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[84,"B4_R25_R1",6,"HIGH",-8.6312714285714503E-3,-5.3840142857143102E-3,-2.39522428571428E-2,-2.5089357142857101E-2,-2.0035928571428701E-2,-1.53131142857142E-2,-1.19461999999999E-2,-1.03931285714286E-2,-1.0755657142857099E-2,-1.04733714285715E-2,-7.8557857142857491E-3,-4.4894285714286398E-3,-1.9656571428571198E-3,-6.5800000000004703E-5,1.46072857142854E-3,-3.4992371428571499E-2,-2.5217199999999901E-2,-1.8872857142857202E-2,-1.22769857142858E-2,-7.3305714285714103E-3,-4.6221285714285196E-3,-2.66201428571422E-3,-1.0651714285714901E-3,1.01157142857133E-4,-4.0770428571428301E-3]
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[651,"Ngetta_29_2",7,"HIGH",-8.7463714285714294E-3,-5.2966857142856798E-3,-2.95841285714286E-2,-2.8591557142857101E-2,-2.07325142857143E-2,-1.41592571428573E-2,-1.01095714285714E-2,-8.8276428571427701E-3,-9.7570857142856796E-3,-9.7713428571428694E-3,-7.2617999999999797E-3,-4.0772714285714504E-3,-1.7361999999999701E-3,6.2700000000026596E-5,1.5021000000000099E-3,-1.9901828571428401E-2,-1.22710857142856E-2,-9.0312428571429609E-3,-6.1555000000000897E-3,-4.1894999999999597E-3,-3.1764714285713001E-3,-2.7166285714286301E-3,-1.94394285714289E-3,-1.2302000000000101E-3,-6.3496285714285698E-3]
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[655,"Ngetta_14_1",6,"HIGH",-9.3759571428571505E-3,-5.52127142857144E-3,-3.0186585714285698E-2,-2.94904142857144E-2,-2.1731114285714399E-2,-1.5154428571428499E-2,-1.09852285714285E-2,-9.5587428571428708E-3,-1.0554971428571499E-2,-1.05705E-2,-7.7745857142856303E-3,-4.3364714285714099E-3,-1.9123142857143101E-3,6.0114285714230101E-5,1.71088571428574E-3,-3.06385714285714E-2,-2.0784414285714401E-2,-1.55621714285714E-2,-1.00838285714285E-2,-5.7388428571428802E-3,-3.5934142857143598E-3,-3.2117999999999899E-3,-2.0853428571427899E-3,-2.88257142857129E-4,-4.6859857142856898E-3]
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[658,"Ngetta_49_2",6,"HIGH",-1.0189142857142799E-2,-5.9249428571428696E-3,-3.25991285714285E-2,-2.9887400000000001E-2,-2.0752571428571401E-2,-1.3747457142857199E-2,-9.5955714285714307E-3,-8.4136285714285202E-3,-9.4644999999999903E-3,-9.6925571428572201E-3,-7.4406571428571296E-3,-4.5377857142856999E-3,-2.2471142857142801E-3,-3.5590000000001998E-4,1.1382142857143101E-3,-1.94753999999999E-2,-1.27274000000001E-2,-9.7473999999999599E-3,-6.3113714285714098E-3,-3.5102142857143001E-3,-2.5040714285714501E-3,-2.5020857142856699E-3,-1.6804428571428099E-3,-8.6117142857139505E-4,-5.3988428571428698E-3]
[659,"Ngetta_40_1",8,"HIGH",-1.1681342857142899E-2,-6.5847285714286099E-3,-3.6236342857142799E-2,-3.1017385714285799E-2,-2.0091671428571399E-2,-1.24382857142857E-2,-8.5314857142856897E-3,-7.7860285714286296E-3,-9.0531285714285908E-3,-9.3288285714285806E-3,-7.2361857142856896E-3,-4.6708285714285296E-3,-2.7623857142856601E-3,-1.02224285714286E-3,4.9917142857131003E-4,-1.27899285714286E-2,-7.9071857142857197E-3,-6.1286000000000396E-3,-4.0409714285713997E-3,-3.0256000000000701E-3,-2.2906285714285901E-3,-1.6147714285713599E-3,-1.16650000000007E-3,-1.1762714285715201E-3,-3.2292714285714298E-3]
[662,"Ngetta_12_1",5,"LOW",-8.2122714285714493E-3,-5.2479714285714203E-3,-2.7598399999999999E-2,-2.71519428571428E-2,-2.00024428571428E-2,-1.38231428571429E-2,-9.8650142857143498E-3,-8.4745285714286599E-3,-9.1796571428571193E-3,-9.1906285714284906E-3,-6.8456285714285602E-3,-3.90760000000007E-3,-1.8101857142857601E-3,-1.06642857142902E-4,1.35750000000001E-3,-2.0934628571428599E-2,-1.31531428571429E-2,-9.5459857142856704E-3,-6.38220000000006E-3,-4.1491714285714102E-3,-3.1415999999999701E-3,-2.5495428571428698E-3,-1.8517571428571199E-3,-8.2228571428571995E-4,-4.7478571428572498E-3]
[663,"Ngetta_59_1",5,"LOW",-9.0252571428571394E-3,-5.5311999999999896E-3,-3.0356814285714399E-2,-3.02695142857142E-2,-2.2713214285714201E-2,-1.6075800000000001E-2,-1.16460142857144E-2,-9.9999142857142807E-3,-1.09348857142856E-2,-1.10268E-2,-8.1063142857143999E-3,-4.4898999999999903E-3,-1.89111428571431E-3,8.0157142857195703E-5,1.73601428571429E-3,-3.18405571428571E-2,-2.1274399999999902E-2,-1.5253328571428601E-2,-1.0453814285714499E-2,-6.2539571428570397E-3,-4.1770428571427098E-3,-2.9308714285714E-3,-2.0391285714287401E-3,-3.4515714285721099E-4,-1.85408571428558E-3]
[666,"Ngetta_75_1",5,"LOW",-8.1402714285714103E-3,-5.0697571428571396E-3,-2.7368385714285699E-2,-2.83253142857143E-2,-2.1891399999999998E-2,-1.5780571428571401E-2,-1.15679714285714E-2,-1.0105142857142899E-2,-1.0901028571428601E-2,-1.0691685714285601E-2,-7.7333428571428903E-3,-4.15947142857148E-3,-1.55507142857142E-3,4.05085714285713E-4,1.87418571428571E-3,-3.6641657142857199E-2,-2.4791685714285701E-2,-1.8127799999999899E-2,-1.23971142857142E-2,-7.8868142857143608E-3,-4.0607571428572502E-3,-2.45092857142859E-3,-1.55011428571417E-3,1.0091428571429299E-4,-2.82264285714284E-3]
[667,"Ngetta_75_2",6,"HIGH",-8.4167428571428598E-3,-5.1435999999999999E-3,-2.6488671428571399E-2,-2.7088728571428598E-2,-2.08767142857142E-2,-1.51572857142857E-2,-1.12730571428572E-2,-9.8772285714286406E-3,-1.05379428571429E-2,-1.02861428571429E-2,-7.5213428571429004E-3,-4.0967571428570703E-3,-1.5812857142856701E-3,3.07328571428511E-4,1.75152857142852E-3,-3.5284371428571402E-2,-2.4760214285714399E-2,-1.8937057142857101E-2,-1.2376728571428601E-2,-7.3281857142857296E-3,-3.9180000000000898E-3,-2.2425857142857101E-3,-9.0152857142855602E-4,2.1661428571428899E-4,-4.6293714285714502E-3]
[670,"Ngetta_93_1",6,"HIGH",-7.5439571428571502E-3,-5.0176142857142596E-3,-2.5668885714285699E-2,-2.7083242857142899E-2,-2.11927285714286E-2,-1.5322942857142899E-2,-1.12091428571428E-2,-9.6206428571428103E-3,-1.01946E-2,-1.00145142857144E-2,-7.3904285714285799E-3,-4.0830571428571204E-3,-1.5980285714285399E-3,3.4211428571423501E-4,1.82354285714287E-3,-3.0559185714285599E-2,-2.04761142857144E-2,-1.50551428571428E-2,-1.0108842857143099E-2,-6.4866714285714E-3,-3.88728571428565E-3,-2.5665999999999198E-3,-1.43388571428571E-3,-3.7888571428568201E-4,-4.3361714285714602E-3]
[671,"Ngetta_93_2",8,"HIGH",-7.4249000000000103E-3,-5.02287142857143E-3,-2.5891942857142799E-2,-2.7225942857142801E-2,-2.12500285714286E-2,-1.54619714285714E-2,-1.1259742857142801E-2,-9.6054142857143199E-3,-1.0114628571428599E-2,-9.9827571428571793E-3,-7.3969000000000404E-3,-4.1432285714286298E-3,-1.67539999999994E-3,2.8860000000002799E-4,1.7878571428571199E-3,-2.8844414285714399E-2,-1.9153185714285901E-2,-1.4180614285714301E-2,-9.51785714285713E-3,-6.0699142857142396E-3,-3.88397142857144E-3,-2.7705428571429E-3,-1.69471428571433E-3,-5.7948571428567696E-4,-5.7176857142856603E-3]
[673,"Ngetta_62_2",4,"LOW",-8.9154142857142803E-3,-5.3909857142857096E-3,-2.9172914285714301E-2,-2.7747842857142799E-2,-1.9982485714285601E-2,-1.36970714285714E-2,-9.7643714285715107E-3,-8.5300000000000393E-3,-9.4439571428571196E-3,-9.5127714285713205E-3,-7.0720714285714701E-3,-4.0476571428571502E-3,-1.8387714285714701E-3,-2.23342857142816E-4,1.12907142857144E-3,-1.9701714285714201E-2,-1.26077571428571E-2,-9.5808142857143307E-3,-6.6268714285714903E-3,-3.9320999999999896E-3,-2.8433000000000499E-3,-2.3773142857142502E-3,-1.8327714285714101E-3,-9.9098571428568594E-4,-3.1452714285713501E-3]
[674,"Ngetta_99_1",8,"HIGH",-8.6364714285714402E-3,-5.24924285714289E-3,-2.5953657142857099E-2,-2.6420114285714402E-2,-2.0442742857142902E-2,-1.4933957142857199E-2,-1.1060728571428501E-2,-9.6532571428570892E-3,-1.02722285714286E-2,-1.0085999999999999E-2,-7.3511000000000496E-3,-4.0036142857142196E-3,-1.5666999999999799E-3,1.9674285714288401E-4,1.64127142857134E-3,-3.5361828571428701E-2,-2.5630557142856999E-2,-1.95999E-2,-1.2594985714285901E-2,-6.7739714285716098E-3,-3.8613999999997902E-3,-2.4131714285713399E-3,-1.1839571428572399E-3,6.0519999999991702E-4,-6.0555714285713798E-3]
[677,"Ngetta_72_2",6,"HIGH",-8.6272142857142797E-3,-5.4824285714285799E-3,-2.86721285714286E-2,-2.77844142857143E-2,-2.02984571428571E-2,-1.40296571428571E-2,-1.00019857142857E-2,-8.6305428571428807E-3,-9.4340857142856706E-3,-9.4729714285714008E-3,-7.0424714285714498E-3,-4.0187999999999899E-3,-1.8073000000000099E-3,-1.52571428571391E-4,1.3073714285714E-3,-1.91481714285715E-2,-1.1626799999999901E-2,-8.6757142857142294E-3,-6.0609857142856997E-3,-4.1891714285714502E-3,-3.27675714285719E-3,-2.5405999999999502E-3,-1.81350000000002E-3,-1.07885714285716E-3,-4.3699142857143202E-3]
[678,"Ngetta_100_",5.5,"LOW",-1.31134428571429E-2,-7.5670000000000199E-3,-4.3352214285714202E-2,-3.5611371428571501E-2,-2.21729285714286E-2,-1.34289714285714E-2,-8.9853142857142503E-3,-8.0093714285715007E-3,-9.5973571428571401E-3,-1.0269028571428499E-2,-8.2465857142856609E-3,-5.6625428571429604E-3,-3.6103571428571799E-3,-1.7296E-3,4.7914285714323303E-5,-1.12960142857141E-2,-6.6129571428571498E-3,-5.3582000000000898E-3,-3.8180142857142702E-3,-2.4028285714284801E-3,-1.52140000000001E-3,-1.5928571428571699E-3,-1.3728428571429E-3,-1.5817142857144099E-3,-3.46347142857151E-3]
[681,"Ngetta_57_2",7,"HIGH",-9.64265714285714E-3,-5.8541571428571398E-3,-3.1554500000000103E-2,-2.9894199999999999E-2,-2.1365042857142701E-2,-1.4510271428571401E-2,-1.0414228571428701E-2,-9.0889857142857407E-3,-1.00621571428571E-2,-1.0188457142857099E-2,-7.69567142857142E-3,-4.4452857142857098E-3,-2.2027571428571702E-3,-4.3895714285707699E-4,1.1320428571428599E-3,-2.39594285714286E-2,-1.5735828571428499E-2,-1.2293399999999999E-2,-8.3741428571428907E-3,-4.7482428571429302E-3,-3.00245714285707E-3,-2.12824285714286E-3,-1.71677142857152E-3,-5.3425714285715298E-4,-2.9407142857141898E-3]
[682,"Ngetta_82_1",6,"HIGH",-9.9819857142857092E-3,-5.9187714285714203E-3,-3.04692714285714E-2,-2.7806857142857098E-2,-1.9406E-2,-1.30171714285714E-2,-9.2123000000000604E-3,-8.1122857142856795E-3,-9.0911857142857398E-3,-9.1970285714285099E-3,-7.01752857142862E-3,-4.2161428571428298E-3,-2.1517285714285398E-3,-4.9348571428575695E-4,8.5229999999986204E-4,-2.03268285714285E-2,-1.32605571428571E-2,-9.6979571428572608E-3,-6.6760714285715199E-3,-4.2362714285712998E-3,-3.0134142857142802E-3,-2.1632571428572001E-3,-1.1795142857142799E-3,-2.9491428571426498E-4,-3.0010857142858099E-3]
[685,"Ngetta_68_2",8,"HIGH",-9.7594285714285595E-3,-5.9365714285713996E-3,-3.2725542857142798E-2,-3.0652771428571399E-2,-2.1643942857142901E-2,-1.46071285714287E-2,-1.0354885714285699E-2,-9.0850285714285696E-3,-1.01296714285714E-2,-1.03632857142857E-2,-7.8377142857142292E-3,-4.6510000000000197E-3,-2.3228714285715201E-3,-5.1401428571423702E-4,1.1094428571428699E-3,-2.05213285714285E-2,-1.2955042857142799E-2,-9.9125142857142707E-3,-6.9358285714286004E-3,-4.3489285714286598E-3,-2.8976571428571702E-3,-2.2968857142856599E-3,-1.9169714285715001E-3,-1.13730000000006E-3,-2.6123428571427402E-3]
[686,"Ngetta_96_1",6.5,"HIGH",-8.8714714285714202E-3,-5.5417571428571597E-3,-2.88267571428572E-2,-2.8405242857142899E-2,-2.1078514285714299E-2,-1.4830942857142799E-2,-1.08477714285714E-2,-9.3749857142857405E-3,-1.0138885714285799E-2,-1.00959428571428E-2,-7.5173142857142298E-3,-4.3082714285714299E-3,-1.9631857142858298E-3,-4.5428571428529602E-5,1.45008571428573E-3,-2.7960371428571398E-2,-1.8770214285714099E-2,-1.39893999999999E-2,-8.8384142857144098E-3,-5.5152428571428897E-3,-3.6711142857142102E-3,-3.0011142857141499E-3,-1.32788571428571E-3,4.6914285714239097E-5,-4.76350000000014E-3]
[688,"Ngetta_97_1",7,"HIGH",-7.6104857142857002E-3,-5.1313285714285999E-3,-2.54342142857143E-2,-2.70263857142857E-2,-2.1386085714285699E-2,-1.5741414285714302E-2,-1.15691714285714E-2,-9.8336285714285508E-3,-1.04358714285714E-2,-1.03244857142857E-2,-7.5190857142857798E-3,-4.0599000000000104E-3,-1.5988999999998999E-3,2.8507142857142598E-4,1.74734285714284E-3,-3.4201900000000098E-2,-2.32891428571428E-2,-1.67929285714284E-2,-1.08132571428572E-2,-7.0025857142858002E-3,-4.0704142857143103E-3,-2.57817142857136E-3,-1.51891428571438E-3,-2.0311428571428999E-4,-4.9714571428570702E-3]
[689,"Ngetta_97_2",7.5,"HIGH",-7.5083999999999802E-3,-5.1650000000000298E-3,-2.6453571428571399E-2,-2.7648200000000001E-2,-2.1463042857142799E-2,-1.55462857142857E-2,-1.1377914285714301E-2,-9.6157285714286202E-3,-1.0247871428571399E-2,-1.01911428571428E-2,-7.5809428571427797E-3,-4.1750999999999299E-3,-1.6665714285714599E-3,2.4288571428560099E-4,1.74489999999999E-3,-2.9685785714285699E-2,-1.9744999999999999E-2,-1.48348714285714E-2,-9.7863999999999694E-3,-5.7488714285715004E-3,-3.9006857142858098E-3,-2.9062999999999702E-3,-1.4623714285713599E-3,-2.6319999999996298E-4,-4.6385571428571E-3]
[692,"Ngetta_64_2",6,"HIGH",-1.0396085714285699E-2,-6.2709142857142698E-3,-3.3571400000000001E-2,-3.0131542857142798E-2,-2.0805314285714201E-2,-1.38271571428573E-2,-9.7722571428572307E-3,-8.7135857142857098E-3,-9.7726714285713608E-3,-9.82191428571433E-3,-7.4953571428570996E-3,-4.6470000000000096E-3,-2.55112857142858E-3,-8.5421428571436097E-4,6.6067142857145799E-4,-2.0904557142857199E-2,-1.4071885714285699E-2,-1.07144285714286E-2,-7.1364571428570401E-3,-4.3531714285713896E-3,-2.9152857142859001E-3,-2.0272714285713999E-3,-1.3663999999998799E-3,-5.8717142857134296E-4,-4.5349999999999601E-3]
[693,"Ngetta_69_2",8,"HIGH",-8.0966571428571395E-3,-5.2270428571428397E-3,-2.5980257142857201E-2,-2.7616285714285801E-2,-2.1821899999999901E-2,-1.6151657142857101E-2,-1.20764857142857E-2,-1.03197714285715E-2,-1.0851042857142799E-2,-1.07523428571429E-2,-7.8571428571428403E-3,-4.1866000000000403E-3,-1.5689428571428201E-3,2.5089999999999802E-4,1.77912857142859E-3,-3.64933714285713E-2,-2.5448042857142701E-2,-1.9079499999999899E-2,-1.27610428571429E-2,-7.2109857142858003E-3,-4.4319714285715496E-3,-2.7905571428572498E-3,-1.3760142857142099E-3,1.1545714285726699E-4,-5.7471571428572297E-3]
[696,"Ngetta_28_3",8,"HIGH",-1.09293142857143E-2,-6.3311571428571502E-3,-3.3888771428571399E-2,-3.07445571428571E-2,-2.1208857142857199E-2,-1.4131557142857199E-2,-1.01032142857142E-2,-8.9938999999998898E-3,-1.00100857142857E-2,-1.0323414285714301E-2,-8.0185714285714305E-3,-4.94995714285723E-3,-2.4942857142857301E-3,-5.3894285714284297E-4,9.9815714285717005E-4,-2.4467599999999801E-2,-1.6483942857142699E-2,-1.3118857142857199E-2,-8.9439285714286703E-3,-4.8053571428572396E-3,-2.9636714285714602E-3,-2.2246428571428599E-3,-1.52432857142848E-3,-4.3112857142857402E-4,-4.0260714285714804E-3]
[697,"Ngetta_65_1",8,"HIGH",-8.79754285714285E-3,-5.6966571428571601E-3,-2.8520442857142898E-2,-2.7757614285714299E-2,-2.0488371428571399E-2,-1.44387714285714E-2,-1.05056E-2,-8.9953857142858196E-3,-9.6225285714285902E-3,-9.6037285714285492E-3,-7.2860857142856301E-3,-4.2727285714286301E-3,-1.9847000000000601E-3,-1.5755714285714499E-4,1.3059857142858099E-3,-2.4735799999999999E-2,-1.66813714285713E-2,-1.2471171428571501E-2,-8.0003714285715698E-3,-4.82698571428564E-3,-3.53948571428564E-3,-2.4094857142858399E-3,-1.2666714285715099E-3,-4.8455714285705598E-4,-3.0774714285715099E-3]
[700,"Ngetta_86_2",8,"HIGH",-8.2953285714285792E-3,-5.3448142857142897E-3,-2.6606328571428601E-2,-2.66932E-2,-2.0090342857142798E-2,-1.42437142857142E-2,-1.03421E-2,-8.9617000000000707E-3,-9.5793571428572401E-3,-9.4842714285713892E-3,-7.04832857142851E-3,-4.0323857142857099E-3,-1.83132857142865E-3,-6.7128571428487493E-5,1.38378571428571E-3,-2.3440242857142701E-2,-1.52203999999999E-2,-1.12410857142858E-2,-8.1727000000000292E-3,-5.04441428571428E-3,-3.28789999999995E-3,-2.1622857142857299E-3,-1.73071428571425E-3,-7.8782857142850604E-4,-3.53845714285722E-3]
[701,"Ngetta_86_3",8,"HIGH",-7.8431857142857008E-3,-5.2655428571428704E-3,-2.7077E-2,-2.7281057142857099E-2,-2.0510157142857002E-2,-1.43572285714286E-2,-1.0344785714285799E-2,-8.9212428571428509E-3,-9.5772999999999605E-3,-9.5818428571429193E-3,-7.1536571428571496E-3,-4.0347142857141702E-3,-1.74461428571426E-3,-1.49528571428637E-4,1.2427428571428799E-3,-2.21746714285713E-2,-1.40373428571429E-2,-1.0336142857143E-2,-7.4622857142858101E-3,-4.9814571428571401E-3,-3.1079999999998899E-3,-2.0516571428571598E-3,-1.7545285714286E-3,-1.26877142857151E-3,-3.1794142857142198E-3]
[703,"Ngetta_78_2",8,"HIGH",-8.8463428571428498E-3,-5.5221714285714303E-3,-2.84665285714286E-2,-2.78926571428572E-2,-2.06366571428571E-2,-1.4468542857142899E-2,-1.0487E-2,-9.1222285714285308E-3,-9.9396428571428292E-3,-9.9298285714284895E-3,-7.4656714285714597E-3,-4.2788428571428599E-3,-1.9493285714285401E-3,-8.2257142857145E-5,1.38499999999991E-3,-2.56179428571429E-2,-1.7144885714285601E-2,-1.3648057142857099E-2,-9.4849999999999692E-3,-5.5479999999998898E-3,-3.09887142857146E-3,-2.2363428571428598E-3,-1.20324285714285E-3,-3.75942857142875E-4,-2.50272857142853E-3]
[704,"Ngetta_78_3",8,"HIGH",-9.1810142857142694E-3,-5.6260285714285502E-3,-2.8875442857142899E-2,-2.7944571428571399E-2,-2.0448671428571499E-2,-1.43314857142857E-2,-1.0426785714285699E-2,-9.00459999999992E-3,-9.7907428571428808E-3,-9.8467142857143197E-3,-7.3781428571428904E-3,-4.2440142857143003E-3,-1.9361857142856701E-3,-1.5412857142860201E-4,1.2706714285714599E-3,-2.5306428571428501E-2,-1.6308085714285499E-2,-1.24776857142856E-2,-8.7004428571428906E-3,-5.1108285714286401E-3,-3.5072142857144298E-3,-2.68031428571425E-3,-1.3248285714285201E-3,-2.5992857142853598E-4,-2.59558571428575E-3]
[707,"Ngetta_85_3",6,"HIGH",-9.2554714285714001E-3,-5.7509571428571403E-3,-3.07930142857143E-2,-2.9147028571428601E-2,-2.06414142857143E-2,-1.38819142857143E-2,-9.9010571428571597E-3,-8.69505714285718E-3,-9.5231142857143403E-3,-9.70129999999997E-3,-7.4555714285713904E-3,-4.4871285714285199E-3,-2.1065000000000701E-3,-2.9227142857141098E-4,1.16118571428575E-3,-1.84151142857144E-2,-1.1166671428571501E-2,-8.3939571428570704E-3,-6.2249571428570896E-3,-4.2057285714285396E-3,-2.8190142857143501E-3,-2.2878000000001201E-3,-1.8618571428571399E-3,-8.90399999999958E-4,-2.9386142857142899E-3]
[708,"Ngetta_91_1",7.5,"HIGH",-9.6755714285714396E-3,-5.8309571428571396E-3,-3.2240185714285698E-2,-2.9732771428571499E-2,-2.0651885714285698E-2,-1.37566428571429E-2,-9.83998571428568E-3,-8.7024999999999499E-3,-9.7129571428571405E-3,-9.8812142857143109E-3,-7.5720428571429098E-3,-4.6334714285713998E-3,-2.4370285714285199E-3,-5.4827142857150101E-4,1.06232857142857E-3,-1.78054285714285E-2,-1.11732285714287E-2,-8.0814857142856907E-3,-5.6732857142856004E-3,-3.6765571428572E-3,-2.6485714285716701E-3,-2.1408285714285E-3,-1.77428571428562E-3,-1.0612571428571E-3,-2.7867571428571401E-3]
[711,"Ngetta_74_2",8,"HIGH",-1.3011857142857099E-2,-7.5629285714285399E-3,-4.1465699999999897E-2,-3.3198914285714302E-2,-2.04056857142857E-2,-1.2127642857142899E-2,-8.1134428571428795E-3,-7.1801428571427496E-3,-8.4921142857142806E-3,-8.9654000000001198E-3,-7.5205000000000402E-3,-5.3847857142856302E-3,-3.7301857142856298E-3,-2.0488571428571899E-3,-3.7648571428572402E-4,-1.27531428571428E-2,-8.6878285714285797E-3,-6.0288857142857298E-3,-4.3123999999999897E-3,-2.4771857142856799E-3,-1.4392714285715901E-3,-1.0939428571428199E-3,-9.7035714285709197E-4,-2.4469999999998697E-4,-1.74204285714297E-3]
[712,"Ngetta_74_3",6,"HIGH",-1.3385257142857101E-2,-7.5286142857142998E-3,-4.2618400000000202E-2,-3.4307685714285698E-2,-2.07839428571427E-2,-1.22529285714286E-2,-8.2028000000001194E-3,-7.55968571428572E-3,-8.8952999999998804E-3,-9.4483857142856897E-3,-7.7409714285714996E-3,-5.51350000000006E-3,-3.7047571428571202E-3,-2.0923714285713802E-3,-3.83671428571486E-4,-9.2603285714285607E-3,-5.0784285714284803E-3,-3.9651857142857204E-3,-2.9763142857143201E-3,-1.9887571428571799E-3,-1.3622571428572E-3,-1.3463999999999701E-3,-9.7142857142862304E-4,-9.6365714285728799E-4,-3.2764428571429001E-3]
[715,"Ngetta_135_",8,"HIGH",-9.1667571428571508E-3,-5.6639999999999703E-3,-3.02433571428571E-2,-2.8617714285714298E-2,-2.0504228571428501E-2,-1.40049285714285E-2,-1.0068614285714299E-2,-8.8630428571428999E-3,-9.7561999999999892E-3,-9.8659428571428193E-3,-7.50300000000004E-3,-4.4197714285714703E-3,-2.2153999999999798E-3,-4.8481428571428602E-4,1.0156428571429E-3,-2.23189285714285E-2,-1.5022142857142901E-2,-1.0893971428571399E-2,-7.2580714285713803E-3,-4.4450428571428703E-3,-3.4554428571429399E-3,-2.48722857142858E-3,-1.5535571428571E-3,-6.6065714285717904E-4,-3.4373571428570901E-3]
[716,"Ngetta_110_",8,"HIGH",-8.9325000000000099E-3,-5.6057428571428796E-3,-2.9321442857142901E-2,-2.8110885714285799E-2,-2.0436885714285698E-2,-1.42475E-2,-1.03210714285714E-2,-9.0292142857142394E-3,-9.7755714285713297E-3,-9.8104999999999998E-3,-7.3761857142857204E-3,-4.3390857142857602E-3,-2.1070571428572502E-3,-3.0742857142862501E-4,1.17928571428577E-3,-2.4164914285714201E-2,-1.6232357142857302E-2,-1.2363814285714401E-2,-8.7142714285713997E-3,-4.7803999999999104E-3,-3.1682857142857298E-3,-2.5413857142856898E-3,-1.6185857142856899E-3,-3.2535714285708599E-4,-4.2112857142856397E-3]
[718,"Ngetta_131_",8,"HIGH",-1.04222857142857E-2,-6.2849714285714E-3,-3.3657885714285601E-2,-3.0932971428571401E-2,-2.1631871428571502E-2,-1.4652585714285699E-2,-1.05154142857142E-2,-9.1747285714285903E-3,-1.0123200000000099E-2,-1.02984285714285E-2,-7.9745000000000007E-3,-4.9597428571428997E-3,-2.6341857142857502E-3,-6.78971428571429E-4,9.19700000000079E-4,-2.2451142857142899E-2,-1.4633428571428599E-2,-1.1380514285714301E-2,-7.3820857142856697E-3,-4.2825714285713596E-3,-2.8385571428571899E-3,-2.5630428571429302E-3,-1.38227142857139E-3,-4.3745714285714499E-4,-4.0569428571428602E-3]
[719,"Ngetta_131_",8,"HIGH",-8.6923571428571302E-3,-5.4824714285714301E-3,-2.8528585714285699E-2,-2.7592842857142901E-2,-2.01204E-2,-1.39484428571429E-2,-1.0103457142857101E-2,-8.7905428571428707E-3,-9.5206428571428803E-3,-9.5534857142856606E-3,-7.2625000000000103E-3,-4.2542857142857096E-3,-2.0204285714285901E-3,-2.7894285714280499E-4,1.1677714285713799E-3,-2.08921E-2,-1.3136157142857201E-2,-9.7265142857142495E-3,-6.6733857142858297E-3,-4.2946285714285902E-3,-3.0745428571428701E-3,-2.5758714285714101E-3,-1.9688285714284902E-3,-9.6132857142855498E-4,-2.79582857142857E-3]
[722,"Ngetta_138_",8,"HIGH",-9.1430000000000001E-3,-5.5589571428571304E-3,-2.6791414285714299E-2,-2.6989528571428601E-2,-2.07615285714286E-2,-1.51623142857144E-2,-1.1319428571428499E-2,-9.8887714285714207E-3,-1.0498585714285601E-2,-1.02968571428572E-2,-7.7289428571428696E-3,-4.4682857142856504E-3,-1.93578571428571E-3,3.9099999999958599E-5,1.5938142857143101E-3,-3.5082957142857099E-2,-2.5365699999999901E-2,-1.9259328571428501E-2,-1.21198428571428E-2,-7.0211571428572296E-3,-4.0484571428571802E-3,-2.1499285714285899E-3,-1.0698571428570101E-3,1.0551428571425899E-4,-5.4899714285714402E-3]
[723,"Ngetta_138_",8,"HIGH",-9.2140857142857108E-3,-5.5803285714285901E-3,-2.8625757142857099E-2,-2.8509900000000001E-2,-2.1520928571428601E-2,-1.54418714285714E-2,-1.1431357142857E-2,-9.9627999999999904E-3,-1.08176714285715E-2,-1.07715714285715E-2,-7.9661428571428695E-3,-4.4624428571428103E-3,-1.95842857142864E-3,2.6399999999982E-5,1.61708571428576E-3,-3.3742428571428597E-2,-2.3788028571428501E-2,-1.7516199999999999E-2,-1.12155285714286E-2,-6.5502000000001699E-3,-4.2713142857141503E-3,-2.64491428571423E-3,-1.47752857142869E-3,-2.55628571428634E-4,-4.7383428571428103E-3]
[726,"Ngetta_102_",5,"LOW",-8.1441714285714496E-3,-5.2622428571428397E-3,-2.85493428571428E-2,-2.8089214285714301E-2,-2.0704928571428499E-2,-1.44057E-2,-1.03350571428572E-2,-8.9320142857142702E-3,-9.7661999999999992E-3,-9.8121571428570493E-3,-7.3405857142857002E-3,-4.1688285714286399E-3,-1.9129000000001101E-3,-1.2589999999990101E-4,1.3430142857143201E-3,-2.2316642857142702E-2,-1.4223114285714201E-2,-1.0200628571428699E-2,-7.01760000000007E-3,-4.5509857142856398E-3,-3.1599142857142702E-3,-2.5343571428571598E-3,-1.73131428571427E-3,-8.5615714285708399E-4,-3.3436142857142799E-3]
[727,"Ngetta_108_",6,"HIGH",-8.4822714285714296E-3,-5.4227428571428796E-3,-2.8032528571428499E-2,-2.7616628571428499E-2,-2.0516485714285802E-2,-1.4473885714285799E-2,-1.0545985714285701E-2,-9.0684142857143102E-3,-9.7356571428571202E-3,-9.7807142857143092E-3,-7.3263285714286197E-3,-4.1679000000000603E-3,-1.8359999999999501E-3,-1.6247142857134201E-4,1.2662714285714401E-3,-2.5050185714285599E-2,-1.7249128571428601E-2,-1.30492E-2,-8.3973428571429993E-3,-4.8067714285713299E-3,-3.6196857142856099E-3,-2.5299714285714199E-3,-1.23720000000016E-3,-2.1415714285716301E-4,-5.9177857142856897E-3]
[730,"Ngetta_145_",7,"HIGH",-1.31358E-2,-7.19259999999997E-3,-3.7374457142857101E-2,-3.0097914285714299E-2,-1.8850742857142899E-2,-1.15914857142857E-2,-7.9965428571429093E-3,-7.1799857142856903E-3,-8.3018428571429194E-3,-8.6814142857142805E-3,-7.1036714285714299E-3,-5.0199142857142399E-3,-3.21688571428574E-3,-1.6521142857142701E-3,-2.61542857142805E-4,-1.3636300000000001E-2,-9.05699999999998E-3,-7.5230428571427801E-3,-4.8814142857144197E-3,-2.8762285714286598E-3,-1.66022857142856E-3,-1.65647142857139E-3,-1.10121428571419E-3,-5.8954285714285504E-4,-2.4003142857143001E-3]
[731,"Ngetta_145_",7,"HIGH",-1.14452142857143E-2,-6.6243999999999704E-3,-3.6462457142857202E-2,-3.11750714285715E-2,-2.03892428571428E-2,-1.3022228571428599E-2,-9.0577571428572794E-3,-8.1895428571428508E-3,-9.3254142857142099E-3,-9.5732857142856696E-3,-7.6396000000000797E-3,-5.0998714285714298E-3,-3.09025714285716E-3,-1.1775142857142801E-3,3.57014285714219E-4,-1.6998300000000001E-2,-1.12511142857142E-2,-9.0688285714286606E-3,-6.2817714285713401E-3,-3.78982857142862E-3,-2.1830428571428802E-3,-1.50595714285706E-3,-7.5984285714281196E-4,-7.84814285714308E-4,-2.8889285714285302E-3]
[734,"Ngetta_111_",8,"HIGH",-8.1136999999999997E-3,-5.1418142857142697E-3,-2.6934542857142901E-2,-2.8004142857142901E-2,-2.17430285714286E-2,-1.5811328571428501E-2,-1.17550571428571E-2,-1.0282042857142799E-2,-1.0916614285714299E-2,-1.0653214285714399E-2,-7.8057142857142501E-3,-4.2329285714285403E-3,-1.6333000000000001E-3,2.5967142857141702E-4,1.76895714285713E-3,-3.6112728571428603E-2,-2.45068857142858E-2,-1.8408628571428599E-2,-1.23604571428572E-2,-7.8211999999998599E-3,-4.3999571428571197E-3,-2.3740999999999298E-3,-1.09444285714289E-3,7.0142857142851996E-5,-7.7131428571428602E-3]
[735,"Ngetta_111_",8,"HIGH",-8.5328714285714292E-3,-5.1917714285714296E-3,-2.6611142857142899E-2,-2.68620857142856E-2,-2.0595314285714299E-2,-1.49176714285715E-2,-1.10516285714287E-2,-9.5928285714285098E-3,-1.03394714285714E-2,-1.0177471428571399E-2,-7.4593000000000602E-3,-4.0766571428571003E-3,-1.6523142857142699E-3,2.1611428571421999E-4,1.6533142857143E-3,-3.46852857142858E-2,-2.4763342857142899E-2,-1.8380314285714301E-2,-1.15937285714286E-2,-6.7180857142856701E-3,-4.1189857142857099E-3,-2.6569999999999602E-3,-1.22100000000003E-3,5.2500000000005299E-4,-4.3984000000000202E-3]
[737,"Ngetta_117_",8,"HIGH",-1.04897428571429E-2,-6.0920142857142897E-3,-3.2000971428571397E-2,-2.80754857142856E-2,-1.88804714285714E-2,-1.2305271428571501E-2,-8.6389428571428395E-3,-7.7092714285714702E-3,-8.5952714285714195E-3,-8.8194857142857002E-3,-6.8186142857142897E-3,-4.3214714285715302E-3,-2.3634999999999598E-3,-8.1765714285714198E-4,5.4524285714280295E-4,-1.6324757142857201E-2,-1.06977142857143E-2,-8.2397857142857394E-3,-5.7426999999998802E-3,-3.3517571428570698E-3,-2.2529999999999998E-3,-1.5968285714286199E-3,-1.1325571428570901E-3,-9.1991428571430701E-4,-2.5313999999999602E-3]
[738,"Ngetta_117_",6,"HIGH",-1.1606014285714301E-2,-6.5300285714285601E-3,-3.5971499999999997E-2,-3.0089557142857201E-2,-1.9331357142857199E-2,-1.2120042857142899E-2,-8.2745428571428508E-3,-7.4102285714284797E-3,-8.5889857142857403E-3,-9.03814285714288E-3,-7.19262857142866E-3,-4.8057999999999703E-3,-2.9078428571428002E-3,-1.25770000000003E-3,2.9112857142848898E-4,-1.31311142857143E-2,-8.5674142857143903E-3,-6.1921999999999802E-3,-4.1229571428571497E-3,-2.5302428571427598E-3,-1.66945714285716E-3,-1.59014285714298E-3,-1.6718142857142799E-3,-1.07104285714271E-3,-1.79112857142871E-3]
[741,"Ngetta_112_",6,"HIGH",-9.4471285714285702E-3,-5.5969285714285704E-3,-2.8879828571428599E-2,-2.6823842857142899E-2,-1.91358571428571E-2,-1.30292857142857E-2,-9.3357857142857305E-3,-8.2351142857142699E-3,-9.06512857142849E-3,-9.0263142857142705E-3,-6.8196000000000402E-3,-4.0548857142857497E-3,-2.0030571428572E-3,-2.85885714285672E-4,1.0982857142857699E-3,-2.20134714285714E-2,-1.5089442857142799E-2,-1.1521514285714201E-2,-7.4925000000000096E-3,-4.2155714285714904E-3,-2.73352857142861E-3,-2.0407857142857302E-3,-1.42819999999988E-3,-4.4021428571416898E-4,-2.4912999999999702E-3]
[742,"Ngetta_112_",6,"HIGH",-9.1533999999999904E-3,-5.5623571428571597E-3,-2.8907599999999999E-2,-2.7567971428571401E-2,-2.0033757142857E-2,-1.3913285714285699E-2,-9.9708857142856693E-3,-8.5661857142857508E-3,-9.3189285714286307E-3,-9.3949285714286495E-3,-7.0429714285714104E-3,-4.1145714285714102E-3,-1.87932857142858E-3,-1.24528571428639E-4,1.3058000000000199E-3,-2.1689128571428601E-2,-1.4284128571428601E-2,-1.08460428571429E-2,-7.2791857142858697E-3,-4.2278571428570602E-3,-3.1791285714284898E-3,-2.3490714285714898E-3,-1.1880857142857501E-3,-4.19700000000023E-4,-4.4572857142856602E-3]
[745,"Ngetta_107_",7,"HIGH",-8.0714714285714303E-3,-5.1589571428571597E-3,-2.80944142857142E-2,-2.81931285714286E-2,-2.1120028571428601E-2,-1.48351714285714E-2,-1.0713528571428601E-2,-9.3089571428571199E-3,-1.00729857142857E-2,-1.00121428571429E-2,-7.36538571428569E-3,-4.0765142857143201E-3,-1.65527142857141E-3,1.8607142857141E-4,1.6226142857143099E-3,-2.6171614285714399E-2,-1.6671442857142799E-2,-1.26359E-2,-8.7546285714285004E-3,-5.5731000000000001E-3,-3.5267714285715001E-3,-2.49378571428577E-3,-1.8117857142857E-3,-6.0477142857140497E-4,-5.0887571428571698E-3]
[746,"Ngetta_109_",7,"HIGH",-8.2080000000000104E-3,-5.23457142857144E-3,-2.7408914285714299E-2,-2.7085100000000001E-2,-2.0289185714285701E-2,-1.4305500000000001E-2,-1.03223571428571E-2,-8.7798428571429499E-3,-9.4897999999999406E-3,-9.4836714285714292E-3,-7.0532000000000398E-3,-3.9496285714286103E-3,-1.7278285714285599E-3,-2.5542857142846199E-5,1.44805714285712E-3,-2.46444428571427E-2,-1.6386271428571301E-2,-1.2046714285714201E-2,-8.0714000000000601E-3,-5.0011000000000898E-3,-3.4512999999999901E-3,-2.4036714285712302E-3,-1.27868571428574E-3,-2.64342857142996E-4,-4.47110000000001E-3]
[749,"Ngetta_106_",7,"HIGH",-8.8961571428571203E-3,-5.57522857142857E-3,-2.8841142857142898E-2,-2.8012971428571499E-2,-2.05482714285714E-2,-1.42306857142857E-2,-1.01663000000001E-2,-8.6913142857143501E-3,-9.3757999999999307E-3,-9.3770999999999698E-3,-7.0382571428571601E-3,-4.0377857142857602E-3,-1.8369857142857E-3,-1.0191428571426599E-4,1.2996428571428499E-3,-2.2185657142857099E-2,-1.5010642857142899E-2,-1.10994714285713E-2,-7.3195571428571497E-3,-4.5408142857142897E-3,-3.09941428571425E-3,-2.00174285714272E-3,-1.3101999999999799E-3,-6.9244285714298304E-4,-4.3353285714286E-3]
[750,"Ngetta_143_",5,"LOW",-8.2631142857142702E-3,-5.2440857142856999E-3,-2.8041057142857199E-2,-2.7670942857142802E-2,-2.0409500000000001E-2,-1.4083628571428501E-2,-1.0025171428571501E-2,-8.7076142857142602E-3,-9.3964999999999205E-3,-9.3736857142857101E-3,-6.9686285714285999E-3,-3.9988428571429103E-3,-1.7475714285713499E-3,-2.62714285713672E-5,1.4046999999999801E-3,-2.0284099999999999E-2,-1.2806757142857301E-2,-9.5074714285713902E-3,-6.4450571428570401E-3,-4.0471428571428004E-3,-2.84988571428585E-3,-2.5180857142857401E-3,-2.0709285714284901E-3,-9.7145714285712403E-4,-4.64741428571419E-3]
[752,"Ngetta_137_",8,"HIGH",-1.0266457142857101E-2,-5.9548857142857599E-3,-3.2414700000000102E-2,-2.9077385714285701E-2,-1.9915499999999999E-2,-1.30830000000001E-2,-9.1928142857142792E-3,-8.1634999999999902E-3,-9.1716857142857301E-3,-9.3787285714285705E-3,-7.20224285714283E-3,-4.2809714285714203E-3,-2.18978571428574E-3,-6.2482857142853699E-4,8.1157142857146702E-4,-1.99970571428572E-2,-1.27880857142858E-2,-9.9702571428570402E-3,-6.6843999999999203E-3,-4.2055285714286397E-3,-2.4633142857144498E-3,-1.89778571428567E-3,-1.0254999999999E-3,-4.8311428571423697E-4,-1.1271571428570499E-3]
[753,"Ngetta_137_",7,"HIGH",-9.2636428571428696E-3,-5.50045714285713E-3,-2.8951714285714199E-2,-2.7292E-2,-1.9696885714285801E-2,-1.36113999999999E-2,-9.8054857142856298E-3,-8.6237999999999593E-3,-9.40165714285718E-3,-9.4342142857143391E-3,-7.0033571428572104E-3,-3.9819428571428199E-3,-1.8141142857142599E-3,-1.5614285714282699E-4,1.2679571428570501E-3,-2.5976328571428599E-2,-1.77033714285715E-2,-1.35539142857143E-2,-9.1427857142856207E-3,-5.2904428571428604E-3,-3.1044571428571802E-3,-1.9793571428572401E-3,-9.72585714285656E-4,-4.8599999999954201E-5,-1.61867142857142E-3]
[756,"Ngetta_105_",5.5,"LOW",-8.2752714285714308E-3,-5.1848428571428804E-3,-2.8299771428571398E-2,-2.7684742857142799E-2,-2.03430857142857E-2,-1.40866428571429E-2,-1.0016042857142899E-2,-8.6460142857143207E-3,-9.4815999999999807E-3,-9.4592857142856701E-3,-6.9699285714285896E-3,-3.9101857142858102E-3,-1.70414285714288E-3,5.4885714285801697E-5,1.47495714285723E-3,-2.1966800000000002E-2,-1.41973142857142E-2,-1.0833699999999899E-2,-7.5006000000000803E-3,-4.3674428571428003E-3,-2.8879285714286098E-3,-2.06177142857145E-3,-1.5945142857142799E-3,-8.4524285714287996E-4,-2.60577142857138E-3]
[757,"Ngetta_154_",6,"HIGH",-9.9789428571428508E-3,-5.9671857142856999E-3,-3.1138300000000001E-2,-2.87641142857143E-2,-2.0193028571428601E-2,-1.3445399999999901E-2,-9.3693571428571897E-3,-8.1897714285714095E-3,-9.0879999999999295E-3,-9.3070571428571208E-3,-6.9745142857142702E-3,-4.0816571428572397E-3,-2.0049571428571401E-3,-4.54399999999966E-4,1.03224285714293E-3,-1.8439799999999999E-2,-1.18769714285715E-2,-8.7906428571428198E-3,-5.8173714285714197E-3,-4.0469428571427999E-3,-2.7707428571428498E-3,-1.8563285714286999E-3,-1.16748571428571E-3,-7.9028571428557703E-4,-3.0534142857142599E-3]
[760,"Ngetta_119_",8,"HIGH",-8.5852285714285697E-3,-5.2538142857142802E-3,-2.6247057142857199E-2,-2.6789357142857202E-2,-2.0817800000000001E-2,-1.5226257142857099E-2,-1.12372142857143E-2,-9.6321999999999797E-3,-1.02253E-2,-1.00620857142857E-2,-7.34588571428568E-3,-3.9694571428570699E-3,-1.54781428571427E-3,2.2352857142848799E-4,1.64990000000004E-3,-3.3632871428571402E-2,-2.3721942857142998E-2,-1.7952142857142701E-2,-1.17940571428571E-2,-6.8058714285714698E-3,-3.89047142857146E-3,-2.4080714285713602E-3,-1.02890000000005E-3,4.3747142857142302E-4,-3.6094142857143702E-3]
[761,"Ngetta_119_",7,"HIGH",-8.7467857142857104E-3,-5.3078571428571402E-3,-2.93432428571429E-2,-2.9071928571428599E-2,-2.1742957142857199E-2,-1.5171271428571401E-2,-1.0973014285714301E-2,-9.7314857142856703E-3,-1.0654842857142899E-2,-1.04864714285714E-2,-7.6264142857142602E-3,-4.2550714285713997E-3,-1.79750000000001E-3,7.1857142857067999E-5,1.6363285714285399E-3,-2.9640385714285698E-2,-2.00539000000001E-2,-1.4828785714285799E-2,-9.7243999999999699E-3,-5.7743142857142899E-3,-3.9740714285714197E-3,-2.7418857142855698E-3,-1.3689999999999E-3,-3.1515714285718099E-4,-4.7713142857143103E-3]
[764,"Ngetta_141_",6,"HIGH",-9.47177142857142E-3,-5.5577285714285803E-3,-3.0659428571428601E-2,-2.86066857142857E-2,-2.0240228571428501E-2,-1.36024571428571E-2,-9.6752714285715004E-3,-8.4851142857142493E-3,-9.5384428571428908E-3,-9.6083571428571806E-3,-7.1873428571427901E-3,-4.1469285714284499E-3,-2.02721428571434E-3,-2.90428571428691E-4,1.1786857142857001E-3,-1.9823028571428598E-2,-1.2835157142857099E-2,-9.7975999999998491E-3,-6.9287857142856799E-3,-4.3504285714287003E-3,-2.6034857142858102E-3,-1.94502857142848E-3,-1.7282285714284599E-3,-7.6065714285716802E-4,-3.2809142857142498E-3]
[765,"Ngetta_141_",6,"HIGH",-8.4711571428571497E-3,-5.1696142857142998E-3,-2.8665857142857101E-2,-2.85700714285714E-2,-2.1295085714285601E-2,-1.4969899999999901E-2,-1.08092571428571E-2,-9.4724857142857704E-3,-1.0333242857142899E-2,-1.03464285714285E-2,-7.6008714285713498E-3,-4.1765857142857504E-3,-1.66532857142865E-3,1.8324285714288501E-4,1.66271428571435E-3,-2.7722799999999902E-2,-1.8398700000000202E-2,-1.3980714285714201E-2,-9.4031285714285505E-3,-5.9334999999998096E-3,-3.7702285714285E-3,-2.49475714285713E-3,-1.64792857142881E-3,-5.2352857142851095E-4,-4.0978428571428697E-3]
[767,"Ngetta_124_",8,"HIGH",-1.03215571428571E-2,-6.0862857142857402E-3,-3.07444571428571E-2,-2.8217014285714302E-2,-2.0019285714285701E-2,-1.3583442857142899E-2,-9.6672142857142703E-3,-8.5513571428571505E-3,-9.5112571428571692E-3,-9.4156000000000205E-3,-7.0978142857143203E-3,-4.2546142857142798E-3,-2.1822857142856401E-3,-4.3160000000003201E-4,9.8561428571430909E-4,-2.32738571428571E-2,-1.5726900000000099E-2,-1.1641757142857E-2,-7.5459571428571097E-3,-4.6898857142857499E-3,-2.8320000000000602E-3,-1.8303571428569499E-3,-1.4024857142857501E-3,-6.0605714285727496E-4,-3.8083000000000999E-3]
[768,"Ngetta_142_",8,"HIGH",-1.0312428571428601E-2,-6.0441142857142697E-3,-3.3459985714285802E-2,-3.1388957142857103E-2,-2.2241214285714201E-2,-1.49151428571428E-2,-1.06550428571429E-2,-9.4722285714286501E-3,-1.0678128571428599E-2,-1.0728814285714299E-2,-7.9939285714284401E-3,-4.6538428571428802E-3,-2.3313857142857101E-3,-4.1350000000001103E-4,1.2611857142857401E-3,-2.4866528571428601E-2,-1.6437242857142799E-2,-1.2257399999999899E-2,-7.9893428571428098E-3,-4.8144000000001101E-3,-3.1051142857144698E-3,-2.6293714285715599E-3,-1.9900571428570499E-3,-8.4438571428546705E-4,-3.3221428571429401E-3]
[771,"Ngetta_172_",7,"HIGH",-9.3570142857142807E-3,-5.7151142857142798E-3,-3.0372442857142901E-2,-2.8436928571428599E-2,-2.0215071428571402E-2,-1.37142857142857E-2,-9.6976428571429203E-3,-8.3849142857143101E-3,-9.3348428571428093E-3,-9.5493428571428694E-3,-7.2817142857142803E-3,-4.3234857142856499E-3,-2.13532857142856E-3,-3.75857142857094E-4,1.15227142857149E-3,-1.93789999999999E-2,-1.24623714285714E-2,-9.3052000000001193E-3,-6.4549142857144304E-3,-4.0774571428570097E-3,-2.7401714285713E-3,-2.1702428571428499E-3,-1.65780000000004E-3,-6.9272857142849099E-4,-4.6957714285713603E-3]
[772,"Ngetta_172_",6,"HIGH",-9.1604857142857099E-3,-5.5714428571428699E-3,-2.99062142857143E-2,-2.7944357142857101E-2,-1.9740299999999999E-2,-1.3258942857142899E-2,-9.4080714285714202E-3,-8.2029428571428493E-3,-9.0671714285715001E-3,-9.1866999999999904E-3,-6.9962857142856797E-3,-4.1289428571428801E-3,-2.0437714285714299E-3,-3.3960000000005103E-4,1.09418571428577E-3,-1.7577142857142999E-2,-1.0820242857142901E-2,-7.8620857142858193E-3,-5.6112999999998704E-3,-3.5416428571428101E-3,-2.3996428571428398E-3,-2.0565714285715698E-3,-1.9358571428571599E-3,-1.1830428571427099E-3,-2.3175857142857001E-3]
[775,"Ngetta_193_",7,"HIGH",-8.0337714285714408E-3,-5.1663000000000004E-3,-2.7778814285714298E-2,-2.76907285714286E-2,-2.0509599999999999E-2,-1.42546285714285E-2,-1.0359685714285799E-2,-8.9151428571429495E-3,-9.5050571428571505E-3,-9.4915142857142105E-3,-7.2698142857142703E-3,-4.1810285714285501E-3,-1.75182857142858E-3,5.8528571428462199E-5,1.4650857142857699E-3,-2.17783E-2,-1.39175142857143E-2,-1.0333257142857001E-2,-6.8322285714285096E-3,-4.63551428571435E-3,-3.25048571428588E-3,-2.4538999999999499E-3,-1.8237857142855999E-3,-1.00764285714283E-3,-4.0365142857143304E-3]
[776,"Ngetta_193_",7,"HIGH",-8.0513571428571396E-3,-5.2382714285714197E-3,-2.7627514285714298E-2,-2.7794271428571399E-2,-2.0896000000000001E-2,-1.46968857142857E-2,-1.0542442857143E-2,-8.9690714285713992E-3,-9.7177428571428304E-3,-9.6930571428571199E-3,-7.2426857142856597E-3,-4.0878857142857498E-3,-1.75050000000004E-3,9.2142857142873998E-5,1.54502857142857E-3,-2.23446428571429E-2,-1.36939714285712E-2,-9.9697857142856394E-3,-6.8267428571429098E-3,-4.5763571428571997E-3,-3.43147142857136E-3,-2.7427142857142702E-3,-2.0062857142856801E-3,-1.1277285714286201E-3,-4.5775999999999603E-3]
[779,"Ngetta_187_",8,"HIGH",-9.8824571428571505E-3,-5.9727571428571102E-3,-3.27354142857142E-2,-2.98327428571428E-2,-2.06054428571429E-2,-1.3692614285714199E-2,-9.6250428571429403E-3,-8.2947857142857701E-3,-9.2240571428571193E-3,-9.5464285714285096E-3,-7.4370142857143103E-3,-4.5065571428571398E-3,-2.3438857142856801E-3,-6.2812857142863199E-4,8.7902857142851997E-4,-1.85319571428572E-2,-1.2277128571428601E-2,-9.1543285714286195E-3,-5.9621142857143603E-3,-3.5800999999999702E-3,-2.5233571428571202E-3,-1.89411428571429E-3,-1.56015714285718E-3,-1.14195714285714E-3,-4.6273571428571102E-3]
[780,"Ngetta_155_",7,"HIGH",-7.8634285714285906E-3,-5.1436857142857003E-3,-2.6570414285714199E-2,-2.6647057142857099E-2,-2.0043542857142799E-2,-1.4121928571428599E-2,-1.01733142857143E-2,-8.6864000000000403E-3,-9.3035857142856893E-3,-9.2466999999999393E-3,-6.8466571428571496E-3,-3.8777857142857099E-3,-1.6638285714286E-3,5.0685714285625398E-5,1.5021999999999501E-3,-2.1229871428571499E-2,-1.30461142857143E-2,-9.8485285714286497E-3,-6.9935142857142597E-3,-4.2361714285714096E-3,-2.7937999999999002E-3,-2.3418857142856698E-3,-1.8786285714286199E-3,-1.00265714285719E-3,-3.5839428571428598E-3]
[782,"Ngetta_155_",8,"HIGH",-7.7357142857142902E-3,-5.1310285714285704E-3,-2.64410428571429E-2,-2.6660071428571401E-2,-2.01068142857143E-2,-1.42348142857143E-2,-1.0261971428571499E-2,-8.73174285714284E-3,-9.2541285714285403E-3,-9.2104857142856801E-3,-6.8826000000001301E-3,-3.9709285714285602E-3,-1.67448571428574E-3,1.1818571428573501E-4,1.50218571428573E-3,-2.1622585714285499E-2,-1.3844457142857199E-2,-9.96937142857157E-3,-6.6830714285713898E-3,-4.5036714285713901E-3,-3.14949999999997E-3,-2.45411428571435E-3,-1.7415428571429001E-3,-9.9057142857139602E-4,-3.0728571428570999E-3]
[783,"Ngetta_181_",6,"HIGH",-1.02429857142857E-2,-5.97015714285715E-3,-3.2638400000000102E-2,-2.9655299999999898E-2,-2.0354614285714199E-2,-1.3409857142857201E-2,-9.4674857142856804E-3,-8.3813142857142604E-3,-9.3472857142857194E-3,-9.6137714285713903E-3,-7.42775714285726E-3,-4.4772999999999601E-3,-2.2613571428570802E-3,-5.0932857142854703E-4,9.9109999999985599E-4,-1.7806257142857201E-2,-1.14696714285714E-2,-8.6827142857140993E-3,-5.5470999999999203E-3,-3.3701571428571601E-3,-2.7663000000001099E-3,-2.3460285714286301E-3,-1.5453571428570799E-3,-5.3845714285705203E-4,-3.0160428571428502E-3]
[786,"Ngetta_162_",4,"LOW",-1.0243499999999999E-2,-5.9151857142857303E-3,-2.94673714285715E-2,-2.7691899999999901E-2,-2.0220957142857099E-2,-1.42048714285714E-2,-1.0226871428571401E-2,-8.8821857142857303E-3,-9.8477428571427904E-3,-9.8942142857142406E-3,-7.3565000000000999E-3,-4.2983571428570899E-3,-2.0988857142857399E-3,-2.89985714285734E-4,1.2836857142857201E-3,-2.9400357142857301E-2,-2.0493514285714401E-2,-1.6212342857142799E-2,-1.04115285714285E-2,-5.9158857142857001E-3,-3.1895857142857399E-3,-2.1267000000000399E-3,-8.3957142857149503E-4,2.3565714285717101E-4,-4.9275428571428099E-3]
[787,"Ngetta_162_",6,"HIGH",-8.8249999999999995E-3,-5.5343714285714099E-3,-2.9064928571428599E-2,-2.8088428571428601E-2,-2.0424771428571499E-2,-1.4028514285714199E-2,-9.9811000000000205E-3,-8.6574571428572108E-3,-9.3700571428571595E-3,-9.3726285714285703E-3,-7.0779571428570796E-3,-4.1698857142857797E-3,-1.93925714285714E-3,-1.4768571428569501E-4,1.30434285714282E-3,-1.9858442857142802E-2,-1.3240699999999999E-2,-9.9951857142857002E-3,-6.3756999999999798E-3,-3.7772142857141998E-3,-2.7495857142856798E-3,-2.39905714285704E-3,-1.72861428571436E-3,-5.4744285714281005E-4,-3.2865285714285299E-3]
[790,"Ngetta_161_",6,"HIGH",-9.0328428571428594E-3,-5.5284428571428504E-3,-2.9335157142857098E-2,-2.8453557142857199E-2,-2.0899500000000099E-2,-1.44939428571428E-2,-1.0446171428571399E-2,-9.2288428571429305E-3,-1.00532714285715E-2,-9.9897285714284894E-3,-7.4367142857142401E-3,-4.2557000000000298E-3,-1.96577142857141E-3,-1.4561428571424601E-4,1.3910142857142501E-3,-2.5735100000000101E-2,-1.7056357142857199E-2,-1.27707142857143E-2,-8.6666428571427999E-3,-5.2742714285715104E-3,-3.1503428571427699E-3,-2.4473714285713202E-3,-1.6235428571429501E-3,-4.8472857142861598E-4,-4.3352571428572099E-3]
[791,"Ngetta_161_",7,"HIGH",-9.2088857142857E-3,-5.46160000000001E-3,-2.7784814285714401E-2,-2.7751957142857199E-2,-2.1047342857142801E-2,-1.5011557142857099E-2,-1.0978057142857101E-2,-9.6456714285714801E-3,-1.03910571428572E-2,-1.02367E-2,-7.5957999999999902E-3,-4.2500999999999798E-3,-1.7477714285714699E-3,1.7311428571420399E-4,1.61351428571438E-3,-3.1307471428571397E-2,-2.2136285714285799E-2,-1.66154714285714E-2,-1.07049999999999E-2,-6.3536000000000703E-3,-3.87862857142862E-3,-2.18028571428575E-3,-1.08272857142844E-3,2.6828571428549899E-5,-4.5602142857142898E-3]
[794,"Ngetta_180_",4,"LOW",-8.4615857142857093E-3,-5.3708999999999797E-3,-2.7646414285714301E-2,-2.67686E-2,-1.9558514285714299E-2,-1.3514614285714301E-2,-9.6591428571428696E-3,-8.3464285714285897E-3,-8.9390285714285294E-3,-8.9167857142856705E-3,-6.84132857142861E-3,-4.1033285714285302E-3,-1.87101428571429E-3,-8.3971428571472106E-5,1.29005714285707E-3,-1.87813999999999E-2,-1.21093428571429E-2,-9.0332142857143492E-3,-5.6989285714285597E-3,-3.6861142857143002E-3,-3.0602999999999598E-3,-2.3089285714285599E-3,-1.45021428571435E-3,-7.2122857142858899E-4,-1.5769571428571E-3]
[795,"Ngetta_180_",7,"HIGH",-9.4354571428571406E-3,-5.6418571428571698E-3,-2.79767E-2,-2.6573257142857201E-2,-1.94415E-2,-1.37296E-2,-1.0041899999999999E-2,-8.7105571428570706E-3,-9.4247428571427906E-3,-9.4156857142858007E-3,-7.1045428571429002E-3,-4.2011999999999597E-3,-1.9787285714284999E-3,-1.36028571428526E-4,1.31254285714277E-3,-2.6487114285714299E-2,-1.8005771428571401E-2,-1.3434371428571399E-2,-9.4050857142857804E-3,-5.7595857142857003E-3,-3.3501857142855798E-3,-1.76721428571425E-3,-1.1593714285714799E-3,-1.9468571428571399E-4,-5.4896428571428197E-3]
