747,0.99987247003019375,1,0.99980289836755021,0.9989183277275987,0.99708850702496443,0.99432728261274039,0.9907014899150689,0.98647487905111675,0.65709148849231325,0.63084707092977899,0.62853923443956006,0.64482482383703277,0.6727562592663352,0.70823207168636204,0.74803613210799791,0.78947846708857394,0.82990626450889415,0.7782279297553738,0.13510553563813316,-0.1351055356381631,-0.13510553563818734]
[null,"1462.5",0.82917970062029855,0.87467854488467833,0.98484911208891002,0.9903846032366429,0.9944004759254248,0.99705651023160502,0.99861085341935119,0.99939726267927309,0.99980289836755021,1,0.99963241357953514,0.99835333081907673,0.99612986856028252,0.99302042842301907,0.98926780384289492,0.64805497160312364,0.62187661777645431,0.61975041048143742,0.63629259101606139,0.66455105350142318,0.70043824023961998,0.74073530608761429,0.78275642402563705,0.8238439544996603,0.77116608061032166,0.12951096955180388,-0.1295109695518005,-0.12951096955180164]
[null,"1471",0.83722196839810403,0.88301953329338134,0.98411115481354017,0.98904320836066717,0.99279621797148065,0.9954402953345094,0.99716191615304062,0.99819759927962326,0.9989183277275987,0.99963241357953514,1,0.99953586772286696,0.99812476867268496,0.99580548180578876,0.99278433842461611,0.63231589074093697,0.60609945047724256,0.6041491359132205,0.62101274522673311,0.6497271855893908,0.68622346323172756,0.72727813289622045,0.77021575499801409,0.8123657805152632,0.75828749576575205,0.12262910592052356,-0.12262910592050316,-0.12262910592052004]
[null,"1479.5",0.84707921926610841,0.8928975741490548,0.98315272564601097,0.98723311883119269,0.99053043114410044,0.99302228652070668,0.99482211841889479,0.99606232847148968,0.99708850702496443,0.99835333081907673,0.99953586772286696,1,0.99952394269532219,0.99812102381955459,0.99595315670489259,0.61302363050805897,0.58671367008840447,0.58491358548053074,0.60209365341938059,0.63128475186618671,0.66843877194615409,0.71032997570935374,0.75429936398710051,0.79766242147484701,0.74205040469799821,0.11525015535616054,-0.11525015535618109,-0.11525015535617988]
[null,"1488",0.85700711949322117,0.9026835229422161,0.98160220116652919,0.98474596821547511,0.98751181970615598,0.98978598224800396,0.9916112663160116,0.99301891544535836,0.99432728261274039,0.99612986856028252,0.99812476867268496,0.99952394269532219,1,0.99953447178162225,0.99824330576748976,0.5928542333678416,0.56645099070251137,0.56478013206694466,0.58223990636404699,0.6118635080417717,0.64962802548155685,0.69230892123493648,0.73726805737459744,0.78180972342434596,0.72479759040534053,0.1082344199822219,-0.10823441998228442,-0.10823441998224766]
[null,"1496.5",0.86649299045530714,0.91192667652800175,0.97931193769540348,0.98149582433132609,0.98371088199175039,0.98574698267812322,0.9875754739567153,0.98912988503436794,0.9907014899150689,0.99302042842301907,0.99580548180578876,0.99812102381955459,0.99953447178162225,1,0.99958422027737626,0.57277213465504717,0.5463055947369706,0.54475086696328723,0.56244589415897095,0.59243824124392441,0.63073468377172448,0.67411472500024583,0.71996732892169768,0.76558906458054998,0.70736647108436446,0.10156137694619607,-0.1015613769461324,-0.10156137694614872]
[null,"1505",0.87499030430876701,0.92014203726563426,0.97638663060109288,0.97765812063149227,0.97935247417676563,0.98116067611440916,0.9829838167602708,0.98466604484018239,0.98647487905111675,0.98926780384289492,0.99278433842461611,0.99595315670489259,0.99824330576748976,0.99958422027737626,1,0.5539516588718989,0.52745974536394902,0.52600716117403379,0.54388642183749203,0.57416860590060437,0.61289487679484655,0.65684999457985971,0.70345401042068667,0.74999921049152984,0.6908458890450393,9.5568223244278244E-2,-9.556822324431069E-2,-9.5568223244294218E-2]
[null,"1913",0.25714700182637434,0.31008739115737893,0.59031684111916882,0.61707317444538989,0.63778107700145448,0.65165193477731098,0.65844302078907424,0.65986265940619759,0.65709148849231325,0.64805497160312364,0.63231589074093697,0.61302363050805897,0.5928542333678416,0.57277213465504717,0.5539516588718989,1,0.99913585559981588,0.99868083470388613,0.99900700258034114,0.99857234401891948,0.9957132305993307,0.98893853345992555,0.97716864463841513,0.9598794521670978,0.97007427420892989,0.20405339952311122,-0.20405339952312415,-0.2040533995231221]
[null,"1921.5",0.22897174307622134,0.2822757071879281,0.56138661409817847,0.58857141959192882,0.60988499531021989,0.62437445640301326,0.63166895079574226,0.63342831803704669,0.63084707092977899,0.62187661777645431,0.60609945047724256,0.58671367008840447,0.56645099070251137,0.5463055947369706,0.52745974536394902,0.99913585559981588,1,0.99989302267804037,0.99951069048270058,0.99770111847827192,0.99299555948601081,0.98403453167157318,0.96986854379446286,0.95010727029112263,0.96211458691414475,0.19856181843600845,-0.19856181843602105,-0.19856181843603612]
[null,"1930",0.22540759787071868,0.27938373623358087,0.55740418474493869,0.58481240004143764,0.60644642174148666,0.62128763316878244,0.62890945611064408,0.63092623763509459,0.62853923443956006,0.61975041048143742,0.6041491359132205,0.58491358548053074,0.56478013206694466,0.54475086696328723,0.52600716117403379,0.99868083470388613,0.99989302267804037,1,0.99966823790249426,0.99782632205768695,0.99303255440064098,0.98394375564707171,0.9696230249146145,0.94969852940888377,0.96142441850642923,0.19478177722269185,-0.19478177722262835,-0.19478177722266002]
[null,"1938.5",0.24075815654892863,0.29564911946693356,0.57277544581724071,0.60027521097709324,0.62202425739120115,0.63701447017201707,0.64482087069840111,0.64702319537438224,0.64482482383703277,0.63629259101606139,0.62101274522673311,0.60209365341938059,0.58223990636404699,0.56244589415897095,0.54388642183749203,0.99900700258034114,0.99951069048270058,0.99966823790249426,1,0.9991558573331164,0.99562535890797021,0.98798986317122595,0.97523172684672754,0.95690718068107328,0.96683617812558742,0.19227681316047765,-0.19227681316054243,-0.192276813160523]
[null,"1947",0.26905715239252775,0.32489503360522987,0.60048958608340053,0.62789346905696874,0.64956057601268524,0.66453455716924481,0.67242083996861146,0.67476183982666482,0.6727562592663352,0.66455105350142318,0.6497271855893908,0.63128475186618671,0.6118635080417717,0.59243824124392441,0.57416860590060437,0.99857234401891948,0.99770111847827192,0.99782632205768695,0.9991558573331164,1,0.99860213422458333,0.99344589004159667,0.98338311170226789,0.96783736825227629,0.97489997954093466,0.19028152900630235,-0.19028152900635328,-0.19028152900636564]
[null,"1955.5",0.30693920545732239,0.3637088269530685,0.63649180740416633,0.66357440548402002,0.68494641330907469,0.69973441367163991,0.70759706536190581,0.71003378379627635,0.70823207168636204,0.70043824023961998,0.68622346323172756,0.66843877194615409,0.64962802548155685,0.63073468377172448,0.61289487679484655,0.9957132305993307,0.99299555948601081,0.99303255440064098,0.99562535890797021,0.99860213422458333,1,0.99808179258976115,0.99155680067073559,0.9796870407119761,0.98312835146286792,0.18879307668913883,-0.18879307668914436,-0.1887930766891775]
[null,"1964",0.3516119162608819,0.40916498412747782,0.67757458780166213,0.70408294226256629,0.72493982503597953,0.73937716874432613,0.74712225356898287,0.74961983442986269,0.74803613210799791,0.74073530608761429,0.72727813289622045,0.71032997570935374,0.69230892123493648,0.67411472500024583,0.65684999457985971,0.98893853345992555,0.98403453167157318,0.98394375564707171,0.98798986317122595,0.99344589004159667,0.99808179258976115,1,0.99766553741313402,0.99017337677062878,0.98918617999873049,0.18690558397357629,-0.18690558397357909,-0.18690558397357665]
[null,"1972.5",0.40121263794905931,0.45928713640011454,0.72111543238016118,0.7467521359419389,0.76685457025482562,0.78077173542634226,0.78830408557444431,0.79082847253107558,0.78947846708857394,0.78275642402563705,0.77021575499801409,0.75429936398710051,0.73726805737459744,0.71996732892169768,0.70345401042068667,0.97716864463841513,0.96986854379446286,0.9696230249146145,0.97523172684672754,0.98338311170226789,0.99155680067073559,0.99766553741313402,1,0.99739669834203581,0.99137758047787772,0.18418224207814227,-0.18418224207811221,-0.18418224207812506]
[null,"1981",0.45309001781000174,0.51142411722076209,0.76440388959172112,0.78887108311377852,0.8079937076802467,0.82123823331852852,0.82847788250485144,0.8310047381683684,0.82990626450889415,0.8238439544996603,0.8123657805152632,0.79766242147484701,0.78180972342434596,0.76558906458054998,0.74999921049152984,0.9598794521670978,0.95010727029112263,0.94969852940888377,0.95690718068107328,0.96783736825227629,0.9796870407119761,0.99017337677062878,0.99739669834203581,1,0.98854188836793677,0.18014305322473562,-0.18014305322478813,-0.18014305322477586]
[null,"2491",0.39584835124485823,0.45166905335056545,0.71094363364921453,0.73704949289274935,0.75723719157686054,0.77089352059509975,0.77795783414578945,0.77997635846096069,0.7782279297553738,0.77116608061032166,0.75828749576575205,0.74205040469799821,0.72479759040534053,0.70736647108436446,0.6908458890450393,0.97007427420892989,0.96211458691414475,0.96142441850642923,0.96683617812558742,0.97489997954093466,0.98312835146286792,0.98918617999873049,0.99137758047787772,0.98854188836793677,1,0.19803402105907947,-0.19803402105901724,-0.19803402105908352]
[null,"Class-HIGH",9.43743128876781E-2,8.5967282000234083E-2,0.15914222326821983,0.16130234559899972,0.15876894618641157,0.15326584040521088,0.14649095277822086,0.14025649866437975,0.13510553563813316,0.12951096955180388,0.12262910592052356,0.11525015535616054,0.1082344199822219,0.10156137694619607,9.5568223244278244E-2,0.20405339952311122,0.19856181843600845,0.19478177722269185,0.19227681316047765,0.19028152900630235,0.18879307668913883,0.18690558397357629,0.18418224207814227,0.18014305322473562,0.19803402105907947,1,-1,-1]
[null,"Class-LOW",-9.4374312887677919E-2,-8.5967282000249071E-2,-0.15914222326820446,-0.16130234559900894,-0.15876894618646525,-0.15326584040521085,-0.14649095277816504,-0.14025649866441947,-0.1351055356381631,-0.1295109695518005,-0.12262910592050316,-0.11525015535618109,-0.10823441998228442,-0.1015613769461324,-9.556822324431069E-2,-0.20405339952312415,-0.19856181843602105,-0.19478177722262835,-0.19227681316054243,-0.19028152900635328,-0.18879307668914436,-0.18690558397357909,-0.18418224207811221,-0.18014305322478813,-0.19803402105901724,-1,1,1]
[null,"Class",-9.4374312887679362E-2,-8.596728200023844E-2,-0.1591422232682296,-0.16130234559901199,-0.15876894618644094,-0.15326584040521096,-0.14649095277818447,-0.1402564986643926,-0.13510553563818734,-0.12951096955180164,-0.12262910592052004,-0.11525015535617988,-0.10823441998224766,-0.10156137694614872,-9.5568223244294218E-2,-0.2040533995231221,-0.19856181843603612,-0.19478177722266002,-0.192276813160523,-0.19028152900636564,-0.1887930766891775,-0.18690558397357665,-0.18418224207812506,-0.18014305322477586,-0.19803402105908352,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1511.5967225883471,1.0893902589658376E-2]
[null,"R²(McFadden)",0,0.99999279311576506]
[null,"R²(Cox and Snell)",0,0.74885015116603348]
[null,"R²(Nagelkerke)",0,0.98860459018993896]
[null,"AIC",1513.5967225883471,54.010893902589658]
[null,"SBC",1518.594318571329,188.94598544310168]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.534:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1511.5858286857574,0]
[null,"Score",26,1093.9990243911743,0]
[null,"Wald",26,0.80833730317043506,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,3.211620673655524E-23,0.99999999999547828,0,1]
[null,"1165",1,1.99143600666079E-23,0.9999999999964394,5.9957247500186384E-14,0.99999980462863758]
[null,"1403",1,2.1999088722971664E-26,0.99999999999988165,0,1]
[null,"1411.5",1,1.3134026808155638E-27,0.99999999999997113,0,1]
[null,"1420",1,7.7972020898126235E-26,0.99999999999977718,8.0829440363139327E-14,0.99999977315727928]
[null,"1428.5",1,3.8610116530529749E-25,0.99999999999950417,2.7622869269716688E-13,0.99999958065211647]
[null,"1437",1,3.3702774840298061E-25,0.99999999999953681,0,1]
[null,"1445.5",1,3.8006217573040801E-25,0.99999999999950806,4.5293629957754433E-14,0.99999983019181293]
[null,"1454",1,4.5798787669014269E-25,0.99999999999945999,0,1]
[null,"1462.5",1,2.1184572639714095E-25,0.99999999999963274,3.7969627442180354E-13,0.99999950834752538]
[null,"1471",1,3.782254619794828E-26,0.99999999999984479,0,1]
[null,"1479.5",1,4.5129785242551182E-27,0.99999999999994638,0,1]
[null,"1488",1,8.477839655270265E-29,0.99999999999999267,4.9382546662979365E-13,0.99999943930484558]
[null,"1496.5",1,2.6220402125916476E-28,0.99999999999998712,4.2632217200910816E-13,0.99999947903443098]
[null,"1505",1,6.6217266355399655E-27,0.99999999999993505,5.3601047211859765E-13,0.99999941584688246]
[null,"1913",1,2.0601568035767158E-27,0.99999999999996381,0,1]
[null,"1921.5",1,2.7366921862877413E-28,0.99999999999998679,5.4356345813300067E-13,0.99999941174559503]
[null,"1930",1,6.0326264963990469E-28,0.99999999999998035,0,1]
[null,"1938.5",1,3.4579185328688914E-29,0.99999999999999534,0,1]
[null,"1947",1,4.8402508187354151E-29,0.99999999999999445,0,1]
[null,"1955.5",1,1.0671275568527725E-27,0.99999999999997391,8.7483839616986359E-14,0.99999976400436008]
[null,"1964",1,3.0917156177066378E-33,1,2.0433307823530811E-14,0.9999998859462943]
[null,"1972.5",1,8.283134744498536E-30,0.99999999999999767,4.6051357172061103E-13,0.99999945854635919]
[null,"1981",1,9.0999756262402771E-28,0.99999999999997591,0,1]
[null,"2491",1,2.108124628809329E-30,0.99999999999999889,2.1005766570603157E-13,0.99999963431316219]
[null,"Class",1,0.63885417732076333,0.42412602093406448,1255.8057446355524,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.5544692026076574E-3,1,0.95969067461690505]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.20997984262044,796.14843694200033,2.3520242782706165E-4,0.98776387408529309,-1548.2122829115581,1572.632242596799]
[null,"961",-6.2380742632808771E-8,11007.493006952736,3.2116206736555229E-23,0.99999999999547828,-21574.28985376624,21574.28985364148]
[null,"1165",5.9071796442746897E-8,13237.226523864485,1.9914360066607897E-23,0.9999999999964394,-25944.487241913645,25944.487242031792]
[null,"1403",1.1111562898851693E-8,74915.693364697334,2.1999088722971659E-26,0.99999999999988165,-146832.06087164194,146832.06087166417]
[null,"1411.5",-7.8958529537252975E-9,217871.33902860616,1.3134026808155639E-27,0.99999999999997113,-427019.97775959177,427019.97775957594]
[null,"1420",-7.2167426449697822E-8,258447.19500231699,7.7972020898126235E-26,0.99999999999977718,-506547.1941100136,506547.19410986925]
[null,"1428.5",1.5699567979720228E-7,252660.38028868576,3.8610116530529754E-25,0.99999999999950417,-495205.24568586075,495205.24568617472]
[null,"1437",-1.4656236993736258E-7,252458.29771009242,3.3702774840298057E-25,0.99999999999953681,-494809.17111021839,494809.17110992526]
[null,"1445.5",1.3966546480304379E-7,226548.76859682289,3.8006217573040791E-25,0.99999999999950806,-444027.42719153193,444027.42719181121]
[null,"1454",-1.5782518052073443E-7,233211.14635034432,4.5798787669014279E-25,0.99999999999945999,-457085.44764013222,457085.44763981662]
[null,"1462.5",1.0977413124751061E-7,238500.97298556147,2.1184572639714091E-25,0.99999999999963274,-467453.31732935098,467453.31732957053]
[null,"1471",-4.7572578963505043E-8,244614.00295543185,3.7822546197948275E-26,0.99999999999984479,-479434.63590686821,479434.6359067731]
[null,"1479.5",1.7304886931309938E-8,257594.82418698515,4.5129785242551167E-27,0.99999999999994638,-504876.5780104007,504876.57801043527]
[null,"1488",2.6388656138792464E-9,286599.00272996048,8.477839655270265E-29,0.99999999999999267,-561723.72335581633,561723.72335582168]
[null,"1496.5",4.6307615957321653E-9,285978.08189742494,2.6220402125916481E-28,0.99999999999998712,-560506.74088679405,560506.74088680337]
[null,"1505",-1.3076722438319295E-8,160699.03978128493,6.6217266355399627E-27,0.99999999999993505,-314964.33032150089,314964.3303214747]
[null,"1913",-1.2074605019607779E-9,26602.521002749469,2.0601568035767158E-27,0.99999999999996381,-52139.983063360516,52139.9830633581]
[null,"1921.5",7.067216725019061E-10,42720.412115636893,2.7366921862877417E-28,0.99999999999998679,-83730.469151356156,83730.469151357582]
[null,"1930",1.0408896522395305E-9,42379.074928747898,6.0326264963990451E-28,0.99999999999998035,-83061.460558469174,83061.46055847127]
[null,"1938.5",-2.510436786874526E-10,42691.548882109266,3.4579185328688909E-29,0.99999999999999534,-83673.898253165593,83673.898253165098]
[null,"1947",3.2607063293373005E-10,46868.143712356141,4.8402508187354162E-29,0.99999999999999445,-91859.873698465075,91859.873698465715]
[null,"1955.5",-1.6248677095751968E-9,49740.464967151616,1.0671275568527723E-27,0.99999999999997391,-97489.519909895054,97489.519909891795]
[null,"1964",-2.9557658974200052E-12,53158.199682287632,3.0917156177066378E-33,1,-104188.15686027228,104188.15686027228]
[null,"1972.5",-1.6968796925674597E-10,58959.486055035239,8.2831347444985388E-30,0.99999999999999767,-115558.46921486077,115558.46921486042]
[null,"1981",1.2283109392350948E-9,40718.16567548582,9.0999756262402753E-28,0.99999999999997591,-79806.138240486005,79806.13824048845]
[null,"2491",3.2829256523532569E-12,2261.0642660759841,2.1081246288093297E-30,0.99999999999999889,-4431.6045282394143,4431.6045282394216]
[null,"Class-HIGH",-24.420630948520625,30.553151324008457,0.63885417732076311,0.42412602093406448,-84.303707157779456,35.462445260738207,2.4788756102743631E-11,2.4398615185459862E-37,2518513548619370]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",-7.3602368184065787E-10,129.87622764451615,3.2116206736555246E-23,0.99999999999547828,-254.55272863191297,254.5527286304409]
[null,"1165",9.0319455977492985E-10,202.39423384475035,1.9914360066607897E-23,0.9999999999964394,-396.68540901338508,396.68540901519145]
[null,"1403",4.1654299080061118E-10,2808.3904358096579,2.1999088722971659E-26,0.99999999999988165,-5504.3441087132578,5504.3441087140909]
[null,"1411.5",-2.9352353966169211E-10,8099.2347498489062,1.3134026808155639E-27,0.99999999999997113,-15874.208412039419,15874.208412038834]
[null,"1420",-2.6235661077845565E-9,9395.5588388991819,7.7972020898126235E-26,0.99999999999977718,-18414.956938871983,18414.956938866737]
[null,"1428.5",5.5852281314081041E-9,8988.5649433379167,3.8610116530529754E-25,0.99999999999950417,-17617.263561636039,17617.263561647207]
[null,"1437",-5.1311076816528033E-9,8838.4945687686813,3.3702774840298057E-25,0.99999999999953681,-17323.131032344616,17323.131032334357]
[null,"1445.5",4.8420887930279211E-9,7854.2627201641981,3.8006217573040805E-25,0.99999999999950806,-15394.07205663258,15394.072056642264]
[null,"1454",-5.4350411299348262E-9,8031.1149855257154,4.5798787669014279E-25,0.99999999999945999,-15740.696127335752,15740.696127324882]
[null,"1462.5",3.7510691172903012E-9,8149.7673818312824,2.1184572639714091E-25,0.99999999999963274,-15973.250550764849,15973.250550772351]
[null,"1471",-1.6104336447548435E-9,8280.7076875061193,3.7822546197948286E-26,0.99999999999984479,-16229.888834017556,16229.888834014337]
[null,"1479.5",5.7953890918352357E-10,8626.8245503841772,4.5129785242551189E-27,0.99999999999994638,-16908.265419698349,16908.265419699506]
[null,"1488",8.7221834987082389E-11,9472.8927430401818,8.4778396552702672E-29,0.99999999999999267,-18566.528605769505,18566.528605769679]
[null,"1496.5",1.5045640835525165E-10,9291.6109329112587,2.6220402125916472E-28,0.99999999999998712,-18211.222786864528,18211.222786864826]
[null,"1505",-4.1606336379267619E-10,5112.9771519604037,6.6217266355399627E-27,0.99999999999993505,-10021.251071618984,10021.251071618151]
[null,"1913",-5.3334018400986469E-11,1175.04410485417,2.0601568035767161E-27,0.99999999999996381,-2303.0441257603329,2303.0441257602265]
[null,"1921.5",3.2005067015413745E-11,1934.6649549414581,2.7366921862877417E-28,0.99999999999998679,-3791.8736338370318,3791.8736338370954]
[null,"1930",4.7089991804971392E-11,1917.2352100948451,6.0326264963990487E-28,0.99999999999998035,-3757.7119616779323,3757.7119616780269]
[null,"1938.5",-1.1111979649562169E-11,1889.6616910115292,3.4579185328688914E-29,0.99999999999999534,-3703.6688573476636,3703.6688573476417]
[null,"1947",1.3949498581827067E-11,2005.047490373822,4.8402508187354162E-29,0.99999999999999445,-3929.8208684250967,3929.8208684251249]
[null,"1955.5",-6.6943595740328385E-11,2049.2779560297272,1.0671275568527726E-27,0.99999999999997391,-4016.5109881301878,4016.5109881300541]
[null,"1964",-1.172098722621682E-13,2107.9699849999333,3.0917156177066391E-33,1,-4131.5452510913065,4131.5452510913065]
[null,"1972.5",-6.4947862650859733E-12,2256.667116142929,8.2831347444985332E-30,0.99999999999999767,-4422.9862727360132,4422.9862727360005]
[null,"1981",4.5618971630728643E-11,1512.2562092966693,9.0999756262402789E-28,0.99999999999997591,-2963.9677056184919,2963.9677056185828]
[null,"2491",1.0911800631322781E-13,75.153339120987397,2.1081246288093287E-30,0.99999999999999889,-147.29783799506023,147.29783799506046]
[null,"Class-HIGH",-6.7164815294598714,8.4031275427356054,0.63885417732076333,0.42412602093406448,-23.186308870718221,9.7533458117984768]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
[null,"Obs1","HIGH","HIGH",0.99999502286472697,4.9771352730077585E-6]
[null,"Obs2","LOW","LOW",4.9804773000610637E-6,0.99999501952269987]
[null,"Obs4","HIGH","HIGH",0.99999502286472564,4.9771352743143882E-6]
[null,"Obs5","HIGH","HIGH",0.99999502286472697,4.9771352730296137E-6]
[null,"Obs8","HIGH","HIGH",0.99999502286472786,4.9771352721462354E-6]
[null,"Obs9","HIGH","HIGH",0.99999502286472719,4.9771352727925478E-6]
[null,"Obs10","HIGH","HIGH",0.99999502286472741,4.9771352725126466E-6]
[null,"Obs13","LOW","LOW",4.9804773038285053E-6,0.99999501952269609]
[null,"Obs14","HIGH","HIGH",0.99999502286472719,4.9771352726988854E-6]
[null,"Obs15","LOW","LOW",4.980477304700834E-6,0.99999501952269521]
[null,"Obs16","LOW","LOW",4.9804773032809781E-6,0.99999501952269676]
[null,"Obs17","LOW","LOW",4.980477304114672E-6,0.99999501952269587]
[null,"Obs18","LOW","LOW",4.9804773037668676E-6,0.99999501952269632]
[null,"Obs20","LOW","LOW",4.9804773044319451E-6,0.99999501952269565]
[null,"Obs22","LOW","LOW",4.9804773054347246E-6,0.99999501952269454]
[null,"Obs23","HIGH","HIGH",0.9999950228647283,4.9771352716420348E-6]
[null,"Obs24","HIGH","HIGH",0.99999502286472874,4.9771352713263532E-6]
[null,"Obs25","HIGH","HIGH",0.99999502286472941,4.9771352705658574E-6]
[null,"Obs27","LOW","LOW",4.9804773037368318E-6,0.99999501952269632]
[null,"Obs28","LOW","LOW",4.9804773033261512E-6,0.99999501952269676]
[null,"Obs29","LOW","LOW",4.9804773046134338E-6,0.99999501952269543]
[null,"Obs30","LOW","LOW",4.9804773045676678E-6,0.99999501952269543]
[null,"Obs31","LOW","LOW",4.9804773039559025E-6,0.99999501952269609]
[null,"Obs37","LOW","LOW",4.980477304078408E-6,0.99999501952269587]
[null,"Obs39","HIGH","HIGH",0.99999502286472808,4.9771352719909759E-6]
[null,"Obs40","LOW","LOW",4.9804773044846119E-6,0.99999501952269543]
[null,"Obs42","HIGH","HIGH",0.99999502286472741,4.9771352726223297E-6]
[null,"Obs43","HIGH","HIGH",0.99999502286472675,4.9771352732059329E-6]
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[null,"Obs1265","HIGH","HIGH",0.9999950228647263,4.9771352736509233E-6]
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[null,"Obs1301","LOW","LOW",4.9804773033070507E-6,0.99999501952269676]
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[null,"Obs1316","LOW","LOW",4.9804773042868975E-6,0.99999501952269565]
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[null,"Obs1540","LOW","LOW",4.9804773040420203E-6,0.99999501952269587]
[null,"Obs1547","LOW","LOW",4.9804773051215384E-6,0.99999501952269476]
[null,"Obs1549","LOW","LOW",4.9804773050114453E-6,0.99999501952269498]
[null,"Obs1551","LOW","LOW",4.9804773037066893E-6,0.99999501952269632]
[null,"Obs1553","LOW","LOW",4.9804773040573965E-6,0.99999501952269587]
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[null,"Obs1563","LOW","LOW",4.9804773046577582E-6,0.99999501952269543]
[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",510,0,510,1]
[null,"LOW",0,584,584,1]
[null,"Total",510,584,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999667]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",228,0,228,1]
[null,"LOW",0,242,242,1]
[null,"Total",228,242,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000027]

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{"sheet":"Log(Binary)1","index":103,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 12:48:50 / End time: 07/29/2023 at 12:48:56 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 1705812042"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28492703254113366,2.1924876575956063E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42638978464351013,2.8581351134630843E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1281127150822665,6.7988587438060855E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2063041696526473,6.7138447835593237E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2571203316270578,6.549999866631373E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2892143914990855,6.4025781114469077E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3075237346435109,6.2979463279331377E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3159139000914077,6.2364931163453208E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3164455123400369,6.1980312121853211E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3068588934186482,6.1584165073910561E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2865358289762352,6.1148570897282595E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2591304258683724,6.0668144654802844E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2279460115173677,6.0057600659480279E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1946149283363812,5.9235580821937417E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1610962262340039,5.8197740016028912E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8173178868372935,7.8242849207535603E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8342046695612451,8.0372303638879525E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8360527853747717,8.0348192093522106E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8261261179159061,7.8566017385233139E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.808740886197441,7.5858925941893848E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7870816637111508,7.2972877716500156E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7623309111517369,7.0114361066364914E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7353187505484466,6.7594289237814006E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7068476776051202,6.5520695178302363E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7665360946983542,5.8672350092784667E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[null,"Class","HIGH",510,510,46.617915904936012]
[null,"","LOW",584,584,53.382084095063988]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2412425,0.40261249999999998,0.28539738170212764,2.1031806262437062E-2]
[null,"1165",470,0,470,0.3717763,0.58655199999999996,0.42676186489361656,2.7100427422223929E-2]
[null,"1403",470,0,470,0.99743409999999999,1.5929438,1.1293889825531922,6.9062739349519203E-2]
[null,"1411.5",470,0,470,1.0768306999999999,1.6706795000000001,1.207636818723403,6.8607941589843485E-2]
[null,"1420",470,0,470,1.1311499,1.7136446000000001,1.2584450891489372,6.7171334963522025E-2]
[null,"1428.5",470,0,470,1.1667540000000001,1.7367665999999999,1.2904945485106378,6.5781000747090784E-2]
[null,"1437",470,0,470,1.1874355000000001,1.748472,1.3087472997872338,6.4771181375664594E-2]
[null,"1445.5",470,0,470,1.1972989999999999,1.7533439,1.3170819093617017,6.41710189192541E-2]
[null,"1454",470,0,470,1.1994788999999999,1.7512528999999999,1.3175625293617015,6.3728488038552369E-2]
[null,"1462.5",470,0,470,1.1926859999999999,1.7392904,1.3079213965957446,6.3182868617354213E-2]
[null,"1471",470,0,470,1.1755152,1.7157524,1.2875302878723391,6.2492309493879197E-2]
[null,"1479.5",470,0,470,1.151076,1.684183,1.2600594374468077,6.1703102808691755E-2]
[null,"1488",470,0,470,1.121491,1.6473222999999999,1.228805354893616,6.0759794359368062E-2]
[null,"1496.5",470,0,470,1.0888263,1.6058223,1.1954078027659578,5.9576217682606417E-2]
[null,"1505",470,0,470,1.0564914999999999,1.5626545000000001,1.1618334936170218,5.8184799529437732E-2]
[null,"1913",470,0,470,1.6353717000000001,2.1340759,1.8181645478723405,8.3293553359089764E-2]
[null,"1921.5",470,0,470,1.6491547,2.1429162000000002,1.834941118085105,8.5459094871139188E-2]
[null,"1930",470,0,470,1.6510549000000001,2.1423665999999999,1.8366979859574475,8.5408100056506106E-2]
[null,"1938.5",470,0,470,1.6443964,2.1370486999999998,1.8267475076595738,8.3663471554343574E-2]
[null,"1947",470,0,470,1.6316877999999999,2.1258743,1.8093835521276593,8.0889042854426649E-2]
[null,"1955.5",470,0,470,1.6157933,2.1132555000000002,1.7877626259574457,7.7891290992521164E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0999165,1.7630877691489359,7.4992810588912592E-2]
[null,"1972.5",470,0,470,1.5767682000000001,2.0830019000000002,1.736124496170214,7.2336052899055328E-2]
[null,"1981",470,0,470,1.5546857999999999,2.0672019000000001,1.7076886559574467,7.0132939312670894E-2]
[null,"2491",470,0,470,1.6252377,2.0547589999999998,1.7671582065957447,6.2931669662788223E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[null,"Class","HIGH",228,228,48.51063829787234]
[null,"","LOW",242,242,51.48936170212766]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99113846006692341,0.88474632890487714,0.86823655643612752,0.85517631434697916,0.84549073834484489,0.83937528969198061,0.83649654715959709,0.83651034487075637,0.84047174765043986,0.84826734378659041,0.85780209919752315,0.86733762951518845,0.87634497689748292,0.88435115728897018,0.24430420165483346,0.21484319856775835,0.21103047242320075,0.2266846412219036,0.25622411449780147,0.2953842427873738,0.34187805409249378,0.39408547713249259,0.44892639856143757,0.38691290822192659,2.8563692482856916E-2,-2.8563692482856909E-2,-2.8563692482846115E-2]
[null,"1165",0.99113846006692341,1,0.91504840589528313,0.90091732624494425,0.89028967443810281,0.882791812032372,0.87842501857498123,0.8767531893858812,0.87758059068563188,0.88214531898744863,0.89031063540971678,0.89995957610547572,0.90945696490582217,0.91833794503512411,0.92616963625632132,0.29394114081393319,0.26498096041364144,0.26186697057171726,0.27833405781230308,0.30871426963617032,0.34863350640083901,0.39575976457819534,0.44834546087029226,0.50332513854948457,0.43867928483731117,2.3033674123026013E-2,-2.3033674123040596E-2,-2.3033674123040072E-2]
[null,"1403",0.88474632890487714,0.91504840589528313,1,0.99879200228362275,0.99595062712904991,0.99238932534641244,0.98896854338435702,0.98634551126084868,0.98468038523675328,0.98375127107199067,0.98316698397702951,0.98243528071296149,0.981136231958745,0.97909609260551056,0.97643357219912796,0.56090821432284299,0.53071023461739741,0.52638436847496883,0.54186587102399075,0.57069885147191424,0.60791785854748337,0.65089944214017181,0.69709545655498184,0.7434901199188666,0.68677338373435493,0.11276726169845676,-0.1127672616984261,-0.11276726169844709]
[null,"1411.5",0.86823655643612752,0.90091732624494425,0.99879200228362275,1,0.99911517514785253,0.99701949227925468,0.99455951904802919,0.99244822347125783,0.99094103098004593,0.98977635731959734,0.98853738576257721,0.98688444352973737,0.98457637497437522,0.9815084602257611,0.97787238228816753,0.589703505003636,0.55993785271674879,0.55584318645006636,0.57143735057068623,0.60019211977005626,0.63709761396749198,0.67951005430284739,0.7248031797610216,0.76996073995286529,0.71505980276292658,0.11852017366235668,-0.11852017366226665,-0.1185201736623363]
[null,"1420",0.85517631434697916,0.89028967443810281,0.99595062712904991,0.99911517514785253,1,0.99935806584220832,0.99795025034840623,0.99648233525988728,0.99528385674141862,0.99412093449729588,0.99257430888889642,0.99040126080097157,0.98749236633848059,0.98380636272393673,0.97958628472000042,0.61236635870252099,0.58323253791103369,0.57947807680207453,0.59520918088366592,0.62389460188497237,0.66049871695351037,0.70238102188610796,0.74687455112268153,0.79097077975775143,0.7372410193904454,0.11870708331935355,-0.11870708331937901,-0.11870708331937817]
[null,"1428.5",0.84549073834484489,0.882791812032372,0.99238932534641244,0.99701949227925468,0.99935806584220832,1,0.99958722250103449,0.99877900919106744,0.99795667980630987,0.99695285408132628,0.99535856448810234,0.9929793984831774,0.98979311183042817,0.98580975553535855,0.98130449074370907,0.62790228544580795,0.5994275025715643,0.59605019231582113,0.61194823142147237,0.64062208594287684,0.67702179170704602,0.71852494476752582,0.76244674755088471,0.80578793662989334,0.75254016578726635,0.11524012782681123,-0.11524012782681449,-0.11524012782681753]
[null,"1437",0.83937528969198061,0.87842501857498123,0.98896854338435702,0.99455951904802919,0.99795025034840623,0.99958722250103449,1,0.9997773078699439,0.99933157333630429,0.99858030473602299,0.99712998173391343,0.99479106750525148,0.99158665096207943,0.98756226377205525,0.98300781221717559,0.63586913603322504,0.60794068111391797,0.6049161708837919,0.62101241314315492,0.64976766512661499,0.68612179908346538,0.72747761277476186,0.77114398459985578,0.81412672738330072,0.76073867849433674,0.10981603935241742,-0.10981603935245052,-0.10981603935246201]
[null,"1445.5",0.83649654715959709,0.8767531893858812,0.98634551126084868,0.99244822347125783,0.99648233525988728,0.99877900919106744,0.9997773078699439,1,0.99986956603080024,0.99938681690708653,0.99817319023411755,0.99601641226735493,0.99295233476009148,0.98904663267831838,0.98459125422411908,0.63795071402142289,0.61039663925972887,0.60764958911245026,0.62393997678767155,0.65283420194715636,0.68926497948854581,0.73065876310959388,0.77432453680279112,0.81726914568933129,0.76338988784579898,0.10428463414591617,-0.10428463414594624,-0.10428463414592352]
[null,"1454",0.83651034487075637,0.87758059068563188,0.98468038523675328,0.99094103098004593,0.99528385674141862,0.99795667980630987,0.99933157333630429,0.99986956603080024,1,0.99979899410126449,0.99889838784395113,0.99703925071930166,0.99424603683919999,0.99059094206065479,0.98635856140651013,0.63546903283449963,0.60813308934067889,0.60559636106081194,0.62208001240198552,0.65116575943809829,0.68778381111411657,0.72937828791419246,0.77326138332295957,0.81643649648267991,0.76190306647362671,9.9350649276528299E-2,-9.9350649276484584E-2,-9.9350649276533726E-2]
[null,"1462.5",0.84047174765043986,0.88214531898744863,0.98375127107199067,0.98977635731959734,0.99412093449729588,0.99695285408132628,0.99858030473602299,0.99938681690708653,0.99979899410126449,1,0.99962495222528225,0.99832228300930492,0.99606894552110936,0.99293043415272542,0.98916905429586965,0.62640871356264527,0.59916926933626713,0.59683080019476131,0.61357189514548183,0.64298108686999988,0.67999050137841055,0.72206086006430037,0.76651383070279688,0.81034211885435548,0.75474979202642145,9.3342650345457814E-2,-9.3342650345505193E-2,-9.3342650345495826E-2]
[null,"1471",0.84826734378659041,0.89031063540971678,0.98316698397702951,0.98853738576257721,0.99257430888889642,0.99535856448810234,0.99712998173391343,0.99817319023411755,0.99889838784395113,0.99962495222528225,1,0.99952728892185816,0.99809736124331316,0.99575719322911471,0.99273036012726856,0.61029379720976429,0.58304404420397016,0.58089647895462226,0.59795601824367017,0.62781699096075527,0.66541348145315926,0.70822593794206745,0.75359664178106356,0.79849877014832871,0.74140852711773408,8.5485533875361355E-2,-8.5485533875357941E-2,-8.5485533875388958E-2]
[null,"1479.5",0.85780209919752315,0.89995957610547572,0.98243528071296149,0.98688444352973737,0.99040126080097157,0.9929793984831774,0.99479106750525148,0.99601641226735493,0.99703925071930166,0.99832228300930492,0.99952728892185816,1,0.9995186234997081,0.99810536538984163,0.99593687222722638,0.59048663925218159,0.56316635643814639,0.56118017038014534,0.57854819957511971,0.60887851092345691,0.64710815908466202,0.6907394132515795,0.73714362584743798,0.78327467826097841,0.72454116874945274,7.6844568311155673E-2,-7.6844568311131636E-2,-7.6844568311159503E-2]
[null,"1488",0.86733762951518845,0.90945696490582217,0.981136231958745,0.98457637497437522,0.98749236633848059,0.98979311183042817,0.99158665096207943,0.99295233476009148,0.99424603683919999,0.99606894552110936,0.99809736124331316,0.9995186234997081,1,0.99953198630562479,0.99824283871038222,0.56989538317763722,0.54250363197329843,0.54065465821412684,0.55829051357812087,0.58904033409666567,0.62785074597234647,0.67224644623592766,0.7196337818466666,0.76695034191607869,0.70670308851156105,6.8576984118963666E-2,-6.8576984118984483E-2,-6.8576984119008852E-2]
[null,"1496.5",0.87634497689748292,0.91833794503512411,0.97909609260551056,0.9815084602257611,0.98380636272393673,0.98580975553535855,0.98756226377205525,0.98904663267831838,0.99059094206065479,0.99293043415272542,0.99575719322911471,0.99810536538984163,0.99953198630562479,1,0.999586327393855,0.54947020818074188,0.52203509579030083,0.52030897342425741,0.5381677722839685,0.56927246185834057,0.60858446275541878,0.65365203273368877,0.70192245785906415,0.75032084550443079,0.68874732939043903,6.066762022233884E-2,-6.0667620222359948E-2,-6.0667620222361704E-2]
[null,"1505",0.88435115728897018,0.92616963625632132,0.97643357219912796,0.97787238228816753,0.97958628472000042,0.98130449074370907,0.98300781221717559,0.98459125422411908,0.98635856140651013,0.98916905429586965,0.99273036012726856,0.99593687222722638,0.99824283871038222,0.999586327393855,1,0.53043383595193405,0.50298811397877741,0.50136853255994518,0.51939945784261421,0.55078061296556524,0.59049508004225759,0.63611099904924873,0.68511989961598407,0.73443872611971983,0.67181038878528154,5.3523638884881479E-2,-5.352363888488864E-2,-5.3523638884878655E-2]
[null,"1913",0.24430420165483346,0.29394114081393319,0.56090821432284299,0.589703505003636,0.61236635870252099,0.62790228544580795,0.63586913603322504,0.63795071402142289,0.63546903283449963,0.62640871356264527,0.61029379720976429,0.59048663925218159,0.56989538317763722,0.54947020818074188,0.53043383595193405,1,0.9990955461010943,0.99859209933745252,0.99889463656215594,0.99845016347898019,0.99558482269541571,0.98867775199491026,0.97648906867112539,0.95838785774200108,0.96904500717752184,0.21037569273976323,-0.21037569273973125,-0.21037569273976064]
[null,"1921.5",0.21484319856775835,0.26498096041364144,0.53071023461739741,0.55993785271674879,0.58323253791103369,0.5994275025715643,0.60794068111391797,0.61039663925972887,0.60813308934067889,0.59916926933626713,0.58304404420397016,0.56316635643814639,0.54250363197329843,0.52203509579030083,0.50298811397877741,0.9990955461010943,1,0.99988107019229389,0.9994872450182456,0.99763324551783106,0.9928789860842403,0.98371866117870876,0.96904072151067522,0.94835003660330541,0.96084501144215972,0.20605604248498449,-0.20605604248500781,-0.20605604248498643]