[797,"Ngetta_152_",6,"HIGH",-7.7861571428571603E-3,-5.0533714285714397E-3,-2.6641842857142901E-2,-2.7135742857142899E-2,-2.0665485714285701E-2,-1.4728171428571401E-2,-1.0692671428571301E-2,-9.2336428571429003E-3,-9.8867000000000798E-3,-9.8149714285714097E-3,-7.3012714285714004E-3,-4.1248428571429296E-3,-1.66544285714287E-3,1.8284285714292899E-4,1.6064857142857299E-3,-2.59189714285715E-2,-1.6600314285714301E-2,-1.2734457142857101E-2,-8.7604571428571108E-3,-5.2627857142858404E-3,-3.1825571428570898E-3,-2.79362857142862E-3,-1.87462857142856E-3,-7.1302857142852005E-4,-4.3188428571427897E-3]
[798,"Ngetta_184_",8,"HIGH",-8.6497857142857192E-3,-5.3344714285714504E-3,-2.7271357142857201E-2,-2.74099571428572E-2,-2.07091999999999E-2,-1.4843471428571399E-2,-1.1008128571428501E-2,-9.6114142857143293E-3,-1.02260285714286E-2,-1.00709142857143E-2,-7.4883428571428396E-3,-4.2149142857142398E-3,-1.80807142857142E-3,5.4442857142844601E-5,1.4797714285714699E-3,-2.8271985714285599E-2,-1.87548142857142E-2,-1.44633142857142E-2,-1.00898714285715E-2,-6.1129857142856502E-3,-3.49949999999999E-3,-2.60991428571428E-3,-1.60718571428575E-3,-3.1544285714285602E-4,-4.4444285714286798E-3]
[801,"Ngetta_170_",7,"HIGH",-8.2056285714285897E-3,-5.0878428571428502E-3,-2.54579857142858E-2,-2.5999785714285701E-2,-2.0004485714285598E-2,-1.4501585714285699E-2,-1.07004571428572E-2,-9.2368285714285996E-3,-9.8314571428571602E-3,-9.6875285714286292E-3,-7.2143714285714004E-3,-4.0237999999999698E-3,-1.65247142857144E-3,1.3671428571421199E-4,1.5156999999999499E-3,-2.8485128571428601E-2,-1.9936699999999901E-2,-1.5135600000000001E-2,-1.01788571428573E-2,-5.9665285714285404E-3,-3.91194285714269E-3,-2.4136571428571298E-3,-1.1828000000000899E-3,-1.98285714285706E-5,-4.1060428571428904E-3]
[802,"Ngetta_170_",6,"HIGH",-8.5024000000000106E-3,-5.2664714285714197E-3,-2.8185728571428599E-2,-2.7235142857142802E-2,-1.9906385714285699E-2,-1.3792771428571399E-2,-1.00081000000001E-2,-8.6963999999999896E-3,-9.4165571428571106E-3,-9.3679000000001008E-3,-7.14458571428578E-3,-4.2147857142855703E-3,-1.9461571428570101E-3,-8.2900000000052403E-5,1.35045714285703E-3,-2.1213428571428501E-2,-1.38797285714286E-2,-1.0309642857143E-2,-6.64867142857134E-3,-3.9481000000000698E-3,-2.9127142857142698E-3,-2.5370714285713998E-3,-1.8755999999999801E-3,-7.9297142857148695E-4,-3.2976857142856799E-3]
[805,"Ngetta_156_",6.5,"HIGH",-8.2786142857142891E-3,-5.2750428571428599E-3,-2.7211128571428499E-2,-2.62038428571429E-2,-1.90977714285714E-2,-1.32277142857142E-2,-9.5348857142856808E-3,-8.2570714285714105E-3,-9.0097285714286195E-3,-9.0286999999999503E-3,-6.7769571428572001E-3,-3.9272571428570803E-3,-1.8522285714285801E-3,-2.0541428571429999E-4,1.1919857142856901E-3,-1.89753E-2,-1.2190700000000099E-2,-9.3284714285714106E-3,-6.0645999999999799E-3,-3.8924857142857401E-3,-2.7633142857144098E-3,-2.1128142857142502E-3,-1.61669999999992E-3,-1.0332571428571199E-3,-4.5466857142857399E-3]
[806,"Ngetta_157_",4.5,"LOW",-8.7563857142857297E-3,-5.5314999999999904E-3,-2.7831042857142801E-2,-2.6353742857142901E-2,-1.9055557142857199E-2,-1.3178042857142899E-2,-9.4287285714285095E-3,-8.1200428571428507E-3,-8.8274857142857099E-3,-8.8677714285713104E-3,-6.7176714285714402E-3,-4.0228857142857203E-3,-1.9651142857143298E-3,-2.8610000000001102E-4,1.04701428571424E-3,-1.95679428571429E-2,-1.2666657142857E-2,-9.6197571428570695E-3,-6.6507000000000102E-3,-4.1460142857142604E-3,-2.5085428571428601E-3,-1.91570000000008E-3,-1.47967142857142E-3,-6.4178571428569198E-4,-4.0069571428572003E-3]
[809,"Ngetta_169_",8,"HIGH",-8.8395142857142905E-3,-5.5203000000000101E-3,-2.72468571428571E-2,-2.6502628571428599E-2,-1.9534900000000001E-2,-1.3732928571428601E-2,-9.9584285714285903E-3,-8.5369428571429005E-3,-9.1227571428570391E-3,-9.1723000000000204E-3,-6.9773714285714097E-3,-4.1021E-3,-1.9266714285714999E-3,-2.88414285714356E-4,1.13342857142862E-3,-2.1836814285714299E-2,-1.41986571428572E-2,-1.06046285714285E-2,-7.2561571428570396E-3,-4.59858571428573E-3,-2.8424714285715199E-3,-1.8708571428571201E-3,-1.24844285714282E-3,-6.0544285714281298E-4,-3.3238857142857698E-3]
[810,"Ngetta_169_",8,"HIGH",-8.5180714285714304E-3,-5.3030857142857303E-3,-2.5957985714285599E-2,-2.6619585714285601E-2,-2.0602828571428599E-2,-1.50113714285715E-2,-1.10539428571428E-2,-9.5892285714285208E-3,-1.0187314285714301E-2,-1.00950571428571E-2,-7.4811714285714101E-3,-4.1932999999999597E-3,-1.7043142857142699E-3,7.7457142857062497E-5,1.5670571428571499E-3,-3.0999599999999902E-2,-2.0827828571428599E-2,-1.5797985714285801E-2,-1.06538E-2,-6.1488142857142299E-3,-3.5345142857141601E-3,-2.7018857142856998E-3,-1.6698285714284999E-3,-5.9585714285770301E-5,-2.99488571428574E-3]
[812,"Ngetta_197_",6.5,"HIGH",-9.1641000000000205E-3,-5.8452571428571597E-3,-2.9411714285714201E-2,-2.75804714285715E-2,-1.9605742857142901E-2,-1.33095428571428E-2,-9.5656428571428403E-3,-8.2656142857143698E-3,-8.9256428571428698E-3,-9.0449285714284695E-3,-7.04587142857144E-3,-4.3007000000000999E-3,-2.1064142857142301E-3,-4.84614285714224E-4,8.5534285714283797E-4,-1.95395142857142E-2,-1.26740571428571E-2,-9.5532428571427595E-3,-6.2916428571429001E-3,-3.7028000000001201E-3,-2.4364571428572299E-3,-2.1619428571427201E-3,-1.62404285714285E-3,-9.1968571428580103E-4,-3.0181000000000201E-3]
[813,"Ngetta_197_",5,"LOW",-9.0575428571428706E-3,-5.6520285714285702E-3,-2.7856428571428601E-2,-2.6509285714285701E-2,-1.9156457142857099E-2,-1.33372428571428E-2,-9.7288285714285903E-3,-8.4180428571429301E-3,-9.0152428571428408E-3,-9.1110571428570392E-3,-7.0086285714285896E-3,-4.20140000000002E-3,-2.0158428571428501E-3,-3.8738571428576001E-4,9.7712857142856491E-4,-2.1039885714285798E-2,-1.3902314285714401E-2,-1.06791857142855E-2,-7.3080714285713704E-3,-4.4363857142858398E-3,-2.8973714285715499E-3,-2.1267428571428199E-3,-1.2667999999999E-3,-5.20671428571429E-4,-2.0693428571428299E-3]
[816,"Ngetta_199_",5,"LOW",-8.2824142857142909E-3,-5.4279142857142897E-3,-2.67455714285714E-2,-2.6240300000000098E-2,-1.9554042857142899E-2,-1.38909857142857E-2,-1.02112285714286E-2,-8.6609000000000304E-3,-9.1117714285713896E-3,-9.1640714285714502E-3,-7.0914999999999702E-3,-4.1693428571428796E-3,-1.94219999999995E-3,-2.91885714285678E-4,1.0792285714285601E-3,-2.28751714285713E-2,-1.55075428571427E-2,-1.12561857142857E-2,-7.3472000000001101E-3,-4.7845571428571897E-3,-3.2646428571427898E-3,-2.18447142857142E-3,-1.30471428571444E-3,-6.3972857142857698E-4,-3.7187714285714102E-3]
[817,"Ngetta_199_",6,"HIGH",-8.7912428571428596E-3,-5.5751999999999998E-3,-2.7564742857142902E-2,-2.6635714285714301E-2,-1.9671685714285701E-2,-1.39649285714286E-2,-1.0225328571428599E-2,-8.6880857142856999E-3,-9.2306999999999303E-3,-9.3532428571427902E-3,-7.1885999999999903E-3,-4.2496285714285799E-3,-2.0526857142857402E-3,-3.4544285714288602E-4,1.11292857142858E-3,-2.2902614285714301E-2,-1.5865457142857E-2,-1.17514428571428E-2,-7.6427142857144999E-3,-4.6010428571429101E-3,-3.1000714285713302E-3,-1.9062428571427999E-3,-1.36245714285715E-3,-7.4662857142859796E-4,-3.6211714285713202E-3]
[820,"Ngetta_296_",6,"HIGH",-9.1780714285714209E-3,-5.7260000000000097E-3,-2.7986442857142899E-2,-2.6857600000000099E-2,-1.97709714285715E-2,-1.40558428571428E-2,-1.03787571428571E-2,-8.9050142857142692E-3,-9.4830285714285808E-3,-9.4481714285713503E-3,-7.2242142857142904E-3,-4.3378571428571199E-3,-2.16011428571439E-3,-3.4371428571433599E-4,1.1498857142857E-3,-2.6086785714285798E-2,-1.7986657142857201E-2,-1.32002428571428E-2,-8.2863999999999195E-3,-5.0942285714286103E-3,-3.6978285714286399E-3,-2.37101428571435E-3,-1.06374285714289E-3,-4.5985714285601303E-5,-4.33315714285731E-3]
[821,"Ngetta_296_",6,"HIGH",-8.7037428571428606E-3,-5.47467142857144E-3,-2.7147471428571299E-2,-2.64011571428572E-2,-1.9651542857142899E-2,-1.40253428571429E-2,-1.02768857142857E-2,-8.8900428571429008E-3,-9.4029428571428299E-3,-9.3743285714285602E-3,-7.1535571428571502E-3,-4.2566714285714501E-3,-1.9277857142857601E-3,-1.83371428571444E-4,1.2082714285714901E-3,-2.5008042857142899E-2,-1.75920857142857E-2,-1.3013685714285701E-2,-8.3549571428571702E-3,-4.9104285714286497E-3,-3.4019714285713999E-3,-1.95851428571414E-3,-9.8064285714288802E-4,-3.8942857142870702E-4,-5.1652000000000902E-3]
[824,"Ngetta_258_",8,"HIGH",-1.04594714285714E-2,-6.1813428571428604E-3,-3.2337828571428598E-2,-2.86088428571428E-2,-1.9368514285714299E-2,-1.26276571428571E-2,-8.7578000000000395E-3,-7.6572714285713696E-3,-8.7352285714285497E-3,-9.0721857142857503E-3,-6.9881428571429401E-3,-4.3588999999999399E-3,-2.5108714285713199E-3,-9.75600000000021E-4,4.20985714285727E-4,-1.45188714285714E-2,-9.3341571428572408E-3,-6.7050428571429101E-3,-4.6451428571427896E-3,-2.9816999999999799E-3,-2.25069999999999E-3,-1.5651000000000399E-3,-1.24870000000005E-3,-8.6562857142857797E-4,-8.6435714285715303E-4]
[825,"Ngetta_258_",7,"HIGH",-1.0641928571428601E-2,-6.3387857142856701E-3,-3.3262014285714403E-2,-2.8731885714285699E-2,-1.8974357142857098E-2,-1.2122685714285699E-2,-8.3866142857143607E-3,-7.4885428571427898E-3,-8.5062285714285202E-3,-8.7861999999999697E-3,-6.81240000000005E-3,-4.4355714285714302E-3,-2.7050285714285702E-3,-1.1677285714286601E-3,3.5548571428573001E-4,-1.36074714285714E-2,-8.7085285714285608E-3,-6.2849285714284796E-3,-4.1957000000001398E-3,-2.74434285714287E-3,-1.92915714285719E-3,-1.5592285714285401E-3,-1.17734285714288E-3,-6.9252857142854097E-4,-1.8200000000023799E-4]
[828,"Ngetta_255_",7,"HIGH",-9.3650285714285495E-3,-5.5528714285714396E-3,-2.74974285714286E-2,-2.6574085714285701E-2,-1.98104285714286E-2,-1.41662285714286E-2,-1.0449014285714301E-2,-9.1085285714286295E-3,-9.8840571428571704E-3,-9.8981857142856292E-3,-7.3221999999998899E-3,-4.1745428571429198E-3,-1.9878428571429301E-3,-3.13671428571416E-4,1.20027142857154E-3,-2.8331371428571301E-2,-1.96921428571428E-2,-1.4432457142857199E-2,-9.6564428571429602E-3,-5.8634285714285203E-3,-3.3840285714284999E-3,-2.0765714285714298E-3,-1.31441428571427E-3,-2.1204285714282499E-4,-1.46840000000004E-3]
[829,"Ngetta_256_",6.5,"HIGH",-7.62832857142856E-3,-5.13262857142856E-3,-2.60933E-2,-2.6082114285714299E-2,-1.9591914285714301E-2,-1.3998314285714301E-2,-1.0228214285714399E-2,-8.6779000000000196E-3,-9.1150285714285406E-3,-9.1101999999999607E-3,-6.8394000000000501E-3,-3.9619000000000199E-3,-1.8357714285713899E-3,-2.0967142857142301E-4,1.20444285714277E-3,-2.2374542857142798E-2,-1.4622371428571399E-2,-1.07787571428572E-2,-7.4250428571429597E-3,-4.3692857142858003E-3,-2.6272428571427202E-3,-2.06071428571425E-3,-1.6423571428572101E-3,-8.4871428571431395E-4,-3.5121857142856902E-3]
[831,"Ngetta_256_",7,"HIGH",-8.3496857142857199E-3,-5.4366714285714298E-3,-2.76191571428572E-2,-2.6987757142857199E-2,-2.0025128571428599E-2,-1.41290857142857E-2,-1.02866428571429E-2,-8.7760714285714005E-3,-9.3720999999999909E-3,-9.4081714285713693E-3,-7.1446000000000001E-3,-4.2054142857142996E-3,-2.0247714285714898E-3,-2.9355714285711498E-4,1.1946428571428199E-3,-2.32454000000001E-2,-1.5694500000000101E-2,-1.2124199999999899E-2,-7.9810714285712993E-3,-4.7304285714285799E-3,-2.9907714285714601E-3,-2.3393714285714399E-3,-1.2860857142857299E-3,-3.7818571428582798E-4,-2.9876857142857598E-3]
[832,"Ngetta_260_",8,"HIGH",-8.3226714285714199E-3,-5.2934428571428903E-3,-2.6849142857142801E-2,-2.68861428571429E-2,-2.0453342857142801E-2,-1.4767085714285699E-2,-1.0899542857143001E-2,-9.3059999999999792E-3,-9.8920428571428499E-3,-9.9228142857142893E-3,-7.3934999999999999E-3,-4.1397285714285196E-3,-1.79048571428575E-3,-4.1257142857242801E-5,1.42870000000006E-3,-2.73153571428572E-2,-1.9166785714285699E-2,-1.48431428571428E-2,-9.6917000000000808E-3,-5.5516000000001E-3,-3.6710714285713699E-3,-2.6335142857142899E-3,-1.4281285714286E-3,-3.5101428571432402E-4,-2.3593571428571799E-3]
[835,"Ngetta_253_",6.5,"HIGH",-9.3801142857142805E-3,-5.66248571428574E-3,-2.81801E-2,-2.5829185714285701E-2,-1.82717714285714E-2,-1.24124857142858E-2,-8.8201714285714404E-3,-7.6998285714285899E-3,-8.4911428571428603E-3,-8.6449571428571202E-3,-6.5059714285713999E-3,-3.86885714285717E-3,-2.0078571428571701E-3,-5.9154285714291298E-4,7.6274285714278401E-4,-1.8650014285714198E-2,-1.2509628571428601E-2,-9.2805857142856905E-3,-6.2205857142857398E-3,-3.8400285714286198E-3,-2.50808571428579E-3,-1.69711428571417E-3,-1.1180428571428401E-3,-4.8891428571429295E-4,-3.2607285714285599E-3]
[836,"Ngetta_253_",6,"HIGH",-8.3082857142857108E-3,-5.2574714285714098E-3,-2.7253699999999902E-2,-2.5989328571428501E-2,-1.88214857142858E-2,-1.29501571428572E-2,-9.2848571428570392E-3,-8.0653857142856094E-3,-8.7850999999999901E-3,-8.8039285714287003E-3,-6.6528285714286296E-3,-3.9210142857142903E-3,-1.9380142857141601E-3,-3.3942857142854599E-4,1.01548571428561E-3,-1.81187142857142E-2,-1.21111714285715E-2,-8.9559428571429102E-3,-5.8390000000000403E-3,-3.4719285714285299E-3,-2.5506142857142401E-3,-2.16215714285722E-3,-1.5765714285715399E-3,-7.5922857142851597E-4,-2.1810571428571598E-3]
[839,"Ngetta_278_",4,"LOW",-9.2218285714285708E-3,-5.6446714285714496E-3,-2.9904985714285699E-2,-2.8574514285714201E-2,-2.0752285714285799E-2,-1.4344828571428599E-2,-1.0388671428571399E-2,-9.0829142857141703E-3,-9.9202428571429392E-3,-9.8982857142857501E-3,-7.49034285714278E-3,-4.4329714285714604E-3,-2.1632857142857599E-3,-2.98042857142911E-4,1.1931571428572801E-3,-2.4744371428571402E-2,-1.6405757142857198E-2,-1.2059214285714199E-2,-8.5031571428571002E-3,-5.40289999999999E-3,-3.3484142857143099E-3,-2.1080285714285599E-3,-1.2290571428571499E-3,-4.5305714285709398E-4,-5.1445571428569998E-3]
[840,"Ngetta_262_",8,"HIGH",-9.4159714285714097E-3,-5.79028571428572E-3,-2.93999428571428E-2,-2.8525928571428501E-2,-2.10816285714286E-2,-1.48252571428572E-2,-1.07487428571428E-2,-9.2776857142856696E-3,-1.0029214285714299E-2,-1.0016214285714401E-2,-7.5573714285714398E-3,-4.3428142857142001E-3,-2.0429142857142399E-3,-2.6452857142861302E-4,1.2542428571428699E-3,-2.71397000000001E-2,-1.8164299999999901E-2,-1.3367914285714299E-2,-9.0462285714284496E-3,-5.64284285714289E-3,-3.8132857142858501E-3,-2.37777142857143E-3,-1.48069999999989E-3,-2.4575714285712802E-4,-3.9285285714285604E-3]
[843,"Ngetta_271_",7.5,"HIGH",-1.0186685714285699E-2,-5.9718571428571104E-3,-3.02263142857143E-2,-2.8422242857142899E-2,-2.0561628571428601E-2,-1.4250042857142899E-2,-1.03410857142857E-2,-9.0569714285714305E-3,-9.9805571428571195E-3,-1.0044142857142901E-2,-7.5145714285714798E-3,-4.3652571428571298E-3,-2.1300428571427998E-3,-3.3542857142859799E-4,1.1267999999999799E-3,-2.6261171428571501E-2,-1.8109914285714401E-2,-1.4106085714285699E-2,-9.2773285714283799E-3,-5.6800000000000201E-3,-3.6149571428571998E-3,-2.1830714285715502E-3,-1.19667142857149E-3,-4.7094285714288598E-4,-3.4047142857143199E-3]
[844,"Ngetta_251_",8,"HIGH",-1.1843214285714301E-2,-6.7691571428571398E-3,-3.5533885714285701E-2,-3.0402328571428501E-2,-2.0200385714285701E-2,-1.32587857142856E-2,-9.2270999999999898E-3,-8.0415571428571492E-3,-9.1150142857143197E-3,-9.4867857142856803E-3,-7.5000571428571203E-3,-4.8584571428571003E-3,-2.7335428571428899E-3,-9.9002857142860301E-4,4.3741428571436602E-4,-1.96328857142858E-2,-1.30943285714284E-2,-8.9870142857142506E-3,-5.8396999999998896E-3,-3.9235428571429099E-3,-2.88938571428587E-3,-2.0040142857142801E-3,-1.22227142857123E-3,-6.6649999999990296E-4,-4.8763857142856103E-3]
[846,"Ngetta_287_",5,"LOW",-8.6978714285714104E-3,-5.4439857142857002E-3,-2.80289000000001E-2,-2.68891000000001E-2,-1.9565228571428499E-2,-1.3599971428571399E-2,-9.7938142857143494E-3,-8.5454571428570901E-3,-9.2356142857142297E-3,-9.1884000000000392E-3,-6.7894000000000001E-3,-3.9327285714285702E-3,-1.8857857142857101E-3,-2.30057142857121E-4,1.1622857142857301E-3,-2.1708714285714199E-2,-1.43394857142858E-2,-1.12243E-2,-7.66551428571427E-3,-4.6040857142857199E-3,-2.8002142857143099E-3,-2.1148000000000299E-3,-1.3320285714285599E-3,-4.7277142857138398E-4,-3.8935428571427698E-3]
[847,"Ngetta_290_",6,"HIGH",-8.3370285714285692E-3,-5.2828571428571204E-3,-2.7738185714285699E-2,-2.7439185714285701E-2,-2.0329842857142798E-2,-1.41712428571428E-2,-1.01096285714286E-2,-8.6458428571428696E-3,-9.3136285714285894E-3,-9.4200285714285403E-3,-7.0937285714286497E-3,-4.0777285714286302E-3,-1.7847857142856999E-3,-4.5971428571323101E-5,1.4132428571428401E-3,-2.2120114285714299E-2,-1.41433571428571E-2,-1.01210857142857E-2,-6.6687857142857503E-3,-4.7451428571428896E-3,-3.1499857142857101E-3,-2.38422857142867E-3,-1.5898571428570899E-3,-9.6521428571422197E-4,-6.1894285714285697E-3]
[850,"Ngetta_235_",7,"HIGH",-7.60977142857146E-3,-5.0862714285714204E-3,-2.6438014285714299E-2,-2.6823614285714299E-2,-2.0368042857142901E-2,-1.4540457142857101E-2,-1.0468099999999999E-2,-8.8714142857143092E-3,-9.5156857142856804E-3,-9.5329142857142907E-3,-7.0618857142857299E-3,-3.9361142857143299E-3,-1.6816714285714E-3,4.68428571429036E-5,1.4547999999999801E-3,-2.4021799999999999E-2,-1.5724328571428602E-2,-1.11351714285715E-2,-7.3094857142856897E-3,-4.7627714285713996E-3,-3.3738857142858198E-3,-2.5271428571428398E-3,-1.94644285714285E-3,-8.8671428571429601E-4,-4.5251142857142797E-3]
[851,"Ngetta_235_",6.5,"HIGH",-7.4899714285714299E-3,-5.0661999999999903E-3,-2.5595371428571399E-2,-2.5940757142857099E-2,-1.9805400000000001E-2,-1.41311285714286E-2,-1.01877999999999E-2,-8.5899285714284793E-3,-9.0598285714286204E-3,-9.0117571428571797E-3,-6.8001857142857601E-3,-3.8916285714284998E-3,-1.66075714285718E-3,3.5542857142856203E-5,1.4483285714285701E-3,-2.2943357142857002E-2,-1.48934571428571E-2,-1.1037471428571401E-2,-7.3776285714286498E-3,-4.6528714285714E-3,-3.09319999999996E-3,-2.2205000000000098E-3,-1.4970714285714201E-3,-4.6852857142853899E-4,-4.4220142857142597E-3]
[854,"Ngetta_206_",6,"HIGH",-8.1182000000000094E-3,-5.1382714285714004E-3,-2.7508914285714298E-2,-2.7242157142857101E-2,-2.0239714285714399E-2,-1.4188028571428601E-2,-1.0319500000000001E-2,-8.8825714285713508E-3,-9.5747142857142108E-3,-9.4838571428571498E-3,-7.0716142857144004E-3,-3.9966714285714598E-3,-1.7322857142856899E-3,3.7042857142899303E-5,1.45885714285715E-3,-2.29997142857142E-2,-1.43622E-2,-1.0501999999999999E-2,-7.68742857142868E-3,-5.0286857142857197E-3,-3.5110571428571E-3,-2.3068285714286101E-3,-1.5719714285714599E-3,-8.2079999999995501E-4,-4.0046571428571402E-3]
[855,"Ngetta_206_",6,"HIGH",-9.3462857142857098E-3,-5.6140142857143104E-3,-3.0757685714285801E-2,-2.8060842857142901E-2,-1.93894571428571E-2,-1.27706142857142E-2,-8.9752142857142895E-3,-7.8970000000000394E-3,-8.8798714285714397E-3,-8.9624285714285899E-3,-6.8250857142856903E-3,-4.1345714285714302E-3,-2.2549714285713999E-3,-5.5057142857151099E-4,8.9241428571429403E-4,-1.5140614285714201E-2,-9.3354714285713292E-3,-7.1253857142857301E-3,-4.9760285714286496E-3,-3.4795571428571401E-3,-2.49455714285707E-3,-1.9175571428571301E-3,-1.3746857142856699E-3,-1.20934285714291E-3,-1.59400000000004E-3]
[858,"Ngetta_228_",6,"HIGH",-8.4334142857142892E-3,-5.2621857142857199E-3,-2.6393885714285699E-2,-2.6854200000000099E-2,-2.0724142857142899E-2,-1.50141714285714E-2,-1.10331714285714E-2,-9.3543999999999797E-3,-9.9051428571428294E-3,-9.8720428571428299E-3,-7.3686428571428904E-3,-4.05025714285712E-3,-1.5460571428571599E-3,1.5945714285708901E-4,1.59754285714292E-3,-3.0871785714285602E-2,-2.0271342857142799E-2,-1.54007142857142E-2,-1.0320285714285799E-2,-5.7445999999999903E-3,-3.4030857142858298E-3,-2.7298714285714002E-3,-1.18432857142847E-3,-9.2057142857093806E-5,-7.0604142857143603E-3]
[859,"Ngetta_228_",7,"HIGH",-8.57021428571428E-3,-5.3267714285714102E-3,-2.8026800000000001E-2,-2.78140142857142E-2,-2.0848571428571501E-2,-1.47843714285715E-2,-1.07613571428571E-2,-9.3160714285713802E-3,-1.00386714285715E-2,-9.9262142857142709E-3,-7.3323857142856804E-3,-4.12752857142856E-3,-1.7307714285715299E-3,8.5085714285781906E-5,1.49250000000006E-3,-2.7568471428571401E-2,-1.8408042857142801E-2,-1.40044714285715E-2,-9.2939857142857497E-3,-5.6025999999999004E-3,-3.3544428571427001E-3,-2.5516857142856599E-3,-1.3955000000000499E-3,-2.9587142857145899E-4,-4.3916857142857202E-3]
[861,"Ngetta_241_",7,"HIGH",-7.7698142857143002E-3,-5.0110571428571603E-3,-2.6709385714285699E-2,-2.7271871428571501E-2,-2.08539714285714E-2,-1.49034714285714E-2,-1.0802971428571499E-2,-9.3051571428571806E-3,-9.9767571428570605E-3,-9.91149999999991E-3,-7.2946142857143199E-3,-4.0714714285714501E-3,-1.6002E-3,2.4891428571427497E-4,1.6536142857142601E-3,-2.8636300000000101E-2,-1.94065428571428E-2,-1.44375142857144E-2,-9.3277714285714408E-3,-5.62612857142841E-3,-4.02774285714275E-3,-2.90022857142863E-3,-1.40315714285727E-3,-1.3534285714278399E-4,-4.7898571428569604E-3]
[862,"Ngetta_241_",7,"HIGH",-7.47264285714286E-3,-4.9620285714285801E-3,-2.6025971428571399E-2,-2.6578871428571502E-2,-2.0245271428571399E-2,-1.4350257142857E-2,-1.03504857142857E-2,-8.8352428571429296E-3,-9.4376857142857706E-3,-9.3301857142856198E-3,-6.8867428571428597E-3,-3.8555857142857902E-3,-1.6084857142857299E-3,1.3315714285716499E-4,1.5341999999999899E-3,-2.2055714285714401E-2,-1.3418100000000001E-2,-1.0015157142857001E-2,-7.0740285714285802E-3,-5.11375714285722E-3,-3.4817285714285901E-3,-2.6811714285713802E-3,-1.6404285714285401E-3,-9.0225714285718805E-4,-2.5033428571428198E-3]
[865,"Ngetta_201_",7.5,"HIGH",-9.4955571428571393E-3,-5.5248857142857202E-3,-2.93289999999999E-2,-2.8272642857142899E-2,-2.0847714285714199E-2,-1.4660628571428601E-2,-1.05288857142857E-2,-9.1333571428571202E-3,-1.00603285714285E-2,-1.0073885714285699E-2,-7.3892000000000402E-3,-4.1153000000000396E-3,-1.7743428571427901E-3,-2.9814285714246901E-5,1.3483142857143001E-3,-2.90280714285714E-2,-2.0336242857142899E-2,-1.5164228571428601E-2,-9.5995428571429304E-3,-5.7135000000000397E-3,-3.7340857142855702E-3,-2.1270428571428198E-3,-1.04467142857156E-3,-1.64657142857183E-4,-3.6775000000000002E-3]
[866,"Ngetta_201_",7,"HIGH",-1.1314628571428601E-2,-6.4416714285714096E-3,-3.5031628571428497E-2,-3.0315685714285799E-2,-2.0169757142857202E-2,-1.3017185714285701E-2,-9.1538714285713807E-3,-8.27830000000007E-3,-9.3915999999999999E-3,-9.4607857142857098E-3,-7.2310428571428203E-3,-4.6595285714286496E-3,-2.7285428571429101E-3,-9.3752857142864699E-4,6.1317142857153495E-4,-1.8899371428571302E-2,-1.2589071428571399E-2,-9.9224285714286705E-3,-6.65601428571427E-3,-3.4134142857144001E-3,-2.02187142857135E-3,-1.9771999999999E-3,-1.5828999999999401E-3,-6.5288571428590003E-4,-5.9633142857141701E-3]
[869,"Ngetta_245_",7,"HIGH",-1.0702700000000001E-2,-6.0417285714285699E-3,-3.1443985714285701E-2,-2.86086571428571E-2,-2.0230000000000001E-2,-1.38670857142857E-2,-1.0031242857143E-2,-8.8302142857142295E-3,-9.7374428571429007E-3,-9.8056714285714199E-3,-7.42287142857151E-3,-4.4340714285713801E-3,-2.1983999999999901E-3,-3.6898571428567499E-4,1.1208142857142001E-3,-2.7034014285714201E-2,-1.83407142857143E-2,-1.39131000000001E-2,-9.53467142857156E-3,-5.5461857142857802E-3,-2.8292285714284198E-3,-1.78044285714274E-3,-1.10002857142855E-3,-4.14657142857267E-4,-4.3049857142857303E-3]
[870,"Ngetta_245_",8,"HIGH",-1.0540642857142899E-2,-5.8493857142857498E-3,-2.74848571428572E-2,-2.5816371428571301E-2,-1.9068185714285601E-2,-1.35877428571429E-2,-9.9898571428572204E-3,-8.6363428571427595E-3,-9.3666142857143399E-3,-9.3121999999999892E-3,-6.9011714285714398E-3,-3.9817857142856999E-3,-1.82939999999998E-3,-1.3170000000001201E-4,1.2358714285714001E-3,-2.9032599999999999E-2,-2.06533285714285E-2,-1.5866442857142799E-2,-1.00157714285714E-2,-5.60660000000024E-3,-3.2376285714285102E-3,-2.2077857142856999E-3,-1.1474571428571299E-3,1.4615714285704E-4,-5.9681999999999799E-3]
[873,"Ngetta_247_",6,"HIGH",-8.8464285714285502E-3,-5.3029142857142801E-3,-2.8687114285714299E-2,-2.76605571428571E-2,-2.0002514285714298E-2,-1.35538E-2,-9.6314857142857403E-3,-8.4614714285714508E-3,-9.2300285714285706E-3,-9.2314714285714992E-3,-6.8571714285714002E-3,-3.9267999999999499E-3,-1.7678285714285999E-3,-8.45428571428775E-5,1.39042857142868E-3,-1.8635214285714199E-2,-1.13521857142856E-2,-8.2857999999998398E-3,-5.8583571428571001E-3,-3.8231857142857501E-3,-3.0014142857143801E-3,-2.56464285714286E-3,-1.7734571428570901E-3,-1.00734285714277E-3,-2.0564428571428501E-3]
[874,"Ngetta_247_",6,"HIGH",-9.4760999999999995E-3,-5.5681714285714399E-3,-3.0254442857142801E-2,-2.8053557142857202E-2,-1.9629314285714301E-2,-1.29751142857142E-2,-9.0957285714284904E-3,-8.0634428571428902E-3,-9.0454571428571495E-3,-9.1317142857143003E-3,-6.8707857142857303E-3,-4.00315714285715E-3,-1.8865428571429E-3,-2.1229999999999901E-4,1.17329999999999E-3,-1.60217857142857E-2,-9.7293571428571108E-3,-7.4950999999999204E-3,-5.4895142857143099E-3,-3.6851000000000002E-3,-2.6507714285714501E-3,-2.1228285714284798E-3,-1.71985714285722E-3,-1.21244285714284E-3,-4.2981999999999699E-3]
[876,"Ngetta_213_",7,"HIGH",-8.5905714285714301E-3,-5.3511571428571103E-3,-2.8528700000000001E-2,-2.7614757142857198E-2,-2.0121257142857101E-2,-1.37475714285713E-2,-9.7280714285715199E-3,-8.4085428571428807E-3,-9.1624714285713504E-3,-9.1712999999999899E-3,-6.8152428571429703E-3,-3.8919285714285601E-3,-1.72719999999998E-3,-4.41571428571597E-5,1.3401000000000101E-3,-1.95233857142855E-2,-1.24714714285713E-2,-9.3182714285715597E-3,-6.2462571428571999E-3,-3.8365285714284702E-3,-3.0459428571428201E-3,-2.5998571428572101E-3,-1.57742857142862E-3,-6.9105714285710995E-4,-3.8690714285714001E-3]
[877,"Ngetta_213_",7,"HIGH",-8.5824999999999894E-3,-5.3295428571428797E-3,-2.83683285714285E-2,-2.7605114285714299E-2,-2.0243814285714298E-2,-1.39328285714286E-2,-9.8935428571427803E-3,-8.5603285714285805E-3,-9.3073857142857395E-3,-9.3161428571427694E-3,-6.89129999999999E-3,-3.9018285714286201E-3,-1.7359714285715101E-3,-9.1400000000019203E-5,1.39921428571432E-3,-2.0976328571428501E-2,-1.2969671428571399E-2,-9.2789857142857608E-3,-6.7590428571429103E-3,-4.7500428571428102E-3,-2.9518142857143399E-3,-2.1138857142857198E-3,-1.87072857142861E-3,-8.5114285714277304E-4,-3.0263428571429799E-3]
[880,"Ngetta_219_",6,"HIGH",-9.5866428571428405E-3,-5.5411571428571598E-3,-3.0967828571428501E-2,-2.93205428571429E-2,-2.1190942857142799E-2,-1.4590657142857099E-2,-1.04710142857143E-2,-9.3124285714285496E-3,-1.0405485714285701E-2,-1.0330142857142999E-2,-7.4969285714285797E-3,-4.2571999999999098E-3,-1.9567428571428702E-3,-1.17357142857155E-4,1.39335714285715E-3,-2.84526999999999E-2,-1.8978885714285899E-2,-1.3878128571428699E-2,-9.5535999999999399E-3,-6.1006857142855697E-3,-3.1997999999999701E-3,-2.1522714285714399E-3,-1.5195142857144001E-3,-5.9037142857143498E-4,-4.3541428571427501E-3]
[881,"Ngetta_242_",6,"HIGH",-8.2218428571428394E-3,-5.2479285714285596E-3,-2.7652242857142899E-2,-2.6878714285714402E-2,-1.9760971428571399E-2,-1.36203142857142E-2,-9.6374285714286301E-3,-8.2191857142857594E-3,-8.9618142857142997E-3,-8.9967714285713596E-3,-6.6712714285714304E-3,-3.7635285714285901E-3,-1.65978571428571E-3,-6.7314285714270602E-5,1.3110142857142299E-3,-1.9268671428571402E-2,-1.21189000000002E-2,-9.0448428571429096E-3,-6.08207142857148E-3,-3.9129857142856097E-3,-2.77722857142854E-3,-2.0582285714285699E-3,-1.58818571428571E-3,-1.2285999999999699E-3,-3.06529999999999E-3]
[884,"Ngetta_224_",7,"HIGH",-1.0372214285714301E-2,-5.9221714285714001E-3,-3.26419571428571E-2,-2.8422828571428499E-2,-1.8931328571428499E-2,-1.2174185714285701E-2,-8.4388857142857505E-3,-7.4859857142857101E-3,-8.4966999999999699E-3,-8.7810999999999896E-3,-6.8164428571428903E-3,-4.1695857142857199E-3,-2.2956142857142301E-3,-7.3025714285718203E-4,6.8549999999995004E-4,-1.4388828571428499E-2,-9.3054142857142991E-3,-6.9270428571428502E-3,-4.7099428571428202E-3,-3.3330000000000299E-3,-2.2827714285713601E-3,-1.6147428571428001E-3,-1.1887714285714901E-3,-8.7668571428584096E-4,-2.1270999999999898E-3]
[885,"Ngetta_224_",7,"HIGH",-9.9230857142857294E-3,-5.6458428571428401E-3,-3.1453014285714301E-2,-2.9327142857142802E-2,-2.09315714285714E-2,-1.4239771428571401E-2,-1.01073428571429E-2,-8.9551857142856593E-3,-1.0144885714285699E-2,-1.01748857142857E-2,-7.4470142857143698E-3,-4.2586428571428402E-3,-2.07574285714285E-3,-2.6424285714288199E-4,1.29279999999998E-3,-2.5054114285714399E-2,-1.7077942857143001E-2,-1.27257571428571E-2,-8.1134285714284902E-3,-5.5271571428571198E-3,-3.7310714285714299E-3,-2.1772571428572102E-3,-9.0122857142860302E-4,-3.3788571428561298E-4,-3.5482428571428398E-3]
[888,"Ngetta_210_",7,"HIGH",-9.9144571428571408E-3,-5.6946428571428304E-3,-2.9326642857142801E-2,-2.78769857142857E-2,-2.0428328571428699E-2,-1.4292828571428599E-2,-1.0371957142857E-2,-9.0914857142856392E-3,-9.9421428571428994E-3,-9.9087857142857692E-3,-7.3674857142857998E-3,-4.12649999999998E-3,-1.72631428571418E-3,1.18714285714527E-5,1.3492285714285499E-3,-3.1023657142857E-2,-2.12296999999999E-2,-1.5535414285714399E-2,-9.4785571428572801E-3,-6.2840285714286202E-3,-3.9172285714285096E-3,-2.52145714285701E-3,-7.4372857142868099E-4,1.2111428571426301E-4,-5.6089000000000304E-3]
[889,"Ngetta_218_",4,"LOW",-8.87252857142856E-3,-5.1707571428571799E-3,-2.9302742857142801E-2,-2.7582185714285699E-2,-1.9732742857142799E-2,-1.34224142857143E-2,-9.6078285714285595E-3,-8.4597142857142406E-3,-9.3982285714286403E-3,-9.4021428571428606E-3,-7.0145428571428102E-3,-3.9804000000000003E-3,-1.78820000000007E-3,-2.0942857142880501E-5,1.3942571428571201E-3,-2.1834971428571499E-2,-1.3943271428571401E-2,-1.0398271428571399E-2,-7.5658999999998998E-3,-4.94495714285714E-3,-3.2010000000000601E-3,-2.1015285714285899E-3,-1.28621428571424E-3,-5.7639999999992099E-4,-2.7881428571428502E-3]
[891,"Ngetta_208_",8,"HIGH",-9.6456285714285692E-3,-5.6182142857143002E-3,-2.9916428571428601E-2,-2.8195671428571399E-2,-2.0370328571428498E-2,-1.41357000000001E-2,-1.01243428571429E-2,-8.7570999999999604E-3,-9.6028999999999698E-3,-9.6627999999999697E-3,-7.1781714285714697E-3,-4.1297285714285096E-3,-1.90252857142864E-3,-1.6225714285711401E-4,1.26329999999997E-3,-2.4462828571428698E-2,-1.5937157142857299E-2,-1.20310285714286E-2,-8.1112999999999307E-3,-5.2221000000000099E-3,-3.13742857142862E-3,-2.3827142857142402E-3,-1.6849571428570499E-3,-8.80142857142996E-4,-2.7706571428570701E-3]
[892,"Ngetta_207_",6,"HIGH",-9.4071999999999992E-3,-5.4881000000000001E-3,-2.7807599999999998E-2,-2.6055200000000101E-2,-1.89965428571429E-2,-1.32738142857143E-2,-9.5207857142857195E-3,-8.2231714285714297E-3,-8.9834285714285901E-3,-9.0170428571428301E-3,-6.7424857142857099E-3,-3.8936857142857799E-3,-1.79242857142858E-3,-1.16785714285694E-4,1.24580000000002E-3,-2.5987742857142899E-2,-1.73649285714285E-2,-1.28418714285714E-2,-8.6522999999999496E-3,-5.3840142857143301E-3,-3.2438714285714701E-3,-2.11811428571423E-3,-1.0346857142856101E-3,-7.5571428571452604E-5,-3.5819428571429702E-3]
[895,"Ngetta_229_",7,"HIGH",-8.3483714285714408E-3,-5.0492714285714398E-3,-2.6875599999999999E-2,-2.6974314285714299E-2,-2.0574528571428601E-2,-1.47801571428571E-2,-1.08731714285715E-2,-9.3886285714285308E-3,-1.00630285714285E-2,-9.9206571428571092E-3,-7.2889428571428199E-3,-3.9381142857142799E-3,-1.56564285714289E-3,2.2714285714287E-4,1.6550285714285701E-3,-3.2922442857142901E-2,-2.2654114285714299E-2,-1.6707128571428601E-2,-1.13515142857141E-2,-6.8529714285714399E-3,-4.03180000000014E-3,-2.4636285714285701E-3,-1.0711142857143801E-3,2.8638571428574199E-4,-2.1214571428571599E-3]
[896,"Ngetta_229_",6,"HIGH",-8.3297142857142892E-3,-5.0410142857142803E-3,-2.8045E-2,-2.7627242857142801E-2,-2.0569057142857099E-2,-1.43894571428572E-2,-1.0345657142857199E-2,-8.9674428571427395E-3,-9.8316285714286095E-3,-9.8287285714286406E-3,-7.2399285714285196E-3,-3.9046285714284799E-3,-1.58782857142853E-3,9.8457142857166807E-5,1.5436428571428101E-3,-2.62717714285714E-2,-1.74008285714287E-2,-1.29954571428571E-2,-8.8839428571427792E-3,-5.3172428571427498E-3,-3.4524714285715202E-3,-2.49577142857144E-3,-1.6473714285714599E-3,-6.7508571428570596E-4,-3.7890285714286E-3]
[899,"Ngetta_250_",7,"HIGH",-8.1913571428571304E-3,-5.1726857142857102E-3,-2.6549685714285599E-2,-2.6635485714285801E-2,-2.0204385714285698E-2,-1.4457414285714299E-2,-1.04937999999999E-2,-8.9725571428571592E-3,-9.5318142857143094E-3,-9.4860857142857209E-3,-7.0276857142856398E-3,-3.9347571428571797E-3,-1.55981428571428E-3,1.6384285714293701E-4,1.56147142857149E-3,-2.7269814285714299E-2,-1.82818142857143E-2,-1.3579799999999901E-2,-9.2695000000000399E-3,-5.6683857142856304E-3,-3.46701428571428E-3,-2.1080142857143901E-3,-1.4309428571429E-3,-3.9840000000002101E-4,-4.6746999999999197E-3]
[900,"Ngetta_211_",7,"HIGH",-1.17072571428571E-2,-6.6048857142857204E-3,-3.55890000000001E-2,-3.0670742857142899E-2,-2.05128999999999E-2,-1.3391885714285699E-2,-9.3985999999999792E-3,-8.5427142857142906E-3,-9.7903571428571406E-3,-9.9985714285715198E-3,-7.4982142857142903E-3,-4.5811285714285098E-3,-2.5572142857143202E-3,-9.0575714285723297E-4,6.42857142857167E-4,-2.3110200000000101E-2,-1.5625E-2,-1.23061571428572E-2,-8.4051571428570594E-3,-4.6375285714285201E-3,-2.7363428571428598E-3,-2.1738285714285599E-3,-1.2374142857142199E-3,-1.4094285714294499E-4,-4.76444285714284E-3]
[903,"Ngetta_239_",8,"HIGH",-8.5684999999999893E-3,-5.1765571428571402E-3,-2.9198542857142899E-2,-2.7814842857142901E-2,-2.0067600000000001E-2,-1.3756685714285699E-2,-9.8560428571429198E-3,-8.6622714285713998E-3,-9.5293857142856302E-3,-9.5142714285714192E-3,-7.0611142857143197E-3,-4.0013857142857101E-3,-1.76685714285718E-3,-6.9728571428562299E-5,1.32554285714287E-3,-2.1359542857143001E-2,-1.36354000000001E-2,-9.6714000000000001E-3,-6.4764428571427697E-3,-4.1004857142857296E-3,-3.3578714285714098E-3,-2.8781999999999402E-3,-1.7909714285714901E-3,-7.0314285714284696E-4,-5.4539428571428999E-3]
[904,"Ngetta_217_",5.5,"LOW",-8.2764571428571299E-3,-5.1340714285714297E-3,-2.82346714285714E-2,-2.78289E-2,-2.0708857142857098E-2,-1.45144428571428E-2,-1.04725857142857E-2,-9.08767142857142E-3,-9.8717428571428699E-3,-9.8667428571428996E-3,-7.25787142857143E-3,-4.0213285714285601E-3,-1.6908571428571599E-3,7.0471428571472497E-5,1.5805714285714899E-3,-2.60939428571428E-2,-1.73137571428571E-2,-1.2509914285714401E-2,-7.8860571428571707E-3,-4.9606285714285398E-3,-3.4691999999998898E-3,-2.6672428571429302E-3,-1.9211857142857299E-3,-6.7895714285715102E-4,-3.5354142857143599E-3]
[906,"Ngetta_215_",9,"HIGH",-8.7484428571428501E-3,-5.2645571428571502E-3,-2.8155814285714301E-2,-2.78473285714286E-2,-2.0872600000000099E-2,-1.47245857142856E-2,-1.08221571428571E-2,-9.4605714285713703E-3,-1.0240585714285801E-2,-1.0060142857142899E-2,-7.3626000000000498E-3,-4.0492714285713704E-3,-1.6743428571428501E-3,1.2835714285713799E-4,1.6127142857142499E-3,-3.00354E-2,-2.00487571428569E-2,-1.49697999999999E-2,-9.5449714285714693E-3,-6.1242428571428604E-3,-3.9109857142857196E-3,-2.79441428571436E-3,-1.23305714285715E-3,-2.4134285714289E-4,-2.4898285714285398E-3]
[907,"Ngetta_344_",6,"HIGH",-9.5531714285714102E-3,-5.6642000000000099E-3,-3.0796328571428701E-2,-2.89213E-2,-2.0942285714285601E-2,-1.45389285714285E-2,-1.05750714285716E-2,-9.2745428571429592E-3,-1.02297857142857E-2,-1.02569285714285E-2,-7.77877142857142E-3,-4.5619428571429498E-3,-2.15751428571431E-3,-2.3822857142852301E-4,1.1827857142857601E-3,-2.72105142857142E-2,-1.82575571428573E-2,-1.3809914285714301E-2,-9.3120571428572108E-3,-5.8413142857141097E-3,-3.55311428571425E-3,-2.4385285714286801E-3,-1.30444285714293E-3,-2.4615714285714001E-4,-4.8333285714283704E-3]
[910,"Ngetta_319_",8,"HIGH",-8.4585428571428596E-3,-5.3304714285714299E-3,-2.7988399999999899E-2,-2.7969885714285801E-2,-2.1291442857142798E-2,-1.54354E-2,-1.14562571428571E-2,-9.9528000000000394E-3,-1.0590914285714299E-2,-1.0452885714285799E-2,-7.7444857142856503E-3,-4.4428857142857501E-3,-1.9128999999999999E-3,-3.7785714285698499E-5,1.51871428571432E-3,-3.0373785714285801E-2,-2.03635428571428E-2,-1.52028571428571E-2,-1.0773414285714201E-2,-6.4310428571430203E-3,-3.5494142857143102E-3,-2.6779571428571201E-3,-1.81878571428573E-3,-4.6272857142853901E-4,-5.7389428571429403E-3]
[911,"Ngetta_319_",7,"HIGH",-9.1396000000000099E-3,-5.6329999999999696E-3,-2.92057142857143E-2,-2.84564428571429E-2,-2.1270671428571499E-2,-1.50746428571428E-2,-1.09966714285714E-2,-9.5344285714285496E-3,-1.03089857142858E-2,-1.01102857142857E-2,-7.6169285714285401E-3,-4.4924857142857296E-3,-2.1050428571428598E-3,-1.03428571428532E-4,1.4283142857142699E-3,-2.79383857142858E-2,-1.8822685714285799E-2,-1.51466142857142E-2,-1.0512600000000099E-2,-5.8243142857142801E-3,-3.6154285714286001E-3,-2.4575714285713902E-3,-1.07742857142878E-3,-1.1087142857141299E-4,-4.8118857142858103E-3]
[914,"Ngetta_347_",6,"HIGH",-8.0326857142857394E-3,-5.1888000000000203E-3,-2.70204857142857E-2,-2.6769628571428599E-2,-2.01708857142857E-2,-1.44478285714286E-2,-1.06611571428571E-2,-9.1061142857143396E-3,-9.6624857142857401E-3,-9.6220714285714104E-3,-7.2486714285714404E-3,-4.13137142857145E-3,-1.7550000000000599E-3,-2.5457142857121501E-5,1.39667142857142E-3,-2.6484842857142799E-2,-1.77597571428573E-2,-1.31107142857143E-2,-8.9677714285712994E-3,-5.4143142857141502E-3,-3.4969428571429199E-3,-2.31397142857154E-3,-1.3784428571429501E-3,-2.0224285714282001E-4,-5.7140857142855602E-3]
[915,"Ngetta_347_",7,"HIGH",-8.7980428571428591E-3,-5.4293714285714402E-3,-2.8620357142857201E-2,-2.7887457142857099E-2,-2.0734514285714298E-2,-1.46529714285715E-2,-1.07297285714286E-2,-9.3052857142856792E-3,-1.0041599999999999E-2,-1.00051142857143E-2,-7.5016714285713899E-3,-4.3344857142857398E-3,-1.91758571428574E-3,-2.9042857142835801E-5,1.4623000000000301E-3,-2.7773842857142999E-2,-1.89406714285715E-2,-1.4210242857142801E-2,-9.3446428571426505E-3,-5.8555571428572399E-3,-3.5652571428571602E-3,-2.5138857142857898E-3,-1.43635714285706E-3,-3.6435714285709702E-4,-3.4685142857142602E-3]
[918,"Ngetta_311_",7,"HIGH",-8.3511571428571407E-3,-5.1821285714285801E-3,-2.79352571428572E-2,-2.75192571428572E-2,-2.05151142857142E-2,-1.44848999999999E-2,-1.0613557142857199E-2,-9.3721142857143298E-3,-1.00769428571429E-2,-9.9703571428570396E-3,-7.3905142857143002E-3,-4.1906857142857698E-3,-1.7993428571428901E-3,1.7642857142896599E-5,1.4702285714284799E-3,-2.7157400000000002E-2,-1.8073700000000002E-2,-1.3419300000000099E-2,-8.9325285714285697E-3,-5.6147571428569699E-3,-3.8074285714285701E-3,-2.45782857142868E-3,-1.28778571428573E-3,-4.4945714285710099E-4,-2.91699999999995E-3]
[919,"Ngetta_330_",6,"HIGH",-9.1188142857142693E-3,-5.4569999999999601E-3,-2.9777785714285701E-2,-2.8155985714285701E-2,-2.0312428571428599E-2,-1.4017614285714399E-2,-1.00664E-2,-8.8311571428570396E-3,-9.5883285714286094E-3,-9.5788428571429406E-3,-7.2152999999999801E-3,-4.3063142857142599E-3,-1.9991999999999801E-3,-2.5149999999995998E-4,1.1877142857143501E-3,-2.2533457142857101E-2,-1.44051571428572E-2,-1.07905857142857E-2,-7.7843571428570799E-3,-4.8780285714286097E-3,-2.9606000000001998E-3,-1.9942285714285601E-3,-1.5057714285713899E-3,-6.7518571428570905E-4,-4.6952571428572299E-3]
[922,"Ngetta_335_",6,"HIGH",-9.6299428571428505E-3,-5.7338571428571204E-3,-3.00187285714285E-2,-2.7032799999999999E-2,-1.8905885714285701E-2,-1.27334142857143E-2,-9.0980285714285496E-3,-7.9541428571428506E-3,-8.8346285714285804E-3,-8.9399285714285605E-3,-6.8260571428571696E-3,-4.0742142857142496E-3,-2.07465714285709E-3,-5.4558571428570102E-4,7.7859999999996298E-4,-1.8460757142857099E-2,-1.23165999999999E-2,-9.3064857142858299E-3,-6.2506714285713904E-3,-3.9106428571429302E-3,-2.7273857142856598E-3,-1.64451428571438E-3,-1.22697142857148E-3,-8.1917142857140801E-4,-3.41454285714293E-3]
[923,"Ngetta_335_",6,"HIGH",-8.5865142857142595E-3,-5.1565857142857104E-3,-2.8587399999999898E-2,-2.7196500000000099E-2,-1.97555285714286E-2,-1.36920142857143E-2,-9.7325142857142E-3,-8.4560428571429092E-3,-9.2918142857142897E-3,-9.39405714285718E-3,-7.0430714285713604E-3,-4.06710000000005E-3,-1.8444999999999701E-3,-1.22371428571355E-4,1.2946428571428701E-3,-2.1844228571428599E-2,-1.39394714285713E-2,-1.0194599999999899E-2,-6.8929999999998697E-3,-4.15065714285717E-3,-2.7399428571429599E-3,-2.5399999999999902E-3,-1.68501428571427E-3,-6.2704285714282305E-4,-3.40691428571427E-3]
[925,"Ngetta_313_",7,"HIGH",-8.3967999999999994E-3,-5.1864142857142902E-3,-2.8321700000000099E-2,-2.7258814285714299E-2,-1.9878342857142801E-2,-1.37327571428572E-2,-9.7315428571429496E-3,-8.4364571428571199E-3,-9.2587142857142295E-3,-9.30218571428576E-3,-6.9209142857143396E-3,-3.9794142857141898E-3,-1.7782714285714E-3,-1.84857142856987E-5,1.38682857142863E-3,-2.0612228571428599E-2,-1.29347857142856E-2,-9.3467999999999295E-3,-6.1681857142857899E-3,-4.04811428571433E-3,-2.91887142857128E-3,-2.6678571428571099E-3,-1.9308000000000699E-3,-9.58957142857209E-4,-2.36879999999995E-3]
[926,"Ngetta_313_",8,"HIGH",-8.4100285714285693E-3,-5.18068571428572E-3,-2.8315799999999999E-2,-2.7231342857143001E-2,-1.9814600000000002E-2,-1.3681685714285701E-2,-9.7992571428570704E-3,-8.4387428571429095E-3,-9.1744714285714197E-3,-9.2326428571429305E-3,-6.9296999999999796E-3,-3.9600428571427999E-3,-1.75195714285709E-3,-7.6157142857191703E-5,1.34314285714288E-3,-2.01058857142857E-2,-1.2942000000000099E-2,-9.5045857142856995E-3,-6.4991714285714298E-3,-3.9456285714285499E-3,-2.9687142857143202E-3,-2.5148857142856E-3,-1.72910000000004E-3,-3.6839999999999101E-4,-3.56707142857138E-3]
[929,"Ngetta_303_",5,"LOW",-8.5352142857143005E-3,-5.0969857142857096E-3,-2.82953285714286E-2,-2.7314471428571501E-2,-2.0113185714285699E-2,-1.39025428571428E-2,-9.8526571428572095E-3,-8.5091428571428297E-3,-9.3911999999999295E-3,-9.4602857142857006E-3,-7.0765285714286504E-3,-4.0227857142857704E-3,-1.74852857142854E-3,-4.5328571428582299E-5,1.36474285714283E-3,-2.1951157142856999E-2,-1.4187528571428701E-2,-1.06184857142857E-2,-6.9806142857142799E-3,-4.4822999999998801E-3,-2.9658428571429098E-3,-2.2633571428571902E-3,-1.3546142857143199E-3,-7.3309999999993103E-4,-4.9273571428571396E-3]
[930,"Ngetta_317_",5.5,"LOW",-1.2451885714285699E-2,-6.7107571428571301E-3,-3.9052085714285797E-2,-3.1914142857142898E-2,-2.00909714285714E-2,-1.2235914285714199E-2,-8.1921285714285398E-3,-7.4085857142857604E-3,-8.8876857142857792E-3,-9.4004999999999193E-3,-7.5311999999999601E-3,-4.9727857142857204E-3,-3.0525571428572399E-3,-1.4341714285715E-3,1.2989999999996101E-4,-1.13292285714287E-2,-6.73804285714297E-3,-5.0242571428570403E-3,-3.6576142857142101E-3,-2.05921428571432E-3,-1.2006714285715001E-3,-1.5327571428571699E-3,-1.6186000000001401E-3,-1.5236142857143499E-3,-1.3379999999999499E-3]
[933,"Ngetta_341_",7.5,"HIGH",-9.0185428571428698E-3,-5.3915285714285499E-3,-2.7553171428571398E-2,-2.62945285714286E-2,-1.9297685714285799E-2,-1.34913285714285E-2,-9.7444857142856608E-3,-8.4966142857143493E-3,-9.1241285714285802E-3,-9.0255714285714696E-3,-6.7237285714285E-3,-3.8791142857142998E-3,-1.73634285714286E-3,-9.2728571428557505E-5,1.2277428571428901E-3,-2.4111314285714201E-2,-1.5988728571428499E-2,-1.21003000000001E-2,-8.1886571428570996E-3,-4.87928571428575E-3,-2.9764285714284902E-3,-2.2235857142856598E-3,-9.6899999999999797E-4,7.5457142857115995E-5,-3.5364142857142698E-3]
[934,"Ngetta_341_",7.5,"HIGH",-8.9264999999999796E-3,-5.3945000000000199E-3,-2.8600685714285701E-2,-2.7650271428571599E-2,-2.04259428571428E-2,-1.43158857142857E-2,-1.0207600000000001E-2,-8.8115571428571404E-3,-9.6236714285714599E-3,-9.6615714285714395E-3,-7.1303999999999803E-3,-4.0276857142856901E-3,-1.7886142857143101E-3,-9.5285714286075207E-6,1.4265285714285499E-3,-2.5499085714285701E-2,-1.7312514285714301E-2,-1.26833428571429E-2,-8.2666285714284599E-3,-5.0388714285714E-3,-3.3050571428571199E-3,-2.35462857142871E-3,-1.40138571428572E-3,-2.7124285714280599E-4,-2.5287142857142201E-3]
[937,"Ngetta_309_",7,"HIGH",-8.8101428571428601E-3,-5.2455571428571303E-3,-2.7593257142857101E-2,-2.6363214285714299E-2,-1.9376357142857199E-2,-1.3640400000000099E-2,-9.8906142857142498E-3,-8.5695857142857306E-3,-9.2861999999999702E-3,-9.2256142857142804E-3,-6.89611428571429E-3,-4.0101285714286301E-3,-1.80325714285712E-3,-1.88428571428201E-5,1.36891428571423E-3,-2.5331528571428601E-2,-1.7469699999999901E-2,-1.30155999999999E-2,-8.0789571428572203E-3,-4.6369714285715603E-3,-3.1238714285714599E-3,-2.10809999999995E-3,-1.34022857142857E-3,-2.9378571428567701E-4,-4.0352857142858002E-3]
[938,"Ngetta_348_",7,"HIGH",-8.6235142857143E-3,-5.12752857142856E-3,-2.7554185714285698E-2,-2.75459714285714E-2,-2.0958914285714302E-2,-1.5075214285714201E-2,-1.1068471428571499E-2,-9.5744714285714294E-3,-1.0325571428571399E-2,-1.01034714285714E-2,-7.2906714285714798E-3,-3.9673428571428996E-3,-1.57267142857148E-3,2.85828571428615E-4,1.74510000000005E-3,-3.0734271428571401E-2,-2.0868157142857401E-2,-1.6323342857142899E-2,-1.0770557142857001E-2,-6.19515714285712E-3,-3.9481571428571201E-3,-2.6998714285714201E-3,-1.0889857142856701E-3,1.9822857142853801E-4,-3.7089714285714098E-3]
[940,"Ngetta_331_",8,"HIGH",-1.19057E-2,-6.4504571428571598E-3,-3.4257942857142801E-2,-2.8953614285714399E-2,-1.92753857142858E-2,-1.25835428571429E-2,-8.80825714285716E-3,-7.8603857142857097E-3,-8.9962999999998999E-3,-9.2678428571428793E-3,-7.1791000000000502E-3,-4.5358999999999799E-3,-2.5312714285713502E-3,-8.3994285714289495E-4,6.1490000000002899E-4,-2.1676442857143E-2,-1.5087285714285499E-2,-1.13837857142857E-2,-7.3273285714284802E-3,-4.2370857142857198E-3,-2.6037285714286501E-3,-1.7029714285715599E-3,-8.6799999999986898E-4,-2.70414285714282E-4,-5.2031857142856904E-3]
[941,"Ngetta_331_",8,"HIGH",-1.01397428571429E-2,-5.7228571428571398E-3,-3.0031571428571401E-2,-2.7942128571428498E-2,-2.01425571428571E-2,-1.39296714285714E-2,-9.9680000000000307E-3,-8.7214571428570996E-3,-9.6850999999998893E-3,-9.7519571428570893E-3,-7.1944285714285504E-3,-4.10520000000009E-3,-1.9301285714286001E-3,-2.5410000000003502E-4,1.21342857142864E-3,-2.5855071428571502E-2,-1.79874571428572E-2,-1.29173857142857E-2,-7.9422571428572307E-3,-4.8149857142857399E-3,-3.3941999999998998E-3,-2.3941285714286198E-3,-1.28855714285725E-3,-6.0617142857144501E-4,-3.6789571428571502E-3]