[null,"1930",0.21103047242320075,0.26186697057171726,0.52638436847496883,0.55584318645006636,0.57947807680207453,0.59605019231582113,0.6049161708837919,0.60764958911245026,0.60559636106081194,0.59683080019476131,0.58089647895462226,0.56118017038014534,0.54065465821412684,0.52030897342425741,0.50136853255994518,0.99859209933745252,0.99988107019229389,1,0.99966705846597881,0.99777977945082097,0.99292510178495885,0.98362300615077436,0.96877462740324882,0.94790064886990855,0.9600893067431755,0.2022634761487456,-0.20226347614875856,-0.20226347614874352]
[null,"1938.5",0.2266846412219036,0.27833405781230308,0.54186587102399075,0.57143735057068623,0.59520918088366592,0.61194823142147237,0.62101241314315492,0.62393997678767155,0.62208001240198552,0.61357189514548183,0.59795601824367017,0.57854819957511971,0.55829051357812087,0.5381677722839685,0.51939945784261421,0.99889463656215594,0.9994872450182456,0.99966705846597881,1,0.99912589548296205,0.99553269056412752,0.98769455718156252,0.97443472347783511,0.95519628702553605,0.96556887797722091,0.19921020167084943,-0.19921020167086537,-0.1992102016708712]
[null,"1947",0.25622411449780147,0.30871426963617032,0.57069885147191424,0.60019211977005626,0.62389460188497237,0.64062208594287684,0.64976766512661499,0.65283420194715636,0.65116575943809829,0.64298108686999988,0.62781699096075527,0.60887851092345691,0.58904033409666567,0.56927246185834057,0.55078061296556524,0.99845016347898019,0.99763324551783106,0.99777977945082097,0.99912589548296205,1,0.99858571240161575,0.9933043624112432,0.98285098302364093,0.96652233926931996,0.97395727495587381,0.19601302165207027,-0.19601302165207027,-0.19601302165208859]
[null,"1955.5",0.2953842427873738,0.34863350640083901,0.60791785854748337,0.63709761396749198,0.66049871695351037,0.67702179170704602,0.68612179908346538,0.68926497948854581,0.68778381111411657,0.67999050137841055,0.66541348145315926,0.64710815908466202,0.62785074597234647,0.60858446275541878,0.59049508004225759,0.99558482269541571,0.9928789860842403,0.99292510178495885,0.99553269056412752,0.99858571240161575,1,0.99802343461064913,0.99121424180321838,0.97869342389900615,0.98241381738874611,0.19297021938878919,-0.19297021938872064,-0.19297021938876258]
[null,"1964",0.34187805409249378,0.39575976457819534,0.65089944214017181,0.67951005430284739,0.70238102188610796,0.71852494476752582,0.72747761277476186,0.73065876310959388,0.72937828791419246,0.72206086006430037,0.70822593794206745,0.6907394132515795,0.67224644623592766,0.65365203273368877,0.63611099904924873,0.98867775199491026,0.98371866117870876,0.98362300615077436,0.98769455718156252,0.9933043624112432,0.99802343461064913,1,0.99754766224682612,0.98960808151194968,0.98879936664456181,0.1889510707753484,-0.1889510707753127,-0.18895107077534185]
[null,"1972.5",0.39408547713249259,0.44834546087029226,0.69709545655498184,0.7248031797610216,0.74687455112268153,0.76244674755088471,0.77114398459985578,0.77432453680279112,0.77326138332295957,0.76651383070279688,0.75359664178106356,0.73714362584743798,0.7196337818466666,0.70192245785906415,0.68511989961598407,0.97648906867112539,0.96904072151067522,0.96877462740324882,0.97443472347783511,0.98285098302364093,0.99121424180321838,0.99754766224682612,1,0.99722898410831196,0.99119226238784575,0.18379619259164726,-0.18379619259166266,-0.18379619259167365]
[null,"1981",0.44892639856143757,0.50332513854948457,0.7434901199188666,0.76996073995286529,0.79097077975775143,0.80578793662989334,0.81412672738330072,0.81726914568933129,0.81643649648267991,0.81034211885435548,0.79849877014832871,0.78327467826097841,0.76695034191607869,0.75032084550443079,0.73443872611971983,0.95838785774200108,0.94835003660330541,0.94790064886990855,0.95519628702553605,0.96652233926931996,0.97869342389900615,0.98960808151194968,0.99722898410831196,1,0.98826727945827986,0.17688058493214046,-0.17688058493219452,-0.17688058493220205]
[null,"2491",0.38691290822192659,0.43867928483731117,0.68677338373435493,0.71505980276292658,0.7372410193904454,0.75254016578726635,0.76073867849433674,0.76338988784579898,0.76190306647362671,0.75474979202642145,0.74140852711773408,0.72454116874945274,0.70670308851156105,0.68874732939043903,0.67181038878528154,0.96904500717752184,0.96084501144215972,0.9600893067431755,0.96556887797722091,0.97395727495587381,0.98241381738874611,0.98879936664456181,0.99119226238784575,0.98826727945827986,1,0.19397316031477146,-0.19397316031471107,-0.1939731603147429]
[null,"Class-HIGH",2.8563692482856916E-2,2.3033674123026013E-2,0.11276726169845676,0.11852017366235668,0.11870708331935355,0.11524012782681123,0.10981603935241742,0.10428463414591617,9.9350649276528299E-2,9.3342650345457814E-2,8.5485533875361355E-2,7.6844568311155673E-2,6.8576984118963666E-2,6.066762022233884E-2,5.3523638884881479E-2,0.21037569273976323,0.20605604248498449,0.2022634761487456,0.19921020167084943,0.19601302165207027,0.19297021938878919,0.1889510707753484,0.18379619259164726,0.17688058493214046,0.19397316031477146,1,-1,-1]
[null,"Class-LOW",-2.8563692482856909E-2,-2.3033674123040596E-2,-0.1127672616984261,-0.11852017366226665,-0.11870708331937901,-0.11524012782681449,-0.10981603935245052,-0.10428463414594624,-9.9350649276484584E-2,-9.3342650345505193E-2,-8.5485533875357941E-2,-7.6844568311131636E-2,-6.8576984118984483E-2,-6.0667620222359948E-2,-5.352363888488864E-2,-0.21037569273973125,-0.20605604248500781,-0.20226347614875856,-0.19921020167086537,-0.19601302165207027,-0.19297021938872064,-0.1889510707753127,-0.18379619259166266,-0.17688058493219452,-0.19397316031471107,-1,1,1]
[null,"Class",-2.8563692482846115E-2,-2.3033674123040072E-2,-0.11276726169844709,-0.1185201736623363,-0.11870708331937817,-0.11524012782681753,-0.10981603935246201,-0.10428463414592352,-9.9350649276533726E-2,-9.3342650345495826E-2,-8.5485533875388958E-2,-7.6844568311159503E-2,-6.8576984119008852E-2,-6.0667620222361704E-2,-5.3523638884878655E-2,-0.21037569273976064,-0.20605604248498643,-0.20226347614874352,-0.1992102016708712,-0.19601302165208859,-0.19297021938876258,-0.18895107077534185,-0.18379619259167365,-0.17688058493220205,-0.1939731603147429,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1511.5967225883471,1.0893902589848008E-2]
[null,"R²(McFadden)",0,0.99999279311576494]
[null,"R²(Cox and Snell)",0,0.74885015116603348]
[null,"R²(Nagelkerke)",0,0.98860459018993896]
[null,"AIC",1513.5967225883471,54.010893902589849]
[null,"SBC",1518.594318571329,188.94598544310188]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.534:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1511.5858286857572,0]
[null,"Score",26,1093.9999335706234,0]
[null,"Wald",26,0.80833730320178698,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,6.783040024895858E-27,0.99999999999993427,0,1]
[null,"1165",1,1.8867928079248078E-26,0.99999999999989042,0,1]
[null,"1403",1,8.3968744972872964E-24,0.99999999999768796,0,1]
[null,"1411.5",1,1.7802354439162469E-23,0.99999999999663347,0,1]
[null,"1420",1,3.2403180183224537E-23,0.99999999999545819,0,1]
[null,"1428.5",1,1.9221289553895194E-23,0.99999999999650191,0,1]
[null,"1437",1,1.1140240780557045E-24,0.9999999999991579,0,1]
[null,"1445.5",1,2.733983526286895E-26,0.99999999999986811,0,1]
[null,"1454",1,4.4629481805132724E-28,0.99999999999998312,0,1]
[null,"1462.5",1,2.1421320637675351E-27,0.99999999999996303,0,1]
[null,"1471",1,1.3320358345073392E-27,0.99999999999997091,0,1]
[null,"1479.5",1,1.0809879893851466E-27,0.9999999999999738,0,1]
[null,"1488",1,1.0614540690234444E-28,0.99999999999999178,9.1478907782160945E-14,0.99999975867598245]
[null,"1496.5",1,6.8972431518927982E-28,0.99999999999997902,0,1]
[null,"1505",1,7.0526257560932724E-29,0.99999999999999334,0,1]
[null,"1913",1,8.1866993870353911E-30,0.99999999999999767,0,1]
[null,"1921.5",1,8.7093734236138408E-29,0.99999999999999256,0,1]
[null,"1930",1,8.2516709476809633E-28,0.99999999999997713,2.7970681326650038E-14,0.99999986655829443]
[null,"1938.5",1,4.4976550752459622E-28,0.99999999999998312,0,1]
[null,"1947",1,4.5003811509816608E-31,0.99999999999999944,1.0435749486781276E-13,0.99999974224809485]
[null,"1955.5",1,1.0064268615517936E-29,0.99999999999999745,0,1]
[null,"1964",1,7.9439295423348936E-29,0.99999999999999289,4.4401982091102354E-14,0.99999983187153796]
[null,"1972.5",1,4.8377003863126217E-28,0.99999999999998246,0,1]
[null,"1981",1,4.8787052260365504E-28,0.99999999999998235,0,1]
[null,"2491",1,5.2107576481350662E-29,0.99999999999999423,0,1]
[null,"Class",1,0.6408670750164368,0.4233969910760953,1257.1600778572645,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4469648539336394E-3,1,0.94116669759690486]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.209979847275381,789.74488143737483,2.3903211525432038E-4,0.98766466673464115,-1535.6615447448339,1560.0815044393848]
[null,"961",-8.9640783248987905E-10,10884.123292883405,6.7830400248958566E-27,0.99999999999993427,-21332.489657345861,21332.489657344071]
[null,"1165",-1.7770246010911281E-9,12936.933154531978,1.8867928079248081E-26,0.99999999999989042,-25355.923053286595,25355.923053283044]
[null,"1403",-2.1345368368414416E-7,73662.223342307203,8.3968744972872979E-24,0.99999999999768796,-144375.3047722812,144375.30477185431]
[null,"1411.5",9.1296802119622399E-7,216379.86420927974,1.7802354439162472E-23,0.99999999999663347,-424096.74082894268,424096.74083076866]
[null,"1420",-1.5053989023325742E-6,264458.6503122077,3.2403180183224531E-23,0.99999999999545819,-518329.43001350469,518329.43001049384]
[null,"1428.5",1.1076977978115676E-6,252656.24176417629,1.9221289553895194E-23,0.99999999999650191,-495197.13432592235,495197.13432813773]
[null,"1437",-2.6592988328868931E-7,251953.18582352652,1.1140240780557038E-24,0.9999999999991579,-493819.17000450555,493819.17000397365]
[null,"1445.5",-3.8644985520746451E-8,233719.63651909263,2.7339835262868944E-26,0.99999999999986811,-458082.07005725248,458082.07005717518]
[null,"1454",-4.9676148241341217E-9,235145.67340047145,4.4629481805132715E-28,0.99999999999998312,-460877.05098534707,460877.05098533718]
[null,"1462.5",1.1369591428084301E-8,245652.81062431337,2.1421320637675351E-27,0.99999999999996303,-481470.66152468108,481470.66152470378]
[null,"1471",-9.0292260589290386E-9,247395.94224251749,1.3320358345073385E-27,0.99999999999997091,-484887.13671669457,484887.13671667653]
[null,"1479.5",8.3076896488050666E-9,252679.39586818707,1.0809879893851462E-27,0.9999999999999738,-495242.51553697715,495242.5155369938]
[null,"1488",3.0259798491136262E-9,293707.76500370924,1.0614540690234446E-28,0.99999999999999178,-575656.6413870207,575656.64138702676]
[null,"1496.5",-7.4954399793311999E-9,285403.54455953778,6.8972431518927991E-28,0.99999999999997902,-559380.66839677386,559380.66839675896]
[null,"1505",1.3022274506370908E-9,155064.15844173121,7.0526257560932746E-29,0.99999999999999334,-303920.16583880439,303920.16583880695]
[null,"1913",-7.4984201098436804E-11,26206.881622603763,8.1866993870353925E-30,0.99999999999999767,-51364.544127408051,51364.544127407906]
[null,"1921.5",3.8932350114828596E-10,41717.393354378211,8.709373423613843E-29,0.99999999999999256,-81764.588503471474,81764.58850347226]
[null,"1930",-1.229450388685755E-9,42799.634274713637,8.2516709476809615E-28,0.99999999999997713,-83885.741729926012,83885.741729923568]
[null,"1938.5",9.16917020944397E-10,43235.149151063568,4.4976550752459613E-28,0.99999999999998312,-84739.335202301154,84739.335202302987]
[null,"1947",-3.0410890937589564E-11,45331.959822395831,4.5003811509816608E-31,0.99999999999999944,-88849.008600512578,88849.008600512519]
[null,"1955.5",-1.5613206895477453E-10,49215.398382550935,1.0064268615517938E-29,0.99999999999999745,-96460.408314590793,96460.408314590473]
[null,"1964",-4.5980194164984478E-10,51588.524788292918,7.9439295423348936E-29,0.99999999999999289,-101111.65060060637,101111.65060060544]
[null,"1972.5",1.2671344412245624E-9,57610.707877210974,4.8377003863126208E-28,0.99999999999998246,-112914.91256319021,112914.91256319275]
[null,"1981",-8.6814295768336718E-10,39304.19966353038,4.8787052260365504E-28,0.99999999999998235,-77034.815781691708,77034.815781689962]
[null,"2491",-1.5881525941770553E-11,2200.0968083833291,5.2107576481350662E-29,0.99999999999999423,-4312.1105069328596,4312.1105069328287]
[null,"Class-HIGH",-24.420630948520351,30.505131431998265,0.64086707501643669,0.42339699107609552,-84.209589898897704,35.368328001856995,2.4788756102750413E-11,2.680647961241016E-37,2292290662579821]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",-1.0830661295228777E-11,131.50515714850275,6.7830400248958594E-27,0.99999999999993427,-257.7453717923562,257.74537179233448]
[null,"1165",-2.7989063686219434E-11,203.76344015959441,1.8867928079248081E-26,0.99999999999989042,-399.36900407881541,399.36900407875947]
[null,"1403",-7.9974557694882703E-9,2759.8978986654461,8.3968744972872979E-24,0.99999999999768796,-5409.3004824000463,5409.300482384052]
[null,"1411.5",3.3778397095565146E-8,8005.7184995032821,1.7802354439162472E-23,0.99999999999663347,-15690.919929358693,15690.919929426251]
[null,"1420",-5.4338176588209195E-8,9545.7760854468361,3.2403180183224537E-23,0.99999999999545819,-18709.377332013872,18709.377331905198]
[null,"1428.5",3.9083041383821131E-8,8914.502107216249,1.9221289553895194E-23,0.99999999999650191,-17472.103070211182,17472.103070289348]
[null,"1437",-9.2295020966074882E-9,8744.4194990329597,1.1140240780557042E-24,0.9999999999991579,-17138.74728382361,17138.747283805151]
[null,"1445.5",-1.3281458539345164E-9,8032.4461775065301,2.7339835262868955E-26,0.99999999999986811,-15743.305215670549,15743.305215667893]
[null,"1454",-1.6967343338751592E-10,8031.6158085046118,4.4629481805132715E-28,0.99999999999998312,-15741.677722331753,15741.677722331415]
[null,"1462.5",3.8585674012333046E-10,8336.8688584091287,2.1421320637675354E-27,0.99999999999996303,-16339.962706315058,16339.96270631583]
[null,"1471",-3.0426290857457851E-10,8336.6402020490568,1.332035834507339E-27,0.99999999999997091,-16339.514548085172,16339.514548084564]
[null,"1479.5",2.7774941470563607E-10,8447.7823892539382,1.0809879893851462E-27,0.9999999999999738,-16557.349232169166,16557.349232169719]
[null,"1488",1.0014890013501248E-10,9720.6561487348717,1.0614540690234446E-28,0.99999999999999178,-19052.135957618069,19052.135957618273]
[null,"1496.5",-2.4467632941850461E-10,9316.5300340500125,6.8972431518927973E-28,0.99999999999997902,-18260.063327623986,18260.063327623498]
[null,"1505",4.176429364775756E-11,4973.1289601018107,7.0526257560932713E-29,0.99999999999999334,-9747.1536522726365,9747.1536522727201]
[null,"1913",-3.2331555562944286E-12,1129.9836991000241,8.1866993870353925E-30,0.99999999999999767,-2214.7273533533953,2214.7273533533889]
[null,"1921.5",1.7243650475422255E-11,1847.718279597538,8.709373423613843E-29,0.99999999999999256,-3621.4612815874661,3621.4612815875007]
[null,"1930",-5.4437640397937628E-11,1895.0834627013385,8.2516709476809615E-28,0.99999999999997713,-3714.2953345921319,3714.2953345920228]
[null,"1938.5",3.9698760586341036E-11,1871.9053042498838,4.4976550752459613E-28,0.99999999999998312,-3668.8669787992239,3668.8669787993031]
[null,"1947",-1.271299885127769E-12,1895.0617209176833,4.5003811509816608E-31,0.99999999999999944,-3714.2527214791548,3714.2527214791521]
[null,"1955.5",-6.2786426025977582E-12,1979.1315074292154,1.0064268615517935E-29,0.99999999999999745,-3879.0264752297339,3879.0264752297212]
[null,"1964",-1.7766012211836149E-11,1993.2981537459179,7.9439295423348936E-29,0.99999999999999289,-3906.7925917921993,3906.7925917921639]
[null,"1972.5",4.7200312693258903E-11,2145.978625327607,4.8377003863126208E-28,0.99999999999998246,-4206.0408172348361,4206.0408172349307]
[null,"1981",-3.1345984747572326E-11,1419.1543365809478,4.8787052260365504E-28,0.99999999999998235,-2781.4913882025221,2781.4913882024593]
[null,"2491",-5.1349697201558158E-13,71.135673825561568,5.2107576481350662E-29,0.99999999999999423,-139.42335871408977,139.42335871408875]
[null,"Class-HIGH",-6.716481529459795,8.3899204835726788,0.64086707501643669,0.42339699107609552,-23.160423510417115,9.7274604514975245]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
[null,"Obs2","LOW","LOW",4.9804773049150927E-6,0.99999501952269498]
[null,"Obs3","LOW","LOW",4.9804773067803448E-6,0.99999501952269321]
[null,"Obs5","HIGH","HIGH",0.99999502286472786,4.977135272001214E-6]
[null,"Obs7","LOW","LOW",4.9804773050897509E-6,0.99999501952269498]
[null,"Obs9","HIGH","HIGH",0.99999502286472786,4.977135272158436E-6]
[null,"Obs10","HIGH","HIGH",0.99999502286472763,4.9771352723758389E-6]
[null,"Obs11","HIGH","HIGH",0.99999502286472763,4.9771352722583842E-6]
[null,"Obs12","HIGH","HIGH",0.99999502286472675,4.9771352731645917E-6]
[null,"Obs13","LOW","LOW",4.9804773043266564E-6,0.99999501952269565]
[null,"Obs14","HIGH","HIGH",0.99999502286472786,4.9771352721464387E-6]
[null,"Obs15","LOW","LOW",4.9804773043402191E-6,0.99999501952269565]
[null,"Obs16","LOW","LOW",4.9804773037136875E-6,0.99999501952269632]
[null,"Obs17","LOW","LOW",4.9804773039867082E-6,0.99999501952269609]
[null,"Obs19","LOW","LOW",4.9804773037168376E-6,0.99999501952269632]
[null,"Obs21","HIGH","HIGH",0.99999502286472741,4.9771352724919053E-6]
[null,"Obs22","LOW","LOW",4.9804773046209978E-6,0.99999501952269543]
[null,"Obs23","HIGH","HIGH",0.99999502286472652,4.9771352734812008E-6]
[null,"Obs26","HIGH","HIGH",0.99999502286472697,4.9771352731015268E-6]
[null,"Obs28","LOW","LOW",4.9804773047360808E-6,0.99999501952269521]
[null,"Obs29","LOW","LOW",4.9804773047410613E-6,0.99999501952269521]
[null,"Obs30","LOW","LOW",4.9804773052179714E-6,0.99999501952269476]
[null,"Obs31","LOW","LOW",4.9804773049963079E-6,0.99999501952269498]
[null,"Obs33","HIGH","HIGH",0.99999502286472763,4.9771352723377521E-6]
[null,"Obs34","HIGH","HIGH",0.99999502286472763,4.9771352723880218E-6]
[null,"Obs37","LOW","LOW",4.9804773042553227E-6,0.99999501952269565]
[null,"Obs38","LOW","LOW",4.9804773052028518E-6,0.99999501952269476]
[null,"Obs39","HIGH","HIGH",0.99999502286472741,4.9771352726436724E-6]
[null,"Obs40","LOW","LOW",4.9804773041086996E-6,0.99999501952269587]
[null,"Obs41","LOW","LOW",4.9804773044072177E-6,0.99999501952269565]
[null,"Obs43","HIGH","HIGH",0.99999502286472652,4.9771352735341853E-6]
[null,"Obs44","HIGH","HIGH",0.99999502286472719,4.9771352728149069E-6]
[null,"Obs45","HIGH","HIGH",0.99999502286472697,4.9771352730917317E-6]
[null,"Obs47","LOW","LOW",4.9804773045336509E-6,0.99999501952269543]
[null,"Obs49","LOW","LOW",4.9804773045182036E-6,0.99999501952269543]
[null,"Obs50","LOW","LOW",4.9804773044210193E-6,0.99999501952269565]
[null,"Obs52","HIGH","HIGH",0.99999502286472741,4.9771352726224534E-6]
[null,"Obs53","LOW","LOW",4.9804773043957701E-6,0.99999501952269565]
[null,"Obs54","LOW","LOW",4.9804773043372197E-6,0.99999501952269565]
[null,"Obs57","LOW","LOW",4.9804773049047589E-6,0.99999501952269498]
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[null,"Obs1311","HIGH","HIGH",0.99999502286472719,4.9771352727827434E-6]
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[null,"Obs1542","LOW","LOW",4.9804773040811151E-6,0.99999501952269587]
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[null,"Obs1552","LOW","LOW",4.9804773044936007E-6,0.99999501952269543]
[null,"Obs1553","LOW","LOW",4.9804773043467921E-6,0.99999501952269565]