[944,"Ngetta_302_",8,"HIGH",-9.1907857142857208E-3,-5.3746714285714302E-3,-2.7810428571428601E-2,-2.6808357142857099E-2,-1.9945085714285701E-2,-1.4119771428571499E-2,-1.02371142857143E-2,-8.7158285714285001E-3,-9.3983428571428104E-3,-9.4026714285714904E-3,-7.02217142857137E-3,-3.99181428571432E-3,-1.68950000000001E-3,5.1171428571417099E-5,1.4183000000000401E-3,-2.71120571428572E-2,-1.8375342857142901E-2,-1.4022942857142799E-2,-9.4726142857143297E-3,-5.0983000000000001E-3,-3.1022142857141102E-3,-2.2932000000000499E-3,-9.2442857142860401E-4,2.7975714285716202E-4,-4.06324285714288E-3]
[945,"Ngetta_302_",8,"HIGH",-9.6979857142857097E-3,-5.5151142857142697E-3,-2.8005228571428599E-2,-2.63476714285714E-2,-1.9289714285714198E-2,-1.34231714285714E-2,-9.7302714285714097E-3,-8.4999428571428896E-3,-9.3407428571429304E-3,-9.2786285714285301E-3,-6.8695285714285301E-3,-3.8641428571428698E-3,-1.76880000000001E-3,-1.07557142857151E-4,1.2770428571428601E-3,-2.6473757142857001E-2,-1.75464E-2,-1.28363142857142E-2,-8.8582428571429804E-3,-5.3959857142856799E-3,-3.3121857142858202E-3,-2.2845714285714101E-3,-1.4474714285713801E-3,-4.0457142857108801E-5,-4.27978571428567E-3]
[948,"Ngetta_301_",8,"HIGH",-8.1051857142857304E-3,-4.8787000000000101E-3,-2.6576957142857099E-2,-2.6790000000000001E-2,-2.0486642857142801E-2,-1.47565285714286E-2,-1.07705285714286E-2,-9.2961142857142503E-3,-9.9311999999999196E-3,-9.8106571428571692E-3,-7.1761857142856903E-3,-3.9120571428571897E-3,-1.45917142857144E-3,3.4300000000003799E-4,1.74675714285721E-3,-3.0725471428571301E-2,-2.05846142857142E-2,-1.5280099999999901E-2,-1.0263528571428499E-2,-6.1566571428571804E-3,-4.0234142857144004E-3,-2.5817571428571298E-3,-1.3088142857142801E-3,3.0834285714292898E-4,-3.64937142857136E-3]
[949,"Ngetta_301_",8,"HIGH",-8.3475857142857202E-3,-5.1062571428571501E-3,-2.70251E-2,-2.65548428571428E-2,-1.9940928571428599E-2,-1.41869142857143E-2,-1.03415142857144E-2,-8.9103142857142603E-3,-9.5029285714285407E-3,-9.4567285714285392E-3,-7.0505285714286296E-3,-3.9398857142856599E-3,-1.59031428571427E-3,1.2237142857146599E-4,1.4930142857141899E-3,-2.7526128571428599E-2,-1.8735757142856999E-2,-1.3702985714285699E-2,-9.3047714285715601E-3,-5.7834857142856598E-3,-3.4449571428570901E-3,-1.77279999999996E-3,-1.2116000000000301E-3,-1.7667142857141801E-4,-3.9022285714285202E-3]
[952,"Ngetta_322_",6,"HIGH",-8.8695000000000006E-3,-5.1155857142856902E-3,-3.0049614285714302E-2,-2.7726642857142901E-2,-1.9538271428571299E-2,-1.3142042857142801E-2,-9.2696428571427698E-3,-8.2260714285714593E-3,-9.1317000000000793E-3,-9.0639142857143508E-3,-6.7142428571428901E-3,-3.9521571428571302E-3,-1.88888571428575E-3,-2.0584285714292399E-4,1.2427857142856501E-3,-1.9147014285714199E-2,-1.2267671428571301E-2,-8.8674285714286406E-3,-6.2185428571429101E-3,-4.1549999999999599E-3,-2.87864285714284E-3,-2.0768142857142701E-3,-1.4282571428570999E-3,-5.4468571428573098E-4,-3.9723142857142598E-3]
[953,"Ngetta_322_",6,"HIGH",-8.1782142857142904E-3,-4.9302142857142704E-3,-2.7477385714285801E-2,-2.63702857142857E-2,-1.9356057142857201E-2,-1.33574E-2,-9.5921714285714405E-3,-8.3487857142857096E-3,-9.1297714285714093E-3,-8.9927714285714094E-3,-6.6534285714285896E-3,-3.75625714285716E-3,-1.5927857142856701E-3,7.1085714285656896E-5,1.3969999999999801E-3,-2.1744471428571398E-2,-1.4370228571428501E-2,-1.11074E-2,-7.6746285714285904E-3,-4.5827571428571096E-3,-2.7509857142856702E-3,-2.0662285714286299E-3,-1.62027142857146E-3,-4.66285714285752E-4,-4.91954285714286E-3]
[955,"Ngetta_328_",8,"HIGH",-8.3581285714285896E-3,-5.0270285714285896E-3,-2.8352700000000002E-2,-2.72117714285714E-2,-1.9894285714285601E-2,-1.37078142857143E-2,-9.7005714285714993E-3,-8.3326285714286404E-3,-9.2094142857141997E-3,-9.2176142857142707E-3,-6.7391857142857798E-3,-3.7674571428571398E-3,-1.66809999999995E-3,-6.9142857143100798E-6,1.40061428571431E-3,-2.1335585714285701E-2,-1.4018299999999999E-2,-1.02800857142858E-2,-6.2454428571427903E-3,-3.9007857142857598E-3,-3.23144285714283E-3,-2.6707571428570801E-3,-1.38231428571423E-3,-5.6094285714292102E-4,-2.99285714285713E-3]
[956,"Ngetta_48_1",6,"HIGH",-7.8249142857142896E-3,-5.1114857142857397E-3,-2.6200442857142899E-2,-2.6608514285714299E-2,-2.01928E-2,-1.42849E-2,-1.0212557142857201E-2,-8.6027285714285803E-3,-9.2444142857142104E-3,-9.1896428571428494E-3,-6.7682428571428904E-3,-3.7669142857143E-3,-1.5082714285713499E-3,2.5657142857143901E-4,1.61349999999988E-3,-2.3568185714285799E-2,-1.51589999999999E-2,-1.10567285714285E-2,-7.6962571428571E-3,-5.0137000000000098E-3,-3.43421428571428E-3,-2.3920428571428398E-3,-1.63538571428573E-3,-5.7722857142850103E-4,-3.1085285714285101E-3]
[959,"Ngetta_218_",5,"LOW",-9.2262999999999894E-3,-5.3597857142856902E-3,-2.9129700000000001E-2,-2.7234314285714298E-2,-1.9387285714285701E-2,-1.3073885714285799E-2,-9.3364000000000207E-3,-8.1871428571428408E-3,-9.0537142857143298E-3,-9.0228857142856701E-3,-6.8087571428570599E-3,-3.9396857142857704E-3,-1.82578571428577E-3,-1.5212857142854499E-4,1.25165714285719E-3,-1.9313057142857099E-2,-1.22923000000001E-2,-9.2037999999999807E-3,-6.5565142857141904E-3,-4.2186285714286304E-3,-2.6110571428572E-3,-1.8895857142857101E-3,-1.59707142857146E-3,-9.6104285714287995E-4,-2.9410000000000798E-3]
[960,"Ngetta_190_",6,"HIGH",-9.0174142857142904E-3,-5.6504714285714498E-3,-2.8552171428571398E-2,-2.7137000000000001E-2,-1.97011857142858E-2,-1.36525142857143E-2,-9.8358142857143394E-3,-8.5463857142857296E-3,-9.2394285714285096E-3,-9.33912857142849E-3,-7.1494714285714198E-3,-4.1900142857143599E-3,-1.9417714285714901E-3,-2.95542857142839E-4,1.06308571428576E-3,-2.15992714285714E-2,-1.47722857142857E-2,-1.1207457142857201E-2,-7.3565571428569898E-3,-4.5053571428571E-3,-2.77527142857137E-3,-1.8073857142857899E-3,-1.43175714285715E-3,-7.1398571428576995E-4,-2.4977857142857202E-3]
[963,"Ngetta_330_",5,"LOW",-9.8232714285714107E-3,-5.7494857142856796E-3,-3.1504028571428602E-2,-2.8810342857142901E-2,-2.0243799999999899E-2,-1.3656157142856999E-2,-9.8302714285715097E-3,-8.6946714285715005E-3,-9.5686857142856501E-3,-9.6722428571428005E-3,-7.3681285714285397E-3,-4.4203857142858204E-3,-2.2434571428571201E-3,-5.4877142857140404E-4,9.5031428571434905E-4,-2.2144214285714298E-2,-1.4315014285714399E-2,-1.1260371428571401E-2,-7.7979142857142998E-3,-4.6508714285712297E-3,-2.84497142857143E-3,-2.5112000000000502E-3,-1.30562857142869E-3,-3.6807142857137E-4,-3.0906142857142199E-3]
[964,"Ngetta_229_",7.5,"HIGH",-8.7193857142857205E-3,-5.2226428571428597E-3,-2.78102E-2,-2.71750142857143E-2,-2.0125914285714301E-2,-1.4043614285714301E-2,-1.0082614285714201E-2,-8.7943857142857001E-3,-9.5601714285714606E-3,-9.5231714285714496E-3,-7.05012857142856E-3,-3.9238999999999203E-3,-1.6494142857143E-3,9.3542857142914202E-5,1.4878571428571E-3,-2.5617857142857099E-2,-1.7130414285714299E-2,-1.24377142857143E-2,-8.4702714285712598E-3,-5.2700285714285498E-3,-3.5903142857143799E-3,-2.5019857142858401E-3,-1.4175285714285201E-3,-2.89171428571378E-4,-5.8453857142857198E-3]
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[968,"Ngetta_225_",3,"LOW",-9.4069714285714302E-3,-5.4861285714285796E-3,-3.0219900000000001E-2,-2.7730657142857201E-2,-1.9345442857142899E-2,-1.29589714285714E-2,-9.1724857142857497E-3,-7.9974428571428797E-3,-8.95007142857146E-3,-9.1561857142856105E-3,-6.9246428571428402E-3,-4.0694285714285598E-3,-2.0501E-3,-4.4168571428571102E-4,9.8505714285707091E-4,-1.72994571428573E-2,-1.0871799999999999E-2,-8.1369428571427295E-3,-5.6883142857142603E-3,-3.6395571428571301E-3,-2.2152142857143099E-3,-1.90714285714289E-3,-1.6448285714285599E-3,-9.8205714285715096E-4,-3.0079857142857299E-3]
[970,"Ngetta_110_",8,"HIGH",-9.4706285714285694E-3,-5.8908857142857003E-3,-2.95260428571428E-2,-2.80942857142857E-2,-2.03612857142857E-2,-1.4000642857142901E-2,-1.00769857142857E-2,-8.76505714285708E-3,-9.5665571428571999E-3,-9.6489142857142905E-3,-7.2966571428571504E-3,-4.35410000000003E-3,-2.1168571428571998E-3,-3.7782857142848502E-4,1.0468428571428999E-3,-2.2574071428571402E-2,-1.53481428571429E-2,-1.1502271428571499E-2,-7.6888857142857203E-3,-4.6682428571428502E-3,-3.1102857142856202E-3,-1.9586000000000299E-3,-1.20578571428581E-3,-5.9002857142864695E-4,-4.4450571428572604E-3]
[971,"Ngetta_18_1",7,"HIGH",-1.49444857142857E-2,-8.2602285714285795E-3,-4.7198757142857102E-2,-3.6882957142857303E-2,-2.2144628571428598E-2,-1.2938314285714301E-2,-8.4083142857142006E-3,-7.6765714285714796E-3,-9.6013285714285895E-3,-1.02506285714286E-2,-8.3499428571428003E-3,-5.9659714285714097E-3,-4.1066428571429102E-3,-1.9733571428571799E-3,-1.37299999999951E-4,-1.29561142857142E-2,-8.3920142857143408E-3,-6.1529714285713001E-3,-4.2206571428571298E-3,-2.9556000000000599E-3,-1.79907142857172E-3,-1.3017857142857399E-3,-8.5910000000000196E-4,-7.40799999999875E-4,-4.7376857142857904E-3]
[974,"Ngetta_31_2",5,"LOW",-7.9498428571428605E-3,-5.1050142857142896E-3,-2.7250099999999999E-2,-2.7524385714285698E-2,-2.07243714285715E-2,-1.46217000000001E-2,-1.0486271428571401E-2,-8.9452857142856002E-3,-9.6755142857142297E-3,-9.6909857142857304E-3,-7.1290285714286604E-3,-3.8627428571428898E-3,-1.5362142857142701E-3,1.6542857142864999E-4,1.54417142857138E-3,-2.2966899999999998E-2,-1.50328571428572E-2,-1.0704800000000099E-2,-7.16948571428577E-3,-4.6321999999999804E-3,-3.5871571428570102E-3,-2.59657142857139E-3,-1.8239428571429901E-3,-1.1073857142857E-3,-4.0763857142858103E-3]
[975,"Ngetta_75_3",5,"LOW",-8.4787428571428507E-3,-5.2259999999999902E-3,-2.8118214285714298E-2,-2.8705871428571499E-2,-2.18973571428571E-2,-1.5633500000000002E-2,-1.1486214285714299E-2,-1.00660142857144E-2,-1.08794142857143E-2,-1.06979857142857E-2,-7.8273142857143204E-3,-4.2353714285715003E-3,-1.62187142857145E-3,2.2955714285727299E-4,1.70445714285711E-3,-3.4289828571428503E-2,-2.3950385714285601E-2,-1.8056971428571301E-2,-1.1656814285714299E-2,-6.56175714285723E-3,-4.0317428571429196E-3,-2.7716285714285398E-3,-1.62531428571439E-3,6.0871428571473998E-5,-5.2924285714286397E-3]
[978,"Ngetta_29_1",7,"HIGH",-8.5522857142857102E-3,-5.2853285714285804E-3,-2.9941142857142899E-2,-2.8840142857142901E-2,-2.0912400000000001E-2,-1.4301828571428501E-2,-1.0074400000000001E-2,-8.7326142857143095E-3,-9.7495857142857502E-3,-9.8763571428571208E-3,-7.2906000000000403E-3,-4.0884142857142702E-3,-1.7903857142856901E-3,-1.5714285717116601E-7,1.43292857142857E-3,-2.0166914285714301E-2,-1.2824385714285701E-2,-9.5433571428572596E-3,-6.2088571428572398E-3,-4.0813428571427899E-3,-3.4163142857142601E-3,-2.80392857142858E-3,-1.81238571428577E-3,-5.6147142857138098E-4,-3.4011000000000501E-3]
[979,"Ngetta_48_2",4,"LOW",-8.2919428571428394E-3,-5.3353857142857102E-3,-2.7574771428571499E-2,-2.6890142857142901E-2,-1.97623E-2,-1.3682228571428499E-2,-9.6861142857143107E-3,-8.2422857142857003E-3,-8.8517571428571896E-3,-8.8372999999999906E-3,-6.6786714285714298E-3,-3.8925857142856298E-3,-1.7328714285714301E-3,-3.4571428571550399E-6,1.36841428571421E-3,-1.9698214285714302E-2,-1.24826857142857E-2,-9.1288857142856599E-3,-6.1100285714285104E-3,-4.0370285714285701E-3,-2.8348428571428599E-3,-2.3393857142857098E-3,-1.6401142857141999E-3,-9.7869999999999902E-4,-3.58900000000006E-3]
[982,"Ngetta_180_",8,"HIGH",-8.4626999999999897E-3,-5.4112714285714202E-3,-2.8164042857142801E-2,-2.73721E-2,-2.0091228571428501E-2,-1.3962842857142801E-2,-9.9289714285714595E-3,-8.4432285714286497E-3,-9.1397428571428092E-3,-9.2815857142856707E-3,-7.0768285714285497E-3,-4.1315714285714003E-3,-1.8041857142857599E-3,-6.3371428571545901E-5,1.29851428571431E-3,-2.0149857142857198E-2,-1.2788285714285801E-2,-9.5358285714286506E-3,-6.4792714285713E-3,-4.0379714285713698E-3,-2.8112857142856798E-3,-2.3068571428571699E-3,-1.9477428571427801E-3,-8.3867142857141396E-4,-3.2904857142857001E-3]
[983,"Ngetta_177_",5,"LOW",-8.1077142857142598E-3,-5.17169999999999E-3,-2.5497185714285699E-2,-2.5897214285714201E-2,-1.99889428571428E-2,-1.45501428571429E-2,-1.0811485714285699E-2,-9.3226000000000697E-3,-9.8748285714286305E-3,-9.7024999999999507E-3,-7.1741714285713503E-3,-3.9829428571428998E-3,-1.6829285714286E-3,2.6428571428593901E-5,1.42938571428564E-3,-2.9715342857142901E-2,-2.0829642857142901E-2,-1.5921728571428598E-2,-1.0574714285714101E-2,-6.0525000000000197E-3,-3.3913857142857098E-3,-2.18767142857146E-3,-1.5638857142856199E-3,-1.6777142857138399E-4,-4.8849999999999198E-3]
[985,"Ngetta_196_",5,"LOW",-8.9426714285714293E-3,-5.5725571428571199E-3,-3.0081257142857101E-2,-2.8760714285714299E-2,-2.0646814285714198E-2,-1.4005600000000101E-2,-1.00297142857144E-2,-8.9128571428570592E-3,-9.7654428571427605E-3,-9.7847857142857597E-3,-7.4074857142857903E-3,-4.4205000000000503E-3,-2.1466285714285501E-3,-3.3227142857139601E-4,1.1546285714285601E-3,-2.0222257142857102E-2,-1.2787614285714399E-2,-1.0142128571428599E-2,-7.1473571428571896E-3,-4.2047714285714504E-3,-2.6586428571426799E-3,-2.2170142857143001E-3,-1.7234428571429299E-3,-8.5924285714289504E-4,-3.7144714285715099E-3]
[986,"Ngetta_278_",4,"LOW",-1.0088242857142901E-2,-5.8583571428571504E-3,-2.8590485714285699E-2,-2.5881728571428599E-2,-1.8391271428571401E-2,-1.28068285714286E-2,-9.2852428571428298E-3,-8.06895714285716E-3,-8.8111000000000699E-3,-8.9427428571428602E-3,-6.7471571428570597E-3,-4.1435571428571896E-3,-2.2302857142856799E-3,-6.5515714285713201E-4,7.7361428571426404E-4,-2.3431314285714301E-2,-1.69430428571429E-2,-1.27413285714286E-2,-8.1073999999999903E-3,-4.3415428571429403E-3,-2.6538999999999899E-3,-1.7724428571428399E-3,-1.08911428571423E-3,-2.84914285714422E-4,-4.1901714285713697E-3]
[989,"Ngetta_47_2",7,"HIGH",-9.4539142857142794E-3,-5.4584428571428497E-3,-2.90443285714286E-2,-2.8236114285714299E-2,-2.0967671428571501E-2,-1.4748414285714301E-2,-1.0694214285714199E-2,-9.4121857142857E-3,-1.03123285714286E-2,-1.01807857142858E-2,-7.4255285714284703E-3,-4.0814999999999602E-3,-1.6616000000001E-3,1.18857142857143E-4,1.55189999999999E-3,-3.2370299999999998E-2,-2.21251285714286E-2,-1.7213242857142898E-2,-1.16633E-2,-7.1037857142855999E-3,-3.8330428571428099E-3,-2.0075285714285002E-3,-5.4495714285712803E-4,4.5678571428570098E-4,-6.1180142857142402E-3]
[990,"Ngetta_242_",7,"HIGH",-8.4932142857142793E-3,-5.3075428571428603E-3,-2.8430685714285801E-2,-2.7585228571428599E-2,-2.0184842857142799E-2,-1.38472285714286E-2,-9.7625714285714503E-3,-8.4381142857142301E-3,-9.2457142857142998E-3,-9.2745571428571906E-3,-6.8855714285714397E-3,-3.8946714285714198E-3,-1.6904428571429301E-3,-3.0542857142878999E-5,1.3357142857142699E-3,-2.0406114285714299E-2,-1.27895142857144E-2,-9.1304428571429303E-3,-6.0191285714285003E-3,-4.0214857142856202E-3,-3.0943857142857198E-3,-2.5782714285715299E-3,-1.76628571428566E-3,-1.0236142857142901E-3,-2.69155714285713E-3]
[993,"Ngetta_135_",6,"HIGH",-1.0250414285714301E-2,-6.1665857142856901E-3,-3.1805471428571402E-2,-2.8707985714285698E-2,-1.98774E-2,-1.3217942857143001E-2,-9.4523428571428592E-3,-8.3377428571428398E-3,-9.2965142857142601E-3,-9.5083571428571396E-3,-7.3496714285713497E-3,-4.5483571428571196E-3,-2.4886714285715099E-3,-7.6278571428573005E-4,7.1532857142858597E-4,-2.13212285714286E-2,-1.38974142857143E-2,-1.09008285714285E-2,-7.74512857142851E-3,-4.3372285714286E-3,-2.4504142857143499E-3,-2.2905857142856401E-3,-1.77231428571428E-3,-3.9462857142863499E-4,-3.08019999999998E-3]
[994,"Ngetta_337_",5,"LOW",-9.0669428571428703E-3,-5.3442714285714399E-3,-2.7199685714285701E-2,-2.68591E-2,-2.0309199999999999E-2,-1.45349E-2,-1.07284714285714E-2,-9.4232428571429105E-3,-1.02454714285715E-2,-1.0013857142857E-2,-7.3645714285714399E-3,-4.0853714285713997E-3,-1.76390000000004E-3,5.6185714285728097E-5,1.48491428571423E-3,-3.0327042857142699E-2,-2.0957871428571501E-2,-1.6062300000000099E-2,-1.13008142857142E-2,-6.8208428571427896E-3,-4.0009142857143597E-3,-1.9843571428571601E-3,-1.0760428571428E-3,-6.4557142857135706E-5,-4.7991714285713404E-3]
[997,"Ngetta_317_",5,"LOW",-1.43784571428571E-2,-7.58305714285712E-3,-4.1113885714285599E-2,-3.07942999999999E-2,-1.77758714285715E-2,-1.00569714285714E-2,-6.4206857142857796E-3,-6.0504285714285703E-3,-7.4737142857143101E-3,-7.9979714285713394E-3,-6.6033714285714798E-3,-4.9258428571428703E-3,-3.5657428571428998E-3,-2.12055714285719E-3,-7.4778571428568696E-4,-5.9953285714285896E-3,-3.53902857142852E-3,-2.3396999999999398E-3,-1.8199285714287599E-3,-1.43398571428566E-3,-1.24745714285712E-3,-7.5404285714286701E-4,-1.0158000000000101E-3,-1.1512285714284599E-3,-1.2347142857138701E-4]
[998,"Ngetta_152_",7,"HIGH",-8.3468428571428603E-3,-5.2642285714285496E-3,-2.6352585714285601E-2,-2.65961571428571E-2,-2.02875428571429E-2,-1.4703285714285801E-2,-1.0829171428571399E-2,-9.3324285714285193E-3,-9.8246428571429102E-3,-9.7396428571429102E-3,-7.2405142857142101E-3,-4.09095714285707E-3,-1.67930000000005E-3,1.2784285714279001E-4,1.57098571428571E-3,-2.9712599999999999E-2,-2.05181428571427E-2,-1.53701000000001E-2,-1.04046285714287E-2,-5.9802571428572097E-3,-3.4601142857141301E-3,-2.02598571428575E-3,-1.41345714285718E-3,-4.6489999999999E-4,-3.6241000000000198E-3]
[1000,"Ngetta_172_",6,"HIGH",-9.4650714285714598E-3,-5.8129999999999796E-3,-2.93834142857143E-2,-2.7597771428571401E-2,-1.99355714285714E-2,-1.38023714285714E-2,-9.9366857142856903E-3,-8.5802142857142605E-3,-9.2545571428572192E-3,-9.2601571428571599E-3,-6.9677714285714103E-3,-4.1355857142857397E-3,-2.0452428571428598E-3,-3.6455714285710299E-4,1.1254999999999501E-3,-2.3915542857142799E-2,-1.65231285714286E-2,-1.2266371428571499E-2,-7.8984142857143596E-3,-4.5630000000000904E-3,-2.9297428571428701E-3,-2.3278428571427102E-3,-1.3331999999999799E-3,-2.9937142857150401E-4,-3.8907142857142999E-3]
[1001,"Ngetta_69_1",8,"HIGH",-1.0550685714285701E-2,-6.1948285714285602E-3,-3.1780557142857199E-2,-2.9852214285714301E-2,-2.15272E-2,-1.4879014285714301E-2,-1.0764114285714299E-2,-9.4832999999999706E-3,-1.0451128571428501E-2,-1.0580814285714399E-2,-7.9425857142857992E-3,-4.6214714285713896E-3,-2.1857142857141798E-3,-3.5142857142861399E-4,1.22094285714286E-3,-3.0637485714285598E-2,-2.06694142857143E-2,-1.44971142857144E-2,-1.00750285714286E-2,-5.9426999999999701E-3,-3.3745857142858399E-3,-1.9504142857143E-3,-1.70607142857138E-3,-5.0784285714278198E-4,-4.5160142857142401E-3]
[1004,"Ngetta_242_",6,"HIGH",-9.2115142857142999E-3,-5.6043000000000299E-3,-2.9466228571428599E-2,-2.7489199999999901E-2,-1.96309428571428E-2,-1.32843571428572E-2,-9.4287142857142903E-3,-8.1413142857142407E-3,-8.8725714285714501E-3,-8.8651714285715201E-3,-6.8160428571428198E-3,-4.0817571428570804E-3,-1.9942142857143899E-3,-2.57828571428587E-4,1.11815714285723E-3,-1.9371285714285799E-2,-1.25204285714288E-2,-9.5193428571427301E-3,-6.4631285714285003E-3,-3.9329142857143498E-3,-2.6273857142857801E-3,-2.26927142857136E-3,-1.40037142857141E-3,-3.8231428571433601E-4,-3.5568999999999701E-3]
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[1017,"Ngetta_47_1",7,"HIGH",-9.6565571428571494E-3,-5.5081428571428599E-3,-3.01167857142857E-2,-2.91108857142857E-2,-2.1387614285714299E-2,-1.48122999999999E-2,-1.0620228571428501E-2,-9.3871571428571499E-3,-1.04771428571429E-2,-1.03863857142857E-2,-7.5576999999999502E-3,-4.1737285714286698E-3,-1.76317142857146E-3,1.2849999999997599E-4,1.65680000000007E-3,-3.04784571428574E-2,-2.1682814285714301E-2,-1.6629114285714199E-2,-1.0820028571428501E-2,-6.2243571428571799E-3,-3.83045714285712E-3,-2.2131285714286401E-3,-1.0012714285714301E-3,3.27400000000033E-4,-4.4488714285714197E-3]
[1019,"Ngetta_85_2",6,"HIGH",-9.7240285714285807E-3,-5.9074999999999796E-3,-3.0771771428571501E-2,-2.86775142857142E-2,-2.01483142857143E-2,-1.3453185714285699E-2,-9.4515714285714498E-3,-8.2817142857142308E-3,-9.2687857142858005E-3,-9.4860714285714999E-3,-7.1855999999999604E-3,-4.3367142857142502E-3,-2.1664428571428499E-3,-4.2078571428572097E-4,1.0561714285715099E-3,-1.6967857142857101E-2,-1.02564714285714E-2,-8.0677999999999601E-3,-5.7104857142857802E-3,-3.5813714285714E-3,-2.49374285714282E-3,-2.4476142857142199E-3,-1.8091142857143399E-3,-9.7444285714287605E-4,-2.93805714285722E-3]
[1020,"Ngetta_98_3",7,"HIGH",-1.08390142857143E-2,-6.5067857142857002E-3,-3.3456671428571401E-2,-2.9460799999999999E-2,-1.97809428571428E-2,-1.2792599999999999E-2,-8.9269857142857401E-3,-7.9444714285714108E-3,-8.8575142857142998E-3,-9.0344142857142797E-3,-7.0967571428571796E-3,-4.5211571428571103E-3,-2.5007857142856898E-3,-8.6502857142861699E-4,5.0662857142863603E-4,-1.48526571428572E-2,-9.6564571428572298E-3,-7.5833285714286304E-3,-4.8935714285713904E-3,-2.61197142857139E-3,-2.0230571428571098E-3,-2.0673142857143799E-3,-1.20510000000007E-3,-7.8738571428571503E-4,-3.78288571428576E-3]
[1023,"Ngetta_250_",7,"HIGH",-8.1628285714285802E-3,-5.1285999999999997E-3,-2.64746142857143E-2,-2.6383214285714201E-2,-1.99271857142857E-2,-1.4253342857142901E-2,-1.03689428571428E-2,-8.9074714285714007E-3,-9.4874142857143094E-3,-9.4039857142857505E-3,-6.9860428571429404E-3,-3.9091142857142804E-3,-1.62790000000002E-3,1.20785714285754E-4,1.5144714285714701E-3,-2.7191171428571401E-2,-1.8219071428571501E-2,-1.39367285714286E-2,-9.5050714285713801E-3,-5.5817142857143001E-3,-3.3797142857143201E-3,-2.1146285714285801E-3,-1.15689999999991E-3,-3.3241428571434401E-4,-5.3916857142857202E-3]
[1024,"Ngetta_183_",8,"HIGH",-8.2080999999999994E-3,-5.1236714285714203E-3,-2.649E-2,-2.6903214285714201E-2,-2.0568557142857199E-2,-1.48689857142857E-2,-1.09668714285713E-2,-9.5065714285714198E-3,-1.01956857142857E-2,-1.0126814285714301E-2,-7.4117714285714103E-3,-4.0315000000000802E-3,-1.64765714285714E-3,1.8754285714289701E-4,1.66781428571428E-3,-3.2663900000000003E-2,-2.2866328571428701E-2,-1.71310428571428E-2,-1.10811857142857E-2,-6.1077285714284902E-3,-3.9182714285713703E-3,-2.5581857142857301E-3,-1.1297142857144E-3,4.1724285714289698E-4,-5.7784142857143497E-3]
[1027,"Ngetta_194_",6,"HIGH",-1.1711985714285699E-2,-6.6149000000000303E-3,-3.2526528571428598E-2,-2.82765428571429E-2,-1.9462385714285699E-2,-1.3327057142857099E-2,-9.6136571428570607E-3,-8.3617714285715294E-3,-9.2121428571430002E-3,-9.4761857142857692E-3,-7.3492428571427801E-3,-4.5460428571427701E-3,-2.42451428571427E-3,-8.1835714285705098E-4,5.6614285714290402E-4,-2.81854428571429E-2,-1.9950271428571399E-2,-1.46769857142857E-2,-8.95711428571422E-3,-5.6502857142857197E-3,-3.3302285714286199E-3,-1.6961428571428099E-3,-6.5479999999995498E-4,2.0775714285714599E-4,-6.3195714285715398E-3]
[1028,"Ngetta_159_",5,"LOW",-9.0533285714285792E-3,-5.5351142857142698E-3,-2.7340885714285699E-2,-2.74147571428572E-2,-2.0957071428571401E-2,-1.5127214285714299E-2,-1.1163814285714301E-2,-9.5944857142856704E-3,-1.02332142857143E-2,-1.01099285714286E-2,-7.5262571428571503E-3,-4.1941999999999301E-3,-1.76952857142859E-3,1.1941428571427E-4,1.58165714285713E-3,-3.2845757142857201E-2,-2.2828414285714398E-2,-1.75572285714286E-2,-1.16672714285714E-2,-6.4403285714283998E-3,-3.90030000000008E-3,-2.3916571428571599E-3,-8.0182857142857599E-4,4.28442857142941E-4,-5.8251857142857001E-3]
[1031,"Ngetta_291_",7.5,"HIGH",-8.8186857142857102E-3,-5.6615999999999897E-3,-2.86852714285715E-2,-2.6998785714285701E-2,-1.9414600000000001E-2,-1.3430785714285701E-2,-9.7592857142857498E-3,-8.5262000000000393E-3,-9.1915285714285807E-3,-9.1857714285714098E-3,-7.0401714285713802E-3,-4.3296714285714398E-3,-2.2283428571429099E-3,-5.7557142857139797E-4,8.8640000000006502E-4,-2.1219742857142902E-2,-1.39085428571427E-2,-1.0571271428571401E-2,-7.12512857142855E-3,-4.4165142857143201E-3,-2.6603285714286201E-3,-2.17782857142856E-3,-1.40008571428568E-3,-7.1407142857132799E-4,-3.3107142857142801E-3]
[1032,"Ngetta_112_",5.5,"LOW",-9.5326285714285707E-3,-5.6025285714285901E-3,-3.19971142857143E-2,-2.95555714285715E-2,-2.04898285714286E-2,-1.34753285714285E-2,-9.5130142857142198E-3,-8.5157142857142896E-3,-9.5916714285714192E-3,-9.6296428571429095E-3,-7.2224714285713497E-3,-4.2806285714285797E-3,-2.1812857142857701E-3,-4.4931428571432002E-4,1.06284285714286E-3,-1.7374628571428598E-2,-1.05454714285715E-2,-7.8929285714285403E-3,-5.6259285714285196E-3,-3.7457428571427399E-3,-3.1046285714285099E-3,-2.06427142857141E-3,-1.4612857142857799E-3,-9.9168571428576201E-4,-3.1875428571427901E-3]
[1034,"Ngetta_177_",6,"HIGH",-8.6292857142857299E-3,-5.4379857142857098E-3,-2.7851399999999998E-2,-2.6919428571428601E-2,-1.9762228571428599E-2,-1.3869028571428599E-2,-1.01135857142857E-2,-8.7428285714286104E-3,-9.4090999999999498E-3,-9.4219857142857095E-3,-7.16025714285712E-3,-4.1980000000000897E-3,-1.92482857142856E-3,-1.8427142857141399E-4,1.2458142857142999E-3,-2.3343942857142801E-2,-1.55277E-2,-1.15581E-2,-7.9023857142855904E-3,-4.7173428571428699E-3,-2.92340000000002E-3,-2.1091571428571401E-3,-1.4524142857143001E-3,-4.4452857142862601E-4,-3.9218571428570898E-3]
[1035,"Ngetta_120_",8,"HIGH",-7.9346E-3,-5.1178857142857E-3,-2.7195228571428601E-2,-2.8347342857142899E-2,-2.1994342857142898E-2,-1.59391571428571E-2,-1.1748728571428601E-2,-1.02004857142856E-2,-1.0968571428571499E-2,-1.08162428571429E-2,-7.8791285714285304E-3,-4.2737857142856597E-3,-1.66145714285709E-3,3.2599999999999302E-4,1.87641428571428E-3,-3.6282414285714298E-2,-2.49345714285715E-2,-1.8799557142857099E-2,-1.2107214285714299E-2,-6.9477571428571104E-3,-4.3918857142857303E-3,-2.8148857142857898E-3,-1.3610857142857299E-3,3.3652857142862902E-4,-5.6522428571428298E-3]
[1038,"B17-143-3",6,"HIGH",-9.7169428571428594E-3,-6.2698714285714099E-3,-2.9422071428571402E-2,-2.7409828571428499E-2,-1.9636899999999999E-2,-1.3736414285714401E-2,-1.01526142857143E-2,-8.8565428571427702E-3,-9.3227857142856307E-3,-9.2799142857142893E-3,-7.2872142857143803E-3,-4.6415000000000197E-3,-2.5684999999999701E-3,-8.1441428571427099E-4,6.8591428571429503E-4,-1.9714071428571501E-2,-1.31461571428572E-2,-1.0039757142857099E-2,-6.5629857142858201E-3,-4.2437571428571904E-3,-2.9711571428571201E-3,-2.0568571428570799E-3,-1.2095999999999199E-3,-7.8611428571423404E-4,-2.9941E-3]
[1039,"B14-141-1",6,"HIGH",-7.7477000000000101E-3,-5.5004857142857098E-3,-2.6078799999999899E-2,-2.5903157142857101E-2,-1.95486428571429E-2,-1.40866142857143E-2,-1.0502857142857199E-2,-9.0385571428571194E-3,-9.3437571428571196E-3,-9.1720285714284606E-3,-7.0859142857143103E-3,-4.3233857142857502E-3,-2.1189857142857602E-3,-4.0901428571427101E-4,1.0169999999999899E-3,-2.0301028571428601E-2,-1.3275171428571399E-2,-9.9129428571428403E-3,-6.8569285714286101E-3,-4.3595571428571298E-3,-2.8609428571429499E-3,-2.15057142857145E-3,-1.6674428571428199E-3,-1.02528571428567E-3,-2.5661714285714599E-3]
[1042,"B17-144-1",6,"HIGH",-7.1198285714285702E-3,-5.2816714285714404E-3,-2.3419614285714301E-2,-2.4998028571428601E-2,-1.9954642857142799E-2,-1.4938999999999999E-2,-1.12208571428571E-2,-9.3818142857143294E-3,-9.4231000000000193E-3,-9.1940999999999794E-3,-7.0850428571427896E-3,-4.2707285714285196E-3,-1.95132857142866E-3,-8.4214285714367994E-5,1.40034285714291E-3,-2.23980714285715E-2,-1.41809999999999E-2,-1.0518299999999901E-2,-7.2258571428571198E-3,-4.6056857142857104E-3,-3.4118000000000798E-3,-2.6226571428572001E-3,-1.9808142857142799E-3,-1.1184857142856901E-3,-2.8509999999999898E-3]
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[1561,"B27-275-1",3,"LOW",-6.9432428571428598E-3,-5.0537714285714304E-3,-2.2532157142857102E-2,-2.3136199999999999E-2,-1.8150257142857201E-2,-1.3663514285714299E-2,-1.06084285714286E-2,-9.2132571428570897E-3,-9.3789285714284704E-3,-9.0509999999999792E-3,-6.8741714285714996E-3,-4.1236714285714498E-3,-1.99615714285711E-3,-3.0995714285708697E-4,1.08927142857146E-3,-2.25655285714286E-2,-1.5054742857142899E-2,-1.10248E-2,-7.47288571428567E-3,-4.8745428571428401E-3,-3.43954285714287E-3,-2.5483714285714498E-3,-1.53734285714291E-3,-5.3748571428574598E-4,-3.5452714285714201E-3]
[1562,"B27-275-2",2,"LOW",-8.3184714285714396E-3,-5.6374142857142902E-3,-2.55145714285714E-2,-2.4657914285714299E-2,-1.8321942857142899E-2,-1.31988714285714E-2,-1.00182571428571E-2,-8.8192571428571398E-3,-9.2152714285714307E-3,-8.9655857142856305E-3,-6.9023857142857499E-3,-4.3110428571429002E-3,-2.2443857142856998E-3,-5.1514285714276996E-4,8.8471428571429401E-4,-1.8564214285714298E-2,-1.2167342857142899E-2,-9.1022999999999504E-3,-6.1405571428571597E-3,-4.1169428571428699E-3,-2.8850571428571401E-3,-2.1314285714285602E-3,-1.4975857142857101E-3,-9.9459999999995706E-4,-3.6850285714286101E-3]
[1563,"B27-275-3",4,"LOW",-7.5350428571428598E-3,-5.3589714285714202E-3,-2.43141285714286E-2,-2.44154571428573E-2,-1.8702814285714402E-2,-1.37996428571428E-2,-1.05251285714285E-2,-9.2134857142856501E-3,-9.5560714285714606E-3,-9.2704285714285701E-3,-7.0070428571428799E-3,-4.2598142857142602E-3,-2.12655714285714E-3,-3.9344285714293397E-4,1.0569000000000301E-3,-2.0503899999999999E-2,-1.3397671428571499E-2,-1.00127857142857E-2,-6.8697571428571504E-3,-4.3625571428571597E-3,-3.14522857142863E-3,-2.3009285714285501E-3,-1.78429999999996E-3,-1.0074857142856101E-3,-3.64092857142861E-3]
[1564,"B26-256-1",3,"LOW",-8.7301857142857205E-3,-5.8046142857143303E-3,-2.79563857142857E-2,-2.70007428571429E-2,-1.9920128571428601E-2,-1.42185857142856E-2,-1.06767142857143E-2,-9.4292714285715302E-3,-9.9876142857142601E-3,-9.7731571428570398E-3,-7.4118571428570803E-3,-4.59798571428577E-3,-2.48061428571439E-3,-6.8872857142859801E-4,8.6814285714292795E-4,-1.9083157142857202E-2,-1.1984142857142799E-2,-8.99501428571425E-3,-6.2267571428571396E-3,-4.1557714285714899E-3,-3.0166857142857602E-3,-2.3704857142857702E-3,-1.5599571428571699E-3,-1.0709142857141501E-3,-3.30184285714297E-3]

{"sheet":"PLS-DA10","index":1,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:33:08"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.611139670932362E-3,1.0643676800309438E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4887727735701249E-3,4.1634368857958339E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.747204382345262E-2,2.833568308681673E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.666508929224342E-2,1.6154088370295902E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9798689736223573E-2,8.4931373456333895E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4092254139462008E-2,7.4383741695551505E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0428304674849825E-2,6.9276021222117645E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0848244189083195E-3,5.797924270572615E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6440481849046703E-3,5.4714748081725287E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5135607599895426E-3,5.0927860048211764E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1807789109428173E-3,3.4504898638751814E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2539511882998069E-3,2.5796096996684919E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0515320971533058E-3,2.9289753669268766E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1195406111256285E-4,3.2363103618823986E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1327303995821336E-3,3.2289299029677592E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.2951828362496741E-2,4.3943379500189826E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-4.73302857142843E-3,-1.526147260381301E-2,3.3987149450432257E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1403306228780353E-2,2.5963761495197443E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-2.49817142857145E-3,-7.7376438365108343E-3,1.6725394304725385E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8237932097153326E-3,9.2273890305003307E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1825626664925537E-3,4.9849765429623024E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2701208148341607E-3,3.2309471550126957E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4850641681901297E-3,3.1149262070637862E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,7.7510000000002898E-4,-6.2610475319926917E-4,4.0128031759830812E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7064542439279218E-3,9.8814229389577232E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",508,508,46.435100548446073]
[null,"","LOW",586,586,53.564899451553927]
[null,"Class","HIGH",508,508,46.435100548446073]
[null,"","LOW",586,586,53.564899451553927]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.43784571428571E-2,-6.4834857142857102E-3,-8.6334391185410395E-3,1.075901902699565E-3]
[null,"X1165",470,0,470,-8.2040571428571296E-3,-4.7660714285714303E-3,-5.4865560182370847E-3,4.2163672008906517E-4]
[null,"X1403",470,0,470,-4.3352214285714202E-2,-2.1499342857142899E-2,-2.7460675440729481E-2,2.7785099293085838E-3]
[null,"X1411.5",470,0,470,-3.5611371428571501E-2,-2.3136199999999999E-2,-2.663613386018238E-2,1.5245054942995234E-3]
[null,"X1420",470,0,470,-2.21729285714286E-2,-1.7335199999999999E-2,-1.9786533282674795E-2,8.305390505745923E-4]
[null,"X1428.5",470,0,470,-1.6074671428571399E-2,-1.00569714285714E-2,-1.4103274255319148E-2,7.8707068374721354E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.4206857142857796E-3,-1.0451821945288769E-2,7.4143174985919012E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-6.0504285714285703E-3,-9.1105358358662611E-3,6.2022130660542498E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.66540118541033E-3,5.6930096451446972E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-7.9979714285713394E-3,-9.5270162917933075E-3,5.1688818701781472E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-6.2400714285714099E-3,-7.1906691185410349E-3,3.4717314608074813E-4]
[null,"X1479.5",470,0,470,-5.6625428571429604E-3,-3.6937857142856898E-3,-4.2623711246200652E-3,2.4805610460815262E-4]
[null,"X1488",470,0,470,-3.6272571428571702E-3,-1.41622857142853E-3,-2.0542258358662632E-3,2.9334438292252237E-4]
[null,"X1496.5",470,0,470,-2.12055714285719E-3,4.6331428571433402E-4,-3.1176337386018365E-4,3.3577149401131114E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,2.0183285714285302E-3,1.1299149240121523E-3,3.3859368910760024E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.3205900699088164E-2,4.8063742790228712E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-3.53902857142852E-3,-1.5508976686930088E-2,3.6927373873341628E-3]
[null,"X1930",470,0,470,-1.96508857142857E-2,-2.3396999999999398E-3,-1.1591735045592704E-2,2.8217922352994124E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-1.8199285714287599E-3,-7.841431519756829E-3,1.8074483974221212E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8668473252279605E-3,1.0002362468135026E-3]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.24745714285712E-3,-3.201366322188451E-3,5.3933118235783336E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-7.5404285714286701E-4,-2.2721272948328171E-3,3.4454314113596972E-4]
[null,"X1972.5",470,0,470,-2.15210000000005E-3,-6.1495714285708701E-4,-1.4778058662613942E-3,2.9585867198196364E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,5.9044285714288103E-4,-6.0341407294833035E-4,4.133466905276549E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.2347142857138701E-4,-3.7881779331306988E-3,9.9068997973060621E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",230,230,48.936170212765958]
[null,"","LOW",240,240,51.063829787234042]
[null,"Class","HIGH",230,230,48.936170212765958]
[null,"","LOW",240,240,51.063829787234042]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
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[null,"X1165",0.84117663593688841,1,0.71802246523348978,0.56039399861631067,2.6153228253357256E-2,-0.44286109277173646,-0.52394732003275624,-0.459749322478606,-0.27004782752021578,-7.281183954683064E-2,0.2149995591232868,0.70473278645236026,0.86214183283496659,0.84266160118868372,0.78090435314626183,-0.35881236151481044,-0.30985402172416854,-0.2850556412707328,-0.30299026043460187,-0.36829234549887424,-0.47481291687999178,-0.45966852356089094,-0.25440308025320213,3.2274554962470989E-2,-0.18974552170821632,-8.870056244671333E-2,8.8700562446713205E-2,-8.870056244671333E-2,8.8700562446713205E-2]
[null,"X1403",0.90073771917205536,0.71802246523348978,1,0.90636314882627034,0.32854014068748438,-0.36682790456257142,-0.56274854072454428,-0.41130177208500429,-2.484236218925143E-2,0.20067078970119326,0.34396039552080326,0.5845035653409244,0.64671547448313338,0.58294542825870044,0.49158363153330942,-0.28848328400736295,-0.24262870460699157,-0.22390593366208211,-0.25093007097325926,-0.32889978516238744,-0.44193048318601941,-0.43643120434978683,-0.26300955786032904,-3.7619348100460845E-2,-0.14516470593796443,-0.22126580293522757,0.22126580293522763,-0.22126580293522757,0.22126580293522763]
[null,"X1411.5",0.71671193164467584,0.56039399861631067,0.90636314882627034,1,0.68919308094615939,2.3221134048090702E-2,-0.24126438376006454,-0.11398682625436085,0.27611835654583167,0.5031341472697376,0.6037863461417059,0.60996601602073341,0.466817419398942,0.31636160102324268,0.17203828629746964,-7.1410985368180399E-2,-7.2434967132846251E-2,-6.2382629675245382E-2,-7.186433384516687E-2,-0.10990089648230322,-0.17032154771849337,-0.11861589506748278,-5.8512008614393006E-2,-3.0185886230989266E-3,-1.5221726379743171E-2,-0.28967206823202046,0.28967206823202046,-0.28967206823202046,0.28967206823202046]
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[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.75826409548431095]
[null,"R²Y cum",0.76324027413925366]
[null,"R²X cum",0.17669890653191908]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.3341003456821437,-0.18077890245519118]
[null,"X1165",-0.13258351900899615,-8.8700562446714024E-2]
[null,"X1403",-0.37962810345103426,-0.22126580293522988]
[null,"X1411.5",-0.53388919549500324,-0.28967206823202174]
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[null,"Obs1519",1,"LOW","LOW",0.4777486923094944,0.52225130769050732,0.48887618197165139,0.51112381802834861]
[null,"Obs1521",1,"LOW","LOW",0.30359010610521026,0.69640989389479224,0.40303867889192002,0.59696132110807998]
[null,"Obs1531",1,"LOW","LOW",0.31569396076489958,0.6843060392351028,0.40887643486317038,0.59112356513682973]
[null,"Obs1532",1,"LOW","LOW",3.4188810360459287E-2,0.96581118963954271,0.28259568487310477,0.71740431512689518]
[null,"Obs1534",1,"LOW","LOW",0.14773747459894371,0.85226252540105851,0.33080973048613965,0.66919026951386029]
[null,"Obs1545",1,"HIGH","LOW",0.36605697094996004,0.63394302905004185,0.43342613811191794,0.56657386188808212]
[null,"Obs1546",1,"LOW","LOW",-5.5333901507019556E-2,1.0553339015070216,0.24774641039937884,0.75225358960062116]
[null,"Obs1547",1,"LOW","LOW",0.46732455253203514,0.53267544746796636,0.48366808829732794,0.51633191170267212]
[null,"Obs1552",1,"LOW","LOW",0.16358467833968476,0.83641532166031807,0.33786330245216095,0.66213669754783899]
[null,"Obs1557",1,"LOW","LOW",0.33423498976257965,0.66576501023742241,0.41786839224403288,0.58213160775596706]
[null,"Obs1561",1,"LOW","LOW",-0.17951291153844176,1.1795129115384435,0.20439867717751822,0.79560132282248175]
[null,"Obs1563",1,"LOW","LOW",-0.14109656729862155,1.1410965672986233,0.21717713480748857,0.78282286519251143]
[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",491,17,508,0.96653543307086609]
[null,"LOW",20,566,586,0.96587030716723554]
[null,"Total",511,583,1094,0.96617915904936014]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99307328478138113]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",223,7,230,0.9695652173913043]
[null,"LOW",8,232,240,0.96666666666666667]
[null,"Total",231,239,470,0.96808510638297873]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[442,2.4112825377252451,-0.74496755966238526,0.6671006933369733]
[443,2.4238740914470474,-0.75330811643097972,0.65766775937338562]
[444,2.4364656451688504,-0.76152923986604526,0.64813055538914632]
[445,2.4490571988906535,-0.76962962654849454,0.63849059346150505]
[446,2.4616487526124557,-0.77760799220146415,0.62874940195948303]
[447,2.4742403063342588,-0.78546307189393294,0.61890852530155571]
[448,2.4868318600560619,-0.79319362024126616,0.60896952371079627]
[449,{"$f":"-3.14159265358979+(A449-1)*0.0125915537218028","v":2.4994234137778641},{"$f":"1*COS(B449)+0","v":-0.80079841160266774},{"$f":"1*SIN(B449)+0+0*COS(B449)","v":0.59893397296750861}]
[450,2.5120149674996672,-0.80827624027550105,0.588803464159392]
[451,2.5246065212214703,-0.81562592068644368,0.57857960342928716]
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[457,2.6001558435522871,-0.85696908052789589,0.51536782497471911]
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[460,2.6379305047176955,-0.87582095334935095,0.48263615454525777]
[461,2.6505220584394977,-0.88182850325945983,0.47157023956053545]
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[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2]
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{"sheet":"PLS-DA9","index":4,"n_rows":7560,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:32:01"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.6651571428571303E-3,-8.6090234134238806E-3,1.0490000358188956E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4820238051710608E-3,4.167791511693168E-4]
[null,"X1403",1094,0,1094,-4.3352214285714202E-2,-2.1819114285714401E-2,-2.7468480151475551E-2,2.740105203386094E-3]
[null,"X1411.5",1094,0,1094,-3.5611371428571501E-2,-2.2898085714285799E-2,-2.667104762340039E-2,1.5405678221102649E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9814076991381564E-2,8.4394554871785167E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4111652911987451E-2,7.6179327789498879E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0445786719770186E-2,7.033056465580612E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0999387307390874E-3,5.8799408811496237E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6588614651344981E-3,5.5395026533209472E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5251378819535115E-3,5.136726896306917E-4]
[null,"X1471",1094,0,1094,-8.3399857142857393E-3,-5.9522714285714703E-3,-7.1866277095847496E-3,3.4252906479057124E-4]
[null,"X1479.5",1094,0,1094,-5.6625428571429604E-3,-3.5864142857143801E-3,-4.2538629407155894E-3,2.4791730388849131E-4]
[null,"X1488",1094,0,1094,-3.7301857142856298E-3,-1.40075714285726E-3,-2.0462021415513184E-3,2.9022205516323647E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,4.9461428571434497E-4,-3.0411768085662104E-4,3.2955707719833308E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0183285714285302E-3,1.1399867589448884E-3,3.328987251467818E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3120066153042601E-2,4.5681967786655583E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5404122355706458E-2,3.5126278114182823E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1511572277357005E-2,2.6856464436451478E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.79903000783493E-3,1.7243493550331414E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8494516453382059E-3,9.4835929687898859E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1962082658657659E-3,5.1473048206531868E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2766205536693604E-3,3.3220142979729721E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4822184774092449E-3,3.0418102632956987E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1096508226691137E-4,4.0926954784324053E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7088261425959764E-3,9.9196980871512383E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",539,539,49.268738574040221]
[null,"","LOW",555,555,50.731261425959779]
[null,"Class","HIGH",539,539,49.268738574040221]
[null,"","LOW",555,555,50.731261425959779]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.49444857142857E-2,-6.4834857142857102E-3,-8.6383650455926966E-3,1.1104046309824516E-3]
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[null,"X1420",470,0,470,-2.25915428571428E-2,-1.6336557142857099E-2,-1.9750716990881451E-2,8.4158669068565436E-4]
[null,"X1428.5",470,0,470,-1.61008714285714E-2,-1.1703157142857201E-2,-1.4058120516717326E-2,7.446824931674718E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-8.1799285714284596E-3,-1.0411129696048634E-2,7.1760505167185902E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.4085857142857604E-3,-9.0753548632218819E-3,6.0199109315304763E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.1390571428571808E-3,-9.6309209118540899E-3,5.5355158147078331E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.0929428571428503E-3,-9.5000686930091071E-3,5.0634411008833096E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.2400714285714099E-3,-7.1770551063829804E-3,3.5294678610959417E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.69698571428567E-3,-4.2625765349544051E-3,2.708675481488303E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.43631428571422E-3,-2.0666321580547161E-3,2.9899714466439077E-4]
[null,"X1496.5",470,0,470,-2.1657714285713801E-3,5.5757142857154596E-4,-3.3000379939209949E-4,3.2132832651981917E-4]
[null,"X1505",470,0,470,-3.3677142857147001E-4,2.0514285714286502E-3,1.1130245896656553E-3,3.1440377201591451E-4]
[null,"X1913",470,0,470,-3.62494142857143E-2,-9.7763428571426801E-3,-2.281430039513677E-2,4.4101633123189354E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-5.3916142857144403E-3,-1.5176936626139823E-2,3.4363201974948175E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-4.16030000000001E-3,-1.1339728541033427E-2,2.6206505058820467E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-3.0726142857141498E-3,-7.6985454103343422E-3,1.6903235570702789E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-2.0010571428571398E-3,-4.8071232218844968E-3,9.4275993679176476E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.2006714285715001E-3,-3.1696040121580549E-3,5.022936942276205E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-1.3017857142857399E-3,-2.2569981155015155E-3,3.2331945578284579E-4]
[null,"X1972.5",470,0,470,-2.1454142857141902E-3,-1.2505714285704399E-4,-1.4844296656534972E-3,3.1314004717754708E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,6.1931428571421199E-4,-6.3865407294833075E-4,3.9444579463862291E-4]
[null,"X2474",470,0,470,-7.3984000000000298E-3,-1.8200000000023799E-4,-3.7826569604863238E-3,9.8217346020273077E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",199,199,42.340425531914896]
[null,"","LOW",271,271,57.659574468085104]
[null,"Class","HIGH",199,199,42.340425531914896]
[null,"","LOW",271,271,57.659574468085104]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.83804273011180708,0.90367355094700663,0.7111057372978119,6.3181406824760089E-2,-0.48215338066705427,-0.59369623480505129,-0.46310910650680082,-0.15531941025319695,3.7136476961596748E-2,0.19840249221958192,0.54328090696507225,0.67708456227918457,0.65221033049097199,0.60879588028082376,-0.20102631411984995,-0.1329907979561053,-0.10884876369372321,-0.14415215244956112,-0.24171864211545899,-0.40399396991752057,-0.51532884019413072,-0.46593997755742639,-0.19298682439830675,-0.11702302884267239,-0.12874075360863141,0.12874075360863096,-0.12874075360863141,0.12874075360863096]
[null,"X1165",0.83804273011180708,1,0.71204306066396428,0.54528981309678526,-1.2405669287355566E-2,-0.4415873417445465,-0.50862530546807139,-0.4534242925639716,-0.28889736566573204,-0.10507060736945575,0.18070213067762844,0.70528036617531353,0.86220426044118403,0.83808752828170041,0.78264145773504412,-0.36149272412752242,-0.31770566962277108,-0.29226251707330264,-0.30768792957994251,-0.36871050545507161,-0.47132845207990887,-0.44751657065433992,-0.24171902474582327,7.3317051014824192E-2,-0.21789064047690482,-5.629175757944959E-2,5.6291757579449549E-2,-5.629175757944959E-2,5.6291757579449549E-2]
[null,"X1403",0.90367355094700663,0.71204306066396428,1,0.89426793889138445,0.26754613014251455,-0.39143109106966412,-0.57111694582186034,-0.43241985640780811,-6.7583415777245637E-2,0.14617058575385902,0.28448593669281969,0.55289582510089019,0.63304714982550481,0.57621894982423594,0.50401656633854863,-0.29369799104768951,-0.25059874204227461,-0.23295394626112947,-0.26194309187260301,-0.33613477649352719,-0.44118485613600938,-0.43955514938927637,-0.27917446822529302,-1.6582000736758192E-2,-0.16915409505266696,-0.16013454234015159,0.16013454234015173,-0.16013454234015159,0.16013454234015173]
[null,"X1411.5",0.7111057372978119,0.54528981309678526,0.89426793889138445,1,0.66245019561607188,2.3826851883162262E-2,-0.22680702474674447,-0.11472759671927289,0.25925920186121221,0.47876766281120603,0.57363908306141675,0.57593066053660025,0.4271483021264082,0.2836157941553058,0.15954040663618435,-4.1481885917121916E-2,-4.4279908147336101E-2,-3.5255829218328281E-2,-4.9103677413592672E-2,-8.5549538209953216E-2,-0.13768337626013025,-9.5775763338544012E-2,-7.7815807420294647E-2,-1.7479411270571281E-2,-1.4955866658658791E-2,-0.24433788746700863,0.24433788746700882,-0.24433788746700863,0.24433788746700882]
[null,"X1420",6.3181406824760089E-2,-1.2405669287355566E-2,0.26754613014251455,0.66245019561607188,1,0.75347369960773125,0.53073352527713014,0.56101183230925722,0.7642823513474416,0.86583647673884767,0.8282366389776169,0.35668817129431307,-0.1314919850714644,-0.3628716337321965,-0.5151325874538274,0.5031837984385874,0.4348014411469559,0.42558179592428669,0.44137538258594716,0.4786006575198955,0.52092701495168547,0.54442454393358142,0.22376325707971773,-0.11891251595663557,0.31841038234496105,-0.25244259399373592,0.25244259399373575,-0.25244259399373592,0.25244259399373575]
[null,"X1428.5",-0.48215338066705427,-0.4415873417445465,-0.39143109106966412,2.3826851883162262E-2,0.75347369960773125,1,0.94795704335303088,0.91440285133015209,0.86080804757317875,0.79860625927006168,0.68395195722837443,7.8813450317112455E-2,-0.46303730981655145,-0.66611825118709289,-0.77277066638861192,0.74538650668665341,0.66787689239701797,0.65080468219808918,0.68373834602878436,0.75867370539885803,0.84482172486346951,0.80053637160767122,0.31725034774166733,-0.19196552728148339,0.46971016697223478,-9.448342553739951E-2,9.4483425537399357E-2,-9.448342553739951E-2,9.4483425537399357E-2]
[null,"X1437",-0.59369623480505129,-0.50862530546807139,-0.57111694582186034,-0.22680702474674447,0.53073352527713014,0.94795704335303088,1,0.97053364967996392,0.82146408521506575,0.6943003753116167,0.58661607382252223,5.1833143467297241E-2,-0.44247371176228428,-0.61972384502281896,-0.7029176097814418,0.73190780593394444,0.67022802200162446,0.65577101955133621,0.69291439841942382,0.77030252810470634,0.85227536077113752,0.77092909826223133,0.28957120005264531,-0.19701367900063604,0.46617277408768665,2.0954035016568017E-2,-2.0954035016567982E-2,2.0954035016568017E-2,-2.0954035016567982E-2]
[null,"X1445.5",-0.46310910650680082,-0.4534242925639716,-0.43241985640780811,-0.11472759671927289,0.56101183230925722,0.91440285133015209,0.97053364967996392,1,0.91149265371447541,0.79083627425517078,0.68243103238467084,0.16095328901742673,-0.34862714687489599,-0.5483758788266051,-0.64684790234882583,0.74468318717861781,0.69752153096382075,0.68733314161429271,0.72184942313929823,0.78798972275453616,0.84479247233010546,0.72269945653887713,0.21761451598124748,-0.24881425494813125,0.48095398893413599,3.7591705397010323E-2,-3.759170539701024E-2,3.7591705397010323E-2,-3.759170539701024E-2]
[null,"X1454",-0.15531941025319695,-0.28889736566573204,-6.7583415777245637E-2,0.25925920186121221,0.7642823513474416,0.86080804757317875,0.82146408521506575,0.91149265371447541,1,0.96263213128507796,0.85173166818388812,0.29830414924439991,-0.23986922439683511,-0.47624548389191268,-0.60756061544629092,0.75855918626971408,0.72091544320021617,0.71479753181751715,0.73770103226243866,0.77782342173995933,0.79447700697188772,0.642562626742604,0.10719536515596804,-0.33552976182810901,0.48657860980612266,-6.3572864682607519E-2,6.3572864682607477E-2,-6.3572864682607519E-2,6.3572864682607477E-2]
[null,"X1462.5",3.7136476961596748E-2,-0.10507060736945575,0.14617058575385902,0.47876766281120603,0.86583647673884767,0.79860625927006168,0.6943003753116167,0.79083627425517078,0.96263213128507796,1,0.93347812082586745,0.42133720561909987,-0.11598878995214941,-0.36373740120956272,-0.51466726899345638,0.706604974903843,0.67028231426091212,0.66795343018901931,0.68584825422429052,0.71137338036373265,0.70845609953078148,0.574353431455906,6.9950580671875456E-2,-0.33053668853602725,0.44831848078190212,-0.13755660134465725,0.13755660134465705,-0.13755660134465725,0.13755660134465705]
[null,"X1471",0.19840249221958192,0.18070213067762844,0.28448593669281969,0.57363908306141675,0.8282366389776169,0.68395195722837443,0.58661607382252223,0.68243103238467084,0.85173166818388812,0.93347812082586745,1,0.69791367962049911,0.1926755536120415,-7.3945451621653988E-2,-0.24449440567815642,0.54243523962619045,0.51449808586168977,0.52015300888928773,0.54088087365308635,0.56150143474929382,0.54794845157009053,0.46043669278722693,7.4733608166212828E-2,-0.21542514097868654,0.3451637673707168,-0.11220239643645297,0.11220239643645291,-0.11220239643645297,0.11220239643645291]
[null,"X1479.5",0.54328090696507225,0.70528036617531353,0.55289582510089019,0.57593066053660025,0.35668817129431307,7.8813450317112455E-2,5.1833143467297241E-2,0.16095328901742673,0.29830414924439991,0.42133720561909987,0.69791367962049911,1,0.82022146137918694,0.62552903830385687,0.47895720573079992,-6.4911687647546082E-2,-4.7610341527058349E-2,-2.5964957036329554E-2,-1.3034102028299676E-2,-2.2182908361690689E-2,-6.5121478079300452E-2,-4.441790673561069E-2,-1.0131619849194841E-2,8.8396229864566633E-2,-1.3528529449154473E-2,2.8976408347940557E-2,-2.8976408347940595E-2,2.8976408347940557E-2,-2.8976408347940595E-2]
[null,"X1488",0.67708456227918457,0.86220426044118403,0.63304714982550481,0.4271483021264082,-0.1314919850714644,-0.46303730981655145,-0.44247371176228428,-0.34862714687489599,-0.23986922439683511,-0.11598878995214941,0.1926755536120415,0.82022146137918694,1,0.95186493660341143,0.87763652481055765,-0.50938696178492671,-0.45656373166928887,-0.43033440257506084,-0.43362413816502621,-0.474167709516714,-0.53859160889408497,-0.4656851461553097,-0.12459612851346928,0.25115587332450307,-0.28821263564537153,0.10688475179632827,-0.1068847517963281,0.10688475179632827,-0.1068847517963281]
[null,"X1496.5",0.65221033049097199,0.83808752828170041,0.57621894982423594,0.2836157941553058,-0.3628716337321965,-0.66611825118709289,-0.61972384502281896,-0.5483758788266051,-0.47624548389191268,-0.36373740120956272,-7.3945451621653988E-2,0.62552903830385687,0.95186493660341143,1,0.97732668105198128,-0.64720466993098358,-0.58323753307337767,-0.55719297699490655,-0.56733439528862983,-0.6186414479025365,-0.6912438589517319,-0.61195134850702748,-0.17800279835441582,0.28365427585697961,-0.37668268466169186,0.12648927981808433,-0.12648927981808444,0.12648927981808433,-0.12648927981808444]
[null,"X1505",0.60879588028082376,0.78264145773504412,0.50401656633854863,0.15954040663618435,-0.5151325874538274,-0.77277066638861192,-0.7029176097814418,-0.64684790234882583,-0.60756061544629092,-0.51466726899345638,-0.24449440567815642,0.47895720573079992,0.87763652481055765,0.97732668105198128,1,-0.69660559039060566,-0.62497031891858112,-0.60024276928746034,-0.61571884939620891,-0.6729675455430344,-0.75086081512527403,-0.68499461784225257,-0.22208992152459775,0.27548561666585614,-0.41335890294844707,0.14110602781998027,-0.14110602781998019,0.14110602781998027,-0.14110602781998019]
[null,"X1913",-0.20102631411984995,-0.36149272412752242,-0.29369799104768951,-4.1481885917121916E-2,0.5031837984385874,0.74538650668665341,0.73190780593394444,0.74468318717861781,0.75855918626971408,0.706604974903843,0.54243523962619045,-6.4911687647546082E-2,-0.50938696178492671,-0.64720466993098358,-0.69660559039060566,1,0.98936098648685733,0.98232643851799606,0.98345301768144144,0.97413191656552767,0.88721377626217535,0.5309246977447476,-0.23928973246678006,-0.73610688732518914,0.59457153254457462,-0.14777276439463727,0.14777276439463718,-0.14777276439463727,0.14777276439463718]
[null,"X1921.5",-0.1329907979561053,-0.31770566962277108,-0.25059874204227461,-4.4279908147336101E-2,0.4348014411469559,0.66787689239701797,0.67022802200162446,0.69752153096382075,0.72091544320021617,0.67028231426091212,0.51449808586168977,-4.7610341527058349E-2,-0.45656373166928887,-0.58323753307337767,-0.62497031891858112,0.98936098648685733,1,0.99643926440691211,0.98774448844945573,0.95723036268967809,0.84468417611227464,0.44151186610838861,-0.34126455372708941,-0.79967929058928,0.58744555827175793,-0.13785801573027301,0.13785801573027295,-0.13785801573027301,0.13785801573027295]
[null,"X1930",-0.10884876369372321,-0.29226251707330264,-0.23295394626112947,-3.5255829218328281E-2,0.42558179592428669,0.65080468219808918,0.65577101955133621,0.68733314161429271,0.71479753181751715,0.66795343018901931,0.52015300888928773,-2.5964957036329554E-2,-0.43033440257506084,-0.55719297699490655,-0.60024276928746034,0.98232643851799606,0.99643926440691211,1,0.99140484459039269,0.95079746540301591,0.82431924231414633,0.42653979142148785,-0.35971557929619113,-0.80954514672473687,0.58662428573836578,-0.13900509334463187,0.13900509334463212,-0.13900509334463187,0.13900509334463212]
[null,"X1938.5",-0.14415215244956112,-0.30768792957994251,-0.26194309187260301,-4.9103677413592672E-2,0.44137538258594716,0.68373834602878436,0.69291439841942382,0.72184942313929823,0.73770103226243866,0.68584825422429052,0.54088087365308635,-1.3034102028299676E-2,-0.43362413816502621,-0.56733439528862983,-0.61571884939620891,0.98345301768144144,0.98774448844945573,0.99140484459039269,1,0.97098257247407183,0.83870383695461725,0.44279789384726359,-0.30986603060897389,-0.7718930185743238,0.5877397501876267,-0.12407589224299011,0.12407589224299011,-0.12407589224299011,0.12407589224299011]
[null,"X1947",-0.24171864211545899,-0.36871050545507161,-0.33613477649352719,-8.5549538209953216E-2,0.4786006575198955,0.75867370539885803,0.77030252810470634,0.78798972275453616,0.77782342173995933,0.71137338036373265,0.56150143474929382,-2.2182908361690689E-2,-0.474167709516714,-0.6186414479025365,-0.6729675455430344,0.97413191656552767,0.95723036268967809,0.95079746540301591,0.97098257247407183,1,0.90633261966725909,0.51218493371281504,-0.21755188114023777,-0.66580101779678169,0.57970890514671725,-9.229120440706709E-2,9.229120440706709E-2,-9.229120440706709E-2,9.229120440706709E-2]
[null,"X1955.5",-0.40399396991752057,-0.47132845207990887,-0.44118485613600938,-0.13768337626013025,0.52092701495168547,0.84482172486346951,0.85227536077113752,0.84479247233010546,0.79447700697188772,0.70845609953078148,0.54794845157009053,-6.5121478079300452E-2,-0.53859160889408497,-0.6912438589517319,-0.75086081512527403,0.88721377626217535,0.84468417611227464,0.82431924231414633,0.83870383695461725,0.90633261966725909,1,0.73159379512454081,-8.1607164172222916E-3,-0.49806193122999853,0.53440796608943353,-5.913941798945721E-2,5.9139417989457328E-2,-5.913941798945721E-2,5.9139417989457328E-2]
[null,"X1964",-0.51532884019413072,-0.44751657065433992,-0.43955514938927637,-9.5775763338544012E-2,0.54442454393358142,0.80053637160767122,0.77092909826223133,0.72269945653887713,0.642562626742604,0.574353431455906,0.46043669278722693,-4.441790673561069E-2,-0.4656851461553097,-0.61195134850702748,-0.68499461784225257,0.5309246977447476,0.44151186610838861,0.42653979142148785,0.44279789384726359,0.51218493371281504,0.73159379512454081,1,0.51709913178790545,-6.7228322644679331E-2,0.33875503863921524,-5.6378491920915444E-2,5.6378491920915659E-2,-5.6378491920915444E-2,5.6378491920915659E-2]
[null,"X1972.5",-0.46593997755742639,-0.24171902474582327,-0.27917446822529302,-7.7815807420294647E-2,0.22376325707971773,0.31725034774166733,0.28957120005264531,0.21761451598124748,0.10719536515596804,6.9950580671875456E-2,7.4733608166212828E-2,-1.0131619849194841E-2,-0.12459612851346928,-0.17800279835441582,-0.22208992152459775,-0.23928973246678006,-0.34126455372708941,-0.35971557929619113,-0.30986603060897389,-0.21755188114023777,-8.1607164172222916E-3,0.51709913178790545,1,0.70154063174391512,-0.11060936714425169,6.6976219305841564E-2,-6.6976219305841578E-2,6.6976219305841564E-2,-6.6976219305841578E-2]
[null,"X1981",-0.19298682439830675,7.3317051014824192E-2,-1.6582000736758192E-2,-1.7479411270571281E-2,-0.11891251595663557,-0.19196552728148339,-0.19701367900063604,-0.24881425494813125,-0.33552976182810901,-0.33053668853602725,-0.21542514097868654,8.8396229864566633E-2,0.25115587332450307,0.28365427585697961,0.27548561666585614,-0.73610688732518914,-0.79967929058928,-0.80954514672473687,-0.7718930185743238,-0.66580101779678169,-0.49806193122999853,-6.7228322644679331E-2,0.70154063174391512,1,-0.41952216288569949,0.17007910462217898,-0.17007910462217898,0.17007910462217898,-0.17007910462217898]
[null,"X2474",-0.11702302884267239,-0.21789064047690482,-0.16915409505266696,-1.4955866658658791E-2,0.31841038234496105,0.46971016697223478,0.46617277408768665,0.48095398893413599,0.48657860980612266,0.44831848078190212,0.3451637673707168,-1.3528529449154473E-2,-0.28821263564537153,-0.37668268466169186,-0.41335890294844707,0.59457153254457462,0.58744555827175793,0.58662428573836578,0.5877397501876267,0.57970890514671725,0.53440796608943353,0.33875503863921524,-0.11060936714425169,-0.41952216288569949,1,-8.264403929928725E-2,8.2644039299287195E-2,-8.264403929928725E-2,8.2644039299287195E-2]
[null,"Class-HIGH",-0.12874075360863141,-5.629175757944959E-2,-0.16013454234015159,-0.24433788746700863,-0.25244259399373592,-9.448342553739951E-2,2.0954035016568017E-2,3.7591705397010323E-2,-6.3572864682607519E-2,-0.13755660134465725,-0.11220239643645297,2.8976408347940557E-2,0.10688475179632827,0.12648927981808433,0.14110602781998027,-0.14777276439463727,-0.13785801573027301,-0.13900509334463187,-0.12407589224299011,-9.229120440706709E-2,-5.913941798945721E-2,-5.6378491920915444E-2,6.6976219305841564E-2,0.17007910462217898,-8.264403929928725E-2,1,-0.99999999999999978,1,-0.99999999999999978]
[null,"Class-LOW",0.12874075360863096,5.6291757579449549E-2,0.16013454234015173,0.24433788746700882,0.25244259399373575,9.4483425537399357E-2,-2.0954035016567982E-2,-3.759170539701024E-2,6.3572864682607477E-2,0.13755660134465705,0.11220239643645291,-2.8976408347940595E-2,-0.1068847517963281,-0.12648927981808444,-0.14110602781998019,0.14777276439463718,0.13785801573027295,0.13900509334463212,0.12407589224299011,9.229120440706709E-2,5.9139417989457328E-2,5.6378491920915659E-2,-6.6976219305841578E-2,-0.17007910462217898,8.2644039299287195E-2,-0.99999999999999978,1,-0.99999999999999978,1]
[null,"HIGH",-0.12874075360863141,-5.629175757944959E-2,-0.16013454234015159,-0.24433788746700863,-0.25244259399373592,-9.448342553739951E-2,2.0954035016568017E-2,3.7591705397010323E-2,-6.3572864682607519E-2,-0.13755660134465725,-0.11220239643645297,2.8976408347940557E-2,0.10688475179632827,0.12648927981808433,0.14110602781998027,-0.14777276439463727,-0.13785801573027301,-0.13900509334463187,-0.12407589224299011,-9.229120440706709E-2,-5.913941798945721E-2,-5.6378491920915444E-2,6.6976219305841564E-2,0.17007910462217898,-8.264403929928725E-2,1,-0.99999999999999978,1,-0.99999999999999978]
[null,"LOW",0.12874075360863096,5.6291757579449549E-2,0.16013454234015173,0.24433788746700882,0.25244259399373575,9.4483425537399357E-2,-2.0954035016567982E-2,-3.759170539701024E-2,6.3572864682607477E-2,0.13755660134465705,0.11220239643645291,-2.8976408347940595E-2,-0.1068847517963281,-0.12648927981808444,-0.14110602781998019,0.14777276439463718,0.13785801573027295,0.13900509334463212,0.12407589224299011,9.229120440706709E-2,5.9139417989457328E-2,5.6378491920915659E-2,-6.6976219305841578E-2,-0.17007910462217898,8.2644039299287195E-2,-0.99999999999999978,1,-0.99999999999999978,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1","Comp2"]
[null,"Q² cum",0.69713258712221371,0.93291109889566504]
[null,"R²Y cum",0.705544049024449,0.93507851158680344]
[null,"R²X cum",0.22542080830553329,0.56566249666591362]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,"X961",-0.14423112018687154,-0.40962529017295579,-0.12874075360863041,-0.12874075360863108]
[null,"X1165",3.9344267483551756E-2,-0.44331961070735471,-5.6291757579449049E-2,-5.6291757579449299E-2]
[null,"X1403",-0.18135908554143984,-0.43095007971230498,-0.16013454234015026,-0.16013454234015082]
[null,"X1411.5",-0.40879431182539921,-0.18454827415260766,-0.24433788746700649,-0.24433788746700708]
[null,"X1420",-0.62333820071647827,0.40409125396884016,-0.25244259399373326,-0.25244259399373414]
[null,"X1428.5",-0.47371233536719876,0.75403291948049578,-9.4483425537398164E-2,-9.4483425537398524E-2]
[null,"X1437",-0.31729903207496046,0.8179517796791983,2.0954035016567819E-2,2.0954035016567864E-2]
[null,"X1445.5",-0.34073224167570204,0.83827833312419409,3.7591705397009956E-2,3.7591705397010095E-2]
[null,"X1454",-0.51506658053465293,0.75668119237744158,-6.3572864682607005E-2,-6.35728646826072E-2]
[null,"X1462.5",-0.59278048125091665,0.64368310877384993,-0.137556601344656,-0.13755660134465672]
[null,"X1471",-0.50525763932817414,0.52218433772824091,-0.11220239643645172,-0.1122023964364522]
[null,"X1479.5",-7.6450836317048493E-2,3.9480049933057364E-2,2.8976408347940321E-2,2.8976408347940415E-2]
[null,"X1488",0.25373302178710089,-0.38132469586915579,0.10688475179632724,0.10688475179632774]
[null,"X1496.5",0.37814254088419436,-0.53365984280903256,0.12648927981808319,0.12648927981808322]
[null,"X1505",0.44678850229195133,-0.59833902155436824,0.14110602781997911,0.14110602781997983]
[null,"X1913",-0.59443957542580939,0.73432036965008529,-0.14777276439463619,-0.14777276439463652]
[null,"X1921.5",-0.57744139812742046,0.70487996680046394,-0.13785801573027168,-0.1378580157302724]
[null,"X1930",-0.57672003078652856,0.69510134999700446,-0.1390050933446309,-0.13900509334463135]
[null,"X1938.5",-0.56417184444363677,0.72108927191201899,-0.12407589224298905,-0.12407589224298946]
[null,"X1947",-0.53274932362253535,0.77224173088448933,-9.2291204407066285E-2,-9.229120440706659E-2]
[null,"X1955.5",-0.46977611924735924,0.79832131926770078,-5.9139417989456586E-2,-5.9139417989456843E-2]
[null,"X1964",-0.31541635429889597,0.60106821433926971,-5.6378491920915118E-2,-5.6378491920915312E-2]
[null,"X1972.5",0.16294067521041186,6.4990746212062384E-2,6.6976219305840898E-2,6.6976219305841078E-2]
[null,"X1981",0.48109530546587237,-0.34716007569388974,0.17007910462217762,0.17007910462217821]
[null,"X2474",-0.37241052705431793,0.48112889119409258,-8.2644039299286431E-2,-8.2644039299286778E-2]
[null,"Class-HIGH",0.83996669518764167,0.47909755015273703,0.99999999999999756,0.99999999999997924]
[null,"Class-LOW",-0.83996669518764211,-0.47909755015273708,-0.99999999999999734,-0.99999999999997913]
[null,"HIGH",0.83996669518764167,0.47909755015273703,0.99999999999999756,0.99999999999997924]
[null,"LOW",-0.83996669518764211,-0.47909755015273708,-0.99999999999999734,-0.99999999999997913]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1","w2"]
[null,"X961",-8.3200380043896113E-2,-5.5075656342510352E-3]
[null,"X1165",-3.637927767757819E-2,-6.4815822345572496E-2]
[null,"X1403",-0.10348902276398324,-5.6581316350511066E-3]
[null,"X1411.5",-0.15790652552941806,7.1850325249953273E-2]
[null,"X1420",-0.16314429713061424,0.19671235820395036]
[null,"X1428.5",-6.1061137924189685E-2,0.22013032629076637]
[null,"X1437",1.3541816619556302E-2,0.20856260237480204]
[null,"X1445.5",2.4294126668214171E-2,0.23491329985201367]
[null,"X1454",-4.1084787480360874E-2,0.26775698382326624]
[null,"X1462.5",-8.8897735865474101E-2,0.26144031833192055]
[null,"X1471",-7.2512252442826095E-2,0.22649878190555045]
[null,"X1479.5",1.8726379326508336E-2,6.7611121587597356E-2]
[null,"X1488",6.9075655696300031E-2,-7.7078863991880214E-2]
[null,"X1496.5",8.1745335935626745E-2,-0.13867034538081385]
[null,"X1505",9.1191598713150759E-2,-0.16989841900272581]
[null,"X1913",-9.5500063601823143E-2,0.25503954508330101]
[null,"X1921.5",-8.9092528817441299E-2,0.25187408068763317]
[null,"X1930",-8.9833842587785179E-2,0.2506022792053158]
[null,"X1938.5",-8.0185652946264743E-2,0.25378659812069226]
[null,"X1947",-5.9644386615289147E-2,0.25769763089409337]
[null,"X1955.5",-3.8219615113141397E-2,0.24337366114238121]
[null,"X1964",-3.643533086952052E-2,0.15131062928194672]
[null,"X1972.5",4.3284249501051066E-2,-5.0704059046296046E-2]
[null,"X1981",0.10991582498505838,-0.16978487497120656]
[null,"X2474",-5.3409781171285517E-2,0.16698696679427158]
[null,"Class-HIGH",0.64626295645918319,0.21362752675976171]
[null,"Class-LOW",-0.64626295645918319,-0.21362752675976171]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1","w*2"]
[null,"X961",-8.3200380043896113E-2,-7.9621129320934375E-2]
[null,"X1165",-3.637927767757819E-2,-9.7221899236209608E-2]
[null,"X1403",-0.10348902276398324,-9.7844492748359338E-2]
[null,"X1411.5",-0.15790652552941806,-6.8810274259243173E-2]
[null,"X1420",-0.16314429713061424,5.1386035786556331E-2]
[null,"X1428.5",-6.1061137924189685E-2,0.16573804428510516]
[null,"X1437",1.3541816619556302E-2,0.22062543535630233]
[null,"X1445.5",2.4294126668214171E-2,0.25655411811615014]
[null,"X1454",-4.1084787480360874E-2,0.23115931429491701]
[null,"X1462.5",-8.8897735865474101E-2,0.18225164148703482]
[null,"X1471",-7.2512252442826095E-2,0.16190603080692714]
[null,"X1479.5",1.8726379326508336E-2,8.4292279847979421E-2]
[null,"X1488",6.9075655696300031E-2,-1.5547378138736901E-2]
[null,"X1496.5",8.1745335935626745E-2,-6.5852911641232442E-2]
[null,"X1505",9.1191598713150759E-2,-8.8666405935576398E-2]
[null,"X1913",-9.5500063601823143E-2,0.16996962061779033]
[null,"X1921.5",-8.9092528817441299E-2,0.17251188540636869]
[null,"X1930",-8.9833842587785179E-2,0.17057973351097375]
[null,"X1938.5",-8.0185652946264743E-2,0.18235850496467707]
[null,"X1947",-5.9644386615289147E-2,0.20456736822422114]
[null,"X1955.5",-3.8219615113141397E-2,0.20932824119028642]
[null,"X1964",-3.643533086952052E-2,0.11885462110723774]
[null,"X1972.5",4.3284249501051066E-2,-1.2147144037807627E-2]
[null,"X1981",0.10991582498505838,-7.1873621550170075E-2]
[null,"X2474",-5.3409781171285517E-2,0.11941039062669323]
[null,"Class-HIGH",0.64626295645918319,0.78930819981211764]
[null,"Class-LOW",-0.64626295645918319,-0.78930819981211764]
[]
[]
[null,"c vectors:"]
[]
[null,"Variable","c1","c2"]
[null,"HIGH",0.45596698303472227,0.16652704549142647]
[null,"LOW",-0.45596698303472255,-0.1665270454914265]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"p vectors:"]
[]
[null,"Variable","p1","p2"]
[null,"X961",-7.8294328939595592E-2,-0.14237954109622133]
[null,"X1165",2.1357616970966498E-2,-0.15409117612054102]
[null,"X1403",-9.8448849881831738E-2,-0.14979171466417671]
[null,"X1411.5",-0.2219096425045082,-6.4146182411865899E-2]
[null,"X1420",-0.33837250979039352,0.14045599400561282]
[null,"X1428.5",-0.25714970084077227,0.26209041195124194]
[null,"X1437",-0.17224240342378985,0.28430763877003085]
[null,"X1445.5",-0.18496287192055988,0.29137284060447899]
[null,"X1454",-0.27959841281079867,0.26301091146338262]
[null,"X1462.5",-0.32178457692000639,0.22373449061192902]
[null,"X1471",-0.27427373344635791,0.18150335967290773]
[null,"X1479.5",-4.1500523039403076E-2,1.3722666853775548E-2]
[null,"X1488",0.13773627109668055,-0.13254268354276305]
[null,"X1496.5",0.2052706547912985,-0.18549207127457812]
[null,"X1505",0.24253438453194098,-0.2079735732940288]
[null,"X1913",-0.32268519853968541,0.25523862846515594]
[null,"X1921.5",-0.31345791885795432,0.24500559074024617]
[null,"X1930",-0.31306633227247338,0.24160669177957772]
[null,"X1938.5",-0.30625468283195867,0.25063969946995224]
[null,"X1947",-0.28919730174741143,0.26841951875642378]
[null,"X1955.5",-0.25501296780240468,0.27748438832151379]
[null,"X1964",-0.17122041182519812,0.2089221993325073]
[null,"X1972.5",8.8450611809954005E-2,2.2589798147637296E-2]
[null,"X1981",0.26115746760225766,-0.12066757949284657]
[null,"X2474",-0.2021590920737574,0.16723310884302278]
[null,"Class-HIGH",0.45596698303472227,0.16652704549142647]
[null,"Class-LOW",-0.45596698303472255,-0.1665270454914265]
[]
[]
[null,"Scores on t:"]
[]
[null,"Observation","t1","t2"]
[null,"Obs1",1.6886984168567887,0.41868692203330266]
[null,"Obs3",-4.006900277744073,10.819517930720743]
[null,"Obs4",2.6908512515061194,-0.8430555799327355]
[null,"Obs5",1.3445430018831708,1.9560804669670286]
[null,"Obs7",-1.3499588784525665,-0.94630230142225846]
[null,"Obs9",0.47294084717217838,2.3044777586850613]
[null,"Obs10",1.0096053356196937,1.3980378324691254]
[null,"Obs11",3.1152922090015167,-3.1013013275905683]
[null,"Obs13",-1.2718024521562026,-1.510160475353739]
[null,"Obs14",1.8040800479552426,-0.46597194794333768]
[null,"Obs15",-1.2931852534803159,-2.0559112327161055]
[null,"Obs17",-1.6206031497869609,-0.60213999897654846]
[null,"Obs19",-1.8011306930910755,0.18473830190047827]
[null,"Obs20",-1.1389021608685574,-1.9125990889652318]
[null,"Obs21",0.8528848496087803,1.6199494963099921]
[null,"Obs24",0.40637765421566158,3.2095733317433264]
[null,"Obs29",-2.1117081307094234,-0.4020170556843532]
[null,"Obs31",-1.7248637905490363,-1.9035963725128415]
[null,"Obs32",1.9210287065774676,-1.8278013234091683E-2]
[null,"Obs35",0.39292590314321635,2.8487961158439714]
[null,"Obs36",-1.5182772270189757,-0.83710305071288493]
[null,"Obs37",-1.5648903334541526,-1.0343421785160789]
[null,"Obs38",-1.9253422108377334,-0.29717171554169314]
[null,"Obs39",1.2075705671600308,0.42972422033200758]
[null,"Obs40",-1.8946612819925095,-1.061626056056522]
[null,"Obs41",-1.478574941057919,-2.2487604069484353]
[null,"Obs42",1.3117296599976418,1.2853322672873577]
[null,"Obs44",1.8357947111865094,-0.30346949075055463]
[null,"Obs45",0.18329403012644876,4.6042606592698672]
[null,"Obs47",-2.5157794091868975,0.55079571869684008]
[null,"Obs48",-1.6634646817379466,-1.6040801948210861]
[null,"Obs49",-1.183572460433197,-2.6847991752599296]
[null,"Obs51",-1.6467680604306463,-0.60644616749455238]
[null,"Obs52",1.7355531794804604,-0.33346172073227054]
[null,"Obs54",-1.6597887868850998,-1.383896954373087]
[null,"Obs55",-1.9384644240313837,-0.55154564663202077]
[null,"Obs57",-1.3151863864131974,-2.9639082634579741]
[null,"Obs59",1.6316760451397503,1.2855209725968038]
[null,"Obs60",2.478574882482504,-8.0726837558308895E-2]
[null,"Obs61",3.3962736766778727,-4.4034810222640877]
[null,"Obs62",2.7837963616649355,-3.474798333572354]
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[]
[]
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[null,"Obs1474",1,"LOW","LOW",-8.4154173884786743E-3,1.0084154173884807,0.26564517501993462,0.73435482498006543]
[null,"Obs1475",1,"LOW","LOW",3.5283172578551902E-2,0.96471682742144993,0.2830396277855966,0.71696037221440334]
[null,"Obs1478",1,"LOW","LOW",7.4305086757706085E-2,0.9256949132422958,0.29914139099739362,0.70085860900260644]
[null,"Obs1482",1,"LOW","LOW",2.3076884149119625E-2,0.97692311585088254,0.27811197194283166,0.72188802805716834]
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[null,"Obs1560",1,"LOW","LOW",-0.13539700184540515,1.1353970018454076,0.21912136204802032,0.78087863795197965]
[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",539,0,539,1]
[null,"LOW",3,552,555,0.99459459459459465]
[null,"Total",542,552,1094,0.99725776965265078]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,1.0000000000000024]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[null,null,null,null,null,null,null,null,null,null,{"$f":"1/0.95","v":1.0526315789473684},{"$f":"1/0.92","v":1.0869565217391304},{"$f":"K7553+L7553","v":2.139588100686499},{"$f":"2/M7553","v":0.93475935828876999}]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",199,0,199,1]
[null,"LOW",0,271,271,1]
[null,"Total",199,271,470,1]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[449,{"$f":"-3.14159265358979+(A449-1)*0.0125915537218028","v":2.4994234137778641},{"$f":"1*COS(B449)+0","v":-0.80079841160266774},{"$f":"1*SIN(B449)+0+0*COS(B449)","v":0.59893397296750861},449,{"$f":"-3.14159265358979+(E449-1)*0.0125915537218028","v":2.4994234137778641},{"$f":"0.707106781186548*COS(F449)+0","v":-0.56624998720766284},{"$f":"0.707106781186548*SIN(F449)+0+0*COS(F449)","v":0.42351027376832595}]
[450,2.5120149674996672,-0.80827624027550105,0.588803464159392,450,2.5120149674996672,-0.57153761057077446,0.41634692229323667]
[451,2.5246065212214703,-0.81562592068644368,0.57857960342928716,451,2.5246065212214703,-0.57673461942890591,0.40911756104107266]
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[454,2.5623811823868787,-0.83689452247917506,0.54736419159856775,454,2.5623811823868787,-0.59177379198290259,0.38704493165804021]
[455,2.5749727361086809,-0.843720163206647,0.5367832767500762,455,2.5749727361086809,-0.59660024882724116,0.3795630950175144]
[456,2.587564289830484,-0.85041203621084671,0.52611725752699035,456,2.587564289830484,-0.60133211760734995,0.37202108049660432]
[457,2.6001558435522871,-0.85696908052789589,0.51536782497471911,457,2.6001558435522871,-0.60596864810847617,0.36442008384498586]
[458,2.6127473972740893,-0.86339025657034785,0.50453668336344881,458,2.6127473972740893,-0.61050910523128654,0.35676131016366486]
[459,2.6253389509958924,-0.8696745462920108,0.4936255499179365,459,2.6253389509958924,-0.61495276910841534,0.34904597371391177]
[460,2.6379305047176955,-0.87582095334935095,0.48263615454525777,460,2.6379305047176955,-0.61929893521859336,0.34127529772475057]
[461,2.6505220584394977,-0.88182850325945983,0.47157023956053545,461,2.6505220584394977,-0.62354691449834798,0.33345051419901955]
[462,2.6631136121613008,-0.88769624355455456,0.46042955941070179,462,2.6631136121613008,-0.62769603345125102,0.32557286371804184]
[463,2.6757051658831039,-0.89342324393298445,0.44921588039634452,463,2.6757051658831039,-0.63174563425469676,0.31764359524494051]
[464,2.6882967196049061,-0.8990085964067277,0.43793098039166556,464,2.6882967196049061,-0.63569507486419763,0.30966396592661993]
[465,2.7008882733267092,-0.90445141544534879,0.42657664856260591,465,2.7008882733267092,-0.63954372911517787,0.3016352408944496]
[466,2.7134798270485123,-0.90975083811639346,0.41515468508318643,466,2.7134798270485123,-0.64329098682224728,0.29355869306368693]
[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":"PLS-DA8","index":10,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:31:39"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.6651571428571303E-3,-8.6434512535910144E-3,1.0786188254868346E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4951530164533751E-3,4.228616671467369E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1819114285714401E-2,-2.7498581104727093E-2,2.8205069215931642E-3]
[null,"X1411.5",1094,0,1094,-3.6163342857142997E-2,-2.2898085714285799E-2,-2.6643371167406598E-2,1.5715386564446336E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9764233311569606E-2,8.4127579270010515E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4063732985113604E-2,7.7451707736790783E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0410219247845401E-2,7.2634902059104725E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0727235440062563E-3,6.0600346819952812E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6324970096630918E-3,5.5958908487560642E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.501554622616884E-3,5.1237074043487406E-4]
[null,"X1471",1094,0,1094,-8.3399857142857393E-3,-5.9522714285714703E-3,-7.1751082789239962E-3,3.4532839122441771E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.255389670932354E-3,2.5250054717254833E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.40075714285726E-3,-2.0570470357795783E-3,2.923641302192671E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,4.9461428571434497E-4,-3.1995045703839389E-4,3.3117589375186431E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0183285714285302E-3,1.1221782188560944E-3,3.3384292906770281E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.2943040323844373E-2,4.5951647206880254E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5288878205797872E-2,3.5515532104454304E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1426965682945926E-2,2.7148969140122817E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-2.49817142857145E-3,-7.7488736484721916E-3,1.747920727470179E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8238258814311819E-3,9.6053943544852939E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.17715743013842E-3,5.2033175813128872E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2570221337163713E-3,3.3094797021363139E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4740347479759699E-3,3.1218988700620545E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1750180203708595E-4,4.1220426995381191E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7114418386001548E-3,9.7865289063417643E-4]
[]
[]
[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,"X961",470,0,470,-1.49444857142857E-2,-6.4834857142857102E-3,-8.5582287537993868E-3,1.0400236257466814E-3]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.7184571428571503E-3,-5.4717049848024323E-3,4.0576835815507275E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7398905683890584E-2,2.8080866300491808E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.3088071428571399E-2,-2.6686686261398168E-2,1.6276424592183579E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7481685714285801E-2,-1.9866736109422512E-2,8.4510492898477393E-4]
[null,"X1428.5",470,0,470,-1.6151657142857101E-2,-1.00569714285714E-2,-1.416966179331307E-2,7.0932323578905168E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.4206857142857796E-3,-1.0493918662613993E-2,6.5887202979294374E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-6.0504285714285703E-3,-9.1387025531914998E-3,5.5646428466399182E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6922883890577516E-3,5.3835612847435131E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.5549624924012172E-3,5.0787658308285597E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.3216428571427601E-3,-7.203868419452886E-3,3.4578665184995064E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2590228267477166E-3,2.6089870359862849E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.43631428571422E-3,-2.0413889361702172E-3,2.9429863734943361E-4]
[null,"X1496.5",470,0,470,-2.12055714285719E-3,5.5757142857154596E-4,-2.9315048632218613E-4,3.1737271125182736E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,2.0514285714286502E-3,1.1544768085106369E-3,3.1170645904642785E-4]
[null,"X1913",470,0,470,-3.64933714285713E-2,-5.9953285714285896E-3,-2.3226356261398188E-2,4.3454466909941362E-3]
[null,"X1921.5",470,0,470,-2.5448042857142701E-2,-3.53902857142852E-3,-1.5445185775075983E-2,3.3446256836974358E-3]
[null,"X1930",470,0,470,-1.9079499999999899E-2,-2.3396999999999398E-3,-1.1536663890577507E-2,2.5518483305508825E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-1.8199285714287599E-3,-7.8152923404255295E-3,1.6341473557996121E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8667712765957452E-3,9.1355021730992044E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.24745714285712E-3,-3.2139478723404238E-3,4.8819553914546089E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-7.5404285714286701E-4,-2.3026165653495406E-3,3.2447699144609073E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-6.5479999999995498E-4,-1.503478601823706E-3,2.9316907866042867E-4]
[null,"X1981",470,0,470,-1.48851428571428E-3,5.8152857142851301E-4,-6.2343881458966799E-4,3.8791991953568373E-4]
[null,"X2474",470,0,470,-7.3984000000000298E-3,-1.2347142857138701E-4,-3.7765685106382991E-3,1.0132476114576062E-3]
[]
[]
[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","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
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[null,"Class-LOW",0.13535717215782375,3.4850138472766967E-2,0.18423154888744814,0.25749527371730468,0.2436837734325302,6.2041963266171681E-2,-5.4633716238977829E-2,-6.1595909595807435E-2,4.6884101807414542E-2,0.11857275481454903,8.4756630412679362E-2,-4.589762870998066E-2,-0.11374738113840978,-0.13430329788147385,-0.14858304300064484,0.12244013873989894,0.11528190614362842,0.11771768103228387,0.10180610413077809,7.1021637419092426E-2,2.7601594829896884E-2,1.2677101394852909E-2,-7.4309129924340564E-2,-0.15874580307671174,7.9390444651558839E-2,-0.99999999999999978,1,-0.99999999999999978,1]
[null,"HIGH",-0.13535717215782397,-3.4850138472766946E-2,-0.18423154888744805,-0.25749527371730474,-0.24368377343253006,-6.2041963266171715E-2,5.4633716238977829E-2,6.1595909595807449E-2,-4.6884101807414577E-2,-0.11857275481454918,-8.4756630412679307E-2,4.5897628709980633E-2,0.11374738113840978,0.13430329788147374,0.14858304300064484,-0.12244013873989883,-0.1152819061436284,-0.11771768103228383,-0.10180610413077809,-7.1021637419092426E-2,-2.7601594829896683E-2,-1.2677101394853016E-2,7.4309129924340522E-2,0.15874580307671154,-7.9390444651558742E-2,1,-0.99999999999999978,1,-0.99999999999999978]
[null,"LOW",0.13535717215782375,3.4850138472766967E-2,0.18423154888744814,0.25749527371730468,0.2436837734325302,6.2041963266171681E-2,-5.4633716238977829E-2,-6.1595909595807435E-2,4.6884101807414542E-2,0.11857275481454903,8.4756630412679362E-2,-4.589762870998066E-2,-0.11374738113840978,-0.13430329788147385,-0.14858304300064484,0.12244013873989894,0.11528190614362842,0.11771768103228387,0.10180610413077809,7.1021637419092426E-2,2.7601594829896884E-2,1.2677101394852909E-2,-7.4309129924340564E-2,-0.15874580307671174,7.9390444651558839E-2,-0.99999999999999978,1,-0.99999999999999978,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.76766206154822358]
[null,"R²Y cum",0.77441266890830984]
[null,"R²X cum",0.18159160894688081]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.18204320698773854,-0.13535717215782461]
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[null,"X1411.5",-0.42292359121232587,-0.25749527371730857]
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[null,"X1479.5",-5.1296576951891493E-2,4.5897628709981264E-2]
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[null,"X1496.5",0.33396350938276281,0.13430329788147555]
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[null,"HIGH",0.88000719821391771,1.0000000000000033]
[null,"LOW",-0.88000719821391815,-1.000000000000004]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1"]
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[null,"X1471",-5.5126491512462815E-2]
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[]
[null,"w* vectors:"]
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[null,"Variable","w*1"]
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[]
[null,"c vectors:"]
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[null,"Variable","c1"]
[null,"HIGH",0.50368511834244867]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"p vectors:"]
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[null,"Variable","p1"]
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[]
[]
[null,"Scores on t:"]
[]
[null,"Observation","t1"]
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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",500,12,512,0.9765625]
[null,"LOW",24,558,582,0.95876288659793818]
[null,"Total",524,570,1094,0.96709323583180984]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.9936439540377987]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",224,2,226,0.99115044247787609]
[null,"LOW",9,235,244,0.96311475409836067]
[null,"Total",233,237,470,0.97659574468085109]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA7","index":13,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:31:20"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6307078741185601E-3,1.0813931197264889E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4916693261948353E-3,4.2382268100298553E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7492617942021447E-2,2.8374584104031704E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6670072264298784E-2,1.5818573442828582E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9797867524157724E-2,8.3963036644130965E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4093696826847751E-2,7.6952134983969661E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0432945743013861E-2,7.2286093881772742E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.091450417863663E-3,6.0681268308539964E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6531395272917292E-3,5.6233701238706728E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5223874902063167E-3,5.149290561163606E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1880133846957441E-3,3.4448392423149762E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2587067119352348E-3,2.5286074008906928E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.053417406633588E-3,2.9359100130703364E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1115919300078439E-4,3.3037050916294593E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1329167667798346E-3,3.3183543544549688E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.3043328284147284E-2,4.5595486350655393E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5343296213110477E-2,3.5180938011011519E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1466790310786113E-2,2.6838067284712958E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-2.49817142857145E-3,-7.7748740010446619E-3,1.7276357602298393E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.838905980673807E-3,9.5660059943465875E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1880324497257752E-3,5.2069180737668807E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2752082919822365E-3,3.3326295076114182E-4]
[null,"X1972.5",1094,0,1094,-2.2181714285715599E-3,-2.7900000000080601E-5,-1.4863730869678754E-3,3.0955946841799129E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.195421781143908E-4,4.0914087559721789E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7383664011491229E-3,9.9729629737160363E-4]
[]
[]
[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,"X961",470,0,470,-1.44050142857143E-2,-6.4834857142857102E-3,-8.5878910030395099E-3,1.0351278625199815E-3]
[null,"X1165",470,0,470,-7.7489857142856999E-3,-4.7522142857142997E-3,-5.4798138297872346E-3,4.0378035986360605E-4]
[null,"X1403",470,0,470,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7412785896656529E-2,2.768452260766891E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.3136199999999999E-2,-2.6624535197568404E-2,1.6041352709483348E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7642114285714199E-2,-1.9788447112461999E-2,8.532003824639593E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-1.00569714285714E-2,-1.4099916170212768E-2,7.2729253606921001E-4]
[null,"X1437",470,0,470,-1.25655857142858E-2,-6.4206857142857796E-3,-1.044101911854103E-2,6.7138512351152331E-4]
[null,"X1445.5",470,0,470,-1.0938428571428601E-2,-6.0504285714285703E-3,-9.0951127659574232E-3,5.5714218478082329E-4]
[null,"X1454",470,0,470,-1.1259471428571401E-2,-7.4737142857143101E-3,-9.6442396352583604E-3,5.3394098148307201E-4]
[null,"X1462.5",470,0,470,-1.1024485714285701E-2,-7.9979714285713394E-3,-9.5064706686930171E-3,5.0362249176414569E-4]