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[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",510,0,510,1]
[null,"LOW",0,584,584,1]
[null,"Total",510,584,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999667]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",228,0,228,1]
[null,"LOW",0,242,242,1]
[null,"Total",228,242,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000027]

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{"sheet":"Log(Binary)","index":106,"n_rows":1965,"n_cols":30,"rows_kept":1965,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 12:47:35 / End time: 07/29/2023 at 12:47:41 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Response variable(s): Binary"]
[null,"Model: Logit"]
[null,"Algorithm: Newton-Raphson(Fast)"]
[null,"Convergence: 0.000001"]
[null,"Iterations: 10"]
[null,"Confidence interval (%): 95"]
[null,"Tolerance: 0.001"]
[null,"Cutpoint: 0.5"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[null,"Seed (random numbers): 4638125"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.2402184,0.44888640000000002,0.28527228345521027,2.2004567731711923E-2]
[null,"1165",1094,0,1094,0.36954720000000002,0.6634042,0.42686153519195619,2.8880717599849285E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1293611985374783,7.1110772915418452E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2076080153564888,7.0356393982354756E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2584458405850094,6.872790841986974E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.2905445787934193,6.7225916622774246E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3088558470749563,6.6150298345751604E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3172481502742255,6.5514435046198943E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3177845872029235,6.5093521810280927E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3082050312614268,6.4632646613089234E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2878881812614271,6.409905393448595E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2604834574954287,6.3504869538210718E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2292893342778788,6.2765212684395708E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1959402800731256,6.1794753156064544E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1623993860146231,6.0601826514217971E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8177627494515536,8.0900588994142486E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8345799098720301,8.2920425470016296E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.8364189903107868,8.2864628670439366E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8265605016453383,8.1155899852392535E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8092652972577719,7.8542246991371772E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7877239329981722,7.5769255606208466E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7630943993601473,7.3060151231391326E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7361901736745882,7.0655146875243949E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7078131386654503,6.8702755913156499E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7673591151736749,6.13023030131696E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",522,522,47.714808043875685]
[null,"","LOW",572,572,52.285191956124315]
[null,"Class","HIGH",522,522,47.714808043875685]
[null,"","LOW",572,572,52.285191956124315]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.24093400000000001,0.38727840000000002,0.28459375510638296,2.0832922654585626E-2]
[null,"1165",470,0,470,0.3717763,0.56360849999999996,0.42566379021276596,2.6333153846929247E-2]
[null,"1403",470,0,470,0.98416879999999995,1.4918624,1.1264829380851071,6.1260742492400141E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.5705690000000001,1.2046019097872351,6.0587393327591443E-2]
[null,"1420",470,0,470,1.1153899,1.615998,1.2553597555319151,5.913372820141969E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.6419486999999999,1.2873983253191488,5.7814269934827953E-2]
[null,"1437",470,0,470,1.1711366999999999,1.654968,1.3056465955319172,5.687634311241662E-2]
[null,"1445.5",470,0,470,1.1813072,1.6598613,1.3139762291489359,5.6327181361861087E-2]
[null,"1454",470,0,470,1.1833969,1.6584264,1.3144456189361704,5.5968029588833651E-2]
[null,"1462.5",470,0,470,1.1762925,1.646577,1.3047880459574477,5.5569594474915371E-2]
[null,"1471",470,0,470,1.1590898999999999,1.6230868000000001,1.284382472127658,5.5101317593818665E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.5915307000000001,1.2569100404255327,5.4571274593500446E-2]
[null,"1488",470,0,470,1.1077482999999999,1.5548512000000001,1.2256785568085109,5.3926906959983263E-2]
[null,"1496.5",470,0,470,1.078436,1.5141038,1.1923228351063846,5.3091931540006208E-2]
[null,"1505",470,0,470,1.0491938999999999,1.4719454000000001,1.1588001812765947,5.2068923972359307E-2]
[null,"1913",470,0,470,1.6353717000000001,2.0584794999999998,1.8171290591489362,7.7151335068740792E-2]
[null,"1921.5",470,0,470,1.6491547,2.0749730999999998,1.8340676863829795,7.9584922863887936E-2]
[null,"1930",470,0,470,1.6510549000000001,2.0758798000000001,1.835845585531916,7.9608028420411842E-2]
[null,"1938.5",470,0,470,1.6443964,2.0646539000000002,1.8257364102127651,7.7687438553707203E-2]
[null,"1947",470,0,470,1.6316877999999999,2.0445546999999999,1.8081629017021275,7.4678874268191656E-2]
[null,"1955.5",470,0,470,1.6157933,2.0215247000000001,1.7862676417021268,7.1390120405872184E-2]
[null,"1964",470,0,470,1.5971664000000001,2.0051364999999999,1.7613106285106381,6.811152855726342E-2]
[null,"1972.5",470,0,470,1.5767682000000001,1.9923493000000001,1.7340961197872327,6.5143773222290521E-2]
[null,"1981",470,0,470,1.5546857999999999,1.9758016,1.7054413912765971,6.2608407015335127E-2]
[null,"2491",470,0,470,1.6254265000000001,2.002316,1.765242495106383,5.6764351868193383E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",216,216,45.957446808510639]
[null,"","LOW",254,254,54.042553191489361]
[null,"Class","HIGH",216,216,45.957446808510639]
[null,"","LOW",254,254,54.042553191489361]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","Class"]
[null,"961",1,0.99144882779237009,0.8919582389156292,0.87687958701175994,0.86501122541839326,0.85624808412363407,0.85075177716266437,0.84815520521808674,0.84820992446765664,0.85186952659188919,0.85901029642514126,0.86775219469152121,0.8765029450017271,0.88476710758847976,0.89209444265105975,0.30431915383639441,0.27563783070317227,0.27207235685686387,0.28755536490579131,0.31615371337621861,0.35376656741373419,0.39784748026868433,0.44687676127787235,0.49780829468729459,0.4371616021484328,7.19360811942623E-2,-7.1936081194262494E-2,-7.1936081194245882E-2]
[null,"1165",0.99144882779237009,1,0.92004008824917782,0.90715748281536979,0.89757249755674007,0.89088452531448326,0.88705106528172106,0.88561263343448771,0.88644491935432823,0.89068433367818545,0.89820869898367717,0.9071070695751845,0.91587679063004424,0.92408242156508857,0.9313139794789701,0.35122192314446549,0.32313952332050228,0.32022379410774471,0.33640829565820929,0.36566507202020543,0.4038422957718617,0.44833876541226736,0.49752803966668641,0.54842388329644542,0.48534528880352962,6.5828232971294601E-2,-6.5828232971301803E-2,-6.5828232971294046E-2]
[null,"1403",0.8919582389156292,0.92004008824917782,1,0.99892150896711251,0.99637297381668488,0.99316753118337608,0.99008599854128621,0.98771397842987241,0.986203738057845,0.98534796263478963,0.98477213408936537,0.98403514679513515,0.9827549020171249,0.9807626689370994,0.9781725905943941,0.60179940434825363,0.57300527432103254,0.56898282382300003,0.58397791696720724,0.61128854151488476,0.64637555422782944,0.68637247921311673,0.72894343819404928,0.77124548491616751,0.71601237634600323,0.15320007051152909,-0.15320007051156131,-0.15320007051156193]
[null,"1411.5",0.87687958701175994,0.90715748281536979,0.99892150896711251,1,0.99920340281021613,0.9973113011592033,0.99509053348904575,0.99317964164153416,0.9918120651055321,0.99074678947881989,0.98958619631633116,0.98802492647615658,0.98584026858570417,0.98292626800306804,0.97946325066541651,0.6282650255697565,0.59993528930195505,0.59613028679900582,0.61118155245235706,0.63833704591005613,0.67304820406376376,0.71242429208225333,0.75406727822266528,0.79515741315122557,0.74166364830228038,0.15772194225733199,-0.15772194225730238,-0.15772194225730474]
[null,"1420",0.86501122541839326,0.89757249755674007,0.99637297381668488,0.99920340281021613,1,0.99941944507318814,0.9981478027171572,0.99681967358829493,0.99573293027610243,0.99467329468857124,0.99324382598156991,0.99122386343386915,0.98850848610914221,0.98504963289114422,0.98107338973565816,0.64915614849841352,0.62146361279270934,0.6179716189395742,0.6331056265626106,0.66012457283365344,0.6944813917045265,0.73328592239348822,0.77411045460633376,0.81416245315702274,0.76182899977553387,0.15739452120150951,-0.15739452120148226,-0.1573945212015152]
[null,"1428.5",0.85624808412363407,0.89088452531448326,0.99316753118337608,0.9973113011592033,0.99941944507318814,1,0.99962757700819138,0.99889722423431149,0.99815253799241666,0.99724024558506608,0.99577690453969958,0.99358264167147958,0.99063042040635374,0.98691925254852086,0.98270286947697039,0.66350547125100601,0.63646078171248244,0.63331206509449078,0.64856381388321627,0.6755143563045789,0.7096213535189192,0.74801046852022546,0.78824367683515306,0.82755330087757806,0.77572216666555416,0.15382777928161359,-0.15382777928164762,-0.15382777928160582]
[null,"1437",0.85075177716266437,0.88705106528172106,0.99008599854128621,0.99509053348904575,0.9981478027171572,0.99962757700819138,1,0.99979866382393923,0.99939502909767863,0.99871297220333488,0.9973868978701369,0.99523908751712109,0.99228300931323576,0.98855018837015285,0.9843060151577836,0.6708625556291351,0.64434160863599466,0.64151079309460746,0.65692106466625211,0.68390953023586398,0.71793618842169293,0.75614817984178384,0.79610502923558013,0.83505619405212039,0.78312698625323673,0.14861607479414601,-0.14861607479415859,-0.14861607479417346]
[null,"1445.5",0.84815520521808674,0.88561263343448771,0.98771397842987241,0.99317964164153416,0.99681967358829493,0.99889722423431149,0.99979866382393923,1,0.99988178786199722,0.99944350333790166,0.99833587313455341,0.9963592222038411,0.99353870422623225,0.98992429548150362,0.98578194628677096,0.67283499512144695,0.64666625347351803,0.64408455621495575,0.65966038265904869,0.68675649467068689,0.72083343317872295,0.75905773376356533,0.79899003931810164,0.83788928696645959,0.78550897466488723,0.14331549151863712,-0.14331549151871975,-0.14331549151867756]
[null,"1454",0.84820992446765664,0.88644491935432823,0.986203738057845,0.9918120651055321,0.99573293027610243,0.99815253799241666,0.99939502909767863,0.99988178786199722,1,0.99981739187908547,0.99899619261084438,0.99729410323412115,0.99472582300675771,0.99134749226310825,0.98741725280963366,0.67059919543454205,0.64462849780730092,0.64223491553192047,0.65798331928766907,0.68524945699290063,0.71949347426470334,0.75789485632614817,0.79801784461698622,0.83712326320528829,0.78411147506332601,0.13859015182250456,-0.13859015182241502,-0.13859015182247789]
[null,"1462.5",0.85186952659188919,0.89068433367818545,0.98534796263478963,0.99074678947881989,0.99467329468857124,0.99724024558506608,0.99871297220333488,0.99944350333790166,0.99981739187908547,1,0.99965778255899951,0.99846504766676714,0.9963932011322133,0.99349263775984875,0.99000023087626932,0.66230479827637945,0.63640595518061016,0.63418881021989804,0.65017865533346808,0.67775212649692285,0.71236933252980439,0.75121882365461623,0.79187246488441332,0.83158487315051022,0.77753636848062324,0.13288405741176007,-0.1328840574118148,-0.13288405741177864]
[null,"1471",0.85901029642514126,0.89820869898367717,0.98477213408936537,0.98958619631633116,0.99324382598156991,0.99577690453969958,0.9973868978701369,0.99833587313455341,0.99899619261084438,0.99965778255899951,1,0.99956666264776661,0.99825073403604214,0.99608645818392627,0.99327418239239273,0.64755355445714702,0.62161831660298605,0.61957134204703157,0.63586791395644493,0.66388055727551265,0.69906596132199861,0.73862340227619594,0.7801404648634549,0.8208555273235576,0.76533005599973358,0.12548867202712377,-0.12548867202711725,-0.12548867202714559]
[null,"1479.5",0.86775219469152121,0.9071070695751845,0.98403514679513515,0.98802492647615658,0.99122386343386915,0.99358264167147958,0.99523908751712109,0.9963592222038411,0.99729410323412115,0.99846504766676714,0.99956666264776661,1,0.99955624626534123,0.99824761676473628,0.99623046020647332,0.62935828630567081,0.60332541330690059,0.60142237942539001,0.61802285338454588,0.64650059813137761,0.68230771973748761,0.72265623938389179,0.76515648680531811,0.807027197758165,0.7498796321125023,0.11741195170290755,-0.11741195170286492,-0.11741195170290336]
[null,"1488",0.8765029450017271,0.91587679063004424,0.9827549020171249,0.98584026858570417,0.98850848610914221,0.99063042040635374,0.99228300931323576,0.99353870422623225,0.99472582300675771,0.9963932011322133,0.99825073403604214,0.99955624626534123,1,0.99956571170803055,0.99836470404507993,0.61034866144429745,0.5842154890308392,0.58243534564218269,0.59930604746560001,0.62820893919508269,0.66459616834882151,0.70569391958064398,0.74914054942374597,0.79213652186114714,0.73349017827616769,0.10952604077271511,-0.10952604077269187,-0.10952604077270391]
[null,"1496.5",0.88476710758847976,0.92408242156508857,0.9807626689370994,0.98292626800306804,0.98504963289114422,0.98691925254852086,0.98855018837015285,0.98992429548150362,0.99134749226310825,0.99349263775984875,0.99608645818392627,0.99824761676473628,0.99956571170803055,1,0.99961390049516441,0.5914024716798717,0.56519687926558526,0.56352841862015413,0.58062964484193624,0.60990073458990712,0.64679802366511541,0.68856385793235009,0.73287041809851861,0.77690237297645592,0.71693244846046933,0.10191706711108811,-0.10191706711102075,-0.10191706711106072]
[null,"1505",0.89209444265105975,0.9313139794789701,0.9781725905943941,0.97946325066541651,0.98107338973565816,0.98270286947697039,0.9843060151577836,0.98578194628677096,0.98741725280963366,0.99000023087626932,0.99327418239239273,0.99623046020647332,0.99836470404507993,0.99961390049516441,1,0.57367949576662269,0.54743664343200527,0.54586602384792282,0.56314933436788317,0.59271377526998847,0.63002669491139063,0.67234480848549438,0.71737715803391222,0.76229716616915211,0.70127917334983114,9.5018211335563596E-2,-9.5018211335484576E-2,-9.5018211335510513E-2]
[null,"1913",0.30431915383639441,0.35122192314446549,0.60179940434825363,0.6282650255697565,0.64915614849841352,0.66350547125100601,0.6708625556291351,0.67283499512144695,0.67059919543454205,0.66230479827637945,0.64755355445714702,0.62935828630567081,0.61034866144429745,0.5914024716798717,0.57367949576662269,1,0.99912870147861732,0.99866568975932779,0.99899361229935835,0.99861092039873078,0.99592885833996792,0.98948849625298663,0.9781986312199219,0.96154447010792254,0.97224277359022859,0.23168859044741469,-0.23168859044736576,-0.23168859044739096]
[null,"1921.5",0.27563783070317227,0.32313952332050228,0.57300527432103254,0.59993528930195505,0.62146361279270934,0.63646078171248244,0.64434160863599466,0.64666625347351803,0.64462849780730092,0.63640595518061016,0.62161831660298605,0.60332541330690059,0.5842154890308392,0.56519687926558526,0.54743664343200527,0.99912870147861732,1,0.99989351972265139,0.99952665040165278,0.99777978918779253,0.99327105007717875,0.98467010008867961,0.97100812446890605,0.95190504951626798,0.96447366149588121,0.22754428135116972,-0.22754428135112448,-0.22754428135115728]
[null,"1930",0.27207235685686387,0.32022379410774471,0.56898282382300003,0.59613028679900582,0.6179716189395742,0.63331206509449078,0.64151079309460746,0.64408455621495575,0.64223491553192047,0.63418881021989804,0.61957134204703157,0.60142237942539001,0.58243534564218269,0.56352841862015413,0.54586602384792282,0.99866568975932779,0.99989351972265139,1,0.99968032212415148,0.99789228694791687,0.99328093509503612,0.98453816891386781,0.97070794527960524,0.95142853796742588,0.96373550415572651,0.22413752123365854,-0.22413752123366101,-0.22413752123364949]
[null,"1938.5",0.28755536490579131,0.33640829565820929,0.58397791696720724,0.61118155245235706,0.6331056265626106,0.64856381388321627,0.65692106466625211,0.65966038265904869,0.65798331928766907,0.65017865533346808,0.63586791395644493,0.61802285338454588,0.59930604746560001,0.58062964484193624,0.56314933436788317,0.99899361229935835,0.99952665040165278,0.99968032212415148,1,0.99917706001550699,0.99577535022088237,0.98842560520278633,0.97609973370896252,0.9583657449405929,0.96886065591424686,0.22116252955823823,-0.22116252955823054,-0.22116252955822902]
[null,"1947",0.31615371337621861,0.36566507202020543,0.61128854151488476,0.63833704591005613,0.66012457283365344,0.6755143563045789,0.68390953023586398,0.68675649467068689,0.68524945699290063,0.67775212649692285,0.66388055727551265,0.64650059813137761,0.62820893919508269,0.60990073458990712,0.59271377526998847,0.99861092039873078,0.99777978918779253,0.99789228694791687,0.99917706001550699,1,0.99865890675659374,0.9937085579903151,0.98400232467030524,0.96897468469497305,0.9765264828130914,0.21837468566631513,-0.21837468566636811,-0.21837468566636203]
[null,"1955.5",0.35376656741373419,0.4038422957718617,0.64637555422782944,0.67304820406376376,0.6944813917045265,0.7096213535189192,0.71793618842169293,0.72083343317872295,0.71949347426470334,0.71236933252980439,0.69906596132199861,0.68230771973748761,0.66459616834882151,0.64679802366511541,0.63002669491139063,0.99592885833996792,0.99327105007717875,0.99328093509503612,0.99577535022088237,0.99865890675659374,1,0.99815695768524504,0.99185974837594404,0.98037760022479492,0.98422573986172057,0.21588103066254111,-0.21588103066250811,-0.21588103066254688]
[null,"1964",0.39784748026868433,0.44833876541226736,0.68637247921311673,0.71242429208225333,0.73328592239348822,0.74801046852022546,0.75614817984178384,0.75905773376356533,0.75789485632614817,0.75121882365461623,0.73862340227619594,0.72265623938389179,0.70569391958064398,0.68856385793235009,0.67234480848549438,0.98948849625298663,0.98467010008867961,0.98453816891386781,0.98842560520278633,0.9937085579903151,0.99815695768524504,1,0.99774134441662765,0.99048275881983816,0.98982906564668716,0.21259124812884389,-0.21259124812883534,-0.21259124812884822]
[null,"1972.5",0.44687676127787235,0.49752803966668641,0.72894343819404928,0.75406727822266528,0.77411045460633376,0.78824367683515306,0.79610502923558013,0.79899003931810164,0.79801784461698622,0.79187246488441332,0.7801404648634549,0.76515648680531811,0.74914054942374597,0.73287041809851861,0.71737715803391222,0.9781986312199219,0.97100812446890605,0.97070794527960524,0.97609973370896252,0.98400232467030524,0.99185974837594404,0.99774134441662765,1,0.99747666343850916,0.99168243293634639,0.20819701198069213,-0.208197011980642,-0.20819701198068352]
[null,"1981",0.49780829468729459,0.54842388329644542,0.77124548491616751,0.79515741315122557,0.81416245315702274,0.82755330087757806,0.83505619405212039,0.83788928696645959,0.83712326320528829,0.83158487315051022,0.8208555273235576,0.807027197758165,0.79213652186114714,0.77690237297645592,0.76229716616915211,0.96154447010792254,0.95190504951626798,0.95142853796742588,0.9583657449405929,0.96897468469497305,0.98037760022479492,0.99048275881983816,0.99747666343850916,1,0.98861671088766179,0.20224216661701372,-0.20224216661705913,-0.20224216661704622]