[null,"X1471",470,0,470,-8.3423571428571895E-3,-6.3040571428572001E-3,-7.1738297264437659E-3,3.4837446324542659E-4]
[null,"X1479.5",470,0,470,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.2513018844984821E-3,2.6002833906455013E-4]
[null,"X1488",470,0,470,-3.9765857142856596E-3,-1.48301428571423E-3,-2.0498374772036478E-3,2.9171766872082891E-4]
[null,"X1496.5",470,0,470,-2.1657714285713801E-3,4.05085714285713E-4,-3.1361355623100415E-4,3.2010368562384131E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,1.87641428571428E-3,1.1294811246200585E-3,3.1780220792244131E-4]
[null,"X1913",470,0,470,-3.6641657142857199E-2,-5.9953285714285896E-3,-2.2992920030395138E-2,4.4381595440342756E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-3.53902857142852E-3,-1.5318519179331304E-2,3.4284815433567274E-3]
[null,"X1930",470,0,470,-1.96535999999999E-2,-2.3396999999999398E-3,-1.1443965714285711E-2,2.6289095110199182E-3]
[null,"X1938.5",470,0,470,-1.32269571428573E-2,-1.8199285714287599E-3,-7.7547723708206616E-3,1.684502849226774E-3]
[null,"X1947",470,0,470,-7.8868142857143608E-3,-1.43398571428566E-3,-4.831669939209725E-3,9.2381185904090988E-4]
[null,"X1955.5",470,0,470,-4.8079571428570897E-3,-1.24745714285712E-3,-3.188634528875378E-3,4.8827238149973885E-4]
[null,"X1964",470,0,470,-3.1523714285713899E-3,-7.5404285714286701E-4,-2.2602853799392059E-3,3.2094081022200426E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-5.8735714285712603E-4,-1.4747591489361713E-3,3.0045414333320036E-4]
[null,"X1981",470,0,470,-1.4132428571428401E-3,6.0519999999991702E-4,-6.1868951367781259E-4,3.9543623883427694E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-1.2347142857138701E-4,-3.7138972948328251E-3,9.712737099023778E-4]
[]
[]
[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,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.85038026169850045,0.89862751519265549,0.7061837444197534,4.6844682573100482E-2,-0.51623052826797722,-0.62007803226663727,-0.49253121902387653,-0.1867546597915371,1.4233198921812164E-2,0.1805239031650768,0.52959660274916553,0.68136294341867409,0.66820611913552241,0.62717447397887338,-0.22027591917534878,-0.14977103897486604,-0.12491055735160594,-0.16049100643809208,-0.26178276612403323,-0.42980768005775261,-0.54170185102688728,-0.47322401324437308,-0.20479135971301807,-9.2558069452157637E-2,-0.15177041060472285,0.1517704106047226,-0.15177041060472285,0.1517704106047226]
[null,"X1165",0.85038026169850045,1,0.72429796672350899,0.55311494326399013,-2.7103636897646066E-2,-0.4806823768008891,-0.54288006248901388,-0.48146487101316898,-0.30791811609216529,-0.11811430738917966,0.16502704443102845,0.68254441300108992,0.85756582965033501,0.84524671525153405,0.79535088460264991,-0.37462848441346841,-0.32633220343681268,-0.29947540827434371,-0.31512347649397449,-0.38234008867511377,-0.49060854661593106,-0.47957917000338302,-0.26838327991963168,4.8607370371070463E-2,-0.22244573559248415,-5.5728577548945106E-2,5.5728577548944336E-2,-5.5728577548945106E-2,5.5728577548944336E-2]
[null,"X1403",0.89862751519265549,0.72429796672350899,1,0.90132099947310684,0.27266883701505329,-0.41509189409207414,-0.59268124560101709,-0.45671489601207538,-9.3272755180370079E-2,0.12949202252348577,0.27383313328067077,0.55160648451014027,0.64932659041822194,0.59726872667315933,0.52097651490907848,-0.33042274807478483,-0.28563600663766614,-0.26864042719140574,-0.29785240242891964,-0.37274329584074856,-0.47663142989922802,-0.45633372711116971,-0.27021429265507402,-4.6652486239148767E-3,-0.15582488387399321,-0.2081915887046536,0.20819158870465093,-0.2081915887046536,0.20819158870465093]
[null,"X1411.5",0.7061837444197534,0.55311494326399013,0.90132099947310684,1,0.65417802850953266,-1.873409350201545E-2,-0.26852076010318759,-0.15601295050215913,0.21957622571513752,0.44770646376898876,0.54833136553628103,0.57706507430204534,0.45970681640741046,0.32074268165732017,0.19214636124174253,-0.10659359730359469,-0.10683540401302404,-9.9236081674407395E-2,-0.11321669061283383,-0.15062065101104707,-0.19874423332417182,-0.12963687735030571,-5.9072188766275818E-2,2.5037099474034156E-2,-1.9430494738586948E-2,-0.27718977666487271,0.27718977666486905,-0.27718977666487271,0.27718977666486905]
[null,"X1420",4.6844682573100482E-2,-2.7103636897646066E-2,0.27266883701505329,0.65417802850953266,1,0.73244667338083691,0.50343039274480561,0.53681410562505816,0.74759618238807424,0.85335439185830197,0.81445476384034743,0.36570210700806705,-9.995886888602544E-2,-0.3365887744196478,-0.49690389161113629,0.44734213919380944,0.37844277276444943,0.36668841344510167,0.38346117516546357,0.4219905073189657,0.47101128849547363,0.5195499562904885,0.26189555661993763,-5.0143423756794023E-2,0.30497844870108975,-0.24357774628139339,0.2435777462813899,-0.24357774628139339,0.2435777462813899]
[null,"X1428.5",-0.51623052826797722,-0.4806823768008891,-0.41509189409207414,-1.873409350201545E-2,0.73244667338083691,1,0.94770396484665631,0.91552004937988052,0.86181526526729757,0.79188993030007793,0.66792293720589768,7.342376594644312E-2,-0.45698678786119634,-0.66520691369062523,-0.77462216644377879,0.72796089541087639,0.64862525517865344,0.62961736643364319,0.66423857744948245,0.74188093017731327,0.83232541540570637,0.78936338989134125,0.34591936036364029,-0.14124160102189962,0.45307864429732198,-4.1171482573993154E-2,4.1171482573992557E-2,-4.1171482573993154E-2,4.1171482573992557E-2]
[null,"X1437",-0.62007803226663727,-0.54288006248901388,-0.59268124560101709,-0.26852076010318759,0.50343039274480561,0.94770396484665631,1,0.97201885190444737,0.82475576373779391,0.68976141775684519,0.5727910151182164,4.6283330619512085E-2,-0.43911101307846107,-0.61988839874686952,-0.70367293023887068,0.72631709345395901,0.66326826387436377,0.64760543678820737,0.68617779236836118,0.76587520765784556,0.85026896634140503,0.75740669138271843,0.305097407113952,-0.16090680775397798,0.44763748231908951,8.3636741563476294E-2,-8.3636741563475239E-2,8.3636741563476294E-2,-8.3636741563475239E-2]
[null,"X1445.5",-0.49253121902387653,-0.48146487101316898,-0.45671489601207538,-0.15601295050215913,0.53681410562505816,0.91552004937988052,0.97201885190444737,1,0.91240228742702179,0.78674012956497941,0.67254836722309008,0.16210086246689798,-0.33781542380685248,-0.54187031544670039,-0.64327416616582478,0.73557828644756518,0.68659251506919416,0.67484906247027132,0.71103431090298808,0.78100069343136269,0.84120527863152217,0.70790658182848354,0.23557902674464817,-0.20905127977328711,0.46977558690680832,9.3229840708503903E-2,-9.3229840708502709E-2,9.3229840708503903E-2,-9.3229840708502709E-2]
[null,"X1454",-0.1867546597915371,-0.30791811609216529,-9.3272755180370079E-2,0.21957622571513752,0.74759618238807424,0.86181526526729757,0.82475576373779391,0.91240228742702179,1,0.96111036691976259,0.84922746289508788,0.31342169530966685,-0.2131370248452413,-0.45653061082599372,-0.5959350588697877,0.73918576376253087,0.69967329573368242,0.69159443121396713,0.71670879967740686,0.76199253611223117,0.78174891743192421,0.6266029394203616,0.13355632289882532,-0.28726107992844224,0.49125014981504433,-2.2611898601613979E-2,2.2611898601613684E-2,-2.2611898601613979E-2,2.2611898601613684E-2]
[null,"X1462.5",1.4233198921812164E-2,-0.11811430738917966,0.12949202252348577,0.44770646376898876,0.85335439185830197,0.79188993030007793,0.68976141775684519,0.78674012956497941,0.96111036691976259,1,0.93390806032801432,0.44105313729703904,-8.1983457732089093E-2,-0.33716391491658954,-0.49776533415674751,0.6803614471532542,0.64301441498664258,0.63884227227060342,0.65898022075654306,0.68821121168759947,0.6876433011805626,0.55446145092524879,9.6105608533753981E-2,-0.28142751276828598,0.45453820868491079,-0.10531809434746223,0.10531809434746081,-0.10531809434746223,0.10531809434746081]
[null,"X1471",0.1805239031650768,0.16502704443102845,0.27383313328067077,0.54833136553628103,0.81445476384034743,0.66792293720589768,0.5727910151182164,0.67254836722309008,0.84922746289508788,0.93390806032801432,1,0.71253292347457786,0.22452159795409141,-4.7799868582510618E-2,-0.2263160423052869,0.51311638987889308,0.48558244789138899,0.49037195689687929,0.51296794315167371,0.5337136732765172,0.52352231112260994,0.43651689126355026,9.5775976038098176E-2,-0.17154615813747476,0.34290823423527828,-8.2198805013971143E-2,8.2198805013970117E-2,-8.2198805013971143E-2,8.2198805013970117E-2]
[null,"X1479.5",0.52959660274916553,0.68254441300108992,0.55160648451014027,0.57706507430204534,0.36570210700806705,7.342376594644312E-2,4.6283330619512085E-2,0.16210086246689798,0.31342169530966685,0.44105313729703904,0.71253292347457786,1,0.82621438114070866,0.62761274833241187,0.47611560748062826,-7.1525580944648295E-2,-5.2494205525282771E-2,-3.0521331969272258E-2,-1.6819964005316206E-2,-2.9177636574235919E-2,-6.9991525657471756E-2,-5.7138977919113286E-2,-9.1129402518960421E-3,9.358151004888153E-2,-2.2328908329474834E-2,3.022407942508688E-2,-3.0224079425086505E-2,3.022407942508688E-2,-3.0224079425086505E-2]
[null,"X1488",0.68136294341867409,0.85756582965033501,0.64932659041822194,0.45970681640741046,-9.995886888602544E-2,-0.45698678786119634,-0.43911101307846107,-0.33781542380685248,-0.2131370248452413,-8.1983457732089093E-2,0.22452159795409141,0.82621438114070866,1,0.94928352827804274,0.87095939669122469,-0.50025232473193093,-0.44554399298236769,-0.4186438831939206,-0.42164611345210712,-0.46316159843014293,-0.52740645848043821,-0.46792261617741138,-0.13932761961766588,0.22623583502911754,-0.29649410821037847,8.6932694222850673E-2,-8.6932694222849563E-2,8.6932694222850673E-2,-8.6932694222849563E-2]
[null,"X1496.5",0.66820611913552241,0.84524671525153405,0.59726872667315933,0.32074268165732017,-0.3365887744196478,-0.66520691369062523,-0.61988839874686952,-0.54187031544670039,-0.45653061082599372,-0.33716391491658954,-4.7799868582510618E-2,0.62761274833241187,0.94928352827804274,1,0.97607551614093813,-0.63524657358829528,-0.56913865921092255,-0.54230057844094404,-0.55229434307961223,-0.60465158294757737,-0.6792058322340695,-0.61273689663735276,-0.20160927433241829,0.24672551737477399,-0.38855313985353573,0.10359949100060412,-0.10359949100060262,0.10359949100060412,-0.10359949100060262]
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[null,"X1921.5",-0.14977103897486604,-0.32633220343681268,-0.28563600663766614,-0.10683540401302404,0.37844277276444943,0.64862525517865344,0.66326826387436377,0.68659251506919416,0.69967329573368242,0.64301441498664258,0.48558244789138899,-5.2494205525282771E-2,-0.44554399298236769,-0.56913865921092255,-0.60944435311348621,0.98927767802694544,1,0.99621709561058858,0.98755030763245988,0.95522414616531115,0.83683130347578416,0.41540812812376277,-0.33637137944979317,-0.78404454574217841,0.60922075371109008,-8.1600655094932487E-2,8.1600655094931557E-2,-8.1600655094932487E-2,8.1600655094931557E-2]
[null,"X1930",-0.12491055735160594,-0.29947540827434371,-0.26864042719140574,-9.9236081674407395E-2,0.36668841344510167,0.62961736643364319,0.64760543678820737,0.67484906247027132,0.69159443121396713,0.63884227227060342,0.49037195689687929,-3.0521331969272258E-2,-0.4186438831939206,-0.54230057844094404,-0.58295319468343254,0.98177790610238491,0.99621709561058858,1,0.99120752005149793,0.94850890219089357,0.8151209033718867,0.39831019331167949,-0.35694077194416524,-0.79482361481023478,0.60569442116782579,-8.0021472283248782E-2,8.002147228324763E-2,-8.0021472283248782E-2,8.002147228324763E-2]
[null,"X1938.5",-0.16049100643809208,-0.31512347649397449,-0.29785240242891964,-0.11321669061283383,0.38346117516546357,0.66423857744948245,0.68617779236836118,0.71103431090298808,0.71670879967740686,0.65898022075654306,0.51296794315167371,-1.6819964005316206E-2,-0.42164611345210712,-0.55229434307961223,-0.59867037679451141,0.9831651984769878,0.98755030763245988,0.99120752005149793,1,0.97014038030838678,0.83204390510049708,0.41582666670373047,-0.30716230478694856,-0.755689984280699,0.60638378060480091,-6.0021872031039425E-2,6.0021872031038745E-2,-6.0021872031039425E-2,6.0021872031038745E-2]
[null,"X1947",-0.26178276612403323,-0.38234008867511377,-0.37274329584074856,-0.15062065101104707,0.4219905073189657,0.74188093017731327,0.76587520765784556,0.78100069343136269,0.76199253611223117,0.68821121168759947,0.5337136732765172,-2.9177636574235919E-2,-0.46316159843014293,-0.60465158294757737,-0.65811168639365714,0.97243781324094658,0.95522414616531115,0.94850890219089357,0.97014038030838678,1,0.90259023108907377,0.48924939332003664,-0.21177806387325238,-0.64547880242966194,0.60254316209554015,-2.8313805734882971E-2,2.8313805734882711E-2,-2.8313805734882971E-2,2.8313805734882711E-2]
[null,"X1955.5",-0.42980768005775261,-0.49060854661593106,-0.47663142989922802,-0.19874423332417182,0.47101128849547363,0.83232541540570637,0.85026896634140503,0.84120527863152217,0.78174891743192421,0.6876433011805626,0.52352231112260994,-6.9991525657471756E-2,-0.52740645848043821,-0.6792058322340695,-0.73808173859190218,0.88052271165863594,0.83683130347578416,0.8151209033718867,0.83204390510049708,0.90259023108907377,1,0.72110808717765695,1.9062207720850163E-3,-0.46912320175784994,0.53981898671238659,-1.4927795897184469E-3,1.4927795897186002E-3,-1.4927795897184469E-3,1.4927795897186002E-3]
[null,"X1964",-0.54170185102688728,-0.47957917000338302,-0.45633372711116971,-0.12963687735030571,0.5195499562904885,0.78936338989134125,0.75740669138271843,0.70790658182848354,0.6266029394203616,0.55446145092524879,0.43651689126355026,-5.7138977919113286E-2,-0.46792261617741138,-0.61273689663735276,-0.68196963031101898,0.50778973218947676,0.41540812812376277,0.39831019331167949,0.41582666670373047,0.48924939332003664,0.72110808717765695,1,0.53323123775800818,-2.3567870125383701E-2,0.29405498283994236,-2.5052050052266771E-3,2.5052050052266823E-3,-2.5052050052266771E-3,2.5052050052266823E-3]
[null,"X1972.5",-0.47322401324437308,-0.26838327991963168,-0.27021429265507402,-5.9072188766275818E-2,0.26189555661993763,0.34591936036364029,0.305097407113952,0.23557902674464817,0.13355632289882532,9.6105608533753981E-2,9.5775976038098176E-2,-9.1129402518960421E-3,-0.13932761961766588,-0.20160927433241829,-0.24882783894265367,-0.23348299781753526,-0.33637137944979317,-0.35694077194416524,-0.30716230478694856,-0.21177806387325238,1.9062207720850163E-3,0.53323123775800818,1,0.71746701415566549,-0.1506219421480435,6.2269292709575701E-2,-6.2269292709574889E-2,6.2269292709575701E-2,-6.2269292709574889E-2]
[null,"X1981",-0.20479135971301807,4.8607370371070463E-2,-4.6652486239148767E-3,2.5037099474034156E-2,-5.0143423756794023E-2,-0.14124160102189962,-0.16090680775397798,-0.20905127977328711,-0.28726107992844224,-0.28142751276828598,-0.17154615813747476,9.358151004888153E-2,0.22623583502911754,0.24672551737477399,0.23251803267688992,-0.71791340660259662,-0.78404454574217841,-0.79482361481023478,-0.755689984280699,-0.64547880242966194,-0.46912320175784994,-2.3567870125383701E-2,0.71746701415566549,1,-0.43375659759089302,0.12348964120085512,-0.12348964120085339,0.12348964120085512,-0.12348964120085339]
[null,"X2474",-9.2558069452157637E-2,-0.22244573559248415,-0.15582488387399321,-1.9430494738586948E-2,0.30497844870108975,0.45307864429732198,0.44763748231908951,0.46977558690680832,0.49125014981504433,0.45453820868491079,0.34290823423527828,-2.2328908329474834E-2,-0.29649410821037847,-0.38855313985353573,-0.422162061160331,0.61413259704808698,0.60922075371109008,0.60569442116782579,0.60638378060480091,0.60254316209554015,0.53981898671238659,0.29405498283994236,-0.1506219421480435,-0.43375659759089302,1,-4.8847706341901401E-2,4.8847706341900742E-2,-4.8847706341901401E-2,4.8847706341900742E-2]
[null,"Class-HIGH",-0.15177041060472285,-5.5728577548945106E-2,-0.2081915887046536,-0.27718977666487271,-0.24357774628139339,-4.1171482573993154E-2,8.3636741563476294E-2,9.3229840708503903E-2,-2.2611898601613979E-2,-0.10531809434746223,-8.2198805013971143E-2,3.022407942508688E-2,8.6932694222850673E-2,0.10359949100060412,0.1165861198581106,-8.7844326199946948E-2,-8.1600655094932487E-2,-8.0021472283248782E-2,-6.0021872031039425E-2,-2.8313805734882971E-2,-1.4927795897184469E-3,-2.5052050052266771E-3,6.2269292709575701E-2,0.12348964120085512,-4.8847706341901401E-2,1,-0.99999999999998579,1,-0.99999999999998579]
[null,"Class-LOW",0.1517704106047226,5.5728577548944336E-2,0.20819158870465093,0.27718977666486905,0.2435777462813899,4.1171482573992557E-2,-8.3636741563475239E-2,-9.3229840708502709E-2,2.2611898601613684E-2,0.10531809434746081,8.2198805013970117E-2,-3.0224079425086505E-2,-8.6932694222849563E-2,-0.10359949100060262,-0.11658611985810895,8.784432619994588E-2,8.1600655094931557E-2,8.002147228324763E-2,6.0021872031038745E-2,2.8313805734882711E-2,1.4927795897186002E-3,2.5052050052266823E-3,-6.2269292709574889E-2,-0.12348964120085339,4.8847706341900742E-2,-0.99999999999998579,1,-0.99999999999998579,1]
[null,"HIGH",-0.15177041060472285,-5.5728577548945106E-2,-0.2081915887046536,-0.27718977666487271,-0.24357774628139339,-4.1171482573993154E-2,8.3636741563476294E-2,9.3229840708503903E-2,-2.2611898601613979E-2,-0.10531809434746223,-8.2198805013971143E-2,3.022407942508688E-2,8.6932694222850673E-2,0.10359949100060412,0.1165861198581106,-8.7844326199946948E-2,-8.1600655094932487E-2,-8.0021472283248782E-2,-6.0021872031039425E-2,-2.8313805734882971E-2,-1.4927795897184469E-3,-2.5052050052266771E-3,6.2269292709575701E-2,0.12348964120085512,-4.8847706341901401E-2,1,-0.99999999999998579,1,-0.99999999999998579]
[null,"LOW",0.1517704106047226,5.5728577548944336E-2,0.20819158870465093,0.27718977666486905,0.2435777462813899,4.1171482573992557E-2,-8.3636741563475239E-2,-9.3229840708502709E-2,2.2611898601613684E-2,0.10531809434746081,8.2198805013970117E-2,-3.0224079425086505E-2,-8.6932694222849563E-2,-0.10359949100060262,-0.11658611985810895,8.784432619994588E-2,8.1600655094931557E-2,8.002147228324763E-2,6.0021872031038745E-2,2.8313805734882711E-2,1.4927795897186002E-3,2.5052050052266823E-3,-6.2269292709574889E-2,-0.12348964120085339,4.8847706341900742E-2,-0.99999999999998579,1,-0.99999999999998579,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.83462245545565938]
[null,"R²Y cum",0.84122860929090792]
[null,"R²X cum",0.13647456041752401]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.29940400497991004,-0.15177041060472554]
[null,"X1165",-0.10575783338943291,-5.5728577548945044E-2]
[null,"X1403",-0.37013684240761724,-0.20819158870465387]
[null,"X1411.5",-0.51330054986073537,-0.27718977666487221]
[null,"X1420",-0.52080496880106708,-0.24357774628139339]
[null,"X1428.5",-0.21516624124852829,-4.1171482573993057E-2]
[null,"X1437",-3.076865019783992E-2,8.3636741563476336E-2]
[null,"X1445.5",-6.263066262239729E-2,9.3229840708504055E-2]
[null,"X1454",-0.2845444795293377,-2.2611898601613924E-2]
[null,"X1462.5",-0.40825051671617224,-0.10531809434746242]
[null,"X1471",-0.36317494073626555,-8.2198805013971171E-2]
[null,"X1479.5",-0.10600336254609177,3.0224079425086908E-2]
[null,"X1488",9.0779636146785428E-2,8.6932694222850618E-2]
[null,"X1496.5",0.18037934328691754,0.10359949100060423]
[null,"X1505",0.23947340012478924,0.11658611985811072]
[null,"X1913",-0.32554647935195569,-8.7844326199946934E-2]
[null,"X1921.5",-0.32039891636200191,-8.1600655094932639E-2]
[null,"X1930",-0.32006082525116747,-8.0021472283248671E-2]
[null,"X1938.5",-0.29712639595332646,-6.0021872031039668E-2]
[null,"X1947",-0.25193725097404857,-2.8313805734883027E-2]
[null,"X1955.5",-0.18451254514661514,-1.4927795897184115E-3]
[null,"X1964",-8.9119928714627747E-2,-2.5052050052266858E-3]
[null,"X1972.5",0.16911502700932954,6.2269292709575617E-2]
[null,"X1981",0.32573586068107985,0.1234896412008554]
[null,"X2474",-0.22412438840616922,-4.8847706341901373E-2]
[null,"Class-HIGH",0.91718515540260881,1.0000000000000113]
[null,"Class-LOW",-0.91718515540260914,-1.0000000000000107]
[null,"HIGH",0.91718515540260881,1.0000000000000113]
[null,"LOW",-0.91718515540260914,-1.0000000000000107]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1"]
[null,"X961",-9.9623037401831441E-2]
[null,"X1165",-3.6580583417994236E-2]
[null,"X1403",-0.13665824811061417]
[null,"X1411.5",-0.18194908597835693]
[null,"X1420",-0.15988594108270429]
[null,"X1428.5",-2.7025216127537024E-2]
[null,"X1437",5.4899675106275692E-2]
[null,"X1445.5",6.1196644793032315E-2]
[null,"X1454",-1.4842590272631569E-2]
[null,"X1462.5",-6.9131449341550077E-2]
[null,"X1471",-5.3955804650354544E-2]
[null,"X1479.5",1.9839272905726697E-2]
[null,"X1488",5.7063158843001519E-2]
[null,"X1496.5",6.8003347461738389E-2]
[null,"X1505",7.6527851067151986E-2]
[null,"X1913",-5.766155971830457E-2]
[null,"X1921.5",-5.3563175339286451E-2]
[null,"X1930",-5.2526589962164028E-2]
[null,"X1938.5",-3.9398728503472917E-2]
[null,"X1947",-1.8585357425570641E-2]
[null,"X1955.5",-9.7986976714800307E-4]
[null,"X1964",-1.6444320796163421E-3]
[null,"X1972.5",4.0873949354647651E-2]
[null,"X1981",8.1059365228524277E-2]
[null,"X2474",-3.2063936945963468E-2]
[null,"Class-HIGH",0.65640619278083367]
[null,"Class-LOW",-0.65640619278083379]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1"]
[null,"X961",-9.9623037401831441E-2]
[null,"X1165",-3.6580583417994236E-2]
[null,"X1403",-0.13665824811061417]
[null,"X1411.5",-0.18194908597835693]
[null,"X1420",-0.15988594108270429]
[null,"X1428.5",-2.7025216127537024E-2]
[null,"X1437",5.4899675106275692E-2]
[null,"X1445.5",6.1196644793032315E-2]
[null,"X1454",-1.4842590272631569E-2]
[null,"X1462.5",-6.9131449341550077E-2]
[null,"X1471",-5.3955804650354544E-2]
[null,"X1479.5",1.9839272905726697E-2]
[null,"X1488",5.7063158843001519E-2]
[null,"X1496.5",6.8003347461738389E-2]
[null,"X1505",7.6527851067151986E-2]
[null,"X1913",-5.766155971830457E-2]
[null,"X1921.5",-5.3563175339286451E-2]
[null,"X1930",-5.2526589962164028E-2]
[null,"X1938.5",-3.9398728503472917E-2]
[null,"X1947",-1.8585357425570641E-2]
[null,"X1955.5",-9.7986976714800307E-4]
[null,"X1964",-1.6444320796163421E-3]
[null,"X1972.5",4.0873949354647651E-2]
[null,"X1981",8.1059365228524277E-2]
[null,"X2474",-3.2063936945963468E-2]
[null,"Class-HIGH",0.65640619278083367]
[null,"Class-LOW",-0.65640619278083379]
[]
[]
[null,"c vectors:"]
[]
[null,"Variable","c1"]
[null,"HIGH",0.55218766868296199]
[null,"LOW",-0.55218766868296221]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"p vectors:"]
[]
[null,"Variable","p1"]
[null,"X961",-0.18025498835251669]
[null,"X1165",-6.3671082245806226E-2]
[null,"X1403",-0.22283941132149915]
[null,"X1411.5",-0.30903055101983579]
[null,"X1420",-0.31354855654475411]
[null,"X1428.5",-0.1295399783069392]
[null,"X1437",-1.8524143267243352E-2]
[null,"X1445.5",-3.7706540907053498E-2]
[null,"X1454",-0.1713088702563457]
[null,"X1462.5",-0.24578559709152978]
[null,"X1471",-0.21864802615694509]
[null,"X1479.5",-6.3818902096368063E-2]
[null,"X1488",5.4653518270012781E-2]
[null,"X1496.5",0.10859666498248623]
[null,"X1505",0.14417400646704076]
[null,"X1913",-0.1959939608948354]
[null,"X1921.5",-0.19289489110496993]
[null,"X1930",-0.19269134469866972]
[null,"X1938.5",-0.17888376291220917]
[null,"X1947",-0.15167781821401957]
[null,"X1955.5",-0.11108504269516373]
[null,"X1964",-5.3654298022867981E-2]
[null,"X1972.5",0.10181502824535597]
[null,"X1981",0.19610797716952666]
[null,"X2474",-0.13493319511333779]
[null,"Class-HIGH",0.55218766868296199]
[null,"Class-LOW",-0.55218766868296221]
[]
[]
[null,"Scores on t:"]
[]
[null,"Observation","t1"]
[null,"Obs2",-1.2323510890800538]
[null,"Obs3",-2.0356099295940804]
[null,"Obs5",1.5631045201559974]
[null,"Obs6",-1.4914869000738362]
[null,"Obs9",0.64686296254598863]
[null,"Obs10",1.0791644541324326]
[null,"Obs11",2.3125397029231691]
[null,"Obs12",1.6869722106459277]
[null,"Obs13",-1.2424708675271086]
[null,"Obs14",1.5524495650090939]
[null,"Obs15",-1.2935237637697743]
[null,"Obs16",-1.4580483400285627]
[null,"Obs17",-1.3425476368276141]
[null,"Obs18",-1.3365984072816051]
[null,"Obs19",-1.3838621545200611]
[null,"Obs21",0.97381532181661512]
[null,"Obs22",-1.9295281763360841]
[null,"Obs23",1.4887258389472364]
[null,"Obs24",0.82285117876041214]
[null,"Obs26",0.82689256438656833]
[null,"Obs29",-1.8292013029795651]
[null,"Obs30",-1.7322381540553919]
[null,"Obs31",-1.7544671823148981]
[null,"Obs32",1.6953902355754678]
[null,"Obs34",1.7692831843247259]
[null,"Obs37",-1.3662041298889396]
[null,"Obs39",1.1624968607013448]
[null,"Obs40",-1.7510228128351761]
[null,"Obs41",-1.5698813443558599]
[null,"Obs42",1.4220937290983162]
[null,"Obs43",1.5799935975650625]
[null,"Obs45",0.86280689042330072]
[null,"Obs46",-1.7838459926183494]
[null,"Obs47",-2.1256446289075517]
[null,"Obs48",-1.6379532084957511]
[null,"Obs49",-1.2970428991873673]
[null,"Obs50",-0.79355963620092429]
[null,"Obs51",-1.3705452517170655]
[null,"Obs53",-1.2058284053085562]
[null,"Obs56",-1.2644407645200026]
[null,"Obs57",-1.5100459005776379]
[null,"Obs60",2.2668538171209165]
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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",516,6,522,0.9885057471264368]
[null,"LOW",12,560,572,0.97902097902097907]
[null,"Total",528,566,1094,0.98354661791590492]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99919620609276483]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",213,3,216,0.98611111111111116]
[null,"LOW",4,250,254,0.98425196850393704]
[null,"Total",217,253,470,0.98510638297872344]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA6","index":16,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:31:08"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.43784571428571E-2,-6.4834857142857102E-3,-8.6358958866544887E-3,1.0606455854575779E-3]
[null,"X1165",1094,0,1094,-8.2040571428571296E-3,-4.7522142857142997E-3,-5.4933384826325428E-3,4.1305804178532732E-4]
[null,"X1403",1094,0,1094,-4.4071557142857203E-2,-2.1499342857142899E-2,-2.748941121702796E-2,2.7886063303774523E-3]
[null,"X1411.5",1094,0,1094,-3.6504528571428503E-2,-2.2898085714285799E-2,-2.6663138090885358E-2,1.5593091364795781E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.7297642857142699E-2,-1.9790381392008363E-2,8.0871873857373639E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4087901096892137E-2,7.4164520344962193E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0428717511099512E-2,7.0446565994333515E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-6.0504285714285703E-3,-9.0877315095325099E-3,5.8993444629082783E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6471954818490701E-3,5.4340108620033658E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.5166065552363555E-3,4.9938834332960544E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-6.3040571428572001E-3,-7.1846774092452249E-3,3.4252109381415982E-4]
[null,"X1479.5",1094,0,1094,-5.8449142857143199E-3,-3.5864142857143801E-3,-4.2588421650561455E-3,2.5821059522516428E-4]
[null,"X1488",1094,0,1094,-3.7301857142856298E-3,-1.41622857142853E-3,-2.0556431705406148E-3,2.9231001110384674E-4]
[null,"X1496.5",1094,0,1094,-2.2178714285714398E-3,5.5757142857154596E-4,-3.15117484983027E-4,3.2285639190293811E-4]
[null,"X1505",1094,0,1094,-7.4778571428568696E-4,2.0514285714286502E-3,1.129126873857401E-3,3.2039312735492297E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3037163606685822E-2,4.5020173538104346E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5346525568033431E-2,3.4895906136581025E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1468254191694949E-2,2.6661429515551995E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7726874249151234E-3,1.7099903879706732E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8428944502481091E-3,9.4868573711818279E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1911170279446343E-3,5.1104319464218603E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2672168059545525E-3,3.295662485711695E-4]
[null,"X1972.5",1094,0,1094,-2.2181714285715599E-3,-4.5460000000008299E-4,-1.4755127709584752E-3,3.0267140867117737E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.5140000000002397E-4,-6.1363318098720497E-4,4.0351067608674843E-4]
[null,"X2474",1094,0,1094,-7.3984000000000298E-3,3.36457142857238E-4,-3.7129362366153077E-3,9.8541739740058178E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",515,515,47.074954296160875]
[null,"","LOW",579,579,52.925045703839125]
[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,"X961",470,0,470,-1.6658285714285698E-2,-6.6651571428571303E-3,-8.5758150759878398E-3,1.083427968064555E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.475928601823713E-3,4.2885821342191827E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.2118200000000001E-2,-2.7420250060790286E-2,2.8820072787547699E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.3088071428571399E-2,-2.6640675592705162E-2,1.6551172355696924E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9805872279635262E-2,9.2010364896984566E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4113406656534953E-2,7.9164298127638898E-4]
[null,"X1437",470,0,470,-1.2375114285714301E-2,-6.2966285714284899E-3,-1.0450861003039524E-2,7.152967777087105E-4]
[null,"X1445.5",470,0,470,-1.07591571428571E-2,-5.5398999999999301E-3,-9.1037691185410427E-3,5.9775417447912997E-4]
[null,"X1454",470,0,470,-1.11152428571428E-2,-6.3464285714285298E-3,-9.6580753495440659E-3,5.7780769715924912E-4]
[null,"X1462.5",470,0,470,-1.10268E-2,-6.8017285714285797E-3,-9.519926717325225E-3,5.3901901550684641E-4]
[null,"X1471",470,0,470,-8.3499428571428003E-3,-5.9522714285714703E-3,-7.1815947416413442E-3,3.5304636001567312E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2509865957446784E-3,2.474631030162423E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0446566565349559E-3,2.9457203231842506E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,4.9461428571434497E-4,-3.0439999999999732E-4,3.3738569683480009E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,1.95364285714283E-3,1.138302705167167E-3,3.4400573849711468E-4]
[null,"X1913",470,0,470,-3.6279942857142797E-2,-1.13292285714287E-2,-2.3007269300911841E-2,4.573112101905581E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-6.73804285714297E-3,-1.5311002340425527E-2,3.4956439666157186E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.0242571428570403E-3,-1.1440558297872331E-2,2.6704353183189962E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-3.63757142857146E-3,-7.7598619756838877E-3,1.7260014858483485E-3]
[null,"X1947",470,0,470,-7.8211999999998599E-3,-2.05921428571432E-3,-4.8223861398176311E-3,9.4250422184342822E-4]
[null,"X1955.5",470,0,470,-4.7360571428569599E-3,-1.2006714285715001E-3,-3.1814546808510659E-3,5.1141404079582751E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-8.2059999999983802E-4,-2.2788868389057703E-3,3.2980903569380352E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.5000382674771986E-3,3.1586939490617328E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,7.7510000000002898E-4,-6.324436474164128E-4,4.0839343981858195E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-8.4322857142859998E-4,-3.7730900607902732E-3,9.9807044600032065E-4]
[]
[]
[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,"Class","HIGH",223,223,47.446808510638299]
[null,"","LOW",247,247,52.553191489361701]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.84644901982409615,0.90432550989540739,0.73263283031955917,9.6069609919352761E-2,-0.48598421907862599,-0.59485428260271067,-0.45892907449085407,-0.14552050212983231,6.1300002746842032E-2,0.22429655650212402,0.54700859664046242,0.67929581523620575,0.66436236099112034,0.62144844864426263,-0.20322967328308769,-0.13208817719155957,-0.10470791914224105,-0.13778167160594831,-0.23896847979670632,-0.41923063602614946,-0.54253031695351006,-0.4696135334751329,-0.20867749903206789,-6.3109975980188956E-2,-0.19001056870512861,0.19001056870512853,-0.19001056870512861,0.19001056870512853]
[null,"X1165",0.84644901982409615,1,0.74309373571373583,0.6085442042734287,5.7710482015016558E-2,-0.42889558181992865,-0.50535119123929151,-0.43598999518450887,-0.25037399911035324,-4.9940672931360612E-2,0.23836220299109206,0.72112559431503542,0.86808343722554249,0.84671448817099448,0.78941236710675022,-0.36051061817634045,-0.3135078332144195,-0.28492605942054705,-0.29818081229312132,-0.36359166564711259,-0.47634236637453453,-0.45662042835821964,-0.24819624457034423,5.7984631476312498E-2,-0.16730385338405176,-9.2485021353115135E-2,9.2485021353115066E-2,-9.2485021353115135E-2,9.2485021353115066E-2]
[null,"X1403",0.90432550989540739,0.74309373571373583,1,0.90874629847177613,0.29584475882852262,-0.40687902321625374,-0.58504301772561873,-0.44499261266767803,-8.228735128017492E-2,0.14689700091309743,0.29559298041255361,0.56499275997646259,0.65436688046341462,0.61038271598224891,0.538769384370403,-0.32128123872216235,-0.27520086976777036,-0.25425896489940691,-0.28116614331892126,-0.35466764072948315,-0.46853234824965623,-0.46929605217282999,-0.27762355552194579,-1.439066439733061E-2,-0.14302719366996069,-0.22510399715553711,0.22510399715553717,-0.22510399715553711,0.22510399715553717]
[null,"X1411.5",0.73263283031955917,0.6085442042734287,0.90874629847177613,1,0.65902455614258337,-2.814104785108313E-2,-0.27684521076062912,-0.16234714377625786,0.2090326955732521,0.44489119611898115,0.5552826354233531,0.59934992255997832,0.48981153580999509,0.36305001390973968,0.23922856046342225,-0.10824130710027766,-0.1065930054054538,-9.342423254309104E-2,-0.10560962457045012,-0.1407897130408082,-0.19971831094149448,-0.1574798584775445,-8.3455932859138326E-2,1.059410292820165E-2,-1.4389666234513539E-2,-0.28412890382508316,0.28412890382508343,-0.28412890382508316,0.28412890382508343]
[null,"X1420",9.6069609919352761E-2,5.7710482015016558E-2,0.29584475882852262,0.65902455614258337,1,0.72100886414249399,0.48897223303470161,0.52214274058364329,0.73205012777606071,0.84563369508598507,0.8156699964416716,0.39937020977643833,-4.7523299361803467E-2,-0.27795549509932366,-0.44053484678523758,0.44304988069150841,0.37441751371036402,0.36817636296673584,0.38557935149670453,0.4269265220953406,0.46912795355658665,0.49433947486241958,0.22480057673140189,-7.0905351757260121E-2,0.30378929941070965,-0.24064532582605977,0.24064532582605985,-0.24064532582605977,0.24064532582605985]
[null,"X1428.5",-0.48598421907862599,-0.42889558181992865,-0.40687902321625374,-2.814104785108313E-2,0.72100886414249399,1,0.94734673452970664,0.91251512955871494,0.8557810851488824,0.78458588092924542,0.66023565242853743,8.8881119423885435E-2,-0.42338199249505709,-0.63294644683968437,-0.74732867456000052,0.73254356143556065,0.65245078752924557,0.63594450941290004,0.66972114198452803,0.74804938335880133,0.83988891124851695,0.78924644226746621,0.3168782731207348,-0.16386482559460647,0.45733919975232307,-3.1076173322267604E-2,3.1076173322267645E-2,-3.1076173322267604E-2,3.1076173322267645E-2]
[null,"X1437",-0.59485428260271067,-0.50535119123929151,-0.58504301772561873,-0.27684521076062912,0.48897223303470161,0.94734673452970664,1,0.97050548387230429,0.82202094493025468,0.68297004968021313,0.56236059536302541,5.2570474556283144E-2,-0.41342066113102222,-0.59695154058576516,-0.68490095916158023,0.73053597511148549,0.66730268927627823,0.65304362069783395,0.69031540428622418,0.76759862540093848,0.85667688315933643,0.76407315220902161,0.27926247435578416,-0.18365603600828156,0.453365156273072,8.9962243634650454E-2,-8.9962243634650482E-2,8.9962243634650454E-2,-8.9962243634650482E-2]
[null,"X1445.5",-0.45892907449085407,-0.43598999518450887,-0.44499261266767803,-0.16234714377625786,0.52214274058364329,0.91251512955871494,0.97050548387230429,1,0.91276340285089297,0.78299043609113816,0.66423949314909003,0.17021061807678647,-0.30869548867950258,-0.5133223947304828,-0.6174589297180938,0.74235097989657284,0.69416495777111464,0.68499621962786195,0.7204297376179335,0.78586967549157394,0.84840019057889471,0.70965192202904004,0.20336747747838235,-0.23957272780303784,0.47291041923220856,9.4046450318455183E-2,-9.4046450318455266E-2,9.4046450318455183E-2,-9.4046450318455266E-2]
[null,"X1454",-0.14552050212983231,-0.25037399911035324,-8.228735128017492E-2,0.2090326955732521,0.73205012777606071,0.8557810851488824,0.82202094493025468,0.91276340285089297,1,0.95865724209375103,0.84155831245954194,0.32364632634126944,-0.18130676267652149,-0.42006777551994479,-0.55918320457685722,0.75143842421337914,0.71367423572578992,0.71003432232525021,0.73496452017359459,0.77555250060066072,0.79120543624897999,0.61525473550255183,9.0426484199572152E-2,-0.32803171988874658,0.48871132806675327,-2.9483325243956408E-2,2.9483325243956429E-2,-2.9483325243956408E-2,2.9483325243956429E-2]
[null,"X1462.5",6.1300002746842032E-2,-4.9940672931360612E-2,0.14689700091309743,0.44489119611898115,0.84563369508598507,0.78458588092924542,0.68297004968021313,0.78299043609113816,0.95865724209375103,1,0.93145073652693511,0.45779495141746995,-4.390795802594797E-2,-0.29246637207905735,-0.4524826557521438,0.69070935606882999,0.65554636232918029,0.65668879195210117,0.67622942743250936,0.70114256495013472,0.69411640501803007,0.53647856527462368,4.9772095856496411E-2,-0.32277362163045276,0.45834530421238706,-0.11730782926400615,0.11730782926400612,-0.11730782926400615,0.11730782926400612]
[null,"X1471",0.22429655650212402,0.23836220299109206,0.29559298041255361,0.5552826354233531,0.8156699964416716,0.66023565242853743,0.56236059536302541,0.66423949314909003,0.84155831245954194,0.93145073652693511,1,0.73016642296339473,0.26850485614333225,5.1876634823111167E-3,-0.1713859050492326,0.51235689492114567,0.48737019220327771,0.49742627293882563,0.51927823647595195,0.53486454354826629,0.5214877737010547,0.42144050323146165,5.7198370589758199E-2,-0.20525255186452041,0.35710123633887736,-9.4436850303443703E-2,9.4436850303443759E-2,-9.4436850303443703E-2,9.4436850303443759E-2]
[null,"X1479.5",0.54700859664046242,0.72112559431503542,0.56499275997646259,0.59934992255997832,0.39937020977643833,8.8881119423885435E-2,5.2570474556283144E-2,0.17021061807678647,0.32364632634126944,0.45779495141746995,0.73016642296339473,1,0.83827965971687957,0.64985674968962848,0.50250883412936653,-6.1850495639452448E-2,-4.1172332779118699E-2,-1.5742797007006839E-2,-2.7032087255884712E-3,-2.0660665877162039E-2,-5.9905276715681063E-2,-4.5824601153593096E-2,-2.1471658950665329E-2,6.7112406655072218E-2,2.4707240348331775E-2,1.3490230936149939E-2,-1.3490230936149917E-2,1.3490230936149939E-2,-1.3490230936149917E-2]
[null,"X1488",0.67929581523620575,0.86808343722554249,0.65436688046341462,0.48981153580999509,-4.7523299361803467E-2,-0.42338199249505709,-0.41342066113102222,-0.30869548867950258,-0.18130676267652149,-4.390795802594797E-2,0.26850485614333225,0.83827965971687957,1,0.95173655026823611,0.87562763891629214,-0.48205491503341003,-0.42688926194531895,-0.39779626244741978,-0.3997611370622246,-0.44532630108243865,-0.50742143624625802,-0.43867695230153558,-0.12703857411066086,0.21704150436814246,-0.24430794766648875,6.6775700781141395E-2,-6.6775700781141381E-2,6.6775700781141395E-2,-6.6775700781141381E-2]
[null,"X1496.5",0.66436236099112034,0.84671448817099448,0.61038271598224891,0.36305001390973968,-0.27795549509932366,-0.63294644683968437,-0.59695154058576516,-0.5133223947304828,-0.42006777551994479,-0.29246637207905735,5.1876634823111167E-3,0.64985674968962848,0.95173655026823611,1,0.97608053780494408,-0.62443883589404336,-0.55770400167334755,-0.52949133668965442,-0.5382923781392237,-0.59373470856571109,-0.66570620211683762,-0.58658136962262075,-0.18148506828438601,0.25103736106153468,-0.34287395844954427,8.0333085021932288E-2,-8.033308502193226E-2,8.0333085021932288E-2,-8.033308502193226E-2]
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[null,"X1913",-0.20322967328308769,-0.36051061817634045,-0.32128123872216235,-0.10824130710027766,0.44304988069150841,0.73254356143556065,0.73053597511148549,0.74235097989657284,0.75143842421337914,0.69070935606882999,0.51235689492114567,-6.1850495639452448E-2,-0.48205491503341003,-0.62443883589404336,-0.67874281609401688,1,0.98888712147420454,0.98146382543059041,0.98268984475925092,0.97323020485983802,0.87822277118105208,0.49292195743207312,-0.25222835473226074,-0.72495815700973076,0.61585766382125784,-9.8397794763020338E-2,9.8397794763020338E-2,-9.8397794763020338E-2,9.8397794763020338E-2]
[null,"X1921.5",-0.13208817719155957,-0.3135078332144195,-0.27520086976777036,-0.1065930054054538,0.37441751371036402,0.65245078752924557,0.66730268927627823,0.69416495777111464,0.71367423572578992,0.65554636232918029,0.48737019220327771,-4.1172332779118699E-2,-0.42688926194531895,-0.55770400167334755,-0.60386488493988533,0.98888712147420454,1,0.9962265525056303,0.98730730347404705,0.95493844634906755,0.83237245391763193,0.40029011141073156,-0.354117719566091,-0.79290541703565698,0.613559784078611,-9.4678738787336944E-2,9.4678738787337E-2,-9.4678738787336944E-2,9.4678738787337E-2]
[null,"X1930",-0.10470791914224105,-0.28492605942054705,-0.25425896489940691,-9.342423254309104E-2,0.36817636296673584,0.63594450941290004,0.65304362069783395,0.68499621962786195,0.71003432232525021,0.65668879195210117,0.49742627293882563,-1.5742797007006839E-2,-0.39779626244741978,-0.52949133668965442,-0.5771054046385361,0.98146382543059041,0.9962265525056303,1,0.99131256464578044,0.94842391406073245,0.81120894793411547,0.38392361651766388,-0.3732807320880146,-0.80382126691123545,0.6104192606072385,-9.5666111785031496E-2,9.5666111785031566E-2,-9.5666111785031496E-2,9.5666111785031566E-2]
[null,"X1938.5",-0.13778167160594831,-0.29818081229312132,-0.28116614331892126,-0.10560962457045012,0.38557935149670453,0.66972114198452803,0.69031540428622418,0.7204297376179335,0.73496452017359459,0.67622942743250936,0.51927823647595195,-2.7032087255884712E-3,-0.3997611370622246,-0.5382923781392237,-0.59174217425667941,0.98268984475925092,0.98730730347404705,0.99131256464578044,1,0.97008878465893433,0.82938263396563083,0.4013847894519661,-0.32711684435408439,-0.76605631677650288,0.60686922475778615,-7.7194550399935863E-2,7.7194550399935877E-2,-7.7194550399935863E-2,7.7194550399935877E-2]
[null,"X1947",-0.23896847979670632,-0.36359166564711259,-0.35466764072948315,-0.1407897130408082,0.4269265220953406,0.74804938335880133,0.76759862540093848,0.78586967549157394,0.77555250060066072,0.70114256495013472,0.53486454354826629,-2.0660665877162039E-2,-0.44532630108243865,-0.59373470856571109,-0.65397836521932551,0.97323020485983802,0.95493844634906755,0.94842391406073245,0.97008878465893433,1,0.8998871386644971,0.4750457589988632,-0.23208214833572333,-0.65473584154403996,0.59031023236295865,-4.3659635698407917E-2,4.3659635698407848E-2,-4.3659635698407917E-2,4.3659635698407848E-2]
[null,"X1955.5",-0.41923063602614946,-0.47634236637453453,-0.46853234824965623,-0.19971831094149448,0.46912795355658665,0.83988891124851695,0.85667688315933643,0.84840019057889471,0.79120543624897999,0.69411640501803007,0.5214877737010547,-5.9905276715681063E-2,-0.50742143624625802,-0.66570620211683762,-0.73136555168683548,0.87822277118105208,0.83237245391763193,0.81120894793411547,0.82938263396563083,0.8998871386644971,1,0.71533692490474143,-5.0999653798232212E-3,-0.46803173214495236,0.53114439691143867,3.0672134986981956E-4,-3.0672134986978715E-4,3.0672134986981956E-4,-3.0672134986978715E-4]
[null,"X1964",-0.54253031695351006,-0.45662042835821964,-0.46929605217282999,-0.1574798584775445,0.49433947486241958,0.78924644226746621,0.76407315220902161,0.70965192202904004,0.61525473550255183,0.53647856527462368,0.42144050323146165,-4.5824601153593096E-2,-0.43867695230153558,-0.58658136962262075,-0.65994894827782336,0.49292195743207312,0.40029011141073156,0.38392361651766388,0.4013847894519661,0.4750457589988632,0.71533692490474143,1,0.5383570555591255,-1.2349578106087302E-2,0.30243248849075505,1.4560587690547111E-2,-1.4560587690547133E-2,1.4560587690547111E-2,-1.4560587690547133E-2]
[null,"X1972.5",-0.4696135334751329,-0.24819624457034423,-0.27762355552194579,-8.3455932859138326E-2,0.22480057673140189,0.3168782731207348,0.27926247435578416,0.20336747747838235,9.0426484199572152E-2,4.9772095856496411E-2,5.7198370589758199E-2,-2.1471658950665329E-2,-0.12703857411066086,-0.18148506828438601,-0.22626660642892404,-0.25222835473226074,-0.354117719566091,-0.3732807320880146,-0.32711684435408439,-0.23208214833572333,-5.0999653798232212E-3,0.5383570555591255,1,0.71255177322918228,-0.17997706720503043,8.920952275896199E-2,-8.9209522758962045E-2,8.920952275896199E-2,-8.9209522758962045E-2]
[null,"X1981",-0.20867749903206789,5.7984631476312498E-2,-1.439066439733061E-2,1.059410292820165E-2,-7.0905351757260121E-2,-0.16386482559460647,-0.18365603600828156,-0.23957272780303784,-0.32803171988874658,-0.32277362163045276,-0.20525255186452041,6.7112406655072218E-2,0.21704150436814246,0.25103736106153468,0.24433354836578355,-0.72495815700973076,-0.79290541703565698,-0.80382126691123545,-0.76605631677650288,-0.65473584154403996,-0.46803173214495236,-1.2349578106087302E-2,0.71255177322918228,1,-0.47080787327249068,0.15238468080300868,-0.15238468080300877,0.15238468080300868,-0.15238468080300877]
[null,"X2474",-6.3109975980188956E-2,-0.16730385338405176,-0.14302719366996069,-1.4389666234513539E-2,0.30378929941070965,0.45733919975232307,0.453365156273072,0.47291041923220856,0.48871132806675327,0.45834530421238706,0.35710123633887736,2.4707240348331775E-2,-0.24430794766648875,-0.34287395844954427,-0.3868342525262698,0.61585766382125784,0.613559784078611,0.6104192606072385,0.60686922475778615,0.59031023236295865,0.53114439691143867,0.30243248849075505,-0.17997706720503043,-0.47080787327249068,1,-5.5414347770966196E-2,5.5414347770966141E-2,-5.5414347770966196E-2,5.5414347770966141E-2]