[null,"2491",0.4371616021484328,0.48534528880352962,0.71601237634600323,0.74166364830228038,0.76182899977553387,0.77572216666555416,0.78312698625323673,0.78550897466488723,0.78411147506332601,0.77753636848062324,0.76533005599973358,0.7498796321125023,0.73349017827616769,0.71693244846046933,0.70127917334983114,0.97224277359022859,0.96447366149588121,0.96373550415572651,0.96886065591424686,0.9765264828130914,0.98422573986172057,0.98982906564668716,0.99168243293634639,0.98861671088766179,1,0.21802419099534809,-0.21802419099532089,-0.21802419099536666]
[null,"Class-HIGH",7.19360811942623E-2,6.5828232971294601E-2,0.15320007051152909,0.15772194225733199,0.15739452120150951,0.15382777928161359,0.14861607479414601,0.14331549151863712,0.13859015182250456,0.13288405741176007,0.12548867202712377,0.11741195170290755,0.10952604077271511,0.10191706711108811,9.5018211335563596E-2,0.23168859044741469,0.22754428135116972,0.22413752123365854,0.22116252955823823,0.21837468566631513,0.21588103066254111,0.21259124812884389,0.20819701198069213,0.20224216661701372,0.21802419099534809,1,-0.99999999999999911,-1]
[null,"Class-LOW",-7.1936081194262494E-2,-6.5828232971301803E-2,-0.15320007051156131,-0.15772194225730238,-0.15739452120148226,-0.15382777928164762,-0.14861607479415859,-0.14331549151871975,-0.13859015182241502,-0.1328840574118148,-0.12548867202711725,-0.11741195170286492,-0.10952604077269187,-0.10191706711102075,-9.5018211335484576E-2,-0.23168859044736576,-0.22754428135112448,-0.22413752123366101,-0.22116252955823054,-0.21837468566636811,-0.21588103066250811,-0.21259124812883534,-0.208197011980642,-0.20224216661705913,-0.21802419099532089,-0.99999999999999911,1,1]
[null,"Class",-7.1936081194245882E-2,-6.5828232971294046E-2,-0.15320007051156193,-0.15772194225730474,-0.1573945212015152,-0.15382777928160582,-0.14861607479417346,-0.14331549151867756,-0.13859015182247789,-0.13288405741177864,-0.12548867202714559,-0.11741195170290336,-0.10952604077270391,-0.10191706711106072,-9.5018211335510513E-2,-0.23168859044739096,-0.22754428135115728,-0.22413752123364949,-0.22116252955822902,-0.21837468566636203,-0.21588103066254688,-0.21259124812884822,-0.20819701198068352,-0.20224216661704622,-0.21802419099536666,-1,1,1]
[]
[]
[null,"Regression of variable Class (Control category = HIGH):"]
[]
[null,"Goodness of fit statistics (Variable Class):"]
[]
[null,"Statistic","Independent","Full"]
[null,"Observations",1094,1094]
[null,"Sum of weights",1094,1094]
[null,"DF",1093,1067]
[null,"-2 Log(Likelihood)",1514.3200428764917,1.0937887144033522E-2]
[null,"R²(McFadden)",0,0.99999277703072376]
[null,"R²(Cox and Snell)",0,0.74947455689234355]
[null,"R²(Nagelkerke)",0,0.98862207744099984]
[null,"AIC",1516.3200428764917,54.010937887144031]
[null,"SBC",1521.3176388594736,188.94602942765604]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.523:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1514.3091049893476,0]
[null,"Score",26,1093.9948164820671,0]
[null,"Wald",26,0.8131183651280709,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"961",1,5.5949636084526256E-26,0.99999999999981126,0,1]
[null,"1165",1,1.0120421113028162E-26,0.99999999999991973,0,1]
[null,"1403",1,5.0969578930330221E-25,0.99999999999943034,0,1]
[null,"1411.5",1,9.8440791050159176E-25,0.99999999999920841,3.1484016782545865E-13,0.99999955230202597]
[null,"1420",1,2.2515176609372524E-24,0.99999999999880274,0,1]
[null,"1428.5",1,1.9842429559801656E-24,0.99999999999887612,0,1]
[null,"1437",1,7.0703930404881336E-26,0.99999999999978784,0,1]
[null,"1445.5",1,3.7712495622572038E-25,0.99999999999951006,3.3292812950946882E-14,0.99999985441544381]
[null,"1454",1,3.583908912752645E-25,0.99999999999952238,0,1]
[null,"1462.5",1,9.9913766400464439E-26,0.99999999999974776,4.7426992888510711E-13,0.99999945051877726]
[null,"1471",1,1.1211840071197244E-26,0.99999999999991551,2.2158663792737343E-13,0.99999962441188117]
[null,"1479.5",1,8.6101072846710089E-27,0.99999999999992595,7.9918710538251503E-14,0.99999977443885235]
[null,"1488",1,2.9754690460520064E-27,0.99999999999995648,7.9478090775353394E-14,0.9999997750615105]
[null,"1496.5",1,1.0297231158099101E-26,0.99999999999991906,0,1]
[null,"1505",1,2.3400086369536765E-26,0.99999999999987799,0,1]
[null,"1913",1,1.2284261938317518E-27,0.99999999999997202,3.7967892718704377E-13,0.99999950835875662]
[null,"1921.5",1,1.4835741818996613E-27,0.99999999999996925,0,1]
[null,"1930",1,1.3669629145932241E-27,0.99999999999997047,2.4689798816535102E-13,0.99999960354049255]
[null,"1938.5",1,2.6357948339446156E-27,0.99999999999995903,0,1]
[null,"1947",1,1.2637749067284075E-27,0.99999999999997169,0,1]
[null,"1955.5",1,8.9014004677909132E-29,0.99999999999999245,0,1]
[null,"1964",1,1.9861821226853787E-27,0.99999999999996447,0,1]
[null,"1972.5",1,1.8156085992902647E-27,0.99999999999996603,0,1]
[null,"1981",1,5.2755209132800472E-28,0.99999999999998168,0,1]
[null,"2491",1,9.4055489799672186E-29,0.99999999999999223,0,1]
[null,"Class",1,0.64834292540070626,0.42070575065256199,1265.2001578257475,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",2.5908426760227923E-3,1,0.95940494973678092]
[]
[]
[null,"Model parameters (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)","Odds ratio","Odds ratio Lower bound (95%)","Odds ratio Upper bound (95%)"]
[null,"Intercept",12.206164901529659,787.61046000536442,2.40179267084509E-4,0.9876351049475417,-1531.4819705560087,1555.8943003590682]
[null,"961",2.5130112535132174E-9,10624.189302329381,5.5949636084526279E-26,0.99999999999981126,-20823.028397498794,20823.028397503822]
[null,"1165",-1.2686908368123806E-9,12611.202845502521,1.0120421113028166E-26,0.99999999999991973,-24717.503378915251,24717.503378912712]
[null,"1403",-5.2401845173463753E-8,73399.154416281221,5.0969578930330203E-25,0.99999999999943034,-143859.69915165764,143859.69915155281]
[null,"1411.5",2.1350287865097127E-7,215187.07757444354,9.8440791050159195E-25,0.99999999999920841,-421758.92198412248,421758.9219845495]
[null,"1420",-3.940690215588775E-7,262624.12388692587,2.2515176609372528E-24,0.99999999999880274,-514733.82429015398,514733.82428936585]
[null,"1428.5",3.5133836541822878E-7,249418.20696397309,1.9842429559801659E-24,0.99999999999887612,-488850.70273759309,488850.70273829577]
[null,"1437",-6.4705905762062675E-8,243344.84047096525,7.0703930404881371E-26,0.99999999999978784,-476947.12314680149,476947.12314667203]
[null,"1445.5",-1.3822801640614464E-7,225088.56865362081,3.7712495622572042E-25,0.99999999999951006,-441165.4878929063,441165.48789262981]
[null,"1454",1.3597619806285149E-7,227135.1836151623,3.583908912752645E-25,0.99999999999952238,-445176.77950747422,445176.77950774616]
[null,"1462.5",-7.4962522909599189E-8,237154.58706905405,9.9913766400464416E-26,0.99999999999974776,-464814.44942388922,464814.44942373928]
[null,"1471",2.6233001532780496E-8,247747.64647078147,1.1211840071197246E-26,0.99999999999991551,-485576.46433726716,485576.46433731966]
[null,"1479.5",-2.3322138112692168E-8,251341.42986703111,8.6101072846710075E-27,0.99999999999992595,-492620.15036220406,492620.15036215738]
[null,"1488",1.5600864120281906E-8,286003.22871914215,2.9754690460520064E-27,0.99999999999995648,-560556.02775167453,560556.02775170573]
[null,"1496.5",2.9573049302953518E-8,291431.08705523307,1.0297231158099101E-26,0.99999999999991906,-571194.43460358423,571194.43460364337]
[null,"1505",-2.4647458073799095E-8,161125.17659042042,2.3400086369536765E-26,0.99999999999987799,-315799.54311990482,315799.54311985557]
[null,"1913",9.3264431005328673E-10,26609.79389853774,1.2284261938317513E-27,0.99999999999997202,-52154.237677166704,52154.237677168567]
[null,"1921.5",-1.6544973001924179E-9,42954.773108330526,1.4835741818996616E-27,0.99999999999996925,-84189.808256419099,84189.808256415781]
[null,"1930",1.6008588608967108E-9,43298.682124197752,1.3669629145932241E-27,0.99999999999997047,-84863.857541474223,84863.857541477424]
[null,"1938.5",-2.1814315316578664E-9,42489.907453418324,2.6357948339446163E-27,0.99999999999995903,-83278.688315142077,83278.688315137711]
[null,"1947",1.6187628480378051E-9,45535.317017776048,1.2637749067284075E-27,0.99999999999997169,-89247.581379453244,89247.581379456475]
[null,"1955.5",4.527830364181556E-10,47991.130174637241,8.9014004677909109E-29,0.99999999999999245,-94060.886719661954,94060.886719662856]
[null,"1964",-2.3040243554795271E-9,51698.451058482446,1.9861821226853787E-27,0.99999999999996447,-101327.10213113451,101327.10213112991]
[null,"1972.5",2.4887871453267889E-9,58408.578846860553,1.815608599290264E-27,0.99999999999996603,-114478.71092801221,114478.71092801719]
[null,"1981",-9.1261890903904898E-10,39733.496890998977,5.2755209132800481E-28,0.99999999999998168,-77876.222886193107,77876.222886191274]
[null,"2491",-2.127367287580598E-11,2193.5644653117047,9.4055489799672163E-29,0.99999999999999223,-4299.3073497778214,4299.3073497777796]
[null,"Class-HIGH",-24.412536027654944,30.318695345949219,0.64834292540070626,0.42070575065256199,-83.836086963957555,35.011014908647667,2.4990233493325116E-11,3.8944851052961872E-37,1603579813931301.3]
[null,"Class-LOW",0,0]
[]
[]
[null,"Standardized coefficients (Variable Class):"]
[]
[null,"Source","Value","Standard error","Wald Chi-Square","Pr > Chi²","Wald Lower bound (95%)","Wald Upper bound (95%)"]
[null,"961",3.0473297359374087E-11,128.83113012707472,5.5949636084526244E-26,0.99999999999981126,-252.50437513662902,252.50437513668996]
[null,"1165",-2.0191842860736083E-11,200.71353772921782,1.0120421113028163E-26,0.99999999999991973,-393.39130515890832,393.39130515886797]
[null,"1403",-2.0534973812874474E-9,2876.3294667126229,5.096957893033023E-25,0.99999999999943034,-5637.5021624300934,5637.5021624259862]
[null,"1411.5",8.2778867750217363E-9,8343.1861662206156,9.844079105015925E-25,0.99999999999920841,-16352.344402096933,16352.344402113489]
[null,"1420",-1.4925111956306684E-8,9946.7205920770066,2.2515176609372535E-24,0.99999999999880274,-19495.214124768776,19495.214124738923]
[null,"1428.5",1.3015908400810943E-8,9240.1082684867069,1.9842429559801652E-24,0.99999999999887612,-18110.279419471684,18110.279419497718]
[null,"1437",-2.3587825311546133E-9,8870.8681532135524,7.0703930404881348E-26,0.99999999999978784,-17386.58209190426,17386.582091899545]
[null,"1445.5",-4.990513684578533E-9,8126.4826864588858,3.7712495622572042E-25,0.99999999999951006,-15927.613386452709,15927.613386442727]
[null,"1454",4.8776747525438472E-9,8147.6873623278816,3.583908912752645E-25,0.99999999999952238,-15969.173787449916,15969.173787459673]
[null,"1462.5",-2.669981850625821E-9,8446.8667634177546,9.9913766400464416E-26,0.99999999999974776,-16555.554638509879,16555.554638504538]
[null,"1471",9.2664156943933924E-10,8751.3153103626009,1.1211840071197246E-26,0.99999999999991551,-17152.262825663733,17152.262825665588]
[null,"1479.5",-8.1618303936245723E-10,8795.9607800684244,8.6101072846710075E-27,0.99999999999992595,-17239.766338361762,17239.766338360132]
[null,"1488",5.3960980658670449E-10,9892.410173079601,2.9754690460520071E-27,0.99999999999995648,-19388.767659533118,19388.767659534195]
[null,"1496.5",1.0070705215614128E-9,9924.2947128421911,1.0297231158099101E-26,0.99999999999991906,-19451.26020913096,19451.260209132975]
[null,"1505",-8.2313302232821951E-10,5380.9789708508461,2.3400086369536765E-26,0.99999999999987799,-10546.524984435886,10546.524984434238]
[null,"1913",4.1579561327601714E-11,1186.3296064668814,1.2284261938317516E-27,0.99999999999997202,-2325.1633024686212,2325.1633024687039]
[null,"1921.5",-7.5603127116758836E-11,1962.8410219847206,1.4835741818996616E-27,0.99999999999996925,-3847.0977104679196,3847.0977104677686]
[null,"1930",7.310286660252721E-11,1977.2247639729208,1.3669629145932241E-27,0.99999999999997047,-3875.2893267275595,3875.2893267277059]
[null,"1938.5",-9.756046431734728E-11,1900.2820119713742,2.6357948339446156E-27,0.99999999999995903,-3724.4843039333023,3724.4843039331067]
[null,"1947",7.0064612552985376E-11,1970.8966932340481,1.2637749067284075E-27,0.99999999999997169,-3862.8865359877509,3862.886535987891]
[null,"1955.5",1.8905812340942806E-11,2003.8544471297869,8.9014004677909132E-29,0.99999999999999245,-3927.4825466347843,3927.4825466348225]
[null,"1964",-9.2764072601585372E-11,2081.4705608354789,1.9861821226853787E-27,0.99999999999996447,-4079.6073341180181,4079.6073341178326]
[null,"1972.5",9.6904452711921545E-11,2274.220749437754,1.815608599290265E-27,0.99999999999996603,-4457.3907617915902,4457.3907617917848]
[null,"1981",-3.4552207253603424E-11,1504.3300175905752,5.2755209132800463E-28,0.99999999999998168,-2948.432655340067,2948.4326553399978]
[null,"2491",-7.1867318680087025E-13,74.103610314116168,9.4055489799672219E-29,0.99999999999999223,-145.24040734005925,145.24040734005783]
[null,"Class-HIGH",-6.7226359838496705,8.349052801608206,0.64834292540070626,0.42070575065256199,-23.086478780024986,9.6412068123256454]
[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
[null,"Observation","Class","Pred(Class)","Pr(HIGH)","Pr(LOW)"]
[null,"Obs1","HIGH","HIGH",0.99999500151716014,4.9984828398405411E-6]
[null,"Obs2","LOW","LOW",4.9995137411122377E-6,0.99999500048625889]
[null,"Obs3","LOW","LOW",4.9995137412096973E-6,0.99999500048625867]
[null,"Obs5","HIGH","HIGH",0.99999500151716014,4.9984828398910014E-6]
[null,"Obs6","LOW","LOW",4.9995137410774069E-6,0.99999500048625889]
[null,"Obs8","HIGH","HIGH",0.99999500151715992,4.9984828399172653E-6]
[null,"Obs9","HIGH","HIGH",0.99999500151716036,4.9984828394918786E-6]
[null,"Obs10","HIGH","HIGH",0.99999500151716036,4.998482839655378E-6]
[null,"Obs13","LOW","LOW",4.9995137411396358E-6,0.99999500048625889]
[null,"Obs15","LOW","LOW",4.9995137409377557E-6,0.99999500048625911]
[null,"Obs17","LOW","LOW",4.9995137407211423E-6,0.99999500048625933]
[null,"Obs18","LOW","LOW",4.9995137409989894E-6,0.99999500048625889]
[null,"Obs19","LOW","LOW",4.9995137408393017E-6,0.99999500048625911]
[null,"Obs20","LOW","LOW",4.9995137408936177E-6,0.99999500048625911]
[null,"Obs23","HIGH","HIGH",0.9999950015171597,4.9984828402074325E-6]
[null,"Obs26","HIGH","HIGH",0.99999500151716014,4.9984828397402524E-6]
[null,"Obs28","LOW","LOW",4.999513741065036E-6,0.99999500048625889]
[null,"Obs29","LOW","LOW",4.9995137410562268E-6,0.99999500048625889]
[null,"Obs30","LOW","LOW",4.9995137413829444E-6,0.99999500048625867]
[null,"Obs31","LOW","LOW",4.9995137411415544E-6,0.99999500048625889]
[null,"Obs32","HIGH","HIGH",0.99999500151716036,4.998482839647653E-6]
[null,"Obs33","HIGH","HIGH",0.99999500151716014,4.99848283970074E-6]
[null,"Obs34","HIGH","HIGH",0.99999500151716014,4.9984828397493622E-6]
[null,"Obs35","HIGH","HIGH",0.99999500151716014,4.9984828397879861E-6]
[null,"Obs36","LOW","LOW",4.9995137409334841E-6,0.99999500048625911]
[null,"Obs37","LOW","LOW",4.9995137409168145E-6,0.99999500048625911]
[null,"Obs41","LOW","LOW",4.9995137410730023E-6,0.99999500048625889]
[null,"Obs42","HIGH","HIGH",0.99999500151716014,4.9984828397559326E-6]
[null,"Obs43","HIGH","HIGH",0.99999500151715992,4.9984828400398581E-6]
[null,"Obs44","HIGH","HIGH",0.99999500151716014,4.9984828397493351E-6]
[null,"Obs46","LOW","LOW",4.999513741088082E-6,0.99999500048625889]
[null,"Obs47","LOW","LOW",4.9995137413224577E-6,0.99999500048625867]
[null,"Obs48","LOW","LOW",4.9995137412649798E-6,0.99999500048625867]
[null,"Obs50","LOW","LOW",4.9995137408792478E-6,0.99999500048625911]
[null,"Obs51","LOW","LOW",4.9995137410005251E-6,0.99999500048625889]
[null,"Obs52","HIGH","HIGH",0.99999500151716036,4.9984828395807671E-6]
[null,"Obs53","LOW","LOW",4.9995137412517652E-6,0.99999500048625867]
[null,"Obs56","LOW","LOW",4.9995137411048575E-6,0.99999500048625889]
[null,"Obs57","LOW","LOW",4.9995137412706456E-6,0.99999500048625867]
[null,"Obs58","LOW","LOW",4.9995137411553542E-6,0.99999500048625889]
[null,"Obs59","HIGH","HIGH",0.99999500151716014,4.9984828397541835E-6]
[null,"Obs60","HIGH","HIGH",0.9999950015171597,4.9984828402676854E-6]
[null,"Obs61","HIGH","HIGH",0.99999500151716014,4.998482839829771E-6]
[null,"Obs62","HIGH","HIGH",0.99999500151716036,4.9984828396330112E-6]
[null,"Obs63","HIGH","HIGH",0.99999500151716014,4.9984828398873244E-6]
[null,"Obs64","HIGH","HIGH",0.99999500151716036,4.998482839621655E-6]
[null,"Obs67","HIGH","HIGH",0.99999500151716014,4.9984828397146533E-6]
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[null,"The results corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Classification table for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",522,0,522,1]
[null,"LOW",0,572,572,1]
[null,"Total",522,572,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000056]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",216,0,216,1]
[null,"LOW",0,254,254,1]
[null,"Total",216,254,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000029]

{"sheet":"XLSTAT_20230729_124538_1_HID","index":107,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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[-5.6703773620991882E-15,6.9930069930060013E-2]
[-5.6703773620991882E-15,6.8181818181808268E-2]
[-5.6703773620991882E-15,6.6433566433556523E-2]
[-5.6703773620991882E-15,6.4685314685304779E-2]
[-5.6703773620991882E-15,6.2937062937053034E-2]
[-5.6703773620991882E-15,6.1188811188801283E-2]
[-5.6703773620991882E-15,5.9440559440549531E-2]
[-5.6703773620991882E-15,5.769230769229778E-2]
[-5.6703773620991882E-15,5.5944055944046028E-2]
[-5.6703773620991882E-15,5.4195804195794277E-2]
[-5.6703773620991882E-15,5.2447552447542525E-2]
[-5.6703773620991882E-15,5.0699300699290774E-2]
[-5.6703773620991882E-15,4.8951048951039022E-2]
[-5.6703773620991882E-15,4.7202797202787271E-2]
[-5.6703773620991882E-15,4.5454545454535519E-2]
[-5.6703773620991882E-15,4.3706293706283768E-2]
[-5.6703773620991882E-15,4.1958041958032016E-2]
[-5.6703773620991882E-15,4.0209790209780265E-2]
[-5.6703773620991882E-15,3.8461538461528513E-2]
[-5.6703773620991882E-15,3.6713286713276762E-2]
[-5.6703773620991882E-15,3.496503496502501E-2]
[-5.6703773620991882E-15,3.3216783216773259E-2]
[-5.6703773620991882E-15,3.1468531468521507E-2]
[-5.6703773620991882E-15,2.9720279720269759E-2]
[-5.6703773620991882E-15,2.7972027972018011E-2]
[-5.6703773620991882E-15,2.6223776223766263E-2]
[-5.6703773620991882E-15,2.4475524475514515E-2]
[-5.6703773620991882E-15,2.2727272727262767E-2]
[-5.6703773620991882E-15,2.0979020979011019E-2]
[-5.6703773620991882E-15,1.9230769230759271E-2]
[-5.6703773620991882E-15,1.7482517482507523E-2]
[-5.6703773620991882E-15,1.5734265734255775E-2]
[-5.6703773620991882E-15,1.3986013986004027E-2]
[-5.6703773620991882E-15,1.2237762237752279E-2]
[-5.6703773620991882E-15,1.0489510489500531E-2]
[-5.6703773620991882E-15,8.7412587412487829E-3]
[-5.6703773620991882E-15,6.9930069929970348E-3]
[-5.6703773620991882E-15,5.2447552447452868E-3]
[-5.6703773620991882E-15,3.4965034964935388E-3]
[-5.6703773620991882E-15,1.7482517482417905E-3]
[-5.6703773620991882E-15,-9.9577464329758669E-15]

{"sheet":"PLS-DA1","index":109,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 12:44:30"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.44888640000000002,0.28528140648994527,2.1903902970031027E-2]
[null,"1165",1094,0,1094,0.3717763,0.6634042,0.42675335703839168,2.8475696728081125E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.6085881,1.1287336585923216,6.9529839052949488E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6706795000000001,1.2068687237659956,6.8794805172331955E-2]
[null,"1420",1094,0,1094,1.1153899,1.7136446000000001,1.2576172340950644,6.7183285612141194E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7367665999999999,1.2896489305301659,6.5694146804397058E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.748472,1.3079118737659965,6.4629557336889187E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7533439,1.3162696833638041,6.3997250642335898E-2]
[null,"1454",1094,0,1094,1.1833969,1.7512528999999999,1.3167855314442394,6.3583640842908032E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7392904,1.3071959451553914,6.3135262447917256E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7184261000000001,1.2868832614259578,6.2619518170718577E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.6993611,1.2594925623400386,6.2038259892379315E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6759485999999999,1.2283230650822643,6.1324462243736354E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6490628000000001,1.1950065201096887,6.038706367102837E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.6198372999999999,1.1614972797074936,5.9223234995177537E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1340759,1.8163965494515562,8.0182960895251912E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1429162000000002,1.8331818180987181,8.2230705573106855E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1423665999999999,1.8349989504570399,8.2181224795732893E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1370486999999998,1.8251151129798893,8.0427714152276147E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1258743,1.8078082882084079,7.7738862591665209E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1132555000000002,1.7862510999085937,7.4882897135331736E-2]
[null,"1964",1094,0,1094,1.5788096,2.0999165,1.7616224414076802,7.2094316216328502E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0830019000000002,1.7347193882084091,6.9612901761949425E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0672019000000001,1.7063738801645356,6.7591194875056812E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0547589999999998,1.7659581061243126,6.0447858707549394E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",523,523,47.806215722120655]
[null,"","LOW",571,571,52.193784277879345]
[null,"Class","HIGH",523,523,47.806215722120655]
[null,"","LOW",571,571,52.193784277879345]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.39174569999999997,0.28457251978723391,2.1077997822166791E-2]
[null,"1165",470,0,470,0.36954720000000002,0.58403130000000003,0.42591559212765939,2.7351182638640698E-2]
[null,"1403",470,0,470,0.98416879999999995,1.612036,1.1279436374468073,6.5394324366116585E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6911579000000001,1.2063227289361704,6.4678947545329254E-2]
[null,"1420",470,0,470,1.1153899,1.7343687000000001,1.2572884693617021,6.3187352681673609E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7580813,1.289483089574468,6.1837724475221428E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7694460999999999,1.3078438440425535,6.0873869837505083E-2]
[null,"1445.5",470,0,470,1.1813072,1.7735467,1.3162537670212759,6.031733422058827E-2]
[null,"1454",470,0,470,1.1833969,1.7714623,1.3167710806382973,5.994180230669683E-2]
[null,"1462.5",470,0,470,1.1762925,1.7590516,1.3071368548936182,5.9514920897007939E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7347106999999999,1.2867215834042558,5.90057888504745E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.7027142,1.2592165070212762,5.8446710408402151E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6649065000000001,1.2279277025531914,5.7738992250392494E-2]
[null,"1496.5",470,0,470,1.078436,1.6225902999999999,1.1944963104255324,5.6820543667253809E-2]
[null,"1505",470,0,470,1.0491938999999999,1.5784748,1.1608999776595741,5.5722317947603302E-2]
[null,"1913",470,0,470,1.6373757,2.1481306999999998,1.8203091076595748,7.8811671291435875E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.1559681999999998,1.8373219680851061,8.1162737936102666E-2]
[null,"1930",470,0,470,1.6550658,2.1557301999999998,1.839150954893616,8.1169251088186747E-2]
[null,"1938.5",470,0,470,1.6482393,2.1497771999999999,1.8291007829787236,7.9365552393451888E-2]
[null,"1947",470,0,470,1.6351035,2.1389368000000002,1.8115543227659572,7.6554238231340208E-2]
[null,"1955.5",470,0,470,1.6188452,2.1263702000000002,1.7896958957446814,7.3490899188124834E-2]
[null,"1964",470,0,470,1.5993453,2.1109357000000002,1.7647368455319146,7.0436746719633278E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0952324999999998,1.7375196076595747,6.7690409021106249E-2]
[null,"1981",470,0,470,1.5550659,2.0782440000000002,1.7087914951063841,6.5366089924703399E-2]
[null,"2491",470,0,470,1.6252377,2.0716627000000001,1.7685035672340417,5.8849198314854301E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",215,215,45.744680851063826]
[null,"","LOW",255,255,54.255319148936174]
[null,"Class","HIGH",215,215,45.744680851063826]
[null,"","LOW",255,255,54.255319148936174]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99101098678377597,0.88105052466788714,0.864409504528173,0.85134686525197889,0.84173442573600232,0.8357319384295735,0.83295279757693397,0.83305253438650373,0.83713733826641734,0.84504923664424569,0.85474330995453618,0.8644555500425255,0.8736567021273004,0.8818389232378443,0.2510370989363444,0.22150393534451746,0.21790551579231057,0.23370121316732334,0.26310811187960892,0.30209376724402576,0.34839135506294922,0.39978062353776639,0.45357678447684924,0.3933329234544255,5.6801527475922257E-2,-5.6801527475922396E-2,5.6801527475922257E-2,-5.6801527475922396E-2]
[null,"1165",0.99101098678377597,1,0.91223231831078677,0.89798126557253177,0.88735189152687599,0.8799234773741087,0.87566034442534346,0.87408301986033754,0.87497865000505792,0.87962924130594899,0.88787548742480826,0.89765320151089578,0.90730099222014282,0.91635289930264041,0.92435314218831854,0.30160315866871523,0.27257665682903393,0.26963655173752771,0.28623622566262791,0.3164807680721759,0.356215823857228,0.40313321398748625,0.45487128720003533,0.50878062319092832,0.44578366372484879,4.8443492842803422E-2,-4.8443492842803422E-2,4.8443492842803422E-2,-4.8443492842803422E-2]
[null,"1403",0.88105052466788714,0.91223231831078677,1,0.99884052853263106,0.99613947864744412,0.99278638150481413,0.98959648174248915,0.98717669525065133,0.985658800331495,0.98484600198648153,0.9843382681120989,0.98364743974934976,0.98235612705142872,0.98030519733194998,0.97759151303081526,0.57605086691492102,0.54636283947497133,0.54237645181431793,0.55796010059890833,0.58638714675932579,0.62311587232956245,0.66541616575600793,0.71026010542149653,0.75515205060003887,0.69912222739056873,0.11692923540125169,-0.11692923540125169,0.11692923540125169,-0.11692923540125169]
[null,"1411.5",0.864409504528173,0.89798126557253177,0.99884052853263106,1,0.99916376274297625,0.99719993713743404,0.99491464689746467,0.99297026628319263,0.99159190546168985,0.99053701576592768,0.98938325038178343,0.98778717473756328,0.98550614263006264,0.98244730011236725,0.97877996549521873,0.60441141805203646,0.57519363241389199,0.5714279558345472,0.58709165659797624,0.61537723955917345,0.65172628889997775,0.69338077191455028,0.73725759903225929,0.78086593500248458,0.72661352287973946,0.12035008349821993,-0.12035008349821998,0.12035008349821993,-0.12035008349821998]
[null,"1420",0.85134686525197889,0.88735189152687599,0.99613947864744412,0.99916376274297625,1,0.9994012228834509,0.99809747372265845,0.99674739376969046,0.99564859328423105,0.99457867046178106,0.99311523271459246,0.99100660736859747,0.98813831875327685,0.98447704530646385,0.98024356023712911,0.62646280338637694,0.5978778184718323,0.5944266889221036,0.61019385404778104,0.63835958351469535,0.6743587656119876,0.71543382392155819,0.75847447842337024,0.80099939362204309,0.74791643748800818,0.11938123884462892,-0.11938123884462896,0.11938123884462892,-0.11938123884462896]
[null,"1428.5",0.84173442573600232,0.8799234773741087,0.99278638150481413,0.99719993713743404,0.9994012228834509,1,0.99961885850959253,0.99887592242101586,0.99811976516071954,0.99718585245337943,0.9956639741307266,0.9933481617180645,0.99020845835682558,0.98625881043859809,0.98175241083116249,0.64144843785348882,0.61350062779843584,0.61039357252328763,0.62629644038115995,0.6544120651910903,0.69017210565085541,0.73083700175365196,0.77328541786019889,0.81504561566755629,0.76245315695305893,0.11546931756102041,-0.11546931756102037,0.11546931756102041,-0.11546931756102037]
[null,"1437",0.8357319384295735,0.87566034442534346,0.98959648174248915,0.99491464689746467,0.99809747372265845,0.99961885850959253,1,0.99979534481151711,0.99938411354584611,0.99867882752529957,0.99728586931667318,0.99500354556657,0.99184564606013392,0.98785789424412995,0.98330905751108433,0.64904943531144899,0.62161647721400226,0.61882899960282567,0.6349045936632618,0.66307435570310924,0.69876652557874452,0.73926648813478701,0.78144749897909371,0.82284435177647974,0.77012275929910512,0.11003642395955641,-0.11003642395955646,0.11003642395955641,-0.11003642395955646]
[null,"1445.5",0.83295279757693397,0.87408301986033754,0.98717669525065133,0.99297026628319263,0.99674739376969046,0.99887592242101586,0.99979534481151711,1,0.99987900006732977,0.99942223953575116,0.99825154988063658,0.99614309377418753,0.99312279854329522,0.9892534254927825,0.98480677073722489,0.65093414744492561,0.62384418476342984,0.62130676028835252,0.63755883390201118,0.66585088199613773,0.70160777459070089,0.74213842895901216,0.7843126929892198,0.8256693067416444,0.7724671479450641,0.10466196535616253,-0.10466196535616255,0.10466196535616253,-0.10466196535616255]
[null,"1454",0.83305253438650373,0.87497865000505792,0.985658800331495,0.99159190546168985,0.99564859328423105,0.99811976516071954,0.99938411354584611,0.99987900006732977,1,0.99980792965947063,0.99893557073793593,0.99711444417296724,0.99435878829592628,0.99073595716249163,0.98651135270334533,0.64836629853116112,0.62146387926272484,0.61911492509594024,0.63554885828528707,0.66402628961970356,0.69996793273709568,0.74070070987900771,0.7830929559910963,0.82468128167130872,0.77082250511388617,9.995846541524607E-2,-9.9958465415246042E-2,9.995846541524607E-2,-9.9958465415246042E-2]
[null,"1462.5",0.83713733826641734,0.87962924130594899,0.98484600198648153,0.99053701576592768,0.99457867046178106,0.99718585245337943,0.99867882752529957,0.99942223953575116,0.99980792965947063,1,0.99963516349358894,0.99835652431759192,0.99613070279349103,0.99301677863671156,0.98925964907245234,0.63933462406978558,0.61249184260615042,0.6103194331467805,0.62700356022471604,0.65580603155425388,0.69214465090953392,0.73336252146830538,0.77632909319137511,0.81857201588542139,0.7636547404293933,9.4428586870955691E-2,-9.4428586870955664E-2,9.4428586870955691E-2,-9.4428586870955664E-2]
[null,"1471",0.84504923664424569,0.88787548742480826,0.9843382681120989,0.98938325038178343,0.99311523271459246,0.9956639741307266,0.99728586931667318,0.99825154988063658,0.99893557073793593,0.99963516349358894,1,0.99953432347112303,0.99811869894337057,0.99579263537920537,0.99276452398508819,0.62333917861291444,0.5964409669037859,0.594438088778383,0.61143885318089486,0.64070401131572441,0.67764507455618328,0.71962577332865885,0.763520856956595,0.8068415346227813,0.75042763184373629,8.7373612749719928E-2,-8.7373612749719928E-2,8.7373612749719928E-2,-8.7373612749719928E-2]
[null,"1479.5",0.85474330995453618,0.89765320151089578,0.98364743974934976,0.98778717473756328,0.99100660736859747,0.9933481617180645,0.99500354556657,0.99614309377418753,0.99711444417296724,0.99835652431759192,0.99953432347112303,1,0.99952240134172599,0.99811550559278239,0.9959429182228442,0.60365241067672615,0.57663753033469123,0.57477752022092887,0.59208910261813885,0.62184128990739895,0.65943826027439856,0.70226706426913776,0.74721400581356101,0.79177252490733285,0.73371350428856308,7.9776250253776576E-2,-7.9776250253776576E-2,7.9776250253776576E-2,-7.9776250253776576E-2]
[null,"1488",0.8644555500425255,0.90730099222014282,0.98235612705142872,0.98550614263006264,0.98813831875327685,0.99020845835682558,0.99184564606013392,0.99312279854329522,0.99435878829592628,0.99613070279349103,0.99811869894337057,0.99952240134172599,1,0.99953331109507182,0.99823966412468057,0.5831234007783539,0.55599256877019831,0.55425443672379004,0.57183998586868579,0.60203490526584791,0.64024107559097254,0.68386952350367436,0.72982531375291604,0.77558539738665189,0.71601229128655131,7.2537286648032925E-2,-7.2537286648032939E-2,7.2537286648032925E-2,-7.2537286648032939E-2]
[null,"1496.5",0.8736567021273004,0.91635289930264041,0.98030519733194998,0.98244730011236725,0.98447704530646385,0.98625881043859809,0.98785789424412995,0.9892534254927825,0.99073595716249163,0.99301677863671156,0.99579263537920537,0.99811550559278239,0.99953331109507182,1,0.99958355039810931,0.56269411272508973,0.53547655896231605,0.53384779830110851,0.55166413582262619,0.58224021099624046,0.6209794983087723,0.66531864411776453,0.71218859692098502,0.75905146437534199,0.69815670372001071,6.5715208413002532E-2,-6.5715208413002518E-2,6.5715208413002532E-2,-6.5715208413002518E-2]
[null,"1505",0.8818389232378443,0.92435314218831854,0.97759151303081526,0.97877996549521873,0.98024356023712911,0.98175241083116249,0.98330905751108433,0.98480677073722489,0.98651135270334533,0.98925964907245234,0.99276452398508819,0.9959429182228442,0.99823966412468057,0.99958355039810931,1,0.54356713322878181,0.51630057316430178,0.51476792831161344,0.53276516157141263,0.56364443429080646,0.60281689830690344,0.64774366353655,0.69538553865640518,0.74319357198251434,0.68125610747250209,5.9639966347902806E-2,-5.9639966347902792E-2,5.9639966347902806E-2,-5.9639966347902792E-2]
[null,"1913",0.2510370989363444,0.30160315866871523,0.57605086691492102,0.60441141805203646,0.62646280338637694,0.64144843785348882,0.64904943531144899,0.65093414744492561,0.64836629853116112,0.63933462406978558,0.62333917861291444,0.60365241067672615,0.5831234007783539,0.56269411272508973,0.54356713322878181,1,0.99912327875927309,0.99866948247672771,0.999003474762995,0.99857601152733266,0.99574907247358979,0.9889202757336385,0.97702314858607964,0.95943298100537844,0.96994275240961225,0.20728063283895362,-0.20728063283895362,0.20728063283895362,-0.20728063283895362]
[null,"1921.5",0.22150393534451746,0.27257665682903393,0.54636283947497133,0.57519363241389199,0.5978778184718323,0.61350062779843584,0.62161647721400226,0.62384418476342984,0.62146387926272484,0.61249184260615042,0.5964409669037859,0.57663753033469123,0.55599256877019831,0.53547655896231605,0.51630057316430178,0.99912327875927309,1,0.99989373304148532,0.99950991483943796,0.99768375473930215,0.99297932536485822,0.98391499734838517,0.96957498888937566,0.94944640691295756,0.96181316547636042,0.20425019426597824,-0.20425019426597815,0.20425019426597824,-0.20425019426597815]
[null,"1930",0.21790551579231057,0.26963655173752771,0.54237645181431793,0.5714279558345472,0.5944266889221036,0.61039357252328763,0.61882899960282567,0.62130676028835252,0.61911492509594024,0.6103194331467805,0.594438088778383,0.57477752022092887,0.55425443672379004,0.53384779830110851,0.51476792831161344,0.99866948247672771,0.99989373304148532,1,0.99966651707343712,0.99780750334011681,0.99300728754225509,0.9838094219334762,0.96930991959513102,0.94900963778737957,0.96108629109265598,0.20094096897983421,-0.20094096897983421,0.20094096897983421,-0.20094096897983421]
[null,"1938.5",0.23370121316732334,0.28623622566262791,0.55796010059890833,0.58709165659797624,0.61019385404778104,0.62629644038115995,0.6349045936632618,0.63755883390201118,0.63554885828528707,0.62700356022471604,0.61143885318089486,0.59208910261813885,0.57183998586868579,0.55166413582262619,0.53276516157141263,0.999003474762995,0.99950991483943796,0.99966651707343712,1,0.99914634548273118,0.99560626044741618,0.98787280678149703,0.97494619765200796,0.95626418398018087,0.96652829596287759,0.19729501311589218,-0.19729501311589223,0.19729501311589218,-0.19729501311589223]
[null,"1947",0.26310811187960892,0.3164807680721759,0.58638714675932579,0.61537723955917345,0.63835958351469535,0.6544120651910903,0.66307435570310924,0.66585088199613773,0.66402628961970356,0.65580603155425388,0.64070401131572441,0.62184128990739895,0.60203490526584791,0.58224021099624046,0.56364443429080646,0.99857601152733266,0.99768375473930215,0.99780750334011681,0.99914634548273118,1,0.99860221054048015,0.99338279954430175,0.98318790742154605,0.96733502949589911,0.97464806759106948,0.19331511764467743,-0.19331511764467735,0.19331511764467743,-0.19331511764467735]
[null,"1955.5",0.30209376724402576,0.356215823857228,0.62311587232956245,0.65172628889997775,0.6743587656119876,0.69017210565085541,0.69876652557874452,0.70160777459070089,0.69996793273709568,0.69214465090953392,0.67764507455618328,0.65943826027439856,0.64024107559097254,0.6209794983087723,0.60281689830690344,0.99574907247358979,0.99297932536485822,0.99300728754225509,0.99560626044741618,0.99860221054048015,1,0.99804692722980759,0.99141699629794644,0.97928556455465721,0.9828747592183491,0.1893532399881043,-0.18935323998810424,0.1893532399881043,-0.18935323998810424]
[null,"1964",0.34839135506294922,0.40313321398748625,0.66541616575600793,0.69338077191455028,0.71543382392155819,0.73083700175365196,0.73926648813478701,0.74213842895901216,0.74070070987900771,0.73336252146830538,0.71962577332865885,0.70226706426913776,0.68386952350367436,0.66531864411776453,0.64774366353655,0.9889202757336385,0.98391499734838517,0.9838094219334762,0.98787280678149703,0.99338279954430175,0.99804692722980759,1,0.99762949671577006,0.98997121367382068,0.98898626175299542,0.18446839450826794,-0.18446839450826791,0.18446839450826794,-0.18446839450826791]
[null,"1972.5",0.39978062353776639,0.45487128720003533,0.71026010542149653,0.73725759903225929,0.75847447842337024,0.77328541786019889,0.78144749897909371,0.7843126929892198,0.7830929559910963,0.77632909319137511,0.763520856956595,0.74721400581356101,0.72982531375291604,0.71218859692098502,0.69538553865640518,0.97702314858607964,0.96957498888937566,0.96930991959513102,0.97494619765200796,0.98318790742154605,0.99141699629794644,0.99762949671577006,1,0.99733038347628444,0.99115955309600956,0.17830003604075031,-0.17830003604075026,0.17830003604075031,-0.17830003604075026]
[null,"1981",0.45357678447684924,0.50878062319092832,0.75515205060003887,0.78086593500248458,0.80099939362204309,0.81504561566755629,0.82284435177647974,0.8256693067416444,0.82468128167130872,0.81857201588542139,0.8068415346227813,0.79177252490733285,0.77558539738665189,0.75905146437534199,0.74319357198251434,0.95943298100537844,0.94944640691295756,0.94900963778737957,0.95626418398018087,0.96733502949589911,0.97928556455465721,0.98997121367382068,0.99733038347628444,1,0.98818631593815354,0.17077892252630258,-0.1707789225263025,0.17077892252630258,-0.1707789225263025]
[null,"2491",0.3933329234544255,0.44578366372484879,0.69912222739056873,0.72661352287973946,0.74791643748800818,0.76245315695305893,0.77012275929910512,0.7724671479450641,0.77082250511388617,0.7636547404293933,0.75042763184373629,0.73371350428856308,0.71601229128655131,0.69815670372001071,0.68125610747250209,0.96994275240961225,0.96181316547636042,0.96108629109265598,0.96652829596287759,0.97464806759106948,0.9828747592183491,0.98898626175299542,0.99115955309600956,0.98818631593815354,1,0.19076138430708448,-0.19076138430708445,0.19076138430708448,-0.19076138430708445]