[null,"Class-HIGH",-0.19001056870512861,-9.2485021353115135E-2,-0.22510399715553711,-0.28412890382508316,-0.24064532582605977,-3.1076173322267604E-2,8.9962243634650454E-2,9.4046450318455183E-2,-2.9483325243956408E-2,-0.11730782926400615,-9.4436850303443703E-2,1.3490230936149939E-2,6.6775700781141395E-2,8.0333085021932288E-2,9.7311941149100314E-2,-9.8397794763020338E-2,-9.4678738787336944E-2,-9.5666111785031496E-2,-7.7194550399935863E-2,-4.3659635698407917E-2,3.0672134986981956E-4,1.4560587690547111E-2,8.920952275896199E-2,0.15238468080300868,-5.5414347770966196E-2,1,-1.0000000000000004,1,-1.0000000000000004]
[null,"Class-LOW",0.19001056870512853,9.2485021353115066E-2,0.22510399715553717,0.28412890382508343,0.24064532582605985,3.1076173322267645E-2,-8.9962243634650482E-2,-9.4046450318455266E-2,2.9483325243956429E-2,0.11730782926400612,9.4436850303443759E-2,-1.3490230936149917E-2,-6.6775700781141381E-2,-8.033308502193226E-2,-9.7311941149100314E-2,9.8397794763020338E-2,9.4678738787337E-2,9.5666111785031566E-2,7.7194550399935877E-2,4.3659635698407848E-2,-3.0672134986978715E-4,-1.4560587690547133E-2,-8.9209522758962045E-2,-0.15238468080300877,5.5414347770966141E-2,-1.0000000000000004,1,-1.0000000000000004,1]
[null,"HIGH",-0.19001056870512861,-9.2485021353115135E-2,-0.22510399715553711,-0.28412890382508316,-0.24064532582605977,-3.1076173322267604E-2,8.9962243634650454E-2,9.4046450318455183E-2,-2.9483325243956408E-2,-0.11730782926400615,-9.4436850303443703E-2,1.3490230936149939E-2,6.6775700781141395E-2,8.0333085021932288E-2,9.7311941149100314E-2,-9.8397794763020338E-2,-9.4678738787336944E-2,-9.5666111785031496E-2,-7.7194550399935863E-2,-4.3659635698407917E-2,3.0672134986981956E-4,1.4560587690547111E-2,8.920952275896199E-2,0.15238468080300868,-5.5414347770966196E-2,1,-1.0000000000000004,1,-1.0000000000000004]
[null,"LOW",0.19001056870512853,9.2485021353115066E-2,0.22510399715553717,0.28412890382508343,0.24064532582605985,3.1076173322267645E-2,-8.9962243634650482E-2,-9.4046450318455266E-2,2.9483325243956429E-2,0.11730782926400612,9.4436850303443759E-2,-1.3490230936149917E-2,-6.6775700781141381E-2,-8.033308502193226E-2,-9.7311941149100314E-2,9.8397794763020338E-2,9.4678738787337E-2,9.5666111785031566E-2,7.7194550399935877E-2,4.3659635698407848E-2,-3.0672134986978715E-4,-1.4560587690547133E-2,-8.9209522758962045E-2,-0.15238468080300877,5.5414347770966141E-2,-1.0000000000000004,1,-1.0000000000000004,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.81108361087558445]
[null,"R²Y cum",0.81442613692063148]
[null,"R²X cum",0.14548640386796236]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.39547100889106868,-0.19001056870512817]
[null,"X1165",-0.2066292250254898,-9.2485021353114677E-2]
[null,"X1403",-0.42865395434554676,-0.22510399715553628]
[null,"X1411.5",-0.54590686444277114,-0.28412890382508227]
[null,"X1420",-0.51581454184350339,-0.24064532582605944]
[null,"X1428.5",-0.1844899886622067,-3.1076173322267579E-2]
[null,"X1437",-6.0786295545537071E-3,8.9962243634650177E-2]
[null,"X1445.5",-5.3424502855205905E-2,9.4046450318454933E-2]
[null,"X1454",-0.2933583757769575,-2.9483325243956408E-2]
[null,"X1462.5",-0.43081036336485073,-0.11730782926400571]
[null,"X1471",-0.39889217679543082,-9.4436850303443148E-2]
[null,"X1479.5",-0.17622110218615492,1.3490230936149905E-2]
[null,"X1488",9.8881731103378154E-3,6.6775700781141201E-2]
[null,"X1496.5",9.8664354075490318E-2,8.0333085021931927E-2]
[null,"X1505",0.16500128463367791,9.7311941149100148E-2]
[null,"X1913",-0.33576632544257062,-9.8397794763020019E-2]
[null,"X1921.5",-0.33953571904359175,-9.4678738787336555E-2]
[null,"X1930",-0.34524485539633903,-9.5666111785031302E-2]
[null,"X1938.5",-0.32292832307245978,-7.7194550399935738E-2]
[null,"X1947",-0.27075977078573871,-4.3659635698407639E-2]
[null,"X1955.5",-0.16994204094107898,3.067213498697241E-4]
[null,"X1964",-2.8987735467865844E-2,1.4560587690547071E-2]
[null,"X1972.5",0.24520084411458154,8.9209522758961754E-2]
[null,"X1981",0.38193966520286088,0.15238468080300813]
[null,"X2474",-0.23668625620992745,-5.5414347770966162E-2]
[null,"Class-HIGH",0.90245561493107895,0.99999999999999933]
[null,"Class-LOW",-0.90245561493107862,-0.99999999999999911]
[null,"HIGH",0.90245561493107895,0.99999999999999933]
[null,"LOW",-0.90245561493107862,-0.99999999999999911]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1"]
[null,"X961",-0.12352652523975573]
[null,"X1165",-6.0124830962450096E-2]
[null,"X1403",-0.14634088396080247]
[null,"X1411.5",-0.18471317910826221]
[null,"X1420",-0.15644435526432712]
[null,"X1428.5",-2.0202727324106551E-2]
[null,"X1437",5.8484764477528477E-2]
[null,"X1445.5",6.1139921311432338E-2]
[null,"X1454",-1.9167211301553334E-2]
[null,"X1462.5",-7.6262223891812642E-2]
[null,"X1471",-6.1393721686474063E-2]
[null,"X1479.5",8.7700456010449263E-3]
[null,"X1488",4.3411113098370417E-2]
[null,"X1496.5",5.222481529408364E-2]
[null,"X1505",6.3262828148987649E-2]
[null,"X1913",-6.3968745323809154E-2]
[null,"X1921.5",-6.155097422308016E-2]
[null,"X1930",-6.2192868810060122E-2]
[null,"X1938.5",-5.0184443125093924E-2]
[null,"X1947",-2.8383279560766517E-2]
[null,"X1955.5",1.9940060610551259E-4]
[null,"X1964",9.4658882141090833E-3]
[null,"X1972.5",5.7995418043365034E-2]
[null,"X1981",9.9065805905652615E-2]
[null,"X2474",-3.6025058370293191E-2]
[null,"Class-HIGH",0.65010344467445191]
[null,"Class-LOW",-0.65010344467445191]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1"]
[null,"X961",-0.12352652523975573]
[null,"X1165",-6.0124830962450096E-2]
[null,"X1403",-0.14634088396080247]
[null,"X1411.5",-0.18471317910826221]
[null,"X1420",-0.15644435526432712]
[null,"X1428.5",-2.0202727324106551E-2]
[null,"X1437",5.8484764477528477E-2]
[null,"X1445.5",6.1139921311432338E-2]
[null,"X1454",-1.9167211301553334E-2]
[null,"X1462.5",-7.6262223891812642E-2]
[null,"X1471",-6.1393721686474063E-2]
[null,"X1479.5",8.7700456010449263E-3]
[null,"X1488",4.3411113098370417E-2]
[null,"X1496.5",5.222481529408364E-2]
[null,"X1505",6.3262828148987649E-2]
[null,"X1913",-6.3968745323809154E-2]
[null,"X1921.5",-6.155097422308016E-2]
[null,"X1930",-6.2192868810060122E-2]
[null,"X1938.5",-5.0184443125093924E-2]
[null,"X1947",-2.8383279560766517E-2]
[null,"X1955.5",1.9940060610551259E-4]
[null,"X1964",9.4658882141090833E-3]
[null,"X1972.5",5.7995418043365034E-2]
[null,"X1981",9.9065805905652615E-2]
[null,"X2474",-3.6025058370293191E-2]
[null,"Class-HIGH",0.65010344467445191]
[null,"Class-LOW",-0.65010344467445191]
[]
[]
[null,"c vectors:"]
[]
[null,"Variable","c1"]
[null,"HIGH",0.52946123704501091]
[null,"LOW",-0.5294612370450108]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"p vectors:"]
[]
[null,"Variable","p1"]
[null,"X961",-0.23201869002598505]
[null,"X1165",-0.12122719752816084]
[null,"X1403",-0.25148677583369189]
[null,"X1411.5",-0.3202778274932741]
[null,"X1420",-0.30262297767533303]
[null,"X1428.5",-0.10823833992874198]
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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",507,8,515,0.98446601941747569]
[null,"LOW",14,565,579,0.97582037996545767]
[null,"Total",521,573,1094,0.979890310786106]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99823934805572845]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",217,6,223,0.97309417040358748]
[null,"LOW",5,242,247,0.97975708502024295]
[null,"Total",222,248,470,0.97659574468085109]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[476,2.8393953642665397,-0.95468484003346987,0.29761864224249818]
[477,2.8519869179883428,-0.95835654181499241,0.28557440144454255]
[478,2.8645784717101459,-0.96187630083365039,0.27348488421587913]
[479,2.8771700254319481,-0.96524355904879122,0.26135200729059388]
[480,2.8897615791537512,-0.96845778259802262,0.24917769427723904]
[481,2.9023531328755543,-0.97151846188185254,0.23696387535385935]
[482,2.9149446865973565,-0.97442511164448486,0.22471248696196916]
[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2]
[500,3.1415926535898069,-1,-1.3644250659861079E-14]

{"sheet":"PLS-DA5","index":19,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:30:24"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.6651571428571303E-3,-8.6115760642465292E-3,1.0581179119430713E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4851247453643302E-3,4.1727266632858188E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1912600000000001E-2,-2.7447158931835997E-2,2.7845166333297778E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.3136199999999999E-2,-2.6642803617132407E-2,1.5973528475123114E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9788977069731008E-2,8.5495090624015057E-4]
[null,"X1428.5",1094,0,1094,-1.6217357142857099E-2,-9.0683857142856393E-3,-1.4091523008618436E-2,7.5120972896890431E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0431456059023264E-2,6.9835496033246621E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0891596369809396E-3,5.8516539482163503E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6478347088012513E-3,5.5199057263284309E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5142317445808325E-3,5.1391857473795572E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1782210759989504E-3,3.4865368229694142E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2504890310785994E-3,2.5456289276858053E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.43208571428566E-3,-2.0476122225124077E-3,2.8753351464030766E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,4.64399999999976E-4,-3.09070527552887E-4,3.2032400929396374E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,1.9257428571428101E-3,1.1340212849307891E-3,3.2101252989625223E-4]
[null,"X1913",1094,0,1094,-3.64933714285713E-2,-8.4187571428571105E-3,-2.301676108644557E-2,4.5372451996398841E-3]
[null,"X1921.5",1094,0,1094,-2.67028714285714E-2,-4.73302857142843E-3,-1.5320894450248097E-2,3.5146835242431109E-3]
[null,"X1930",1094,0,1094,-1.96535999999999E-2,-3.4386285714286301E-3,-1.1438581444241307E-2,2.6809705207028489E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-2.49817142857145E-3,-7.7587300731261407E-3,1.7164700179250773E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8352790806999299E-3,9.4324134180593343E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1877842517628631E-3,5.0535329273702142E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2701921519979076E-3,3.2484463526274982E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4864223295899725E-3,3.0868857973219681E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.2472857142847904E-4,-6.1814689213894169E-4,4.1197321892111539E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.725263645860536E-3,9.8813522458408506E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",508,508,46.435100548446073]
[null,"","LOW",586,586,53.564899451553927]
[null,"Class","HIGH",508,508,46.435100548446073]
[null,"","LOW",586,586,53.564899451553927]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.44050142857143E-2,-6.4834857142857102E-3,-8.6324233434650465E-3,1.0901939643166666E-3]
[null,"X1165",470,0,470,-7.7489857142856999E-3,-4.7522142857142997E-3,-5.4950473860182316E-3,4.1941291491115647E-4]
[null,"X1403",470,0,470,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7518598996960481E-2,2.8911691029935662E-3]
[null,"X1411.5",470,0,470,-3.6163342857142997E-2,-2.2898085714285799E-2,-2.6688007325227973E-2,1.567948706611104E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7594499999999999E-2,-1.9809141063829784E-2,8.1683788658838978E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4104976079027358E-2,7.7055302558536509E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0444486595744679E-2,7.2928159008435185E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-6.0504285714285703E-3,-9.1004449240121594E-3,6.0865540477118678E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6565874468085185E-3,5.5853716954615208E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-7.9979714285713394E-3,-9.5254544680851028E-3,5.0611042961718063E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-6.3040571428572001E-3,-7.1966228875379934E-3,3.3842694284787092E-4]
[null,"X1479.5",470,0,470,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.2704298480243184E-3,2.5565907808288352E-4]
[null,"X1488",470,0,470,-3.9765857142856596E-3,-1.40075714285726E-3,-2.0633499696048677E-3,3.0518560038241943E-4]
[null,"X1496.5",470,0,470,-2.1657714285713801E-3,5.5757142857154596E-4,-3.1847525835866262E-4,3.4299195135045247E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,2.0514285714286502E-3,1.1269101823708162E-3,3.4269176264581028E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3054759422492379E-2,4.4911982611615352E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5370662857142855E-2,3.4364332667163634E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1509626352583588E-2,2.6350431026772774E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7923499392097114E-3,1.7107489929569766E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8401121276595727E-3,9.5529976500805739E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.1892122492401215E-3,5.2448643392006829E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-7.5404285714286701E-4,-2.2719612462006049E-3,3.406878289004453E-4]
[null,"X1972.5",470,0,470,-2.1472000000001298E-3,-6.1495714285708701E-4,-1.4746445288753771E-3,3.0253065993307213E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,7.7510000000002898E-4,-6.2193726443769237E-4,3.8851034697676276E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-1.2347142857138701E-4,-3.7443960486322186E-3,9.9293719835731359E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",230,230,48.936170212765958]
[null,"","LOW",240,240,51.063829787234042]
[null,"Class","HIGH",230,230,48.936170212765958]
[null,"","LOW",240,240,51.063829787234042]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
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[null,"X1165",0.84099640951852317,1,0.70769067773266681,0.54132604574547039,1.0016580500233399E-2,-0.43564021162557515,-0.50844532812388477,-0.44593795951490584,-0.26692686206845134,-7.8152854186754578E-2,0.19345994557670038,0.68490897147504881,0.85102561936990251,0.83286596486675835,0.77435818856458516,-0.34149206172978608,-0.29729419318479983,-0.26946465942757508,-0.28544563771326198,-0.34740826447020479,-0.46469291328451973,-0.44934385536137855,-0.24428387066281856,4.7948061015729633E-2,-0.17947583011888571,-6.5275121151726678E-2,6.5275121151726748E-2,-6.5275121151726678E-2,6.5275121151726748E-2]
[null,"X1403",0.88740057614420242,0.70769067773266681,1,0.90212311284472591,0.31910291255913492,-0.36237737537555376,-0.55609929430242055,-0.40925972968690899,-3.2128564668347133E-2,0.18718263633265028,0.31533327383374132,0.56168577046291546,0.63537640540430429,0.57248464990184567,0.48378032362147783,-0.30293922184135763,-0.26245075781256538,-0.24482873071138667,-0.27229643940394693,-0.33992072132007917,-0.44900738271962781,-0.43283096838393914,-0.23041481755502893,7.1007312710055616E-3,-0.1388268229297889,-0.2049441121333265,0.20494411213332672,-0.2049441121333265,0.20494411213332672]
[null,"X1411.5",0.69286754963595087,0.54132604574547039,0.90212311284472591,1,0.68871460618146674,3.6392781705175598E-2,-0.22641936662236109,-0.10495950350272126,0.27512912231610925,0.49620271912952524,0.58483902327903081,0.59488932658280858,0.4509553862292382,0.29815448868321148,0.15555211385441137,-8.5209984033861069E-2,-9.0043874297744492E-2,-8.1906310530963866E-2,-9.2059860990455294E-2,-0.11910507906901661,-0.17139803757564279,-0.1120035199497225,-2.1081984771803165E-2,3.8977348330993797E-2,-1.3889049016126132E-2,-0.2844940382296306,0.28449403822963093,-0.2844940382296306,0.28449403822963093]
[null,"X1420",8.1071649430848325E-2,1.0016580500233399E-2,0.31910291255913492,0.68871460618146674,1,0.73838346512368469,0.50215547679899764,0.54301753059482138,0.7550202740360612,0.85970258742966876,0.82769568916922465,0.40584458494475323,-6.8882203787144033E-2,-0.31749006397861618,-0.48885647816444061,0.42990308343739464,0.36026842673162063,0.34987139802904194,0.37055623325368664,0.41567760090023803,0.458573961767961,0.49497620222555955,0.26347802266006159,-4.0488217270317317E-2,0.27926908435972569,-0.27752632071078714,0.27752632071078753,-0.27752632071078714,0.27752632071078753]
[null,"X1428.5",-0.47265955367130463,-0.43564021162557515,-0.36237737537555376,3.6392781705175598E-2,0.73838346512368469,1,0.94463921752978786,0.91341834361541563,0.85726321410796047,0.79060118039301941,0.68090266665731913,0.11335251034367344,-0.42646106172838638,-0.64770041487856111,-0.76451044197343332,0.71410486170471166,0.63360080535963259,0.61567194476264975,0.65333879402714912,0.73304276511321409,0.82264600017549938,0.77630615393992664,0.32983475403863921,-0.14727843116836475,0.43175776486811945,-8.9469604383258253E-2,8.9469604383258433E-2,-8.9469604383258253E-2,8.9469604383258433E-2]
[null,"X1437",-0.58760860157545414,-0.50844532812388477,-0.55609929430242055,-0.22641936662236109,0.50215547679899764,0.94463921752978786,1,0.96974203807433146,0.81348212023345479,0.67887907215417043,0.57456096040273075,7.0923030880131036E-2,-0.41801049162942538,-0.60833171423518251,-0.69509435482105264,0.71554402858409782,0.65071437853503178,0.63616153173276524,0.67740216682515253,0.75727370668503535,0.84496671530308376,0.75583824509423114,0.28676998602682463,-0.17237113806875864,0.43044015517272416,4.0453109231349677E-2,-4.0453109231349794E-2,4.0453109231349677E-2,-4.0453109231349794E-2]
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[null,"X1454",-0.13462609420238961,-0.26692686206845134,-3.2128564668347133E-2,0.27512912231610925,0.7550202740360612,0.85726321410796047,0.81348212023345479,0.908578278407843,1,0.96152530973797545,0.85503059391302638,0.34068131608412738,-0.18926393410442724,-0.44342469231677267,-0.58952406106834154,0.72313363750521165,0.68152437111537434,0.67529025160967304,0.7030407092894535,0.74919414577815746,0.76839695929372365,0.61431971185700951,0.12644666004486524,-0.29084773370622485,0.46259027209296694,-7.1203157397955047E-2,7.1203157397955227E-2,-7.1203157397955047E-2,7.1203157397955227E-2]
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[null,"X1913",-0.17824256153558254,-0.34149206172978608,-0.30293922184135763,-8.5209984033861069E-2,0.42990308343739464,0.71410486170471166,0.71554402858409782,0.72383437735053124,0.72313363750521165,0.663184362765042,0.50146628548487793,-6.5480931143472629E-2,-0.49481283103999646,-0.63375385500567427,-0.67922838804728325,1,0.9895291132414864,0.98210125871968867,0.98359469835752422,0.97321556279114529,0.87637147504641844,0.49147004582133219,-0.25510634022909212,-0.73252490141231585,0.60590180701635488,-0.13767168198326571,0.13767168198326582,-0.13767168198326571,0.13767168198326582]
[null,"X1921.5",-0.11039792532748302,-0.29729419318479983,-0.26245075781256538,-9.0043874297744492E-2,0.36026842673162063,0.63360080535963259,0.65071437853503178,0.67250289785108242,0.68152437111537434,0.62359721084749054,0.46935320646262418,-5.4214112984314916E-2,-0.44565780675808703,-0.57121806645572015,-0.60788931922239164,0.9895291132414864,1,0.99625205567624842,0.98744491274618562,0.95528024763558539,0.83197690740238273,0.40163329465600872,-0.35546712175339656,-0.79799672229280283,0.60241241520134958,-0.12909953355953024,0.12909953355953016,-0.12909953355953024,0.12909953355953016]
[null,"X1930",-8.5242072304881886E-2,-0.26946465942757508,-0.24482873071138667,-8.1906310530963866E-2,0.34987139802904194,0.61567194476264975,0.63616153173276524,0.66256720328403451,0.67529025160967304,0.62091606234016883,0.47545352179367528,-3.0249571568964302E-2,-0.41650352219111636,-0.54262082733351968,-0.58029093448008207,0.98210125871968867,0.99625205567624842,1,0.99129114879528368,0.94898243329303456,0.81089279333214059,0.38500427746775373,-0.37493111027998793,-0.80901632244079336,0.59951689317727375,-0.12587741196838134,0.12587741196838148,-0.12587741196838134,0.12587741196838148]
[null,"X1938.5",-0.12199480865259021,-0.28544563771326198,-0.27229643940394693,-9.2059860990455294E-2,0.37055623325368664,0.65333879402714912,0.67740216682515253,0.70176004388245339,0.7030407092894535,0.64336056800479613,0.50088358028556279,-1.3534838660887708E-2,-0.41806706759253054,-0.55270460005753197,-0.59674139310574914,0.98359469835752422,0.98744491274618562,0.99129114879528368,1,0.96997137676286238,0.82938156735442103,0.40599379334451652,-0.32407517201972097,-0.77025649779454364,0.59760014855426158,-0.1076633233606131,0.10766332336061338,-0.1076633233606131,0.10766332336061338]
[null,"X1947",-0.21955512690627027,-0.34740826447020479,-0.33992072132007917,-0.11910507906901661,0.41567760090023803,0.73304276511321409,0.75727370668503535,0.77143267249204972,0.74919414577815746,0.67536777013814031,0.52675469748006076,-2.001910952823167E-2,-0.45695367960305033,-0.60338380737188479,-0.65526566669553521,0.97321556279114529,0.95528024763558539,0.94898243329303456,0.96997137676286238,1,0.90182674963274134,0.4767083453113839,-0.2379197744954844,-0.66149904204148235,0.5914358954137926,-8.2011498009128964E-2,8.201149800912895E-2,-8.2011498009128964E-2,8.201149800912895E-2]
[null,"X1955.5",-0.39809957082250819,-0.46469291328451973,-0.44900738271962781,-0.17139803757564279,0.458573961767961,0.82264600017549938,0.84496671530308376,0.8343795474817256,0.76839695929372365,0.67308261632171984,0.51661707586216166,-6.0170237963672289E-2,-0.52004371501492508,-0.67497768425903049,-0.7331506525292284,0.87637147504641844,0.83197690740238273,0.81089279333214059,0.82938156735442103,0.90182674963274134,1,0.70873964576406212,-2.1277397826429408E-2,-0.47893712520956355,0.5255732774030718,-4.53286384759942E-2,4.5328638475994214E-2,-4.53286384759942E-2,4.5328638475994214E-2]
[null,"X1964",-0.51769560633277556,-0.44934385536137855,-0.43283096838393914,-0.1120035199497225,0.49497620222555955,0.77630615393992664,0.75583824509423114,0.70693999977778343,0.61431971185700951,0.53998571568393317,0.43726945919319549,-2.4581424419317176E-2,-0.43404433101063533,-0.58675274725131421,-0.65992437189246889,0.49147004582133219,0.40163329465600872,0.38500427746775373,0.40599379334451652,0.4767083453113839,0.70873964576406212,1,0.53219698991578812,-3.1748001378335881E-2,0.29278387309606546,-3.2868390054328615E-2,3.2868390054328678E-2,-3.2868390054328615E-2,3.2868390054328678E-2]
[null,"X1972.5",-0.45183795833824686,-0.24428387066281856,-0.23041481755502893,-2.1081984771803165E-2,0.26347802266006159,0.32983475403863921,0.28676998602682463,0.22233107374511973,0.12644666004486524,9.6475824948511299E-2,0.10888196464799817,2.7415336335731854E-2,-0.1017136762232429,-0.16996249884184783,-0.22512750567508968,-0.25510634022909212,-0.35546712175339656,-0.37493111027998793,-0.32407517201972097,-0.2379197744954844,-2.1277397826429408E-2,0.53219698991578812,1,0.70157391203261255,-0.17093041545437773,6.7896587627822469E-2,-6.789658762782258E-2,6.7896587627822469E-2,-6.789658762782258E-2]
[null,"X1981",-0.21294617055773565,4.7948061015729633E-2,7.1007312710055616E-3,3.8977348330993797E-2,-4.0488217270317317E-2,-0.14727843116836475,-0.17237113806875864,-0.21919231199094766,-0.29084773370622485,-0.27992282382698513,-0.16799296183760709,0.10213898492864404,0.24209846801184115,0.26408029098705588,0.24624795862060847,-0.73252490141231585,-0.79799672229280283,-0.80901632244079336,-0.77025649779454364,-0.66149904204148235,-0.47893712520956355,-3.1748001378335881E-2,0.70157391203261255,1,-0.46034794029139608,0.15345454178413145,-0.15345454178413159,0.15345454178413145,-0.15345454178413159]
[null,"X2474",-5.9572232479773994E-2,-0.17947583011888571,-0.1388268229297889,-1.3889049016126132E-2,0.27926908435972569,0.43175776486811945,0.43044015517272416,0.45088353068047732,0.46259027209296694,0.42555829268785211,0.32959135190800781,3.4028113093666126E-3,-0.26795828573700198,-0.36376268662328742,-0.39789406199131144,0.60590180701635488,0.60241241520134958,0.59951689317727375,0.59760014855426158,0.5914358954137926,0.5255732774030718,0.29278387309606546,-0.17093041545437773,-0.46034794029139608,1,-6.8888341438231415E-2,6.8888341438231485E-2,-6.8888341438231415E-2,6.8888341438231485E-2]
[null,"Class-HIGH",-0.15812379152051828,-6.5275121151726678E-2,-0.2049441121333265,-0.2844940382296306,-0.27752632071078714,-8.9469604383258253E-2,4.0453109231349677E-2,4.7799539270843405E-2,-7.1203157397955047E-2,-0.15236397757137773,-0.12611342910516346,8.5687657901787444E-3,9.5190478563099604E-2,0.12359556700146512,0.14571800815147182,-0.13767168198326571,-0.12909953355953024,-0.12587741196838134,-0.1076633233606131,-8.2011498009128964E-2,-4.53286384759942E-2,-3.2868390054328615E-2,6.7896587627822469E-2,0.15345454178413145,-6.8888341438231415E-2,1,-1.0000000000000009,1,-1.0000000000000009]
[null,"Class-LOW",0.15812379152051789,6.5275121151726748E-2,0.20494411213332672,0.28449403822963093,0.27752632071078753,8.9469604383258433E-2,-4.0453109231349794E-2,-4.7799539270843433E-2,7.1203157397955227E-2,0.15236397757137807,0.12611342910516354,-8.568765790178753E-3,-9.5190478563099701E-2,-0.12359556700146529,-0.1457180081514719,0.13767168198326582,0.12909953355953016,0.12587741196838148,0.10766332336061338,8.201149800912895E-2,4.5328638475994214E-2,3.2868390054328678E-2,-6.789658762782258E-2,-0.15345454178413159,6.8888341438231485E-2,-1.0000000000000009,1,-1.0000000000000009,1]
[null,"HIGH",-0.15812379152051828,-6.5275121151726678E-2,-0.2049441121333265,-0.2844940382296306,-0.27752632071078714,-8.9469604383258253E-2,4.0453109231349677E-2,4.7799539270843405E-2,-7.1203157397955047E-2,-0.15236397757137773,-0.12611342910516346,8.5687657901787444E-3,9.5190478563099604E-2,0.12359556700146512,0.14571800815147182,-0.13767168198326571,-0.12909953355953024,-0.12587741196838134,-0.1076633233606131,-8.2011498009128964E-2,-4.53286384759942E-2,-3.2868390054328615E-2,6.7896587627822469E-2,0.15345454178413145,-6.8888341438231415E-2,1,-1.0000000000000009,1,-1.0000000000000009]
[null,"LOW",0.15812379152051789,6.5275121151726748E-2,0.20494411213332672,0.28449403822963093,0.27752632071078753,8.9469604383258433E-2,-4.0453109231349794E-2,-4.7799539270843433E-2,7.1203157397955227E-2,0.15236397757137807,0.12611342910516354,-8.568765790178753E-3,-9.5190478563099701E-2,-0.12359556700146529,-0.1457180081514719,0.13767168198326582,0.12909953355953016,0.12587741196838148,0.10766332336061338,8.201149800912895E-2,4.5328638475994214E-2,3.2868390054328678E-2,-6.789658762782258E-2,-0.15345454178413159,6.8888341438231485E-2,-1.0000000000000009,1,-1.0000000000000009,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.72664625315537523]
[null,"R²Y cum",0.72996437472385511]
[null,"R²X cum",0.20319462082350695]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.23500921477357239,-0.15812379152051853]
[null,"X1165",-3.7466125937188732E-2,-6.5275121151727553E-2]
[null,"X1403",-0.28836487800063543,-0.20494411213332861]
[null,"X1411.5",-0.48487743140585832,-0.28449403822963398]
[null,"X1420",-0.63047709344123637,-0.27752632071079081]
[null,"X1428.5",-0.42201297872314569,-8.9469604383259529E-2]
[null,"X1437",-0.24492652560200814,4.0453109231350204E-2]
[null,"X1445.5",-0.2844190137436739,4.7799539270843849E-2]
[null,"X1454",-0.49059344529214638,-7.120315739795606E-2]
[null,"X1462.5",-0.58711738829170201,-0.15236397757137993]
[null,"X1471",-0.51522355639960205,-0.1261134291051649]
[null,"X1479.5",-0.14715557267314155,8.5687657901788797E-3]
[null,"X1488",0.1687446390767795,9.5190478563100464E-2]
[null,"X1496.5",0.30671546722323478,0.1235955670014664]
[null,"X1505",0.3909339646286572,0.14571800815147343]
[null,"X1913",-0.52628799272772209,-0.13767168198326721]
[null,"X1921.5",-0.51166231160295894,-0.12909953355953124]
[null,"X1930",-0.50864870975633292,-0.12587741196838284]
[null,"X1938.5",-0.49414950264098889,-0.10766332336061443]
[null,"X1947",-0.46669833837447738,-8.2011498009129741E-2]
[null,"X1955.5",-0.39242419895930686,-4.5328638475994526E-2]
[null,"X1964",-0.2357840626506397,-3.2868390054328969E-2]
[null,"X1972.5",0.15732816693548068,6.7896587627823302E-2]
[null,"X1981",0.4232963629871857,0.15345454178413345]
[null,"X2474",-0.33772907461286961,-6.8888341438232331E-2]
[null,"Class-HIGH",0.85437952616144475,0.99999999999998579]
[null,"Class-LOW",-0.85437952616144508,-0.99999999999998757]
[null,"HIGH",0.85437952616144475,0.99999999999998579]
[null,"LOW",-0.85437952616144508,-0.99999999999998757]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1"]
[null,"X961",-0.10129472927935214]
[null,"X1165",-4.1815502032678808E-2]
[null,"X1403",-0.1312880127418955]
[null,"X1411.5",-0.18224801155442141]
[null,"X1420",-0.17778446402005377]
[null,"X1428.5",-5.7314584146921199E-2]
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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",491,17,508,0.96653543307086609]
[null,"LOW",33,553,586,0.94368600682593862]
[null,"Total",524,570,1094,0.95429616087751368]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.9890455779205084]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",218,12,230,0.94782608695652171]
[null,"LOW",19,221,240,0.92083333333333328]
[null,"Total",237,233,470,0.93404255319148932]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

{"sheet":"XLSTAT_20230729_143020_1_HID1","index":20,"n_rows":1095,"n_cols":2,"rows_kept":1095,"cut":false,"hidden":true,"merged":[]}
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[413,2.0461274797929634,-0.45763291404810286,0.88914122386707595]
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[415,2.0713105872365696,-0.47987678118484395,0.87733589626760022]
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[417,2.0964936946801749,-0.50181633187669406,0.86497420138511627]
[418,2.109085248401978,-0.51266763293641782,0.85858715232605853]
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[420,2.1342683558455833,-0.53412468465151974,0.84540571398939246]
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[428,2.2350007856200054,-0.61643291282637847,0.7874074320098754]
[429,2.2475923393418085,-0.62629846760037755,0.77958336916677407]
[430,2.2601838930636116,-0.63606472580217954,0.77163570717677277]
[431,2.2727754467854138,-0.64573013903910359,0.76356570610297836]
[432,2.2853670005072169,-0.6552931749069496,0.75537464540476196]
[433,2.29795855422902,-0.66475231723294848,0.74706382373491054]
[434,2.3105501079508222,-0.67410606631614611,0.73863455873372974]
[435,2.3231416616726253,-0.68335293916517603,0.73008818682013699]
[436,2.3357332153944284,-0.69249146973337627,0.72142606297978207]
[437,2.3483247691162306,-0.7015202091512257,0.71264956055021922]
[438,2.3609163228380337,-0.7104377259560577,0.70376007100316906]
[439,2.3735078765598367,-0.71924260631900705,0.69475900372391142]
[440,2.386099430281639,-0.72793345426916811,0.68564778578783214]
[441,2.3986909840034421,-0.73650889191492097,0.67642786173416547]
[442,2.4112825377252451,-0.74496755966238526,0.6671006933369733]
[443,2.4238740914470474,-0.75330811643097972,0.65766775937338562]
[444,2.4364656451688504,-0.76152923986604526,0.64813055538914632]
[445,2.4490571988906535,-0.76962962654849454,0.63849059346150505]
[446,2.4616487526124557,-0.77760799220146415,0.62874940195948303]
[447,2.4742403063342588,-0.78546307189393294,0.61890852530155571]
[448,2.4868318600560619,-0.79319362024126616,0.60896952371079627]
[449,{"$f":"-3.14159265358979+(A449-1)*0.0125915537218028","v":2.4994234137778641},{"$f":"1*COS(B449)+0","v":-0.80079841160266774},{"$f":"1*SIN(B449)+0+0*COS(B449)","v":0.59893397296750861}]
[450,2.5120149674996672,-0.80827624027550105,0.588803464159392]
[451,2.5246065212214703,-0.81562592068644368,0.57857960342928716]
[452,2.5371980749432725,-0.82284628757945599,0.56826401172052687]
[453,2.5497896286650756,-0.82993619620052894,0.55785832451994222]
[454,2.5623811823868787,-0.83689452247917506,0.54736419159856775]
[455,2.5749727361086809,-0.843720163206647,0.5367832767500762]
[456,2.587564289830484,-0.85041203621084671,0.52611725752699035]
[457,2.6001558435522871,-0.85696908052789589,0.51536782497471911]
[458,2.6127473972740893,-0.86339025657034785,0.50453668336344881]
[459,2.6253389509958924,-0.8696745462920108,0.4936255499179365]
[460,2.6379305047176955,-0.87582095334935095,0.48263615454525777]
[461,2.6505220584394977,-0.88182850325945983,0.47157023956053545]
[462,2.6631136121613008,-0.88769624355455456,0.46042955941070179]
[463,2.6757051658831039,-0.89342324393298445,0.44921588039634452]
[464,2.6882967196049061,-0.8990085964067277,0.43793098039166556]
[465,2.7008882733267092,-0.90445141544534879,0.42657664856260591]
[466,2.7134798270485123,-0.90975083811639346,0.41515468508318643]
[467,2.7260713807703145,-0.91490602422220291,0.40366690085009682]
[468,2.7386629344921176,-0.91991615643312463,0.39211511719558451]
[469,2.7512544882139207,-0.92478044041709373,0.38050116559869573]
[470,2.7638460419357229,-0.92949810496557161,0.36882688739490138]
[471,2.776437595657526,-0.93406840211581788,0.35709413348415964]
[472,2.7890291493793291,-0.93849060726947464,0.34530476403746974]
[473,2.8016207031011313,-0.94276401930744913,0.33346064820194843]
[474,2.8142122568229344,-0.94688796070107328,0.32156366380448331]
[475,2.8268038105447375,-0.95086177761952073,0.30961569705401759]
[476,2.8393953642665397,-0.95468484003346987,0.29761864224249818]
[477,2.8519869179883428,-0.95835654181499241,0.28557440144454255]
[478,2.8645784717101459,-0.96187630083365039,0.27348488421587913]
[479,2.8771700254319481,-0.96524355904879122,0.26135200729059388]
[480,2.8897615791537512,-0.96845778259802262,0.24917769427723904]
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[482,2.9149446865973565,-0.97442511164448486,0.22471248696196916]
[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2]
[500,3.1415926535898069,-1,-1.3644250659861079E-14]

{"sheet":"PLS-DA4","index":22,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:30:13"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6260345259858966E-3,1.1191457320739191E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4893556281013301E-3,4.3785887022151167E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7506625698615839E-2,2.953523546334943E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.3088071428571399E-2,-2.6683447022721338E-2,1.6307999478298505E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9808354426743269E-2,8.4411932873979629E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4099471598328538E-2,7.8003587072862526E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.043432004439802E-2,7.3387138575057025E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0913102898929239E-3,6.0617864092397911E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.653814755810914E-3,5.5455510729979544E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.523575332985118E-3,5.0761810126469015E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1881013580569293E-3,3.4196982924214264E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2583730869678845E-3,2.6011168235312376E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.05233494384957E-3,3.0575980221222846E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1079943849569169E-4,3.4352586708617019E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1335463698093472E-3,3.4320415682983824E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3046883585792627E-2,4.6392424426833553E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5347943222773599E-2,3.5754108138580645E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1469782893705923E-2,2.7196109428355452E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7742075346043304E-3,1.7489157764371316E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8387461478192782E-3,9.7034483248954599E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1901430530164531E-3,5.2615591616198064E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.274600391747191E-3,3.3536482179443577E-4]
[null,"X1972.5",1094,0,1094,-2.2181714285715599E-3,-2.7900000000080601E-5,-1.4850915382606403E-3,3.116590128540789E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1582043614520946E-4,4.1132231622079542E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7342787150692058E-3,1.0011595481560465E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",508,508,46.435100548446073]
[null,"","LOW",586,586,53.564899451553927]
[null,"Class","HIGH",508,508,46.435100548446073]
[null,"","LOW",586,586,53.564899451553927]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.3158785714285699E-2,-6.4834857142857102E-3,-8.5987689665653483E-3,9.3736099780538415E-4]
[null,"X1165",470,0,470,-7.5629285714285399E-3,-4.7184571428571503E-3,-5.4851993313069893E-3,3.6733956109936592E-4]
[null,"X1403",470,0,470,-4.1465699999999897E-2,-2.1499342857142899E-2,-2.7380180607902722E-2,2.4680341885493988E-3]
[null,"X1411.5",470,0,470,-3.3198914285714302E-2,-2.2898085714285799E-2,-2.6593403313069929E-2,1.4841103500239244E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7297642857142699E-2,-1.9764037173252289E-2,8.4203434779060412E-4]
[null,"X1428.5",470,0,470,-1.6151657142857101E-2,-1.19646714285714E-2,-1.4086474468085107E-2,7.0063742339913167E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-8.1134428571428795E-3,-1.0437820212765962E-2,6.4297411427784927E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.1801428571427496E-3,-9.0954389361702012E-3,5.5874611302581749E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.1390571428571808E-3,-9.6426679331307018E-3,5.5255494511715362E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-8.0929428571428503E-3,-9.5037057750759889E-3,5.2053696198457679E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-6.2400714285714099E-3,-7.1736249544072988E-3,3.5409161082955768E-4]
[null,"X1479.5",470,0,470,-5.3847857142856302E-3,-3.69698571428567E-3,-4.2520784498480254E-3,2.4281075220632109E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.4621714285714101E-3,-2.0523570820668718E-3,2.6098089599693448E-4]
[null,"X1496.5",470,0,470,-2.0488571428571899E-3,3.4211428571423501E-4,-3.1445094224924101E-4,2.8600810679453662E-4]
[null,"X1505",470,0,470,-3.7648571428572402E-4,1.87641428571428E-3,1.128015623100301E-3,2.8827089036236731E-4]
[null,"X1913",470,0,470,-3.64933714285713E-2,-1.27531428571428E-2,-2.2984644498480249E-2,4.2412114360213119E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-8.1212000000000506E-3,-1.5307702522796351E-2,3.2872866681731092E-3]
[null,"X1930",470,0,470,-1.96508857142857E-2,-5.7902428571427996E-3,-1.1436999999999984E-2,2.5416349912472549E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-4.1957000000001398E-3,-7.756323677811542E-3,1.6325430226966514E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-2.4771857142856799E-3,-4.8320419756838926E-3,8.8978196104873861E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.4392714285715901E-3,-3.183721762917932E-3,4.7439504072261952E-4]
[null,"X1964",470,0,470,-3.1628000000000198E-3,-1.0939428571428199E-3,-2.2617003647416342E-3,3.1585955243605392E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-5.4495714285712803E-4,-1.4777421580547125E-3,2.9544843604165203E-4]
[null,"X1981",470,0,470,-1.48851428571428E-3,5.9044285714288103E-4,-6.2735246200607941E-4,3.9000771081847276E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.8200000000023799E-4,-3.7234120364741663E-3,9.6214183566960189E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",230,230,48.936170212765958]
[null,"","LOW",240,240,51.063829787234042]
[null,"Class","HIGH",230,230,48.936170212765958]
[null,"","LOW",240,240,51.063829787234042]
[]
[]
[null,"Correlation matrix:"]
[]
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[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.7581360767807992]
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[null,"R²X cum",0.18132130166494295]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
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[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
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[null,null,"t1","u~1"]
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[null,"LOW",-0.87343212779470836,-0.99999999999998501]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
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[]
[]
[null,null,null,null,null,null," "]
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[]
[null,"w vectors:"]
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[null,"w* vectors:"]
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[null,"c vectors:"]
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[]
[]
[]
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[]
[]
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[]
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[]
[]
[]
[]
[null,null,null,null,null,null," "]
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[]
[null,"p vectors:"]
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[]
[null,"Scores on t:"]
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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",496,12,508,0.97637795275590555]
[null,"LOW",24,562,586,0.95904436860068254]
[null,"Total",520,574,1094,0.96709323583180984]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99166577087420116]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",219,11,230,0.95217391304347831]
[null,"LOW",5,235,240,0.97916666666666663]
[null,"Total",224,246,470,0.96595744680851059]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA3","index":25,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:29:58"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.49444857142857E-2,-6.6651571428571303E-3,-8.6206760250718134E-3,1.0411280731983691E-3]
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[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1819114285714401E-2,-2.7468028989292209E-2,2.7791101046748226E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6653062470618952E-2,1.5963837677143518E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.6336557142857099E-2,-1.9790185453120945E-2,8.4713851927333017E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4089379459388878E-2,7.4146412886346921E-4]
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[null,"X1496.5",1094,0,1094,-2.1657714285713801E-3,4.9461428571434497E-4,-3.1081772003134099E-4,3.1680478961729523E-4]
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[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.302088208409506E-2,4.4850010236644833E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5331581052494122E-2,3.47058983369476E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1456444789762339E-2,2.6484699063078349E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7633123661530407E-3,1.6973510593733853E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8321984199529867E-3,9.311026622840612E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.1861025594149932E-3,4.9976825511274044E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2671037215983214E-3,3.2628221037947833E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-1.2505714285704399E-4,-1.4777313789501164E-3,3.0730016450341132E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,7.7510000000002898E-4,-6.1606903891355436E-4,4.0926114656876332E-4]
[null,"X2474",1094,0,1094,-7.0604142857143603E-3,3.36457142857238E-4,-3.7260304126403711E-3,9.744527496406151E-4]
[]
[]
[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,"X961",470,0,470,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6112417325227963E-3,1.127778375276538E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.7184571428571503E-3,-5.4858205167173258E-3,4.5958796175691214E-4]
[null,"X1403",470,0,470,-4.3352214285714202E-2,-2.1499342857142899E-2,-2.7470020607902726E-2,2.903882662317388E-3]
[null,"X1411.5",470,0,470,-3.5611371428571501E-2,-2.32583857142857E-2,-2.6664128206686934E-2,1.5706758133272483E-3]
[null,"X1420",470,0,470,-2.2504242857142798E-2,-1.4997971428571399E-2,-1.9806328358662608E-2,8.3565297265937697E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4109965531914891E-2,7.921385082027484E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0450791246200604E-2,7.4356082840847505E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-5.5398999999999301E-3,-9.1075611550151987E-3,6.2429110462055779E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6635224316109387E-3,5.706457881263753E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5279671732522754E-3,5.1318953436194049E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1927688449847996E-3,3.4267724887860989E-4]
[null,"X1479.5",470,0,470,-5.6625428571429604E-3,-3.5864142857143801E-3,-4.2639097872340433E-3,2.5838322703691086E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.41622857142853E-3,-2.0577470212765998E-3,3.0689248117751218E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1440838905775191E-4,3.506021373514832E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,2.0514285714286502E-3,1.1317113981762904E-3,3.527539588803559E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-9.2603285714285607E-3,-2.3045167142857131E-2,4.6119366941763584E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-5.0784285714284803E-3,-1.5345788085106381E-2,3.5395585197640759E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-3.9651857142857204E-3,-1.1468046565349541E-2,2.7111916864000661E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-2.9763142857143201E-3,-7.7816839209726403E-3,1.7548008230047366E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8472828571428598E-3,9.8258738740247559E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1931266565349528E-3,5.3678245305920254E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-8.2059999999983802E-4,-2.2791500607902671E-3,3.3732362417791481E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-2.7900000000080601E-5,-1.4948741033434631E-3,3.0562916464911148E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,6.2472857142847904E-4,-6.2677379939210108E-4,3.9504507567547122E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,2.8157142857088099E-5,-3.7426112765957457E-3,1.0239965607009977E-3]