[null,"Class-HIGH",5.6801527475922257E-2,4.8443492842803422E-2,0.11692923540125169,0.12035008349821993,0.11938123884462892,0.11546931756102041,0.11003642395955641,0.10466196535616253,9.995846541524607E-2,9.4428586870955691E-2,8.7373612749719928E-2,7.9776250253776576E-2,7.2537286648032925E-2,6.5715208413002532E-2,5.9639966347902806E-2,0.20728063283895362,0.20425019426597824,0.20094096897983421,0.19729501311589218,0.19331511764467743,0.1893532399881043,0.18446839450826794,0.17830003604075031,0.17077892252630258,0.19076138430708448,1,-1,1,-1]
[null,"Class-LOW",-5.6801527475922396E-2,-4.8443492842803422E-2,-0.11692923540125169,-0.12035008349821998,-0.11938123884462896,-0.11546931756102037,-0.11003642395955646,-0.10466196535616255,-9.9958465415246042E-2,-9.4428586870955664E-2,-8.7373612749719928E-2,-7.9776250253776576E-2,-7.2537286648032939E-2,-6.5715208413002518E-2,-5.9639966347902792E-2,-0.20728063283895362,-0.20425019426597815,-0.20094096897983421,-0.19729501311589223,-0.19331511764467735,-0.18935323998810424,-0.18446839450826791,-0.17830003604075026,-0.1707789225263025,-0.19076138430708445,-1,1,-1,1]
[null,"HIGH",5.6801527475922257E-2,4.8443492842803422E-2,0.11692923540125169,0.12035008349821993,0.11938123884462892,0.11546931756102041,0.11003642395955641,0.10466196535616253,9.995846541524607E-2,9.4428586870955691E-2,8.7373612749719928E-2,7.9776250253776576E-2,7.2537286648032925E-2,6.5715208413002532E-2,5.9639966347902806E-2,0.20728063283895362,0.20425019426597824,0.20094096897983421,0.19729501311589218,0.19331511764467743,0.1893532399881043,0.18446839450826794,0.17830003604075031,0.17077892252630258,0.19076138430708448,1,-1,1,-1]
[null,"LOW",-5.6801527475922396E-2,-4.8443492842803422E-2,-0.11692923540125169,-0.12035008349821998,-0.11938123884462896,-0.11546931756102037,-0.11003642395955646,-0.10466196535616255,-9.9958465415246042E-2,-9.4428586870955664E-2,-8.7373612749719928E-2,-7.9776250253776576E-2,-7.2537286648032939E-2,-6.5715208413002518E-2,-5.9639966347902792E-2,-0.20728063283895362,-0.20425019426597815,-0.20094096897983421,-0.19729501311589223,-0.19331511764467735,-0.18935323998810424,-0.18446839450826791,-0.17830003604075026,-0.1707789225263025,-0.19076138430708445,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.42295587220691577,0.94998854099275321,0.99984220330590434]
[null,"R²Y cum",0.42442795068365036,0.95052143221279839,0.99984425826502887]
[null,"R²X cum",0.553889324066137,0.83893669398003468,0.98961881545895136]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.48587671795358001,-0.5424591922456834,0.61560759572761758,5.6801527475924124E-2,5.6801527475923777E-2,5.6801527475924089E-2]
[null,"1165",0.52073488930177569,-0.57682153788724355,0.5832232703253476,4.844349284280345E-2,4.8443492842803332E-2,4.8443492842803408E-2]
[null,"1403",0.71798714917278794,-0.58984013424149251,0.35012984982536055,0.1169292354012527,0.11692923540125186,0.11692923540125252]
[null,"1411.5",0.73456637184018825,-0.59043977176353302,0.31756789722323991,0.12035008349822046,0.12035008349821995,0.12035008349822028]
[null,"1420",0.74544656005768706,-0.59356054117502466,0.29021969435724104,0.11938123884462952,0.11938123884462881,0.11938123884462906]
[null,"1428.5",0.75110985391091467,-0.59811638575809078,0.26969753143481762,0.11546931756102075,0.11546931756102007,0.11546931756102059]
[null,"1437",0.75227483769578751,-0.60315664368858035,0.25725234523389623,0.11003642395955705,0.11003642395955655,0.11003642395955694]
[null,"1445.5",0.75064097811760477,-0.60769740648998938,0.25188827132437058,0.10466196535616314,0.10466196535616254,0.10466196535616291]
[null,"1454",0.74725530955831199,-0.61152277804375565,0.25254657730447638,9.9958465415246597E-2,9.9958465415246014E-2,9.9958465415246431E-2]
[null,"1462.5",0.7405338645474816,-0.61590714487962317,0.26115087329285014,9.4428586870956205E-2,9.4428586870955664E-2,9.4428586870955927E-2]
[null,"1471",0.72973820033836523,-0.62114946882455813,0.27769146777627335,8.7373612749720123E-2,8.7373612749719776E-2,8.7373612749720109E-2]
[null,"1479.5",0.71666278513193116,-0.62625486566079314,0.29816007429038471,7.977625025377677E-2,7.9776250253776382E-2,7.9776250253776743E-2]
[null,"1488",0.70302165882155554,-0.6304860380968913,0.31915833680356753,7.2537286648033078E-2,7.2537286648032911E-2,7.2537286648033064E-2]
[null,"1496.5",0.68928323045108519,-0.63383232645313337,0.3395158535688958,6.5715208413002865E-2,6.5715208413002393E-2,6.5715208413002588E-2]
[null,"1505",0.67624634563783059,-0.6361927074522844,0.35803322879840233,5.9639966347902994E-2,5.9639966347902723E-2,5.9639966347902994E-2]
[null,"1913",0.81015115173569663,-0.28540660543064172,-0.50762942086252127,0.20728063283895543,0.20728063283895345,0.20728063283895423]
[null,"1921.5",0.79722085130984388,-0.26960522698277917,-0.5350884021166824,0.20425019426597926,0.20425019426597785,0.20425019426597885]
[null,"1930",0.79444970584381081,-0.27063223728371827,-0.53896111770012711,0.20094096897983532,0.20094096897983396,0.20094096897983457]
[null,"1938.5",0.79958066597988142,-0.28460668850315896,-0.52549277709825759,0.19729501311589254,0.19729501311589157,0.19729501311589215]
[null,"1947",0.80916539965078571,-0.3070310899848514,-0.49911221271341893,0.19331511764467807,0.19331511764467699,0.19331511764467776]
[null,"1955.5",0.82079464904561383,-0.33452471832101427,-0.4621492334762633,0.18935323998810535,0.18935323998810433,0.18935323998810522]
[null,"1964",0.83217016429213719,-0.36599980803204246,-0.41566488178660393,0.18446839450826849,0.18446839450826713,0.18446839450826777]
[null,"1972.5",0.84135977710853604,-0.39967675591809332,-0.3613225981090325,0.17830003604075095,0.1783000360407504,0.1783000360407509]
[null,"1981",0.8470316743421803,-0.43391158102874738,-0.30089585733304774,0.17077892252630325,0.17077892252630231,0.17077892252630297]
[null,"2491",0.84043277005840966,-0.38153125844772651,-0.3607113096046477,0.1907613843070855,0.19076138430708478,0.19076138430708486]
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[null,"Obs1069",3.8899892239556944,3.8944055779178104,9.4849296134073349]
[null,"Obs1079",-3.5629848758823544,-3.5670299776725241,-8.6875975268161572]
[null,"Obs1090",3.8899892239556944,3.8944055779178104,9.4849296134073349]
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[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.42295587220691599,0.91333165593675392,0.99684478922974873]
[null,"LOW",0.42295587220691599,0.94998854099275321,0.99984220330590434]
[null,"Class-HIGH",3.2869881385413597,0.14995430267549009,2.920063191265752,3.6539130858169675,2.472002364743239,0.17568752683920077,2.0421104885363932,2.9018942409500847,2.4136276180607523,0.17693100536352538,1.9806930596244841,2.8465621764970206]
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[null,"1479.5",0.26222358832146719,9.4056568262869206E-2,3.2075464959757188E-2,0.49237171168317717,0.78271389742892827,6.2453327259427115E-2,0.62989611625833752,0.93553167859951902,0.78251249283671476,5.9416745707240669E-2,0.63712495878844422,0.9279000268849853]
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[]
[]
[]
[]
[null,1403,9.5263466301844249E-2,-9.5263466301844235E-2]
[null,1462.5,-4.593643225971869E-2,4.5936432259718683E-2]
[null,1496.5,-0.10135274649896643,0.10135274649896643]
[null,1972.5,-2.5924499643482521E-2,2.5924499643482448E-2]
[]
[null,"F(LOW) = 0.461789575137315-0.382394481067616*961-0.12742547265301*1165-9.52634663018442E-02*1403-8.58050613073119E-02*1411.5-6.54245790779608E-02*1420-3.83195129124247E-02*1428.5-1.01632234680383E-02*1437+0.013511568778682*1445.5+3.07908151568635E-02*1454+4.59364322597187E-02*1462.5+6.14507959228028E-02*1471+7.62465355211985E-02*1479.5+8.92791687821948E-02*1488+0.101352746498966*1496.5+0.112237346957747*1505-4.42819771051652E-02*1913-0.031646838847888*1921.5-2.11125900350653E-02*1930-1.08231378966391E-02*1938.5-6.79451821077898E-04*1947+7.60045789489318E-03*1955.5+1.62367679659296E-02*1964+2.59244996434824E-02*1972.5+3.66029163565871E-02*1981-2.73197542521973E-02*2491-0.498321433672611*Class-HIGH+0.498321433672611*Class-LOW"]
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[null,"1972.5",0.17800410820521353,1.9291298940642018E-2,0.13080000188496169,0.22520821452546538]
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[null,"1955.5",-7.6004578948932503E-3,4.4546317486002844E-2,-0.11660136619324302,0.10140045040345652]
[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",523,0,523,1]
[null,"LOW",0,571,571,1]
[null,"Total",523,571,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999999112]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",215,0,215,1]
[null,"LOW",0,255,255,1]
[null,"Total",215,255,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661,483,2.9275362403191596,-0.69096867478135393,0.15020749139407213]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092,484,2.9401277940409627,-0.69280519564180754,0.14149544477373624]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662,485,2.9527193477627649,-0.69453187561219598,0.13276096473966234]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097,486,2.965310901484568,-0.69614844093581829,0.12400543610112492]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194,487,2.9779024552063711,-0.69765463531411454,0.11523024700455406]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009,488,2.9904940089281733,-0.69905021994730043,0.10643678871344975]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124,489,3.0030855626499764,-0.70033497357222863,9.7626455387801889E-2]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807,490,3.0156771163717795,-0.70150869249746806,8.8800643863056861E-2]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352,491,3.0282686700935817,-0.7025711906355987,7.9960753428654108E-2]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419,492,3.0408602238153848,-0.70352229953271461,7.1108185606173782E-2]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2,493,3.0534517775371879,-0.70436186839513193,6.2244343927136042E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2,494,3.0660433312589901,-0.7050897641132956,5.3370633710476109E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2,495,3.0786348849807932,-0.70570587128288442,4.4488461839735899E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2,496,3.0912264387025963,-0.70621009222310671,3.5599236540013283E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2,497,3.1038179924243985,-0.70660234699218771,2.6704367154692928E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2,498,3.1164095461462016,-0.70688257340004401,1.7805263921999916E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2,499,3.1290010998680047,-0.7070507270181432,8.9033377514170908E-3]
[500,3.1415926535898069,-1,-1.3644250659861079E-14,500,3.1415926535898069,-0.70710678118654802,-9.6479421657968007E-15]

{"sheet":"PLS-DA","index":115,"n_rows":7560,"n_cols":31,"rows_kept":2250,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":1000,"rows_last":250,"rows_between":1000,"halvings":1}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 12:39:20"]
[null,"Y / Dependent variables: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.xlsm / Sheet = Sheet1 / Range = Sheet1!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Method: PLS-DA"]
[null,"Algorithm: Fast"]
[null,"Stop conditions: Automatic"]
[null,"Cross-validation: Jackknife / Number of groups = 7"]
[null,"Variables: Center: Yes / Reduce: Yes"]
[null,"Confidence interval (%): 95"]
[null,"Validation: Random"]
[null,"Number of observations in the validation set: 470"]
[]
[null,"Please wait until the analysis is finished."]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",1094,0,1094,0.24093400000000001,0.4053486,0.28541265018281525,2.1531209196303802E-2]
[null,"1165",1094,0,1094,0.37279610000000002,0.58655199999999996,0.42689745667276097,2.7875972339856669E-2]
[null,"1403",1094,0,1094,0.98416879999999995,1.612036,1.1300394620658136,6.8773177806515415E-2]
[null,"1411.5",1094,0,1094,1.0620970999999999,1.6911579000000001,1.2082768638025574,6.8074516010128622E-2]
[null,"1420",1094,0,1094,1.1153899,1.7343687000000001,1.2590532127056673,6.6472613286300164E-2]
[null,"1428.5",1094,0,1094,1.1503897000000001,1.7580813,1.291078852193785,6.4982107521489904E-2]
[null,"1437",1094,0,1094,1.1711366999999999,1.7694460999999999,1.3093188229433264,6.3906479842585143E-2]
[null,"1445.5",1094,0,1094,1.1813072,1.7735467,1.3176494033820869,6.3262150999289571E-2]
[null,"1454",1094,0,1094,1.1833969,1.7714623,1.3181328579524692,6.2831585010363677E-2]
[null,"1462.5",1094,0,1094,1.1762925,1.7590516,1.3084940054844587,6.2356753229230795E-2]
[null,"1471",1094,0,1094,1.1590898999999999,1.7347106999999999,1.2881050936014617,6.179612484757549E-2]
[null,"1479.5",1094,0,1094,1.1351869000000001,1.7027142,1.2606274838208411,6.1164937829402903E-2]
[null,"1488",1094,0,1094,1.1077482999999999,1.6649065000000001,1.2293652665447907,6.03855207056243E-2]
[null,"1496.5",1094,0,1094,1.078436,1.6225902999999999,1.195951211700184,5.93746497298153E-2]
[null,"1505",1094,0,1094,1.0491938999999999,1.5784748,1.1623523478976243,5.8152360253499367E-2]
[null,"1913",1094,0,1094,1.6189625000000001,2.1481306999999998,1.8183331444241282,7.961977068089314E-2]
[null,"1921.5",1094,0,1094,1.6346734000000001,2.1559681999999998,1.8350706900365648,8.1770965810344071E-2]
[null,"1930",1094,0,1094,1.6372139000000001,2.1557301999999998,1.836853772394883,8.1737679652875261E-2]
[null,"1938.5",1094,0,1094,1.6299722000000001,2.1497771999999999,1.8269574093235845,7.9953744006349928E-2]
[null,"1947",1094,0,1094,1.6163076000000001,2.1389368000000002,1.8096526906764152,7.7231522241349146E-2]
[null,"1955.5",1094,0,1094,1.5989156,2.1263702000000002,1.7880993348263281,7.4316609461533331E-2]
[null,"1964",1094,0,1094,1.5788096,2.1109357000000002,1.7634663562157213,7.1461057612373313E-2]
[null,"1972.5",1094,0,1094,1.5564198,2.0952324999999998,1.7365737181901291,6.8939607670570682E-2]
[null,"1981",1094,0,1094,1.5321762999999999,2.0782440000000002,1.7082033020109681,6.6873621085233412E-2]
[null,"2491",1094,0,1094,1.6138323999999999,2.0716627000000001,1.7678853907678249,5.9982070742432614E-2]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",525,525,47.989031078610601]
[null,"","LOW",569,569,52.010968921389399]
[null,"Class","HIGH",525,525,47.989031078610601]
[null,"","LOW",569,569,52.010968921389399]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"961",470,0,470,0.2402184,0.44888640000000002,0.28426702914893615,2.1941746022561003E-2]
[null,"1165",470,0,470,0.36954720000000002,0.6634042,0.42558017723404251,2.8742352647409927E-2]
[null,"1403",470,0,470,0.98416879999999995,1.6085881,1.1249041714893611,6.7098821733287614E-2]
[null,"1411.5",470,0,470,1.0620970999999999,1.6659248,1.2030450582978716,6.6288314849447139E-2]
[null,"1420",470,0,470,1.1153899,1.6991563999999999,1.2539460000000004,6.4774965219839206E-2]
[null,"1428.5",470,0,470,1.1503897000000001,1.7191601999999999,1.286154718723405,6.3433201035781941E-2]
[null,"1437",470,0,470,1.1711366999999999,1.7306178999999999,1.3045689453191478,6.2501324296354008E-2]
[null,"1445.5",470,0,470,1.1813072,1.7363831999999999,1.3130422485106379,6.1978347689166546E-2]
[null,"1454",470,0,470,1.1833969,1.737195,1.3136349631914883,6.1647392611586645E-2]
[null,"1462.5",470,0,470,1.1762925,1.7317397999999999,1.3041154123404248,6.1288418287125543E-2]
[null,"1471",470,0,470,1.1590898999999999,1.7184261000000001,1.2838775740425525,6.0892659936419666E-2]
[null,"1479.5",470,0,470,1.1351869000000001,1.6993611,1.2565747961702134,6.045915893097787E-2]
[null,"1488",470,0,470,1.1077482999999999,1.6759485999999999,1.225501812340426,5.9914629765654884E-2]
[null,"1496.5",470,0,470,1.078436,1.6490628000000001,1.1922973900000005,5.9177416169634435E-2]
[null,"1505",470,0,470,1.0491938999999999,1.6198372999999999,1.1589096700000001,5.8222407511816329E-2]
[null,"1913",470,0,470,1.6373757,2.1057758,1.8158013738297873,8.0170191542266067E-2]
[null,"1921.5",470,0,470,1.6522578000000001,2.1175404000000002,1.8329253172340425,8.2291515919332286E-2]
[null,"1930",470,0,470,1.6550658,2.1198926,1.8348335608510642,8.2262446186094546E-2]
[null,"1938.5",470,0,470,1.6482393,2.1138697,1.8248125442553211,8.0523016345578069E-2]
[null,"1947",470,0,470,1.6351035,2.1001484000000001,1.8072611817021282,7.7779229078163092E-2]
[null,"1955.5",470,0,470,1.6188452,2.0851525999999998,1.7853938340425533,7.4839844353415411E-2]
[null,"1964",470,0,470,1.5993453,2.0674646000000001,1.7604448395744678,7.1927701742184547E-2]
[null,"1972.5",470,0,470,1.5780525000000001,2.0469279,1.7332033587234039,6.9259864666588997E-2]
[null,"1981",470,0,470,1.5550659,2.0260672999999998,1.7045332238297879,6.7024222239430234E-2]
[null,"2491",470,0,470,1.6252377,2.0119349999999998,1.7640175046808511,5.9900011957782252E-2]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",213,213,45.319148936170215]
[null,"","LOW",257,257,54.680851063829785]
[null,"Class","HIGH",213,213,45.319148936170215]
[null,"","LOW",257,257,54.680851063829785]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","961","1165","1403","1411.5","1420","1428.5","1437","1445.5","1454","1462.5","1471","1479.5","1488","1496.5","1505","1913","1921.5","1930","1938.5","1947","1955.5","1964","1972.5","1981","2491","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"961",1,0.99094318130695891,0.88377418312029044,0.86773566880731112,0.85489873173904374,0.84520530347129053,0.8389503952898949,0.83580887486556021,0.83548585061495506,0.83889464204965913,0.84595495205379989,0.85478176254121541,0.86371126030234802,0.87224729642001297,0.87989005576284296,0.26586850733178813,0.23622647320020818,0.23226904048113819,0.24749530380035523,0.27623315111726615,0.31473419316877516,0.36026332161516378,0.41109470350103827,0.46416766543938065,0.40620437333909515,7.271034727407788E-2,-7.2710347274078421E-2,7.271034727407788E-2,-7.2710347274078421E-2]
[null,"1165",0.99094318130695891,1,0.91516661250669817,0.90164592722211512,0.89136421012649525,0.88396603237548388,0.87953981099677592,0.87767792020122692,0.87820416935591261,0.88222472787726947,0.88966256061193327,0.89860431589520406,0.9074918716584347,0.91589370802645831,0.92335838389066938,0.31713186830913076,0.28796399863622335,0.28470109627626133,0.30079685152400215,0.33043268375599999,0.3697480315540711,0.41594516320001701,0.46718866631847483,0.5204268448293432,0.45996411852367702,6.1312718106181066E-2,-6.1312718106181212E-2,6.1312718106181066E-2,-6.1312718106181212E-2]
[null,"1403",0.88377418312029044,0.91516661250669817,1,0.99886672101856389,0.99615371260764318,0.99271331898796045,0.98939058834588733,0.98682940356133708,0.98518450705324234,0.98422161973468703,0.98357671799656687,0.98281942671896971,0.98155137629558553,0.97959530935992822,0.97704211887098547,0.57738960973083864,0.54733861655919247,0.54306449547744562,0.55833501422741949,0.58654877102864267,0.62325781902922328,0.66541612415672424,0.71044527982340122,0.75533955832808652,0.70044220667305779,0.13223533279545274,-0.13223533279545321,0.13223533279545274,-0.13223533279545321]
[null,"1411.5",0.86773566880731112,0.90164592722211512,0.99886672101856389,1,0.99914921006274504,0.99712180732395272,0.99473874668501061,0.99269209833387584,0.99122900030900518,0.99009180941798847,0.98889029047477484,0.98732692766238583,0.98516744953856339,0.98229836508264956,0.97888031933386122,0.60484677047824076,0.57526801660913407,0.57123343791403758,0.58659803538948818,0.61470166908814783,0.65107683482001422,0.69263755990010722,0.73675451470970632,0.78043013716108722,0.72723422571333718,0.13637977735312243,-0.13637977735312259,0.13637977735312243,-0.13637977735312259]