[]
[]
[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","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.83247728715205616,0.90108252803788524,0.72586122936862207,0.12919836885437885,-0.45049774388969044,-0.57993188314889232,-0.43739497423528617,-9.8128361394077948E-2,0.10361382425859042,0.24262830376394981,0.53629575877390412,0.65734132060440864,0.62952509624234221,0.57571609352454267,-0.17130026750981739,-0.10514273910110024,-8.1356524273632214E-2,-0.11547598169495718,-0.20984726029770623,-0.38394352514559876,-0.50676966492246911,-0.46401801772213158,-0.20749733325575301,-4.5525296071921184E-2,-0.15431384419355154,0.15431384419355168,-0.15431384419355154,0.15431384419355168]
[null,"X1165",0.83247728715205616,1,0.71816491536587235,0.57408616112256883,5.8029622944175165E-2,-0.41287121534228033,-0.49827733286670978,-0.4305365477079694,-0.23372176040640083,-4.0402033420771206E-2,0.22719928620399171,0.70577626555320683,0.85951705555011815,0.83109267773787465,0.76358039970635494,-0.34972672176734082,-0.30724085256432376,-0.28058162505106071,-0.29457405764974048,-0.35482809593805381,-0.46494472687621524,-0.43988518968865914,-0.24290436408332663,7.1163471303426165E-2,-0.17995927703083087,-6.1822728368198687E-2,6.1822728368198632E-2,-6.1822728368198687E-2,6.1822728368198632E-2]
[null,"X1403",0.90108252803788524,0.71816491536587235,1,0.90760837926434412,0.33927819285333727,-0.35106542681218023,-0.55032556029159918,-0.39878068953749202,-8.1696871143574316E-3,0.21129910398842652,0.33356381699955118,0.56552774747078194,0.62934915947905368,0.56352408330325809,0.47752714380039224,-0.27937093641866428,-0.23908299689245421,-0.22140419526513266,-0.24782202421805113,-0.31637968255567211,-0.42561684555789314,-0.41801528147521783,-0.26259745796374256,-1.5573414705737748E-2,-0.10724413903136767,-0.19739175119865265,0.19739175119865243,-0.19739175119865265,0.19739175119865243]
[null,"X1411.5",0.72586122936862207,0.57408616112256883,0.90760837926434412,1,0.69513052902231187,3.7489599269273546E-2,-0.22827319681419669,-0.10241888546848343,0.2894001872561463,0.5093346053115303,0.59458685991096349,0.59697861933280427,0.45194863527700613,0.29953165947998034,0.16076510400666161,-5.787513456248948E-2,-6.2430886797349983E-2,-5.19242572098257E-2,-6.2135336751281835E-2,-9.4592117051455468E-2,-0.15024647865273386,-0.10010701854063012,-5.6103404027874601E-2,3.8323624170536739E-3,1.2427922224994097E-2,-0.26714261561484132,0.26714261561484104,-0.26714261561484132,0.26714261561484104]
[null,"X1420",0.12919836885437885,5.8029622944175165E-2,0.33927819285333727,0.69513052902231187,1,0.73353138940890472,0.49397969311356993,0.53859020610006303,0.75919607992189242,0.86290436235513945,0.83099666298743036,0.40973462574404257,-5.7536847437636054E-2,-0.30487276129572105,-0.47603086149327173,0.45261831433782013,0.38290042623334736,0.37672198753861857,0.39610233250585841,0.43263660208720778,0.47025785246392526,0.50121051480845291,0.24728026195931352,-7.4865091803584E-2,0.28533679396923523,-0.25474465371680449,0.25474465371680433,-0.25474465371680449,0.25474465371680433]
[null,"X1428.5",-0.45049774388969044,-0.41287121534228033,-0.35106542681218023,3.7489599269273546E-2,0.73353138940890472,1,0.94363071965915157,0.91269389217669528,0.8540424702246473,0.78421513015227151,0.67444454986690583,0.10937879966685936,-0.42144943479709079,-0.64122806548471489,-0.76061230843927219,0.72393029697569222,0.64256928371837485,0.62726966684536956,0.66390816248806739,0.73888263914393237,0.82596257154433073,0.77798141009418431,0.34554174724256992,-0.15859082123180215,0.41909748505368405,-6.9420032059205009E-2,6.9420032059205092E-2,-6.9420032059205009E-2,6.9420032059205092E-2]
[null,"X1437",-0.57993188314889232,-0.49827733286670978,-0.55032556029159918,-0.22827319681419669,0.49397969311356993,0.94363071965915157,1,0.96903784270868676,0.80552440677200854,0.66709185142567984,0.56387619475253969,6.5278465376581912E-2,-0.4141512767958031,-0.60207790309046783,-0.69168695177347927,0.71541275102149393,0.65017028213884298,0.63690300510366615,0.67750147040281661,0.75469773426777287,0.84091332281041375,0.75148391053473329,0.31313731411224294,-0.16926450867497592,0.41205866260536067,6.0704083467273594E-2,-6.0704083467273608E-2,6.0704083467273594E-2,-6.0704083467273608E-2]
[null,"X1445.5",-0.43739497423528617,-0.4305365477079694,-0.39878068953749202,-0.10241888546848343,0.53859020610006303,0.91269389217669528,0.96903784270868676,1,0.90389664857920893,0.77551624393225538,0.67279325365928855,0.18701859737723781,-0.30919314577095042,-0.52210719912680703,-0.63062495751451586,0.72799702698263724,0.67672844856330217,0.66793282186275271,0.70695439693825357,0.77283488447984205,0.8332695019210945,0.70208321671931184,0.24245702283189111,-0.22232286445813898,0.43667312334829572,7.0970888665424212E-2,-7.0970888665424225E-2,7.0970888665424212E-2,-7.0970888665424225E-2]
[null,"X1454",-9.8128361394077948E-2,-0.23372176040640083,-8.1696871143574316E-3,0.2894001872561463,0.75919607992189242,0.8540424702246473,0.80552440677200854,0.90389664857920893,1,0.96156053394520724,0.85684229596819628,0.34530408060128037,-0.17790092542086683,-0.43047715686793347,-0.57821258287796684,0.73521906483932664,0.69383854247025256,0.68967235846516317,0.71722683997282055,0.75680911871921774,0.77086655084323441,0.60998724490604417,0.13068812356561871,-0.30909230728239545,0.45746306653209784,-4.9283358864273763E-2,4.9283358864273652E-2,-4.9283358864273763E-2,4.9283358864273652E-2]
[null,"X1462.5",0.10361382425859042,-4.0402033420771206E-2,0.21129910398842652,0.5093346053115303,0.86290436235513945,0.78421513015227151,0.66709185142567984,0.77551624393225538,0.96156053394520724,1,0.93717975381148833,0.46864075231765712,-4.8930216290367798E-2,-0.31189061808520269,-0.48083163182189897,0.6770374148153725,0.63774909226210763,0.63754835436559276,0.65978333199583705,0.6844647777871814,0.67539170615450372,0.53362478448236117,9.1907067408958099E-2,-0.30174757750699138,0.42314278559328217,-0.12934166801654431,0.12934166801654415,-0.12934166801654431,0.12934166801654415]
[null,"X1471",0.24262830376394981,0.22719928620399171,0.33356381699955118,0.59458685991096349,0.83099666298743036,0.67444454986690583,0.56387619475253969,0.67279325365928855,0.85684229596819628,0.93717975381148833,1,0.72701397683498858,0.24615003874568633,-3.3426829172563656E-2,-0.22122305814804699,0.50961071257290991,0.47801882254636341,0.48633494974112468,0.51193732507656375,0.53127720074137563,0.51485735646331832,0.42950101271227831,0.10229812617777928,-0.17952211766875689,0.32428617609196658,-9.9641103031136283E-2,9.9641103031136269E-2,-9.9641103031136283E-2,9.9641103031136269E-2]
[null,"X1479.5",0.53629575877390412,0.70577626555320683,0.56552774747078194,0.59697861933280427,0.40973462574404257,0.10937879966685936,6.5278465376581912E-2,0.18701859737723781,0.34530408060128037,0.46864075231765712,0.72701397683498858,1,0.82685686270838188,0.62194609959232905,0.46061903210780097,-6.5032357646442954E-2,-5.2189339349937934E-2,-2.8416844566968042E-2,-1.1122305128948465E-2,-2.0538860197268933E-2,-6.078097730443946E-2,-3.1036108027766438E-2,1.0849038423495069E-2,0.10377552149141496,2.0674633925743132E-3,2.9982957413991575E-2,-2.9982957413991561E-2,2.9982957413991575E-2,-2.9982957413991561E-2]
[null,"X1488",0.65734132060440864,0.85951705555011815,0.62934915947905368,0.45194863527700613,-5.7536847437636054E-2,-0.42144943479709079,-0.4141512767958031,-0.30919314577095042,-0.17790092542086683,-4.8930216290367798E-2,0.24615003874568633,0.82685686270838188,1,0.94681664011233047,0.86246728119806071,-0.49393258558456049,-0.44331243373990414,-0.41583807808418033,-0.41679120090922789,-0.45532401558539332,-0.51555724172832929,-0.43326991356126576,-0.11957728400202845,0.24857621682137673,-0.26000087532448724,0.10184670223966176,-0.10184670223966172,0.10184670223966176,-0.10184670223966172]
[null,"X1496.5",0.62952509624234221,0.83109267773787465,0.56352408330325809,0.29953165947998034,-0.30487276129572105,-0.64122806548471489,-0.60207790309046783,-0.52210719912680703,-0.43047715686793347,-0.31189061808520269,-3.3426829172563656E-2,0.62194609959232905,0.94681664011233047,1,0.97397393171530744,-0.63720306162483364,-0.57313662308204627,-0.54689133030219139,-0.55658459170431451,-0.60625569103945243,-0.67462767814083591,-0.58495958151479344,-0.18253122470065353,0.27739992988815282,-0.355907293702039,0.12709552708644012,-0.12709552708644012,0.12709552708644012,-0.12709552708644012]
[null,"X1505",0.57571609352454267,0.76358039970635494,0.47752714380039224,0.16076510400666161,-0.47603086149327173,-0.76061230843927219,-0.69168695177347927,-0.63062495751451586,-0.57821258287796684,-0.48083163182189897,-0.22122305814804699,0.46061903210780097,0.86246728119806071,0.97397393171530744,1,-0.69169351268490242,-0.61847871982151392,-0.59347378148082408,-0.60962299316242563,-0.66629209648649568,-0.74083625772069694,-0.66222456487863068,-0.2330168958572057,0.26690069618783474,-0.39152421406553595,0.14390532915768969,-0.14390532915768978,0.14390532915768969,-0.14390532915768978]
[null,"X1913",-0.17130026750981739,-0.34972672176734082,-0.27937093641866428,-5.787513456248948E-2,0.45261831433782013,0.72393029697569222,0.71541275102149393,0.72799702698263724,0.73521906483932664,0.6770374148153725,0.50961071257290991,-6.5032357646442954E-2,-0.49393258558456049,-0.63720306162483364,-0.69169351268490242,1,0.98901922854669289,0.98201741376631813,0.98284524838246223,0.97211260160413082,0.8765320831782436,0.48584966324369472,-0.23931641902894435,-0.73039219285244439,0.57479690597025179,-0.12509835600422378,0.12509835600422389,-0.12509835600422378,0.12509835600422389]
[null,"X1921.5",-0.10514273910110024,-0.30724085256432376,-0.23908299689245421,-6.2430886797349983E-2,0.38290042623334736,0.64256928371837485,0.65017028213884298,0.67672844856330217,0.69383854247025256,0.63774909226210763,0.47801882254636341,-5.2189339349937934E-2,-0.44331243373990414,-0.57313662308204627,-0.61847871982151392,0.98901922854669289,1,0.99619822528185842,0.98655582026526667,0.95412718595821056,0.83173522446106996,0.39179434023835885,-0.34458932581164459,-0.79640491265888003,0.57358269707656706,-0.11608948029025996,0.11608948029026003,-0.11608948029025996,0.11608948029026003]
[null,"X1930",-8.1356524273632214E-2,-0.28058162505106071,-0.22140419526513266,-5.19242572098257E-2,0.37672198753861857,0.62726966684536956,0.63690300510366615,0.66793282186275271,0.68967235846516317,0.63754835436559276,0.48633494974112468,-2.8416844566968042E-2,-0.41583807808418033,-0.54689133030219139,-0.59347378148082408,0.98201741376631813,0.99619822528185842,1,0.99089888840915386,0.94847461719709392,0.81104605403651209,0.37688010712246683,-0.36267148989373083,-0.80662457671165488,0.57375882732339634,-0.11619317564574974,0.11619317564574967,-0.11619317564574974,0.11619317564574967]
[null,"X1938.5",-0.11547598169495718,-0.29457405764974048,-0.24782202421805113,-6.2135336751281835E-2,0.39610233250585841,0.66390816248806739,0.67750147040281661,0.70695439693825357,0.71722683997282055,0.65978333199583705,0.51193732507656375,-1.1122305128948465E-2,-0.41679120090922789,-0.55658459170431451,-0.60962299316242563,0.98284524838246223,0.98655582026526667,0.99089888840915386,1,0.9700374638883541,0.8279995964897251,0.39585129013682258,-0.31044271583089278,-0.76563237691992059,0.56946875891080162,-9.8258583652820725E-2,9.8258583652820655E-2,-9.8258583652820725E-2,9.8258583652820655E-2]
[null,"X1947",-0.20984726029770623,-0.35482809593805381,-0.31637968255567211,-9.4592117051455468E-2,0.43263660208720778,0.73888263914393237,0.75469773426777287,0.77283488447984205,0.75680911871921774,0.6844647777871814,0.53127720074137563,-2.0538860197268933E-2,-0.45532401558539332,-0.60625569103945243,-0.66629209648649568,0.97211260160413082,0.95412718595821056,0.94847461719709392,0.9700374638883541,1,0.90008595408697845,0.46658795680406223,-0.21963592781789398,-0.65993773558771496,0.55555685387386755,-6.7846525230671514E-2,6.7846525230671639E-2,-6.7846525230671514E-2,6.7846525230671639E-2]
[null,"X1955.5",-0.38394352514559876,-0.46494472687621524,-0.42561684555789314,-0.15024647865273386,0.47025785246392526,0.82596257154433073,0.84091332281041375,0.8332695019210945,0.77086655084323441,0.67539170615450372,0.51485735646331832,-6.078097730443946E-2,-0.51555724172832929,-0.67462767814083591,-0.74083625772069694,0.8765320831782436,0.83173522446106996,0.81104605403651209,0.8279995964897251,0.90008595408697845,1,0.69855328402535843,-4.5286452491689324E-3,-0.48329750664437421,0.50605190043157389,-2.5535181077277209E-2,2.5535181077277255E-2,-2.5535181077277209E-2,2.5535181077277255E-2]
[null,"X1964",-0.50676966492246911,-0.43988518968865914,-0.41801528147521783,-0.10010701854063012,0.50121051480845291,0.77798141009418431,0.75148391053473329,0.70208321671931184,0.60998724490604417,0.53362478448236117,0.42950101271227831,-3.1036108027766438E-2,-0.43326991356126576,-0.58495958151479344,-0.66222456487863068,0.48584966324369472,0.39179434023835885,0.37688010712246683,0.39585129013682258,0.46658795680406223,0.69855328402535843,1,0.54823888862027592,-2.4781522964381488E-2,0.28527825458338768,-2.7488558439986717E-2,2.7488558439986748E-2,-2.7488558439986717E-2,2.7488558439986748E-2]
[null,"X1972.5",-0.46401801772213158,-0.24290436408332663,-0.26259745796374256,-5.6103404027874601E-2,0.24728026195931352,0.34554174724256992,0.31313731411224294,0.24245702283189111,0.13068812356561871,9.1907067408958099E-2,0.10229812617777928,1.0849038423495069E-2,-0.11957728400202845,-0.18253122470065353,-0.2330168958572057,-0.23931641902894435,-0.34458932581164459,-0.36267148989373083,-0.31044271583089278,-0.21963592781789398,-4.5286452491689324E-3,0.54823888862027592,1,0.71191350228552508,-0.14661336291014401,5.4839254474315785E-2,-5.4839254474315799E-2,5.4839254474315785E-2,-5.4839254474315799E-2]
[null,"X1981",-0.20749733325575301,7.1163471303426165E-2,-1.5573414705737748E-2,3.8323624170536739E-3,-7.4865091803584E-2,-0.15859082123180215,-0.16926450867497592,-0.22232286445813898,-0.30909230728239545,-0.30174757750699138,-0.17952211766875689,0.10377552149141496,0.24857621682137673,0.27739992988815282,0.26690069618783474,-0.73039219285244439,-0.79640491265888003,-0.80662457671165488,-0.76563237691992059,-0.65993773558771496,-0.48329750664437421,-2.4781522964381488E-2,0.71191350228552508,1,-0.43416490853476064,0.14651392812656888,-0.14651392812656899,0.14651392812656888,-0.14651392812656899]
[null,"X2474",-4.5525296071921184E-2,-0.17995927703083087,-0.10724413903136767,1.2427922224994097E-2,0.28533679396923523,0.41909748505368405,0.41205866260536067,0.43667312334829572,0.45746306653209784,0.42314278559328217,0.32428617609196658,2.0674633925743132E-3,-0.26000087532448724,-0.355907293702039,-0.39152421406553595,0.57479690597025179,0.57358269707656706,0.57375882732339634,0.56946875891080162,0.55555685387386755,0.50605190043157389,0.28527825458338768,-0.14661336291014401,-0.43416490853476064,1,-5.8570628526463296E-2,5.8570628526463171E-2,-5.8570628526463296E-2,5.8570628526463171E-2]
[null,"Class-HIGH",-0.15431384419355154,-6.1822728368198687E-2,-0.19739175119865265,-0.26714261561484132,-0.25474465371680449,-6.9420032059205009E-2,6.0704083467273594E-2,7.0970888665424212E-2,-4.9283358864273763E-2,-0.12934166801654431,-9.9641103031136283E-2,2.9982957413991575E-2,0.10184670223966176,0.12709552708644012,0.14390532915768969,-0.12509835600422378,-0.11608948029025996,-0.11619317564574974,-9.8258583652820725E-2,-6.7846525230671514E-2,-2.5535181077277209E-2,-2.7488558439986717E-2,5.4839254474315785E-2,0.14651392812656888,-5.8570628526463296E-2,1,-1,1,-1]
[null,"Class-LOW",0.15431384419355168,6.1822728368198632E-2,0.19739175119865243,0.26714261561484104,0.25474465371680433,6.9420032059205092E-2,-6.0704083467273608E-2,-7.0970888665424225E-2,4.9283358864273652E-2,0.12934166801654415,9.9641103031136269E-2,-2.9982957413991561E-2,-0.10184670223966172,-0.12709552708644012,-0.14390532915768978,0.12509835600422389,0.11608948029026003,0.11619317564574967,9.8258583652820655E-2,6.7846525230671639E-2,2.5535181077277255E-2,2.7488558439986748E-2,-5.4839254474315799E-2,-0.14651392812656899,5.8570628526463171E-2,-1,1,-1,1]
[null,"HIGH",-0.15431384419355154,-6.1822728368198687E-2,-0.19739175119865265,-0.26714261561484132,-0.25474465371680449,-6.9420032059205009E-2,6.0704083467273594E-2,7.0970888665424212E-2,-4.9283358864273763E-2,-0.12934166801654431,-9.9641103031136283E-2,2.9982957413991575E-2,0.10184670223966176,0.12709552708644012,0.14390532915768969,-0.12509835600422378,-0.11608948029025996,-0.11619317564574974,-9.8258583652820725E-2,-6.7846525230671514E-2,-2.5535181077277209E-2,-2.7488558439986717E-2,5.4839254474315785E-2,0.14651392812656888,-5.8570628526463296E-2,1,-1,1,-1]
[null,"LOW",0.15431384419355168,6.1822728368198632E-2,0.19739175119865243,0.26714261561484104,0.25474465371680433,6.9420032059205092E-2,-6.0704083467273608E-2,-7.0970888665424225E-2,4.9283358864273652E-2,0.12934166801654415,9.9641103031136269E-2,-2.9982957413991561E-2,-0.10184670223966172,-0.12709552708644012,-0.14390532915768978,0.12509835600422389,0.11608948029026003,0.11619317564574967,9.8258583652820655E-2,6.7846525230671639E-2,2.5535181077277255E-2,2.7488558439986748E-2,-5.4839254474315799E-2,-0.14651392812656899,5.8570628526463171E-2,-1,1,-1,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.76057517443478773]
[null,"R²Y cum",0.76704080798624408]
[null,"R²X cum",0.18213779340845535]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.25823527697661175,-0.15431384419355076]
[null,"X1165",-5.1894701404507165E-2,-6.1822728368198923E-2]
[null,"X1403",-0.30707882514975404,-0.19739175119865351]
[null,"X1411.5",-0.48090664015515483,-0.26714261561484232]
[null,"X1420",-0.59206899602748342,-0.25474465371680566]
[null,"X1428.5",-0.36241409340517833,-6.94200320592053E-2]
[null,"X1437",-0.17651679047238414,6.0704083467273941E-2]
[null,"X1445.5",-0.21274521055428897,7.0970888665424461E-2]
[null,"X1454",-0.42869029779332635,-4.9283358864273825E-2]
[null,"X1462.5",-0.529390106780114,-0.12934166801654476]
[null,"X1471",-0.45303659903583604,-9.964110303113681E-2]
[null,"X1479.5",-0.10479179698715863,2.9982957413991655E-2]
[null,"X1488",0.17157825776346255,0.10184670223966198]
[null,"X1496.5",0.29463639988444701,0.12709552708644081]
[null,"X1505",0.36901812237942433,0.14390532915769005]
[null,"X1913",-0.48410300219421309,-0.125098356004224]
[null,"X1921.5",-0.47070490766985273,-0.11608948029026044]
[null,"X1930",-0.4712558905423056,-0.11619317564575016]
[null,"X1938.5",-0.45445272446985324,-9.825858365282103E-2]
[null,"X1947",-0.41806943539248359,-6.7846525230671778E-2]
[null,"X1955.5",-0.33765966747589432,-2.5535181077277282E-2]
[null,"X1964",-0.19849010382914564,-2.7488558439986783E-2]
[null,"X1972.5",0.15659601732177444,5.4839254474315986E-2]
[null,"X1981",0.41310742310691728,0.14651392812656922]
[null,"X2474",-0.29967281117512884,-5.8570628526463338E-2]
[null,"Class-HIGH",0.87580865946064068,1.000000000000004]
[null,"Class-LOW",-0.87580865946064024,-1.000000000000004]
[null,"HIGH",0.87580865946064068,1.000000000000004]
[null,"LOW",-0.87580865946064024,-1.000000000000004]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1"]
[null,"X961",-0.10003066435450862]
[null,"X1165",-4.0075267538035399E-2]
[null,"X1403",-0.12795500049713859]
[null,"X1411.5",-0.17316951344842826]
[null,"X1420",-0.16513279858474481]
[null,"X1428.5",-4.5000057918872086E-2]
[null,"X1437",3.9350129795526899E-2]
[null,"X1445.5",4.6005367698104219E-2]
[null,"X1454",-3.194688820422116E-2]
[null,"X1462.5",-8.3842982773388572E-2]
[null,"X1471",-6.4590223808559721E-2]
[null,"X1479.5",1.9435813844885512E-2]
[null,"X1488",6.6019956541105845E-2]
[null,"X1496.5",8.2386969732910292E-2]
[null,"X1505",9.3283566066456491E-2]
[null,"X1913",-8.1092346096075796E-2]
[null,"X1921.5",-7.5252534201916382E-2]
[null,"X1930",-7.5319752508571369E-2]
[null,"X1938.5",-6.3694035053632095E-2]
[null,"X1947",-4.3980065615218861E-2]
[null,"X1955.5",-1.6552637522068009E-2]
[null,"X1964",-1.7818872812543997E-2]
[null,"X1972.5",3.5548379255534376E-2]
[null,"X1981",9.4974534814303707E-2]
[null,"X2474",-3.7967163048667811E-2]
[null,"Class-HIGH",0.64822871128169224]
[null,"Class-LOW",-0.64822871128169224]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1"]
[null,"X961",-0.10003066435450862]
[null,"X1165",-4.0075267538035399E-2]
[null,"X1403",-0.12795500049713859]
[null,"X1411.5",-0.17316951344842826]
[null,"X1420",-0.16513279858474481]
[null,"X1428.5",-4.5000057918872086E-2]
[null,"X1437",3.9350129795526899E-2]
[null,"X1445.5",4.6005367698104219E-2]
[null,"X1454",-3.194688820422116E-2]
[null,"X1462.5",-8.3842982773388572E-2]
[null,"X1471",-6.4590223808559721E-2]
[null,"X1479.5",1.9435813844885512E-2]
[null,"X1488",6.6019956541105845E-2]
[null,"X1496.5",8.2386969732910292E-2]
[null,"X1505",9.3283566066456491E-2]
[null,"X1913",-8.1092346096075796E-2]
[null,"X1921.5",-7.5252534201916382E-2]
[null,"X1930",-7.5319752508571369E-2]
[null,"X1938.5",-6.3694035053632095E-2]
[null,"X1947",-4.3980065615218861E-2]
[null,"X1955.5",-1.6552637522068009E-2]
[null,"X1964",-1.7818872812543997E-2]
[null,"X1972.5",3.5548379255534376E-2]
[null,"X1981",9.4974534814303707E-2]
[null,"X2474",-3.7967163048667811E-2]
[null,"Class-HIGH",0.64822871128169224]
[null,"Class-LOW",-0.64822871128169224]
[]
[]
[null,"c vectors:"]
[]
[null,"Variable","c1"]
[null,"HIGH",0.49721787446138921]
[null,"LOW",-0.49721787446138893]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"p vectors:"]
[]
[null,"Variable","p1"]
[null,"X961",-0.14660644667333222]
[null,"X1165",-2.9461883996497663E-2]
[null,"X1403",-0.17433611678045191]
[null,"X1411.5",-0.27302239461707473]
[null,"X1420",-0.33613196736438972]
[null,"X1428.5",-0.20575129424816146]
[null,"X1437",-0.10021287460148656]
[null,"X1445.5",-0.12078062970830686]
[null,"X1454",-0.24337790722723138]
[null,"X1462.5",-0.30054763767259313]
[null,"X1471",-0.25719989451181974]
[null,"X1479.5",-5.9492851544802543E-2]
[null,"X1488",9.7409149484175839E-2]
[null,"X1496.5",0.16727224937433308]
[null,"X1505",0.20950056209792015]
[null,"X1913",-0.27483704707786261]
[null,"X1921.5",-0.26723062299279154]
[null,"X1930",-0.2675434293686435]
[null,"X1938.5",-0.25800386335897224]
[null,"X1947",-0.23734818535722144]
[null,"X1955.5",-0.1916976046538493]
[null,"X1964",-0.11268765895547023]
[null,"X1972.5",8.8903367237545272E-2]
[null,"X1981",0.23453113031325784]
[null,"X2474",-0.1701315425427842]
[null,"Class-HIGH",0.49721787446138921]
[null,"Class-LOW",-0.49721787446138893]
[]
[]
[null,"Scores on t:"]
[]
[null,"Observation","t1"]
[null,"Obs4",2.5645262015183015]
[null,"Obs6",-1.5733816867145634]
[null,"Obs7",-1.2531110368208567]
[null,"Obs8",1.2064521959101406]
[null,"Obs9",0.55394604274316661]
[null,"Obs10",1.0655957442599862]
[null,"Obs12",1.3933888770309009]
[null,"Obs13",-1.2351232339521727]
[null,"Obs14",1.7215486649516896]
[null,"Obs15",-1.2555016246057593]
[null,"Obs17",-1.4699436929488296]
[null,"Obs21",0.92279982817975037]
[null,"Obs22",-1.9223627487998685]
[null,"Obs23",1.230193967870242]
[null,"Obs24",0.61357360393769655]
[null,"Obs26",0.70403441888333929]
[null,"Obs27",-1.8951166671314534]
[null,"Obs28",-1.5835718417974984]
[null,"Obs29",-1.9591421088177574]
[null,"Obs30",-1.614143508706873]
[null,"Obs31",-1.7231545791926428]
[null,"Obs33",2.5311647380442257]
[null,"Obs35",0.55600097079782029]
[null,"Obs36",-1.4041751418911437]
[null,"Obs37",-1.4486090493313655]
[null,"Obs40",-1.8175036291960707]
[null,"Obs41",-1.492778689012515]
[null,"Obs42",1.3807226001434887]
[null,"Obs43",1.5114729192856369]
[null,"Obs45",0.50923409692540267]
[null,"Obs47",-2.3330349298381017]
[null,"Obs48",-1.6357470162150043]
[null,"Obs49",-1.2036117424976331]
[null,"Obs50",-0.8538773220311493]
[null,"Obs51",-1.4847831845228723]
[null,"Obs53",-0.90432380230696208]
[null,"Obs55",-1.7770331080554143]
[null,"Obs56",-1.090006559930528]
[null,"Obs58",-1.3075171001941688]
[null,"Obs59",1.6282490189352705]
[null,"Obs60",2.4179400071120569]
[null,"Obs63",2.7087805433143006]
[null,"Obs64",1.1969289700200076]
[null,"Obs65",1.2133527817455048]
[null,"Obs68",0.48614378068860808]
[null,"Obs69",2.1360093672472154]
[null,"Obs70",3.0699052756085656]
[null,"Obs73",1.266670972384343]
[null,"Obs74",1.2509642862838861]
[null,"Obs75",0.90311363902760322]
[null,"Obs76",0.34802563685720567]
[null,"Obs77",-1.4172762586419645]
[null,"Obs78",1.5077312030246444]
[null,"Obs80",2.6561236373661621]
[null,"Obs81",2.2610057870003679]
[null,"Obs82",0.34050319643454552]
[null,"Obs83",1.1320644259336519]
[null,"Obs84",2.6787410234683882]
[null,"Obs87",-0.45391792753271576]
[null,"Obs88",-1.6097420126647997]
[null,"Obs89",1.3307062242010086]
[null,"Obs91",2.1784956507014663]
[null,"Obs92",1.7102150644093657]
[null,"Obs93",2.3830584180045307]
[null,"Obs94",-0.82790481006210814]
[null,"Obs95",-1.5344897512833748]
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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",509,15,524,0.97137404580152675]
[null,"LOW",19,551,570,0.96666666666666667]
[null,"Total",528,566,1094,0.96892138939670935]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99339092004820484]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",211,3,214,0.98598130841121501]
[null,"LOW",8,248,256,0.96875]
[null,"Total",219,251,470,0.97659574468085109]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"PLS-DA2","index":28,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:29:27"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.44050142857143E-2,-6.4834857142857102E-3,-8.5888489292243238E-3,1.0298488082139171E-3]
[null,"X1165",1094,0,1094,-8.2040571428571296E-3,-4.6917285714285504E-3,-5.4747224601723607E-3,3.9617450665724828E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7401353342909395E-2,2.7322269542237793E-3]
[null,"X1411.5",1094,0,1094,-3.6504528571428503E-2,-2.2898085714285799E-2,-2.6616910838338982E-2,1.5566684294590367E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.6336557142857099E-2,-1.9779292543745105E-2,8.4026381086892154E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-1.00569714285714E-2,-1.4088584565160621E-2,7.4528661842328931E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.4206857142857796E-3,-1.0430071389396727E-2,6.8753711116603168E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-6.0504285714285703E-3,-9.0851288587098199E-3,5.7129911154469616E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6388875032645729E-3,5.407694156811853E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.5035026638808986E-3,5.0544357035855569E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-6.3040571428572001E-3,-7.1712830373465578E-3,3.3928433437290819E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.246379015408714E-3,2.4473146304154015E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.41622857142853E-3,-2.0439793549229569E-3,2.8154315894748927E-4]
[null,"X1496.5",1094,0,1094,-2.2178714285714398E-3,4.64399999999976E-4,-3.0423581875163369E-4,3.1546309405019611E-4]
[null,"X1505",1094,0,1094,-7.4778571428568696E-4,2.0183285714285302E-3,1.1366702533298493E-3,3.1862861323939552E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.2979639161660976E-2,4.4243367344880911E-3]
[null,"X1921.5",1094,0,1094,-2.67028714285714E-2,-3.53902857142852E-3,-1.5300958513972316E-2,3.4089233862594557E-3]
[null,"X1930",1094,0,1094,-1.96535999999999E-2,-2.3396999999999398E-3,-1.1432295795246801E-2,2.5990788094384233E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-1.8199285714287599E-3,-7.7513368372943217E-3,1.6682210160631336E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8225750718203179E-3,9.2290057926513417E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1832781535649016E-3,5.0275576619567138E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2708375163227913E-3,3.2234919327482397E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-1.2505714285704399E-4,-1.4874631104727072E-3,3.0171227602528882E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.2472857142847904E-4,-6.2242802298250225E-4,3.9453207993286963E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,2.8157142857088099E-5,-3.7245831026377647E-3,9.9145639471262233E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",514,514,46.983546617915906]
[null,"","LOW",580,580,53.016453382084094]
[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,"X961",470,0,470,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6853243768997002E-3,1.1488516994686252E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.7785999999999896E-3,-5.5192603647416403E-3,4.6323013862236204E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7625218814589656E-2,2.9999299800187586E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.3136199999999999E-2,-2.6748276899696045E-2,1.6573611802782574E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9831683343465033E-2,8.5065218104903072E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4111815775075977E-2,7.8368219694813495E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0447709635258363E-2,7.5278958404899495E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-5.5398999999999301E-3,-9.1098272036474054E-3,6.3835296007698429E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6774134954407311E-3,5.8271226826945416E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.550428115501523E-3,5.2423833809311872E-4]
[null,"X1471",470,0,470,-8.3499428571428003E-3,-5.9522714285714703E-3,-7.212772279635263E-3,3.5858719518456892E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.7706571428571299E-3,-4.2799965653495401E-3,2.7620273808707521E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0718060486322218E-3,3.1735415024339346E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,5.5757142857154596E-4,-3.2972881458966514E-4,3.5277799708499874E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,2.0514285714286502E-3,1.1207442857142816E-3,3.4763335305900117E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.3141166626139777E-2,4.7446458688307847E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5417066930091185E-2,3.6753016065189182E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1524257203647408E-2,2.8193524425510772E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-2.49817142857145E-3,-7.8095588753799277E-3,1.8181490281825429E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.9887571428571799E-3,-4.8696827355623048E-3,9.997604461487123E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.1997009118541063E-3,5.3009526366097756E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-8.2059999999983802E-4,-2.270459057750758E-3,3.4617064141410035E-4]
[null,"X1972.5",470,0,470,-2.2027857142856702E-3,-2.7900000000080601E-5,-1.4722219452887504E-3,3.1840733271746923E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,7.7510000000002898E-4,-6.119722492401253E-4,4.2855019535351476E-4]
[null,"X2474",470,0,470,-6.4887142857142904E-3,3.36457142857238E-4,-3.7459801215805394E-3,9.8515886594236456E-4]
[]
[]
[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,"Class","HIGH",224,224,47.659574468085104]
[null,"","LOW",246,246,52.340425531914896]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.8344755000087436,0.89814737272997058,0.71476887344677364,9.4193232731649493E-2,-0.46584843108614438,-0.58434022249165662,-0.44436043609141729,-0.11602942673034014,7.8632126830184168E-2,0.22571985302537512,0.5446586615604857,0.67065569162766248,0.64155844222028369,0.59250485449789458,-0.19302203687035119,-0.12206578441976887,-9.6404073486505398E-2,-0.13208207657133084,-0.23616768171852445,-0.39695275066711982,-0.5016144506299598,-0.442956531249875,-0.20794184939704899,-7.9421998345319975E-2,-0.1542574881030562,0.15425748810305626,-0.1542574881030562,0.15425748810305626]
[null,"X1165",0.8344755000087436,1,0.69999333203493774,0.54497612146459107,1.4741090950059259E-2,-0.42604766565537966,-0.49931774884185642,-0.43555806893130861,-0.25282051403682804,-6.6400274847266252E-2,0.20476986773433234,0.70417210483320547,0.85746766587089118,0.83027829951579768,0.77022701982874631,-0.34217267827675357,-0.29558217341498505,-0.26899180508459081,-0.2822628328186832,-0.3496278446008646,-0.45499759109867738,-0.4358203927967908,-0.23816896058964362,4.8096709325607306E-2,-0.1960440654463442,-8.2102042295207539E-2,8.2102042295207525E-2,-8.2102042295207539E-2,8.2102042295207525E-2]
[null,"X1403",0.89814737272997058,0.69999333203493774,1,0.90211261533979681,0.30832792967780104,-0.36460550631600713,-0.55319091971698364,-0.40210276214684471,-1.7268001841709506E-2,0.19519024964715204,0.31759108689277005,0.5604027551131946,0.62784310643100882,0.56243374763657528,0.48101918024878426,-0.29486343610107801,-0.25090918330800738,-0.23263373624085135,-0.26218674825649968,-0.33726751526254528,-0.43253978076639937,-0.41214550440561087,-0.24320284224465646,-1.4876311493336996E-2,-0.13554107976601404,-0.18302141085923967,0.18302141085923965,-0.18302141085923967,0.18302141085923965]
[null,"X1411.5",0.71476887344677364,0.54497612146459107,0.90211261533979681,1,0.68115200144463228,3.696674278383183E-2,-0.21829361062988289,-9.2326272564964895E-2,0.295459460487557,0.50959388006204598,0.59198297633181762,0.58681481284480363,0.43429970329090112,0.28317813152634225,0.15012827435170512,-5.4918014478648573E-2,-5.6986853836567965E-2,-4.8275433814203642E-2,-6.1998907181664765E-2,-9.7709706328051038E-2,-0.13849120398238912,-8.3087295721080215E-2,-4.5090421280575374E-2,-5.0589180852301579E-3,3.4818834454029908E-3,-0.26137322310326461,0.2613732231032645,-0.26137322310326461,0.2613732231032645]
[null,"X1420",9.4193232731649493E-2,1.4741090950059259E-2,0.30832792967780104,0.68115200144463228,1,0.74606170720660281,0.51907781727275248,0.56222267813464988,0.77363879942743619,0.8714286951253214,0.83356006482650857,0.38333580244779952,-9.9248501199711694E-2,-0.33794346409040438,-0.50025567852150732,0.47701865540324045,0.40758289049389407,0.3968114204440189,0.41388117939850755,0.45305887832882941,0.50164731437274535,0.52431585081243592,0.23917979665843422,-9.2045203513259774E-2,0.30712814415873579,-0.25874072746330629,0.25874072746330629,-0.25874072746330629,0.25874072746330629]
[null,"X1428.5",-0.46584843108614438,-0.42604766565537966,-0.36460550631600713,3.696674278383183E-2,0.74606170720660281,1,0.94719604901560706,0.91658701517199292,0.85648923634159191,0.78949191730702128,0.67921630222956553,9.3585289220817644E-2,-0.44571178098312764,-0.65328895479824001,-0.76632025166014117,0.73966082920404297,0.65822615483400315,0.6387079853444011,0.67423736887620167,0.7527957782211061,0.83958817955213105,0.77828177812075017,0.3172178891203784,-0.17204691369977915,0.4491783043152362,-8.6342030075995974E-2,8.634203007599596E-2,-8.6342030075995974E-2,8.634203007599596E-2]
[null,"X1437",-0.58434022249165662,-0.49931774884185642,-0.55319091971698364,-0.21829361062988289,0.51907781727275248,0.94719604901560706,1,0.96955306541710984,0.80948786824195285,0.67765612116638529,0.57460984307792806,5.6865664143012661E-2,-0.43272763424219857,-0.61107975967660477,-0.69793465885268702,0.73345648462862889,0.66782064254723927,0.65083015056012894,0.69029536399382418,0.77074326410599869,0.85174598861638906,0.74721427645206662,0.28048972655329474,-0.18574937767672878,0.44503545906088299,3.491294668431575E-2,-3.4912946684315674E-2,3.491294668431575E-2,-3.4912946684315674E-2]
[null,"X1445.5",-0.44436043609141729,-0.43555806893130861,-0.40210276214684471,-9.2326272564964895E-2,0.56222267813464988,0.91658701517199292,0.96955306541710984,1,0.9060088189261849,0.78296471825487446,0.68047261422250038,0.17630231861158085,-0.33041338839489343,-0.534003252391128,-0.63944822546664382,0.74393183800969076,0.69336340958873632,0.68058859813551853,0.71618587325665006,0.78494229715972197,0.8420541402106666,0.69741355346338929,0.21125624214865216,-0.23903508786404959,0.46744552049646576,4.4977117468648561E-2,-4.4977117468648541E-2,4.4977117468648561E-2,-4.4977117468648541E-2]
[null,"X1454",-0.11602942673034014,-0.25282051403682804,-1.7268001841709506E-2,0.295459460487557,0.77363879942743619,0.85648923634159191,0.80948786824195285,0.9060088189261849,1,0.96288863900956423,0.85836933331176068,0.32806449639381585,-0.20505741855887347,-0.44738070204924402,-0.58951890653497507,0.74342900279550794,0.70389713638585205,0.69554470806112589,0.71790208181473525,0.75957209066120246,0.77893198192159019,0.61153235208761014,0.10980672229364792,-0.32071190757696411,0.47862696637320667,-6.5701697931675726E-2,6.5701697931675768E-2,-6.5701697931675726E-2,6.5701697931675768E-2]
[null,"X1462.5",7.8632126830184168E-2,-6.6400274847266252E-2,0.19519024964715204,0.50959388006204598,0.8714286951253214,0.78949191730702128,0.67765612116638529,0.78296471825487446,0.96288863900956423,1,0.93747592683995018,0.44999821489524583,-7.8825763319633521E-2,-0.33199977828713778,-0.49393490391569594,0.68612942257565568,0.64884389783888563,0.64431721233192096,0.66166665929120183,0.68772173702554062,0.68824094896764276,0.54308142821917582,7.8266176444503399E-2,-0.3146686189092881,0.44024666103022886,-0.14396921233927568,0.14396921233927557,-0.14396921233927568,0.14396921233927557]
[null,"X1471",0.22571985302537512,0.20476986773433234,0.31759108689277005,0.59198297633181762,0.83356006482650857,0.67921630222956553,0.57460984307792806,0.68047261422250038,0.85836933331176068,0.93747592683995018,1,0.71207880825978609,0.21705272498163217,-5.4256664399684899E-2,-0.23441474404503682,0.5305587884407188,0.50206289181778951,0.50591010126618075,0.52640423872201514,0.54455631481227418,0.53624369046741627,0.43880136246004608,8.2952928931175077E-2,-0.20918463154239234,0.34375629799495794,-0.12491579256142438,0.12491579256142422,-0.12491579256142438,0.12491579256142422]
[null,"X1479.5",0.5446586615604857,0.70417210483320547,0.5604027551131946,0.58681481284480363,0.38333580244779952,9.3585289220817644E-2,5.6865664143012661E-2,0.17630231861158085,0.32806449639381585,0.44999821489524583,0.71207880825978609,1,0.82215451913852611,0.62168318448825932,0.46709972107600695,-5.2651444990227607E-2,-3.4620707213242716E-2,-1.3291888687335666E-2,-9.8526949459402024E-4,-1.580386655646332E-2,-5.2419934114831528E-2,-3.6410915824728912E-2,-4.2755283656428422E-3,7.1901925040465317E-2,2.1127942154227542E-3,2.3958423272296524E-4,-2.3958423272294995E-4,2.3958423272296524E-4,-2.3958423272294995E-4]
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[null,"X1505",0.59250485449789458,0.77022701982874631,0.48101918024878426,0.15012827435170512,-0.50025567852150732,-0.76632025166014117,-0.69793465885268702,-0.63944822546664382,-0.58951890653497507,-0.49393490391569594,-0.23441474404503682,0.46709972107600695,0.87022458124677071,0.97537231143266878,1,-0.68413494450357537,-0.60937364156104501,-0.58313560288750266,-0.59829138191694686,-0.65885168393011317,-0.73556892598189783,-0.66353329213439838,-0.22517869562374818,0.2491243519916409,-0.40485621366910302,0.1324001036170992,-0.13240010361709917,0.1324001036170992,-0.13240010361709917]
[null,"X1913",-0.19302203687035119,-0.34217267827675357,-0.29486343610107801,-5.4918014478648573E-2,0.47701865540324045,0.73966082920404297,0.73345648462862889,0.74393183800969076,0.74342900279550794,0.68612942257565568,0.5305587884407188,-5.2651444990227607E-2,-0.49283448737136604,-0.63121048176772443,-0.68413494450357537,1,0.9887078253245648,0.98085051934134859,0.98264585813107297,0.97239125901420931,0.87891847997751438,0.49651789205173147,-0.24008857413220808,-0.72552738472135925,0.59375483500727166,-0.141831415618354,0.14183141561835402,-0.141831415618354,0.14183141561835402]
[null,"X1921.5",-0.12206578441976887,-0.29558217341498505,-0.25090918330800738,-5.6986853836567965E-2,0.40758289049389407,0.65822615483400315,0.66782064254723927,0.69336340958873632,0.70389713638585205,0.64884389783888563,0.50206289181778951,-3.4620707213242716E-2,-0.43793022471174964,-0.56461682019332793,-0.60937364156104501,0.9887078253245648,1,0.99607461799249719,0.98704017099324115,0.95397018880947781,0.83327510556106876,0.40158304368897829,-0.34482365371737683,-0.79303168346567277,0.58835240836544267,-0.13511112938638506,0.13511112938638498,-0.13511112938638506,0.13511112938638498]
[null,"X1930",-9.6404073486505398E-2,-0.26899180508459081,-0.23263373624085135,-4.8275433814203642E-2,0.3968114204440189,0.6387079853444011,0.65083015056012894,0.68058859813551853,0.69554470806112589,0.64431721233192096,0.50591010126618075,-1.3291888687335666E-2,-0.41064059338763292,-0.53785332949541542,-0.58313560288750266,0.98085051934134859,0.99607461799249719,1,0.99111892932351642,0.94714097543848008,0.81021069240467403,0.38231622693406669,-0.36637334776305941,-0.80565155300446267,0.58456140682562174,-0.13931108975203985,0.13931108975203985,-0.13931108975203985,0.13931108975203985]
[null,"X1938.5",-0.13208207657133084,-0.2822628328186832,-0.26218674825649968,-6.1998907181664765E-2,0.41388117939850755,0.67423736887620167,0.69029536399382418,0.71618587325665006,0.71790208181473525,0.66166665929120183,0.52640423872201514,-9.8526949459402024E-4,-0.41434591430522744,-0.54766042011378557,-0.59829138191694686,0.98264585813107297,0.98704017099324115,0.99111892932351642,1,0.96889583077495445,0.82735212749997522,0.40161214434305731,-0.31678740717599835,-0.76735621523968733,0.58524290656105904,-0.12166445840899869,0.12166445840899862,-0.12166445840899869,0.12166445840899862]
[null,"X1947",-0.23616768171852445,-0.3496278446008646,-0.33726751526254528,-9.7709706328051038E-2,0.45305887832882941,0.7527957782211061,0.77074326410599869,0.78494229715972197,0.75957209066120246,0.68772173702554062,0.54455631481227418,-1.580386655646332E-2,-0.45873720284029745,-0.60133118993876256,-0.65885168393011317,0.97239125901420931,0.95397018880947781,0.94714097543848008,0.96889583077495445,1,0.9006477391564095,0.47453442828599968,-0.22505824597126975,-0.65458016938364783,0.57407277916309962,-8.4845374662374573E-2,8.4845374662374545E-2,-8.4845374662374573E-2,8.4845374662374545E-2]
[null,"X1955.5",-0.39695275066711982,-0.45499759109867738,-0.43253978076639937,-0.13849120398238912,0.50164731437274535,0.83958817955213105,0.85174598861638906,0.8420541402106666,0.77893198192159019,0.68824094896764276,0.53624369046741627,-5.2419934114831528E-2,-0.5174321223176479,-0.67112811665059724,-0.73556892598189783,0.87891847997751438,0.83327510556106876,0.81021069240467403,0.82735212749997522,0.9006477391564095,1,0.7055513624242431,-1.0626565150154496E-2,-0.47559098112045267,0.52086656488748306,-4.0668946318650201E-2,4.0668946318650145E-2,-4.0668946318650201E-2,4.0668946318650145E-2]
[null,"X1964",-0.5016144506299598,-0.4358203927967908,-0.41214550440561087,-8.3087295721080215E-2,0.52431585081243592,0.77828177812075017,0.74721427645206662,0.69741355346338929,0.61153235208761014,0.54308142821917582,0.43880136246004608,-3.6410915824728912E-2,-0.44284884576240346,-0.58866311091125945,-0.66353329213439838,0.49651789205173147,0.40158304368897829,0.38231622693406669,0.40161214434305731,0.47453442828599968,0.7055513624242431,1,0.53801792732421017,-2.7572358249664405E-2,0.30504989713310471,-4.3136243136501377E-2,4.3136243136501336E-2,-4.3136243136501377E-2,4.3136243136501336E-2]
[null,"X1972.5",-0.442956531249875,-0.23816896058964362,-0.24320284224465646,-4.5090421280575374E-2,0.23917979665843422,0.3172178891203784,0.28048972655329474,0.21125624214865216,0.10980672229364792,7.8266176444503399E-2,8.2952928931175077E-2,-4.2755283656428422E-3,-0.12093438895341055,-0.17681037560152518,-0.22517869562374818,-0.24008857413220808,-0.34482365371737683,-0.36637334776305941,-0.31678740717599835,-0.22505824597126975,-1.0626565150154496E-2,0.53801792732421017,1,0.70332281403335462,-0.14574181933916761,6.5568921413392919E-2,-6.5568921413392919E-2,6.5568921413392919E-2,-6.5568921413392919E-2]
[null,"X1981",-0.20794184939704899,4.8096709325607306E-2,-1.4876311493336996E-2,-5.0589180852301579E-3,-9.2045203513259774E-2,-0.17204691369977915,-0.18574937767672878,-0.23903508786404959,-0.32071190757696411,-0.3146686189092881,-0.20918463154239234,7.1901925040465317E-2,0.22762460676126281,0.25820506483580102,0.2491243519916409,-0.72552738472135925,-0.79303168346567277,-0.80565155300446267,-0.76735621523968733,-0.65458016938364783,-0.47559098112045267,-2.7572358249664405E-2,0.70332281403335462,1,-0.43155183181760726,0.15964308091395552,-0.1596430809139554,0.15964308091395552,-0.1596430809139554]
[null,"X2474",-7.9421998345319975E-2,-0.1960440654463442,-0.13554107976601404,3.4818834454029908E-3,0.30712814415873579,0.4491783043152362,0.44503545906088299,0.46744552049646576,0.47862696637320667,0.44024666103022886,0.34375629799495794,2.1127942154227542E-3,-0.27557644509155033,-0.37043816710471378,-0.40485621366910302,0.59375483500727166,0.58835240836544267,0.58456140682562174,0.58524290656105904,0.57407277916309962,0.52086656488748306,0.30504989713310471,-0.14574181933916761,-0.43155183181760726,1,-8.0853945703322064E-2,8.0853945703322064E-2,-8.0853945703322064E-2,8.0853945703322064E-2]