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[null,"1428.5",0.84520530347129053,0.88396603237548388,0.99271331898796045,0.99712180732395272,0.99937895926994347,1,0.99960283017864315,0.99882807650520966,0.99804635078268844,0.99710524660017952,0.9956274233723803,0.99343922089151482,0.99051149198261612,0.98683866117914454,0.98266330899809828,0.64197929089028971,0.61369939309406851,0.61035931972576385,0.62597058214201484,0.65392010909659126,0.68973625963641894,0.73031541610574902,0.77300761651090932,0.81485183066137035,0.7635112665053847,0.13158470300805059,-0.13158470300805106,0.13158470300805059,-0.13158470300805106]
[null,"1437",0.8389503952898949,0.87953981099677592,0.98939058834588733,0.99473874668501061,0.9980194354745322,0.99960283017864315,1,0.99978737307802901,0.99936655060289681,0.99866921744693604,0.99733604110501328,0.99519527327373214,0.99226118019990561,0.98856213747864874,0.9843560887216446,0.64994553049868542,0.62219628148268236,0.61918970869206591,0.63497056860901779,0.6629687266281592,0.69871475541021,0.7391113285544243,0.78151492372240261,0.82297718771514827,0.77167873053093439,0.12601430671620653,-0.12601430671620686,0.12601430671620653,-0.12601430671620686]
[null,"1445.5",0.83580887486556021,0.87767792020122692,0.98682940356133708,0.99269209833387584,0.99660518049726809,0.99882807650520966,0.99978737307802901,1,0.99987796648985472,0.99943394140228559,0.99832513476151596,0.99635751723521804,0.99355849931074369,0.98997586562878337,0.98587081078702188,0.6522394778419609,0.62484715590349382,0.62210062700225766,0.63805288363805801,0.66616427082591245,0.70196739237584327,0.74237317908209211,0.78474572877911308,0.82614316550829503,0.77452161576483247,0.12055787285652386,-0.12055787285652432,0.12055787285652386,-0.12055787285652432]
[null,"1454",0.83548585061495506,0.87820416935591261,0.98518450705324234,0.99122900030900518,0.9954557056264306,0.99804635078268844,0.99936655060289681,0.99987796648985472,1,0.99981643996756608,0.9989962350081546,0.99730238976727514,0.99475293546746846,0.99140257095952067,0.98750650344983115,0.6501363354315709,0.62294386574241956,0.62039245762730522,0.63652051534394172,0.66480432089275754,0.70077949238685988,0.7413621665625314,0.78392509294028212,0.82552440910116021,0.77338786116192482,0.11587448112251711,-0.11587448112251737,0.11587448112251711,-0.11587448112251737]
[null,"1462.5",0.83889464204965913,0.88222472787726947,0.98422161973468703,0.99009180941798847,0.99434955167155914,0.99710524660017952,0.99866921744693604,0.99943394140228559,0.99981643996756608,1,0.99965835771928169,0.99847068998996769,0.99641245178351812,0.99353349906600064,0.99006908691628159,0.64179122005118017,0.61467063355791418,0.61230154327411668,0.62867332228153039,0.6572648180158166,0.69361915969092269,0.73465518597365598,0.77775679614342497,0.81997004275217911,0.76693566048824491,0.11046132088711134,-0.11046132088711173,0.11046132088711134,-0.11046132088711173]
[null,"1471",0.84595495205379989,0.88966256061193327,0.98357671799656687,0.98889029047477484,0.99289604790024333,0.9956274233723803,0.99733604110501328,0.99832513476151596,0.9989962350081546,0.99965835771928169,1,0.99956857704027102,0.99826133264850681,0.99611288184924496,0.99332279857676209,0.62679929403755219,0.59964074536897771,0.59744696217548865,0.61412494372233417,0.64315347314771854,0.68008251647429918,0.72183580452633489,0.76581617040963512,0.80904986919757438,0.75472013689057815,0.10343954832988891,-0.10343954832988925,0.10343954832988891,-0.10343954832988925]
[null,"1479.5",0.85478176254121541,0.89860431589520406,0.98281942671896971,0.98732692766238583,0.9908811639297983,0.99343922089151482,0.99519527327373214,0.99635751723521804,0.99730238976727514,0.99847068998996769,0.99956857704027102,1,0.99955950416315742,0.99826073795523951,0.99625970686195364,0.60826503208915528,0.5810056894486334,0.57895880382861542,0.59593897371958948,0.62542910046072919,0.66298589264521379,0.70554135788786865,0.75052317191890539,0.79493611535268882,0.7391614046110454,9.5762384600245373E-2,-9.5762384600245512E-2,9.5762384600245373E-2,-9.5762384600245512E-2]
[null,"1488",0.86371126030234802,0.9074918716584347,0.98155137629558553,0.98516744953856339,0.98819338550405067,0.99051149198261612,0.99226118019990561,0.99355849931074369,0.99475293546746846,0.99641245178351812,0.99826133264850681,0.99955950416315742,1,0.9995688552667843,0.99837715430046714,0.58892834552008944,0.56156669146238669,0.55964479463944383,0.57689181150727786,0.60680120829244211,0.64494045914460474,0.68825353933195543,0.73419684477303837,0.7797566380268981,0.72265368300763511,8.8390555207742555E-2,-8.8390555207742735E-2,8.8390555207742555E-2,-8.8390555207742735E-2]
[null,"1496.5",0.87224729642001297,0.91589370802645831,0.97959530935992822,0.98229836508264956,0.98477864983817465,0.98683866117914454,0.98856213747864874,0.98997586562878337,0.99140257095952067,0.99353349906600064,0.99611288184924496,0.99826073795523951,0.9995688552667843,1,0.99961686325067212,0.56969775531635369,0.54226272476568571,0.54045366247250903,0.55792611296042982,0.58819515510446052,0.62684341303489699,0.6708290901607904,0.71764300621546362,0.76425635596159935,0.70600769822224674,8.1298591841501913E-2,-8.1298591841502177E-2,8.1298591841501913E-2,-8.1298591841502177E-2]
[null,"1505",0.87989005576284296,0.92335838389066938,0.97704211887098547,0.97888031933386122,0.9808475902434215,0.98266330899809828,0.9843560887216446,0.98587081078702188,0.98750650344983115,0.99006908691628159,0.99332279857676209,0.99625970686195364,0.99837715430046714,0.99961686325067212,1,0.55175299846069581,0.52428166332270254,0.52257207546988749,0.54022209962676193,0.57077594455303449,0.60983661570217451,0.65437640239826533,0.70192282976929377,0.74943715883745032,0.69029413572574372,7.4906507554313453E-2,-7.4906507554313564E-2,7.4906507554313453E-2,-7.4906507554313564E-2]
[null,"1913",0.26586850733178813,0.31713186830913076,0.57738960973083864,0.60484677047824076,0.62677774678657538,0.64197929089028971,0.64994553049868542,0.6522394778419609,0.6501363354315709,0.64179122005118017,0.62679929403755219,0.60826503208915528,0.58892834552008944,0.56969775531635369,0.55175299846069581,1,0.99911568014152841,0.99864687736044022,0.99898433385121443,0.99860254202248788,0.9958141296207268,0.98908847473623374,0.97722058492185537,0.95967031831478455,0.96981449819949317,0.20273124311820043,-0.20273124311820087,0.20273124311820043,-0.20273124311820087]
[null,"1921.5",0.23622647320020818,0.28796399863622335,0.54733861655919247,0.57526801660913407,0.59784489998106916,0.61369939309406851,0.62219628148268236,0.62484715590349382,0.62294386574241956,0.61467063355791418,0.59964074536897771,0.5810056894486334,0.56156669146238669,0.54226272476568571,0.52428166332270254,0.99911568014152841,1,0.99988934633579307,0.99951670638350232,0.99773069221980903,0.99305025287894166,0.98407463326662736,0.96972923654314569,0.94961358386172434,0.96170753334805903,0.19825943659162459,-0.19825943659162526,0.19825943659162459,-0.19825943659162526]
[null,"1930",0.23226904048113819,0.28470109627626133,0.54306449547744562,0.57123343791403758,0.59414383372794632,0.61035931972576385,0.61918970869206591,0.62210062700225766,0.62039245762730522,0.61230154327411668,0.59744696217548865,0.57895880382861542,0.55964479463944383,0.54045366247250903,0.52257207546988749,0.99864687736044022,0.99988934633579307,1,0.99967761134552136,0.99785254943496959,0.9930707685609832,0.9839490879894669,0.96942984753846984,0.94912731770865222,0.96104029577765304,0.19454631747188519,-0.19454631747188633,0.19454631747188519,-0.19454631747188633]
[null,"1938.5",0.24749530380035523,0.30079685152400215,0.55833501422741949,0.58659803538948818,0.60961797475144985,0.62597058214201484,0.63497056860901779,0.63805288363805801,0.63652051534394172,0.62867332228153039,0.61412494372233417,0.59593897371958948,0.57689181150727786,0.55792611296042982,0.54022209962676193,0.99898433385121443,0.99951670638350232,0.99967761134552136,1,0.99915570928305597,0.99561600013370122,0.9879258851843381,0.97495702612523227,0.95624588064207416,0.96648454354106494,0.19217836424597418,-0.1921783642459747,0.19217836424597418,-0.1921783642459747]
[null,"1947",0.27623315111726615,0.33043268375599999,0.58654877102864267,0.61470166908814783,0.63761488060225069,0.65392010909659126,0.6629687266281592,0.66616427082591245,0.66480432089275754,0.6572648180158166,0.64315347314771854,0.62542910046072919,0.60680120829244211,0.58819515510446052,0.57077594455303449,0.99860254202248788,0.99773069221980903,0.99785254943496959,0.99915570928305597,1,0.9985963111060886,0.99339626292703098,0.98315495347501347,0.96726073035514504,0.97469869978349466,0.18989796799334366,-0.18989796799334419,0.18989796799334366,-0.18989796799334419]
[null,"1955.5",0.31473419316877516,0.3697480315540711,0.62325781902922328,0.65107683482001422,0.67366215743053426,0.68973625963641894,0.69871475541021,0.70196739237584327,0.70077949238685988,0.69361915969092269,0.68008251647429918,0.66298589264521379,0.64494045914460474,0.62684341303489699,0.60983661570217451,0.9958141296207268,0.99305025287894166,0.9930707685609832,0.99561600013370122,0.9985963111060886,1,0.9980608527443936,0.991406411339536,0.9792460304538001,0.9831184039745714,0.18790711772442945,-0.18790711772442978,0.18790711772442945,-0.18790711772442978]
[null,"1964",0.36026332161516378,0.41594516320001701,0.66541612415672424,0.69263755990010722,0.71465677893325608,0.73031541610574902,0.7391113285544243,0.74237317908209211,0.7413621665625314,0.73465518597365598,0.72183580452633489,0.70554135788786865,0.68825353933195543,0.6708290901607904,0.65437640239826533,0.98908847473623374,0.98407463326662736,0.9839490879894669,0.9879258851843381,0.99339626292703098,0.9980608527443936,1,0.99760838215233738,0.98991070613334631,0.9894171165165081,0.18545992948764453,-0.18545992948764481,0.18545992948764453,-0.18545992948764481]
[null,"1972.5",0.41109470350103827,0.46718866631847483,0.71044527982340122,0.73675451470970632,0.75795010235756233,0.77300761651090932,0.78151492372240261,0.78474572877911308,0.78392509294028212,0.77775679614342497,0.76581617040963512,0.75052317191890539,0.73419684477303837,0.71764300621546362,0.70192282976929377,0.97722058492185537,0.96972923654314569,0.96942984753846984,0.97495702612523227,0.98315495347501347,0.991406411339536,0.99760838215233738,1,0.99732143203814894,0.99178083560092378,0.18183789825873728,-0.1818378982587377,0.18183789825873728,-0.1818378982587377]
[null,"1981",0.46416766543938065,0.5204268448293432,0.75533955832808652,0.78043013716108722,0.8005627823260083,0.81485183066137035,0.82297718771514827,0.82614316550829503,0.82552440910116021,0.81997004275217911,0.80904986919757438,0.79493611535268882,0.7797566380268981,0.76425635596159935,0.74943715883745032,0.95967031831478455,0.94961358386172434,0.94912731770865222,0.95624588064207416,0.96726073035514504,0.9792460304538001,0.98991070613334631,0.99732143203814894,1,0.98898702444226183,0.17670317882525269,-0.17670317882525333,0.17670317882525269,-0.17670317882525333]
[null,"2491",0.40620437333909515,0.45996411852367702,0.70044220667305779,0.72723422571333718,0.7485973144200776,0.7635112665053847,0.77167873053093439,0.77452161576483247,0.77338786116192482,0.76693566048824491,0.75472013689057815,0.7391614046110454,0.72265368300763511,0.70600769822224674,0.69029413572574372,0.96981449819949317,0.96170753334805903,0.96104029577765304,0.96648454354106494,0.97469869978349466,0.9831184039745714,0.9894171165165081,0.99178083560092378,0.98898702444226183,1,0.19117377622758602,-0.19117377622758644,0.19117377622758602,-0.19117377622758644]
[null,"Class-HIGH",7.271034727407788E-2,6.1312718106181066E-2,0.13223533279545274,0.13637977735312243,0.13559380110330915,0.13158470300805059,0.12601430671620653,0.12055787285652386,0.11587448112251711,0.11046132088711134,0.10343954832988891,9.5762384600245373E-2,8.8390555207742555E-2,8.1298591841501913E-2,7.4906507554313453E-2,0.20273124311820043,0.19825943659162459,0.19454631747188519,0.19217836424597418,0.18989796799334366,0.18790711772442945,0.18545992948764453,0.18183789825873728,0.17670317882525269,0.19117377622758602,1,-0.99999999999999545,1,-0.99999999999999545]
[null,"Class-LOW",-7.2710347274078421E-2,-6.1312718106181212E-2,-0.13223533279545321,-0.13637977735312259,-0.13559380110330954,-0.13158470300805106,-0.12601430671620686,-0.12055787285652432,-0.11587448112251737,-0.11046132088711173,-0.10343954832988925,-9.5762384600245512E-2,-8.8390555207742735E-2,-8.1298591841502177E-2,-7.4906507554313564E-2,-0.20273124311820087,-0.19825943659162526,-0.19454631747188633,-0.1921783642459747,-0.18989796799334419,-0.18790711772442978,-0.18545992948764481,-0.1818378982587377,-0.17670317882525333,-0.19117377622758644,-0.99999999999999545,1,-0.99999999999999545,1]
[null,"HIGH",7.271034727407788E-2,6.1312718106181066E-2,0.13223533279545274,0.13637977735312243,0.13559380110330915,0.13158470300805059,0.12601430671620653,0.12055787285652386,0.11587448112251711,0.11046132088711134,0.10343954832988891,9.5762384600245373E-2,8.8390555207742555E-2,8.1298591841501913E-2,7.4906507554313453E-2,0.20273124311820043,0.19825943659162459,0.19454631747188519,0.19217836424597418,0.18989796799334366,0.18790711772442945,0.18545992948764453,0.18183789825873728,0.17670317882525269,0.19117377622758602,1,-0.99999999999999545,1,-0.99999999999999545]
[null,"LOW",-7.2710347274078421E-2,-6.1312718106181212E-2,-0.13223533279545321,-0.13637977735312259,-0.13559380110330954,-0.13158470300805106,-0.12601430671620686,-0.12055787285652432,-0.11587448112251737,-0.11046132088711173,-0.10343954832988925,-9.5762384600245512E-2,-8.8390555207742735E-2,-8.1298591841502177E-2,-7.4906507554313564E-2,-0.20273124311820087,-0.19825943659162526,-0.19454631747188633,-0.1921783642459747,-0.18989796799334419,-0.18790711772442978,-0.18545992948764481,-0.1818378982587377,-0.17670317882525333,-0.19117377622758644,-0.99999999999999545,1,-0.99999999999999545,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2","Comp3"]
[null,"Q² cum",0.39990704110961184,0.9623234927997254,0.99987237018823005]
[null,"R²Y cum",0.40186556648032462,0.9625350977946856,0.99987318948134074]
[null,"R²X cum",0.57918602075411418,0.83677988125365987,0.98921752367098348]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","t2","t3","u~1","u~2","u~3"]
[null,"961",0.5309132106421498,-0.5053425609060066,0.6056108669929896,7.2710347274079629E-2,7.2710347274078976E-2,7.2710347274079823E-2]
[null,"1165",0.56529505419662995,-0.54223771734114834,0.57186915586487386,6.1312718106180823E-2,6.1312718106180115E-2,6.13127181061809E-2]
[null,"1403",0.75114471529363125,-0.5479958569564527,0.34799896951003378,0.13223533279545222,0.13223533279545083,0.13223533279545224]
[null,"1411.5",0.76703923352119663,-0.54812106224186707,0.31643206261410722,0.13637977735312204,0.13637977735312043,0.13637977735312226]
[null,"1420",0.77752644789686975,-0.55138671968836639,0.28920091005534149,0.13559380110330832,0.13559380110330702,0.13559380110330868]
[null,"1428.5",0.7829840029659858,-0.55634659417557841,0.26841225591880735,0.13158470300805006,0.13158470300804881,0.13158470300805042]
[null,"1437",0.78416215862104477,-0.56178338399877648,0.25558976738116113,0.12601430671620606,0.12601430671620484,0.12601430671620609]
[null,"1445.5",0.78271252494461574,-0.56659783528006702,0.24983549571601751,0.12055787285652346,0.12055787285652218,0.12055787285652368]
[null,"1454",0.77968694526826932,-0.57053519040333156,0.25007887207253726,0.11587448112251648,0.1158744811225154,0.11587448112251671]
[null,"1462.5",0.77366616667250288,-0.57490659405426969,0.25808942512896094,0.11046132088711111,0.11046132088711005,0.11046132088711136]
[null,"1471",0.76389368329839802,-0.58022476208107809,0.27378437620200996,0.10343954832988865,0.1034395483298874,0.10343954832988868]
[null,"1479.5",0.75196696227711834,-0.58555011375931232,0.29331347303470029,9.5762384600245026E-2,9.576238460024418E-2,9.5762384600245234E-2]
[null,"1488",0.73948146786767222,-0.59010300183311037,0.31337879443803413,8.839055520774218E-2,8.8390555207741306E-2,8.8390555207742458E-2]
[null,"1496.5",0.72681912506788104,-0.59394473868561792,0.33280439343048618,8.1298591841501608E-2,8.1298591841500789E-2,8.1298591841501705E-2]
[null,"1505",0.71477664894916193,-0.59688668977628268,0.35041134571832938,7.4906507554312926E-2,7.490650755431226E-2,7.4906507554313273E-2]
[null,"1913",0.80460355411036588,-0.27483383272735484,-0.5219276333296019,0.20273124311819971,0.20273124311819765,0.20273124311819971]
[null,"1921.5",0.789726442255964,-0.2610041517816552,-0.55014844919185169,0.19825943659162429,0.19825943659162248,0.19825943659162454]
[null,"1930",0.78662122972023285,-0.26241491471997885,-0.55426550429222687,0.19454631747188467,0.19454631747188272,0.19454631747188483]
[null,"1938.5",0.79301236644885631,-0.27473479436895787,-0.54047554800950481,0.19217836424597384,0.19217836424597193,0.19217836424597468]
[null,"1947",0.80468663935074514,-0.29482697168766359,-0.51353368914684394,0.18989796799334299,0.18989796799334097,0.18989796799334327]
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[]
[]
[]
[null,"Q² quality index:"]
[null,"HIGH",0.39990704110961139,0.93721554862109879,0.99661248291696569]
[null,"LOW",0.39990704110961162,0.9623234927997254,0.99987237018823005]
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[]
[]
[]
[]
[null,1403,9.6717620143364644E-2,-9.6717620143364616E-2]
[null,1462.5,-3.9176306447919029E-2,3.9176306447919071E-2]
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[]
[null,"F(LOW) = 0.453770966883992-0.333064612491185*961-5.74931034081463E-02*1165-9.67176201433646E-02*1403-9.23276172102021E-02*1411.5-7.41855254623172E-02*1420-0.04755189373274*1428.5-1.90354079829567E-02*1437+5.26430693794224E-03*1445.5+2.31332513150841E-02*1454+3.91763064479191E-02*1462.5+5.67672821884588E-02*1471+7.45284143296208E-02*1479.5+9.08571707947517E-02*1488+0.106865162001194*1496.5+0.121851998416616*1505-3.83734829947027E-02*1913-2.34225221375509E-02*1921.5-1.17630338979618E-02*1930-4.04969193959121E-03*1938.5+3.18825129479064E-03*1947+8.25800608524743E-03*1955.5+1.25362509256258E-02*1964+1.76538508530307E-02*1972.5+2.45236244002015E-02*1981-2.48114883755958E-02*2491-0.498466903205694*Class-HIGH+0.498466903205692*Class-LOW"]
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[null,"1972.5",0.18156385669657593,1.5068665169817717E-2,0.14469216262512014,0.21843555076803173]
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[null,"Standardized coefficients (Variable Class):"]
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[]
[]
[]
[null,"Prior and posterior classification and scores (Variable Class):"]
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[null,"The predictions and residuals corresponding to the observations of the validation set are displayed in the second part of the table"]
[]
[]
[null,"Confusion matrix for the training sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",525,0,525,1]
[null,"LOW",0,569,569,1]
[null,"Total",525,569,1094,1]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99999999999997313]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",213,0,213,1]
[null,"LOW",0,257,257,1]
[null,"Total",213,257,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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