[null,"Class-HIGH",-0.1542574881030562,-8.2102042295207539E-2,-0.18302141085923967,-0.26137322310326461,-0.25874072746330629,-8.6342030075995974E-2,3.491294668431575E-2,4.4977117468648561E-2,-6.5701697931675726E-2,-0.14396921233927568,-0.12491579256142438,2.3958423272296524E-4,8.3946043122187702E-2,0.11295133532699481,0.1324001036170992,-0.141831415618354,-0.13511112938638506,-0.13931108975203985,-0.12166445840899869,-8.4845374662374573E-2,-4.0668946318650201E-2,-4.3136243136501377E-2,6.5568921413392919E-2,0.15964308091395552,-8.0853945703322064E-2,1,-0.99999999999999978,1,-0.99999999999999978]
[null,"Class-LOW",0.15425748810305626,8.2102042295207525E-2,0.18302141085923965,0.2613732231032645,0.25874072746330629,8.634203007599596E-2,-3.4912946684315674E-2,-4.4977117468648541E-2,6.5701697931675768E-2,0.14396921233927557,0.12491579256142422,-2.3958423272294995E-4,-8.3946043122187675E-2,-0.11295133532699481,-0.13240010361709917,0.14183141561835402,0.13511112938638498,0.13931108975203985,0.12166445840899862,8.4845374662374545E-2,4.0668946318650145E-2,4.3136243136501336E-2,-6.5568921413392919E-2,-0.1596430809139554,8.0853945703322064E-2,-0.99999999999999978,1,-0.99999999999999978,1]
[null,"HIGH",-0.1542574881030562,-8.2102042295207539E-2,-0.18302141085923967,-0.26137322310326461,-0.25874072746330629,-8.6342030075995974E-2,3.491294668431575E-2,4.4977117468648561E-2,-6.5701697931675726E-2,-0.14396921233927568,-0.12491579256142438,2.3958423272296524E-4,8.3946043122187702E-2,0.11295133532699481,0.1324001036170992,-0.141831415618354,-0.13511112938638506,-0.13931108975203985,-0.12166445840899869,-8.4845374662374573E-2,-4.0668946318650201E-2,-4.3136243136501377E-2,6.5568921413392919E-2,0.15964308091395552,-8.0853945703322064E-2,1,-0.99999999999999978,1,-0.99999999999999978]
[null,"LOW",0.15425748810305626,8.2102042295207525E-2,0.18302141085923965,0.2613732231032645,0.25874072746330629,8.634203007599596E-2,-3.4912946684315674E-2,-4.4977117468648541E-2,6.5701697931675768E-2,0.14396921233927557,0.12491579256142422,-2.3958423272294995E-4,-8.3946043122187675E-2,-0.11295133532699481,-0.13240010361709917,0.14183141561835402,0.13511112938638498,0.13931108975203985,0.12166445840899862,8.4845374662374545E-2,4.0668946318650145E-2,4.3136243136501336E-2,-6.5568921413392919E-2,-0.1596430809139554,8.0853945703322064E-2,-0.99999999999999978,1,-0.99999999999999978,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.71767349989299345]
[null,"R²Y cum",0.72042725422619713]
[null,"R²X cum",0.20978238665300356]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.23134051322996979,-0.15425748810305487]
[null,"X1165",-5.1462063796212307E-2,-8.2102042295206484E-2]
[null,"X1403",-0.26669817392692757,-0.18302141085923723]
[null,"X1411.5",-0.4690523735028041,-0.26137322310326133]
[null,"X1420",-0.62546612065937268,-0.25874072746330312]
[null,"X1428.5",-0.43035179273972901,-8.6342030075994877E-2]
[null,"X1437",-0.26334701339859423,3.4912946684315334E-2]
[null,"X1445.5",-0.30244511896342724,4.4977117468647861E-2]
[null,"X1454",-0.50032356924095245,-6.5701697931675032E-2]
[null,"X1462.5",-0.59148000989701044,-0.14396921233927401]
[null,"X1471",-0.52646016349820812,-0.12491579256142252]
[null,"X1479.5",-0.15456479478835783,2.395842327229783E-4]
[null,"X1488",0.16588838018736035,8.3946043122186426E-2]
[null,"X1496.5",0.30208212487367531,0.11295133532699293]
[null,"X1505",0.38278901753756173,0.13240010361709734]
[null,"X1913",-0.54774971206771084,-0.14183141561835219]
[null,"X1921.5",-0.53615698436424597,-0.13511112938638323]
[null,"X1930",-0.53880703971463006,-0.13931108975203813]
[null,"X1938.5",-0.52347675384532666,-0.12166445840899692]
[null,"X1947",-0.48374361401497362,-8.4845374662373407E-2]
[null,"X1955.5",-0.40647688367795232,-4.0668946318649618E-2]
[null,"X1964",-0.25339364132464365,-4.3136243136500649E-2]
[null,"X1972.5",0.16665817928756746,6.5568921413391837E-2]
[null,"X1981",0.45091638040674464,0.15964308091395338]
[null,"X2474",-0.35472780750487809,-8.0853945703321259E-2]
[null,"Class-HIGH",0.84877986205269806,0.99999999999998745]
[null,"Class-LOW",-0.84877986205269795,-0.99999999999998668]
[null,"HIGH",0.84877986205269806,0.99999999999998745]
[null,"LOW",-0.84877986205269795,-0.99999999999998668]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
[]
[null,"Variable","w1"]
[null,"X961",-9.9415661036470634E-2]
[null,"X1165",-5.2913015164419736E-2]
[null,"X1403",-0.11795339576800894]
[null,"X1411.5",-0.16844946765037505]
[null,"X1420",-0.16675288035700966]
[null,"X1428.5",-5.564559685751734E-2]
[null,"X1437",2.2500649505153684E-2]
[null,"X1445.5",2.8986792924265686E-2]
[null,"X1454",-4.234334301315934E-2]
[null,"X1462.5",-9.2785086737876915E-2]
[null,"X1471",-8.0505564067606145E-2]
[null,"X1479.5",1.5440692807182824E-4]
[null,"X1488",5.4101434368053716E-2]
[null,"X1496.5",7.2794726561236367E-2]
[null,"X1505",8.5329042915552836E-2]
[null,"X1913",-9.1407322346756498E-2]
[null,"X1921.5",-8.7076241202357477E-2]
[null,"X1930",-8.9783026080117304E-2]
[null,"X1938.5",-7.8410148551712897E-2]
[null,"X1947",-5.4681034364514797E-2]
[null,"X1955.5",-2.6210268503945769E-2]
[null,"X1964",-2.7800388679868625E-2]
[null,"X1972.5",4.225777137901985E-2]
[null,"X1981",0.10288656073769674]
[null,"X2474",-5.2108643530695484E-2]
[null,"Class-HIGH",0.64447867172615625]
[null,"Class-LOW",-0.64447867172615614]
[]
[]
[null,"w* vectors:"]
[]
[null,"Variable","w*1"]
[null,"X961",-9.9415661036470634E-2]
[null,"X1165",-5.2913015164419736E-2]
[null,"X1403",-0.11795339576800894]
[null,"X1411.5",-0.16844946765037505]
[null,"X1420",-0.16675288035700966]
[null,"X1428.5",-5.564559685751734E-2]
[null,"X1437",2.2500649505153684E-2]
[null,"X1445.5",2.8986792924265686E-2]
[null,"X1454",-4.234334301315934E-2]
[null,"X1462.5",-9.2785086737876915E-2]
[null,"X1471",-8.0505564067606145E-2]
[null,"X1479.5",1.5440692807182824E-4]
[null,"X1488",5.4101434368053716E-2]
[null,"X1496.5",7.2794726561236367E-2]
[null,"X1505",8.5329042915552836E-2]
[null,"X1913",-9.1407322346756498E-2]
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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",488,26,514,0.94941634241245132]
[null,"LOW",35,545,580,0.93965517241379315]
[null,"Total",523,571,1094,0.94424131627056673]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.98657922984033053]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",219,5,224,0.9776785714285714]
[null,"LOW",25,221,246,0.89837398373983735]
[null,"Total",244,226,470,0.93617021276595747]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[437,2.3483247691162306,-0.7015202091512257,0.71264956055021922]
[438,2.3609163228380337,-0.7104377259560577,0.70376007100316906]
[439,2.3735078765598367,-0.71924260631900705,0.69475900372391142]
[440,2.386099430281639,-0.72793345426916811,0.68564778578783214]
[441,2.3986909840034421,-0.73650889191492097,0.67642786173416547]
[442,2.4112825377252451,-0.74496755966238526,0.6671006933369733]
[443,2.4238740914470474,-0.75330811643097972,0.65766775937338562]
[444,2.4364656451688504,-0.76152923986604526,0.64813055538914632]
[445,2.4490571988906535,-0.76962962654849454,0.63849059346150505]
[446,2.4616487526124557,-0.77760799220146415,0.62874940195948303]
[447,2.4742403063342588,-0.78546307189393294,0.61890852530155571]
[448,2.4868318600560619,-0.79319362024126616,0.60896952371079627]
[449,{"$f":"-3.14159265358979+(A449-1)*0.0125915537218028","v":2.4994234137778641},{"$f":"1*COS(B449)+0","v":-0.80079841160266774},{"$f":"1*SIN(B449)+0+0*COS(B449)","v":0.59893397296750861}]
[450,2.5120149674996672,-0.80827624027550105,0.588803464159392]
[451,2.5246065212214703,-0.81562592068644368,0.57857960342928716]
[452,2.5371980749432725,-0.82284628757945599,0.56826401172052687]
[453,2.5497896286650756,-0.82993619620052894,0.55785832451994222]
[454,2.5623811823868787,-0.83689452247917506,0.54736419159856775]
[455,2.5749727361086809,-0.843720163206647,0.5367832767500762]
[456,2.587564289830484,-0.85041203621084671,0.52611725752699035]
[457,2.6001558435522871,-0.85696908052789589,0.51536782497471911]
[458,2.6127473972740893,-0.86339025657034785,0.50453668336344881]
[459,2.6253389509958924,-0.8696745462920108,0.4936255499179365]
[460,2.6379305047176955,-0.87582095334935095,0.48263615454525777]
[461,2.6505220584394977,-0.88182850325945983,0.47157023956053545]
[462,2.6631136121613008,-0.88769624355455456,0.46042955941070179]
[463,2.6757051658831039,-0.89342324393298445,0.44921588039634452]
[464,2.6882967196049061,-0.8990085964067277,0.43793098039166556]
[465,2.7008882733267092,-0.90445141544534879,0.42657664856260591]
[466,2.7134798270485123,-0.90975083811639346,0.41515468508318643]
[467,2.7260713807703145,-0.91490602422220291,0.40366690085009682]
[468,2.7386629344921176,-0.91991615643312463,0.39211511719558451]
[469,2.7512544882139207,-0.92478044041709373,0.38050116559869573]
[470,2.7638460419357229,-0.92949810496557161,0.36882688739490138]
[471,2.776437595657526,-0.93406840211581788,0.35709413348415964]
[472,2.7890291493793291,-0.93849060726947464,0.34530476403746974]
[473,2.8016207031011313,-0.94276401930744913,0.33346064820194843]
[474,2.8142122568229344,-0.94688796070107328,0.32156366380448331]
[475,2.8268038105447375,-0.95086177761952073,0.30961569705401759]
[476,2.8393953642665397,-0.95468484003346987,0.29761864224249818]
[477,2.8519869179883428,-0.95835654181499241,0.28557440144454255]
[478,2.8645784717101459,-0.96187630083365039,0.27348488421587913]
[479,2.8771700254319481,-0.96524355904879122,0.26135200729059388]
[480,2.8897615791537512,-0.96845778259802262,0.24917769427723904]
[481,2.9023531328755543,-0.97151846188185254,0.23696387535385935]
[482,2.9149446865973565,-0.97442511164448486,0.22471248696196916]
[483,2.9275362403191596,-0.97717727105075436,0.21242547149953661]
[484,2.9401277940409627,-0.97977450375918906,0.20010477701303092]
[485,2.9527193477627649,-0.98221639799119032,0.18775235688856662]
[486,2.965310901484568,-0.98450256659631907,0.17537016954220097]
[487,2.9779024552063711,-0.98663264711367571,0.16296017810944194]
[488,2.9904940089281733,-0.98860630182936671,0.15052435013400009]
[489,3.0030855626499764,-0.99042321783004816,0.13806465725584124]
[490,3.0156771163717795,-0.99208310705253577,0.12558307489859807]
[491,3.0282686700935817,-0.99358570632947618,0.11308158195637352]
[492,3.0408602238153848,-0.99493077743107128,0.10056216047999419]
[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2]
[495,3.0786348849807932,-0.99801881421457617,6.2916186102872362E-2]
[496,3.0912264387025963,-0.99873189030667098,5.0344923125014603E-2]
[497,3.1038179924243985,-0.99928662232101095,3.7765678204757333E-2]
[498,3.1164095461462016,-0.99968292230753641,2.5180445720124629E-2]
[499,3.1290010998680047,-0.99992072743481442,1.2591220998442417E-2]
[500,3.1415926535898069,-1,-1.3644250659861079E-14]

{"sheet":"PLS-DA1","index":31,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:29:15"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6154894358840273E-3,1.0940846409709403E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.489180229825019E-3,4.3090700659792659E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7462185283363822E-2,2.8656456948730051E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.664625874902064E-2,1.6176408881845858E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9785532723948788E-2,8.4627316228690422E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4087847349177335E-2,7.5093687286830293E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0429704962131109E-2,7.0303463897664477E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0878243797335879E-3,5.8883770499936297E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6445062026638897E-3,5.5410553893531548E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5122860276834822E-3,5.1337565595705218E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1807924653956683E-3,3.4744268265269332E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2552599112039603E-3,2.6110161189293928E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.41622857142853E-3,-2.0511413554452889E-3,2.9726383497281623E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1188567511099665E-4,3.2848707000956718E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1305484852441867E-3,3.2860271216373179E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3013624484199538E-2,4.4425175914229124E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5324758735962401E-2,3.4409446513813846E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1447715238965777E-2,2.6303967909042879E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7634283755549701E-3,1.6910155743418383E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8378326064246607E-3,9.3432583037303895E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-1.24745714285712E-3,-3.1881904413685012E-3,5.0221422041934344E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2662893705928406E-3,3.3137340485666001E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4830091407678236E-3,3.1346198904689572E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.5140000000002397E-4,-6.2136493862627437E-4,4.027816627869764E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7545638417341288E-3,9.9961789044634595E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",518,518,47.349177330895792]
[null,"","LOW",576,576,52.650822669104208]
[null,"Class","HIGH",518,518,47.349177330895792]
[null,"","LOW",576,576,52.650822669104208]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.4086E-2,-6.4834857142857102E-3,-8.6233143465045594E-3,1.0041846155038928E-3]
[null,"X1165",470,0,470,-7.6206857142857298E-3,-4.7184571428571503E-3,-5.485607598784195E-3,3.8602669569300459E-4]
[null,"X1403",470,0,470,-4.2588871428571401E-2,-2.1499342857142899E-2,-2.7483622765957446E-2,2.700710129106317E-3]
[null,"X1411.5",470,0,470,-3.3198914285714302E-2,-2.3136199999999999E-2,-2.6679964954407307E-2,1.518911035317531E-3]
[null,"X1420",470,0,470,-2.2241214285714201E-2,-1.7671942857142901E-2,-1.9817158328267481E-2,8.3738436211309953E-4]
[null,"X1428.5",470,0,470,-1.6008271428571402E-2,-1.0867285714285701E-2,-1.4113531762917934E-2,7.7095499292807236E-4]
[null,"X1437",470,0,470,-1.2375114285714301E-2,-7.2220142857142801E-3,-1.0448562553191489E-2,7.1863614319510295E-4]
[null,"X1445.5",470,0,470,-1.07591571428571E-2,-6.6644000000000104E-3,-9.1035529483282588E-3,6.0027477999928601E-4]
[null,"X1454",470,0,470,-1.1124928571428499E-2,-7.9833857142857494E-3,-9.6643350759878528E-3,5.534347397534717E-4]
[null,"X1462.5",470,0,470,-1.10436714285714E-2,-8.2244571428571906E-3,-9.5299834346504377E-3,5.0726355170777125E-4]
[null,"X1471",470,0,470,-8.2755000000000502E-3,-6.3437285714285103E-3,-7.1906375683890621E-3,3.4156516528273888E-4]
[null,"X1479.5",470,0,470,-5.3847857142856302E-3,-3.7635285714285901E-3,-4.2593248632218882E-3,2.4035557594658793E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.40075714285726E-3,-2.0551353495440747E-3,2.8291266460901048E-4]
[null,"X1496.5",470,0,470,-2.2178714285714398E-3,4.9461428571434497E-4,-3.1192255319148905E-4,3.2459596284751104E-4]
[null,"X1505",470,0,470,-7.2584285714283304E-4,1.95364285714283E-3,1.1349936778115471E-3,3.2552771834912117E-4]
[null,"X1913",470,0,470,-3.6279942857142797E-2,-9.8304000000000204E-3,-2.3062060364741635E-2,4.7066567604242583E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-6.2633142857141397E-3,-1.5361668115501541E-2,3.6062673022830907E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.0242571428570403E-3,-1.1488365987841937E-2,2.7516973151085131E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-3.63757142857146E-3,-7.7814138905775059E-3,1.7690009267247936E-3]
[null,"X1947",470,0,470,-7.8742428571428897E-3,-1.55141428571437E-3,-4.8341683890577459E-3,9.7550796049090287E-4]
[null,"X1955.5",470,0,470,-4.8079571428570897E-3,-7.7575714285704799E-4,-3.1882667781155047E-3,5.3146813954633922E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-9.4679999999991405E-4,-2.2810455927051629E-3,3.2547387506401599E-4]
[null,"X1972.5",470,0,470,-2.2027857142856702E-3,-4.5460000000008299E-4,-1.482589270516717E-3,2.9103414225571249E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,7.7510000000002898E-4,-6.1444674772036462E-4,4.1032857485291007E-4]
[null,"X2474",470,0,470,-7.0604142857143603E-3,2.8157142857088099E-5,-3.6761951671732559E-3,9.6368197259789521E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",220,220,46.808510638297875]
[null,"","LOW",250,250,53.191489361702125]
[null,"Class","HIGH",220,220,46.808510638297875]
[null,"","LOW",250,250,53.191489361702125]
[]
[]
[null,"Correlation matrix:"]
[]
[null,"Variables","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.84833422948725767,0.89932341900537127,0.71192098501400214,8.1728268255191056E-2,-0.49739601447178711,-0.61284550721809716,-0.47411303288309592,-0.15376236422040448,5.0360548178003388E-2,0.22036678500289514,0.55701576038907086,0.68649213243398477,0.67041141855176956,0.62924774194421518,-0.20339778453967494,-0.12979692063415771,-0.10608825152920286,-0.14238021680511953,-0.23526963272163426,-0.39933955471460553,-0.53913058213326315,-0.49302473748594777,-0.22458003225116946,-5.5504006531133791E-2,-0.15025935777927985,0.15025935777927976,-0.15025935777927985,0.15025935777927976]
[null,"X1165",0.84833422948725767,1,0.72597814509690373,0.56525427832070252,1.5770074862781126E-2,-0.45445737355009092,-0.52982501111941571,-0.46304299702781626,-0.27829817577526095,-8.3036444130364762E-2,0.20746306070531989,0.71088334882094129,0.86635933305551438,0.85273711324129042,0.80114118456318861,-0.36635811887124775,-0.31759653769204382,-0.29211182603546848,-0.30725778924653246,-0.36335101960714267,-0.46072552616777068,-0.46079230055107495,-0.28190686846430008,3.8785801700782288E-2,-0.16741032259945374,-6.0624110132067678E-2,6.0624110132067692E-2,-6.0624110132067678E-2,6.0624110132067692E-2]
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[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.80898388579676828]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
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[null,"HIGH",0.89995381889627823,0.99999999999997125]
[null,"LOW",-0.89995381889627846,-0.99999999999997502]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
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[]
[null,"w vectors:"]
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[null,"w* vectors:"]
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[null,"c vectors:"]
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[]
[]
[]
[]
[]
[]
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[]
[]
[]
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[]
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[]
[]
[]
[]
[null,null,null,null,null,null," "]
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[]
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[]
[null,"Scores on t:"]
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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",514,4,518,0.99227799227799229]
[null,"LOW",18,558,576,0.96875]
[null,"Total",532,562,1094,0.979890310786106]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99747962247962041]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",214,6,220,0.97272727272727277]
[null,"LOW",5,245,250,0.98]
[null,"Total",219,251,470,0.97659574468085109]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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[445,2.4490571988906535,-0.76962962654849454,0.63849059346150505]
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[447,2.4742403063342588,-0.78546307189393294,0.61890852530155571]
[448,2.4868318600560619,-0.79319362024126616,0.60896952371079627]
[449,{"$f":"-3.14159265358979+(A449-1)*0.0125915537218028","v":2.4994234137778641},{"$f":"1*COS(B449)+0","v":-0.80079841160266774},{"$f":"1*SIN(B449)+0+0*COS(B449)","v":0.59893397296750861}]
[450,2.5120149674996672,-0.80827624027550105,0.588803464159392]
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[457,2.6001558435522871,-0.85696908052789589,0.51536782497471911]
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[461,2.6505220584394977,-0.88182850325945983,0.47157023956053545]
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[493,3.0534517775371879,-0.99611810710284798,8.8026795362771124E-2]
[494,3.0660433312589901,-0.99714750709946842,7.5477474025801961E-2]
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{"sheet":"PLS-DA","index":34,"n_rows":7503,"n_cols":31,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - PLS Regression - Start time: 07/29/2023 at 14:27:49"]
[null,"Y / Dependent variables: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6217524680073151E-3,1.084892991298686E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4975024680073183E-3,4.2314112580427529E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.74785823974928E-2,2.8410835976043483E-3]
[null,"X1411.5",1094,0,1094,-3.6504528571428503E-2,-2.3088071428571399E-2,-2.6668983324627828E-2,1.5917472576297302E-3]
[null,"X1420",1094,0,1094,-2.25915428571428E-2,-1.4997971428571399E-2,-1.9803172029250426E-2,8.3298096849235856E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4099136249673532E-2,7.5154626942232621E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0437056881692341E-2,7.0441865330010461E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0922778401671261E-3,5.9033202728550941E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6489379603029359E-3,5.5367203516095136E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.517787137633852E-3,5.0965158612828194E-4]
[null,"X1471",1094,0,1094,-8.3423571428571895E-3,-5.9522714285714703E-3,-7.1870309219117219E-3,3.4459501152305243E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.2619516061634883E-3,2.5847516526146638E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.40075714285726E-3,-2.0593003786889574E-3,2.9563068128174848E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,4.9461428571434497E-4,-3.2011574823713907E-4,3.3143459619492343E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0183285714285302E-3,1.1245957952467987E-3,3.3147036559513907E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.3020670671193538E-2,4.5083260030152851E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5329792857142834E-2,3.492327939135649E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1452242308696783E-2,2.6647262694832314E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-2.49817142857145E-3,-7.7612490206320226E-3,1.7069827618039386E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8329658788195343E-3,9.4018563951248839E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1883653564899468E-3,5.1113893162597814E-4]
[null,"X1964",1094,0,1094,-3.2117999999999899E-3,-8.2059999999983802E-4,-2.2679635544528543E-3,3.284161784450813E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4829445938887428E-3,3.1161678672068151E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.2233157482371668E-4,4.0822248135380954E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7283907808827346E-3,9.7053349150731758E-4]
[]
[]
[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,"X961",470,0,470,-1.49444857142857E-2,-6.8498714285714201E-3,-8.6087361398176337E-3,1.0271255477690595E-3]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.7660714285714303E-3,-5.4662362613981793E-3,4.047185742920778E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.1819114285714401E-2,-2.7445455866261376E-2,2.760444019410834E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6627069878419451E-2,1.5812418396524051E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.7297642857142699E-2,-1.9776100030395153E-2,8.6799697083362671E-4]
[null,"X1428.5",470,0,470,-1.6217357142857099E-2,-1.00569714285714E-2,-1.4087255045592712E-2,7.698059896748085E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.4206857142857796E-3,-1.0431449787234051E-2,7.156294414042407E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-6.0504285714285703E-3,-9.0931868085106435E-3,5.969892656122655E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6540194528875398E-3,5.5467710114864691E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.5171787234042474E-3,5.1615342430097932E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.3382142857144096E-3,-7.1761165653495464E-3,3.4820093331290803E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2437488753799355E-3,2.464353982081451E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.43631428571422E-3,-2.0361439209726456E-3,2.8623672522539183E-4]
[null,"X1496.5",470,0,470,-2.12055714285719E-3,5.5757142857154596E-4,-2.9276574468085084E-4,3.1670975585155288E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,2.0514285714286502E-3,1.1488495136778079E-3,3.1805425033602005E-4]
[null,"X1913",470,0,470,-3.6420300000000003E-2,-5.9953285714285896E-3,-2.3045659240121585E-2,4.5586259706781882E-3]
[null,"X1921.5",470,0,470,-2.5822857142857002E-2,-3.53902857142852E-3,-1.5349950395136763E-2,3.4893533287618812E-3]
[null,"X1930",470,0,470,-1.96535999999999E-2,-2.3396999999999398E-3,-1.1477828510638289E-2,2.6737434041849417E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-1.8199285714287599E-3,-7.7864866869300844E-3,1.7328301564528974E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8454964741641415E-3,9.6224548317535978E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.2006714285715001E-3,-3.187859635258358E-3,5.1125485105846648E-4]
[null,"X1964",470,0,470,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2771486626139851E-3,3.3252649481619202E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-5.8735714285712603E-4,-1.4827395136778098E-3,2.9561621446538638E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,4.45414285714263E-4,-6.1219674772036486E-4,3.9755218247389213E-4]
[null,"X2474",470,0,470,-7.3984000000000298E-3,-1.2347142857138701E-4,-3.7371171428571379E-3,1.0327019883357464E-3]
[]
[]
[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","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","HIGH","LOW"]
[null,"X961",1,0.84672443043686274,0.90216623605285029,0.71965392228466318,7.9976422448330517E-2,-0.49772000264996491,-0.60785985147775301,-0.46664991111087312,-0.14554312374447442,5.7666831744351242E-2,0.21693144023396452,0.53936228540801989,0.67661510308341954,0.66307548132967542,0.62050393678470761,-0.20049154836276956,-0.12512222363353256,-9.6829750076663779E-2,-0.13598249355288397,-0.24208545442131243,-0.41204714885013927,-0.53976333526706033,-0.48345517896259904,-0.21938266065972895,-8.0969084395872026E-2,-0.16469909257528365,0.16469909257528342,-0.16469909257528365,0.16469909257528342]
[null,"X1165",0.84672443043686274,1,0.72409542140386662,0.56138776543104763,-2.8422502945928897E-3,-0.46749770170248606,-0.53402773797948566,-0.46448195491120026,-0.28346860895473669,-9.2398522828895824E-2,0.18967484217845265,0.68968199845189115,0.8588131056872389,0.84741839954835108,0.79587742718019439,-0.37082256197463065,-0.31857928204511682,-0.28814960734803646,-0.30665445856410206,-0.37669050858606667,-0.48575076144969515,-0.47959493719525975,-0.27208006538535839,4.5515619194125563E-2,-0.19909817644369363,-6.279795740015541E-2,6.2797957400155119E-2,-6.279795740015541E-2,6.2797957400155119E-2]
[null,"X1403",0.90216623605285029,0.72409542140386662,1,0.9062626033728588,0.29876244117845774,-0.39762634224104165,-0.57899721007126004,-0.4289190096837448,-5.3809143078841389E-2,0.17136207560605643,0.31473012586590338,0.57252844170728878,0.65041821510063247,0.59688806231935021,0.52013311618853608,-0.30535506312508914,-0.25497031722611702,-0.2334897325611022,-0.26491544529960181,-0.34711328136154251,-0.45865642470400347,-0.4597952143693782,-0.29105363744958973,-2.817185464170861E-2,-0.14701177729277237,-0.20321216685660271,0.20321216685660162,-0.20321216685660271,0.20321216685660162]
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[null,"X1420",7.9976422448330517E-2,-2.8422502945928897E-3,0.29876244117845774,0.66607017404453717,1,0.72754810564716987,0.49611851448233468,0.53799740899308857,0.74935473656526308,0.85500676978847545,0.82138008571349896,0.38913373368268056,-7.2691746151211434E-2,-0.31195395247033586,-0.47466879052921768,0.44883220329472445,0.38284414562619051,0.37426617718619826,0.3931455391672723,0.42747485983025929,0.46385899526915864,0.48625536225807298,0.21694048041722591,-7.5030861291865758E-2,0.31303652491243017,-0.2412576813897957,0.24125768138979473,-0.2412576813897957,0.24125768138979473]
[null,"X1428.5",-0.49772000264996491,-0.46749770170248606,-0.39762634224104165,-1.0246851602482704E-2,0.72754810564716987,1,0.94691819131069821,0.91344611407364706,0.85063132030788247,0.77727289806601119,0.6552325393320485,7.5624238557408435E-2,-0.44485991453466101,-0.65650306420939852,-0.76786916165048902,0.72259258316439634,0.64008626804903179,0.62049221897137685,0.65944761318751888,0.74035162211911765,0.82818773839010951,0.78013099462848545,0.32919619801032329,-0.15015815544941871,0.46367975436530301,-4.3551967375920132E-2,4.3551967375920035E-2,-4.3551967375920132E-2,4.3551967375920035E-2]
[null,"X1437",-0.60785985147775301,-0.53402773797948566,-0.57899721007126004,-0.26145400687923881,0.49611851448233468,0.94691819131069821,1,0.96873136452653652,0.81009289301856735,0.67066078675546659,0.55410109156330567,3.927346228178083E-2,-0.43261920427074008,-0.61637677778345135,-0.70104307501292762,0.71779358688280093,0.64977184614445405,0.63206507814729374,0.67549256099834254,0.76076756779636268,0.8464804501642752,0.7586534311254356,0.30183511592189144,-0.16399261473072571,0.45577285797159089,8.3868716801545409E-2,-8.3868716801545076E-2,8.3868716801545409E-2,-8.3868716801545076E-2]
[null,"X1445.5",-0.46664991111087312,-0.46448195491120026,-0.4289190096837448,-0.13552029791612918,0.53799740899308857,0.91344611407364706,0.96873136452653652,1,0.9082403677377332,0.78030749538310407,0.66653691306736118,0.16529094056941082,-0.32313869943411239,-0.53210907699580068,-0.63537853867861527,0.7328737925301928,0.68052246113901071,0.66735022147629897,0.70823286153744458,0.78106165240281489,0.8387064797992656,0.70423334467377174,0.2236171769411823,-0.22339795331994936,0.47733785052113537,9.3854809687947127E-2,-9.3854809687946794E-2,9.3854809687947127E-2,-9.3854809687946794E-2]
[null,"X1454",-0.14554312374447442,-0.28346860895473669,-5.3809143078841389E-2,0.24617115382743282,0.74935473656526308,0.85063132030788247,0.81009289301856735,0.9082403677377332,1,0.96080032865233478,0.84773014901737209,0.32084227629898826,-0.19371324291345007,-0.43938649050909057,-0.57885954755954439,0.7404761348158263,0.70126429078783026,0.69358675413656357,0.7215565194537128,0.76430806880474089,0.77497909433790013,0.60569184171019952,0.10173938442085577,-0.31527343211653808,0.49056723279580755,-2.4926082420528226E-2,2.4926082420528153E-2,-2.4926082420528226E-2,2.4926082420528153E-2]
[null,"X1462.5",5.7666831744351242E-2,-9.2398522828895824E-2,0.17136207560605643,0.47452760934910637,0.85500676978847545,0.77727289806601119,0.67066078675546659,0.78030749538310407,0.96080032865233478,1,0.93297308619728514,0.45085621634268624,-5.9208856065009675E-2,-0.31524153392130222,-0.47559251486248644,0.67859029863562148,0.6435937852129785,0.64107922985750243,0.66265032255783507,0.68697907939420144,0.67542834166093424,0.52438239675260345,5.7565521484739486E-2,-0.3104919297928303,0.45332047174740786,-0.10802486925362317,0.10802486925362288,-0.10802486925362317,0.10802486925362288]
[null,"X1471",0.21693144023396452,0.18967484217845265,0.31473012586590338,0.57710269837936889,0.82138008571349896,0.6552325393320485,0.55410109156330567,0.66653691306736118,0.84773014901737209,0.93297308619728514,1,0.72240228648330662,0.24951633828304035,-2.3067931678820257E-2,-0.2017854194003029,0.5030262310373933,0.47790849075625896,0.48496822075863616,0.50901368769070754,0.52512110417646174,0.50635172274449292,0.40761381039397515,6.2465659796373973E-2,-0.19536779398451051,0.349832176658401,-7.707753066200064E-2,7.7077530662000293E-2,-7.707753066200064E-2,7.7077530662000293E-2]
[null,"X1479.5",0.53936228540801989,0.68968199845189115,0.57252844170728878,0.60098781428664072,0.38913373368268056,7.5624238557408435E-2,3.927346228178083E-2,0.16529094056941082,0.32084227629898826,0.45085621634268624,0.72240228648330662,1,0.83265474301256814,0.63551299457730681,0.48373079182521417,-7.9571665728183985E-2,-5.8806299297715921E-2,-3.4015560062087412E-2,-2.0098825708142903E-2,-3.6254035421332799E-2,-7.9702418821037388E-2,-6.3889782966143061E-2,-2.000442141474449E-2,7.9293647263699418E-2,1.242627704653517E-3,4.5832134594756754E-2,-4.5832134594756616E-2,4.5832134594756754E-2,-4.5832134594756616E-2]
[null,"X1488",0.67661510308341954,0.8588131056872389,0.65041821510063247,0.4725329898750974,-7.2691746151211434E-2,-0.44485991453466101,-0.43261920427074008,-0.32313869943411239,-0.19371324291345007,-5.9208856065009675E-2,0.24951633828304035,0.83265474301256814,1,0.94941630299160773,0.87039347511557119,-0.50074629236616663,-0.44432974790619734,-0.4142033901231395,-0.41833073638250157,-0.46332555029237266,-0.52740107590934227,-0.45573688215954322,-0.12974976577845782,0.22495546513842682,-0.27744579228434274,0.10449112858908038,-0.10449112858908016,0.10449112858908038,-0.10449112858908016]
[null,"X1496.5",0.66307548132967542,0.84741839954835108,0.59688806231935021,0.33243575456717978,-0.31195395247033586,-0.65650306420939852,-0.61637677778345135,-0.53210907699580068,-0.43938649050909057,-0.31524153392130222,-2.3067931678820257E-2,0.63551299457730681,0.94941630299160773,1,0.97567769755634748,-0.63832856414104799,-0.57010181011114247,-0.54068004827439586,-0.55297709609998646,-0.60816376783899762,-0.68041384101571356,-0.60128745429856723,-0.18599688262771205,0.25332152182282391,-0.37296034388462213,0.11558543267334222,-0.1155854326733417,0.11558543267334222,-0.1155854326733417]
[null,"X1505",0.62050393678470761,0.79587742718019439,0.52013311618853608,0.20323453734940855,-0.47466879052921768,-0.76786916165048902,-0.70104307501292762,-0.63537853867861527,-0.57885954755954439,-0.47559251486248644,-0.2017854194003029,0.48373079182521417,0.87039347511557119,0.97567769755634748,1,-0.68654161079553566,-0.61058173113184233,-0.58237012368383678,-0.60044666442453754,-0.66169255122508697,-0.73809568740780873,-0.67062756100658327,-0.2309147827635144,0.24244367895565822,-0.40946368593481758,0.12416405585918415,-0.12416405585918369,0.12416405585918415,-0.12416405585918369]
[null,"X1913",-0.20049154836276956,-0.37082256197463065,-0.30535506312508914,-8.7531580707645357E-2,0.44883220329472445,0.72259258316439634,0.71779358688280093,0.7328737925301928,0.7404761348158263,0.67859029863562148,0.5030262310373933,-7.9571665728183985E-2,-0.50074629236616663,-0.63832856414104799,-0.68654161079553566,1,0.98892987987016656,0.9812951221381957,0.98330962857066651,0.97222296013287102,0.88063750220061043,0.49844624437125484,-0.24808979140274595,-0.72848776944016935,0.61454659133611333,-0.11765782804634334,0.11765782804634289,-0.11765782804634334,0.11765782804634289]
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[null,"X1930",-9.6829750076663779E-2,-0.28814960734803646,-0.2334897325611022,-6.9090357399571561E-2,0.37426617718619826,0.62049221897137685,0.63206507814729374,0.66735022147629897,0.69358675413656357,0.64107922985750243,0.48496822075863616,-3.4015560062087412E-2,-0.4142033901231395,-0.54068004827439586,-0.58237012368383678,0.9812951221381957,0.99621670890048397,1,0.99106711382123014,0.94660360125376697,0.81253469960603275,0.38566114748832364,-0.37544735157005144,-0.80883468321355034,0.60682103326596948,-0.11536775924836107,0.11536775924836051,-0.11536775924836107,0.11536775924836051]
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[null,"X1947",-0.24208545442131243,-0.37669050858606667,-0.34711328136154251,-0.12927454292659432,0.42747485983025929,0.74035162211911765,0.76076756779636268,0.78106165240281489,0.76430806880474089,0.68697907939420144,0.52512110417646174,-3.6254035421332799E-2,-0.46332555029237266,-0.60816376783899762,-0.66169255122508697,0.97222296013287102,0.9537911428745478,0.94660360125376697,0.96904740029781666,1,0.90239113677219318,0.48014160084965574,-0.22225370060019808,-0.65312794515479944,0.59192697313465914,-5.8048748015547866E-2,5.8048748015547595E-2,-5.8048748015547866E-2,5.8048748015547595E-2]
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[null,"X1972.5",-0.48345517896259904,-0.27208006538535839,-0.29105363744958973,-9.6725970222790655E-2,0.21694048041722591,0.32919619801032329,0.30183511592189144,0.2236171769411823,0.10173938442085577,5.7565521484739486E-2,6.2465659796373973E-2,-2.000442141474449E-2,-0.12974976577845782,-0.18599688262771205,-0.2309147827635144,-0.24808979140274595,-0.35341574575846563,-0.37544735157005144,-0.32197527078365468,-0.22225370060019808,-1.0011075904750328E-2,0.53211128329835944,1,0.7088996416365283,-0.13743447758196226,9.4100552722507766E-2,-9.4100552722507322E-2,9.4100552722507766E-2,-9.4100552722507322E-2]
[null,"X1981",-0.21938266065972895,4.5515619194125563E-2,-2.817185464170861E-2,-4.0259716631823872E-3,-7.5030861291865758E-2,-0.15015815544941871,-0.16399261473072571,-0.22339795331994936,-0.31527343211653808,-0.3104919297928303,-0.19536779398451051,7.9293647263699418E-2,0.22495546513842682,0.25332152182282391,0.24244367895565822,-0.72848776944016935,-0.79635950590359572,-0.80883468321355034,-0.76840881542127648,-0.65312794515479944,-0.47762047825406723,-2.9332604989218268E-2,0.7088996416365283,1,-0.44970321560962084,0.16334489781554931,-0.1633448978155487,0.16334489781554931,-0.1633448978155487]
[null,"X2474",-8.0969084395872026E-2,-0.19909817644369363,-0.14701177729277237,-1.079978244971466E-2,0.31303652491243017,0.46367975436530301,0.45577285797159089,0.47733785052113537,0.49056723279580755,0.45332047174740786,0.349832176658401,1.242627704653517E-3,-0.27744579228434274,-0.37296034388462213,-0.40946368593481758,0.61454659133611333,0.60872731608041242,0.60682103326596948,0.60668407021696957,0.59192697313465914,0.54084935711497795,0.32822697931382061,-0.13743447758196226,-0.44970321560962084,1,-7.1241497742535312E-2,7.1241497742534951E-2,-7.1241497742535312E-2,7.1241497742534951E-2]
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[null,"HIGH",-0.16469909257528365,-6.279795740015541E-2,-0.20321216685660271,-0.26852579004764665,-0.2412576813897957,-4.3551967375920132E-2,8.3868716801545409E-2,9.3854809687947127E-2,-2.4926082420528226E-2,-0.10802486925362317,-7.707753066200064E-2,4.5832134594756754E-2,0.10449112858908038,0.11558543267334222,0.12416405585918415,-0.11765782804634334,-0.11295854295599556,-0.11536775924836107,-9.7336864528607403E-2,-5.8048748015547866E-2,-1.3593842184893375E-2,5.4058798452249635E-3,9.4100552722507766E-2,0.16334489781554931,-7.1241497742535312E-2,1,-0.99999999999999623,1,-0.99999999999999623]
[null,"LOW",0.16469909257528342,6.2797957400155119E-2,0.20321216685660162,0.26852579004764549,0.24125768138979473,4.3551967375920035E-2,-8.3868716801545076E-2,-9.3854809687946794E-2,2.4926082420528153E-2,0.10802486925362288,7.7077530662000293E-2,-4.5832134594756616E-2,-0.10449112858908016,-0.1155854326733417,-0.12416405585918369,0.11765782804634289,0.11295854295599476,0.11536775924836051,9.7336864528607056E-2,5.8048748015547595E-2,1.3593842184893378E-2,-5.4058798452249739E-3,-9.4100552722507322E-2,-0.1633448978155487,7.1241497742534951E-2,-0.99999999999999623,1,-0.99999999999999623,1]
[]
[]
[null,"Model quality:"]
[]
[null,"Statistic","Comp1"]
[null,"Q² cum",0.79862864026862812]
[null,"R²Y cum",0.80247698621154862]
[null,"R²X cum",0.15913185876446412]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Correlation matrix of the variables with the t and u~ components:"]
[]
[null,null,"t1","u~1"]
[null,"X961",-0.29551328002381871,-0.16469909257528217]
[null,"X1165",-7.8460477346973839E-2,-6.2797957400155466E-2]
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[null,"X1411.5",-0.47686720680858435,-0.26852579004764643]
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[null,"X1488",0.14369958579276379,0.10449112858908079]
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[null,"X1938.5",-0.41215471751265942,-9.733686452860793E-2]
[null,"X1947",-0.35658423466519945,-5.804874801554772E-2]
[null,"X1955.5",-0.26244083147941022,-1.3593842184893493E-2]
[null,"X1964",-9.9281024758967426E-2,5.405879845224941E-3]
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[null,"X1981",0.43385784518270859,0.16334489781554984]
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[null,"Class-HIGH",0.89581079822222986,1.0000000000000027]
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[null,"HIGH",0.89581079822222986,1.0000000000000027]
[null,"LOW",-0.89581079822222986,-1.0000000000000027]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"w vectors:"]
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[null,"Variable","w1"]
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[null,"X1471",-5.0024771559919697E-2]
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[null,"X1938.5",-6.3173461456037583E-2]
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[]
[null,"w* vectors:"]
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[null,"Variable","w*1"]
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[]
[null,"c vectors:"]
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[null,"Variable","c1"]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
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[]
[null,"p vectors:"]
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[null,"Variable","p1"]
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[null,"Class-LOW",-0.52082270374440731]
[]
[]
[null,"Scores on t:"]
[]
[null,"Observation","t1"]
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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",516,7,523,0.98661567877629064]
[null,"LOW",16,555,571,0.97197898423817863]
[null,"Total",532,562,1094,0.9789762340036563]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[null,"Area under the curve:",null,0.99667149980075154]
[]
[]
[null,"Confusion matrix for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",212,3,215,0.98604651162790702]
[null,"LOW",8,247,255,0.96862745098039216]
[null,"Total",220,250,470,0.97659574468085109]
[]
[]
[null,"ROC Curve (Validation) (Variable Class):"]

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{"sheet":"Log(Binary)10","index":37,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:24:41 / End time: 07/29/2023 at 14:24:45 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 2076804295"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.600193170540605E-3,1.0350178955436595E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7522142857142997E-3,-5.485524823713759E-3,4.0350104133385849E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7416705158004713E-2,2.727802628629661E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6645972904152541E-2,1.5404408675357831E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9806902219900776E-2,8.355199880417186E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4111560485766528E-2,7.5414837802927591E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0448522917210781E-2,7.0466886001688733E-4]
[null,"X1445.5",1094,0,1094,-1.1062728571428501E-2,-5.5398999999999301E-3,-9.1000983546617835E-3,5.9041813542956003E-4]
[null,"X1454",1094,0,1094,-1.13047428571429E-2,-6.3464285714285298E-3,-9.654880464873325E-3,5.5136686105423949E-4]
[null,"X1462.5",1094,0,1094,-1.10436714285714E-2,-6.8017285714285797E-3,-9.5212121702794479E-3,5.0798798166954535E-4]
[null,"X1471",1094,0,1094,-8.3499428571428003E-3,-5.9522714285714703E-3,-7.1866375816139992E-3,3.4123790372050391E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2554310263776384E-3,2.4725588226947508E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0476873073909654E-3,2.8653317671606176E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.0559472447114319E-4,3.2248477589391623E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1381156437712157E-3,3.236025102676339E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3064186380255921E-2,4.5475462860253002E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.535567786628363E-2,3.5198606434511288E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.147301773308957E-2,2.6890378744500623E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7771497257769651E-3,1.7236489613856535E-3]
[null,"X1947",1094,0,1094,-8.3008571428571098E-3,-1.43398571428566E-3,-4.8429838730739191E-3,9.4760786899351294E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1927659049360148E-3,5.0698543207957812E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2745316401149062E-3,3.2625792742982585E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4923484852441863E-3,3.0768898851857095E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.2848657612953832E-4,4.0737383663395687E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7257315878819496E-3,9.8133869878258627E-4]
[]
[]
[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,"X961",470,0,470,-1.40766714285714E-2,-6.4834857142857102E-3,-8.6589188449848146E-3,1.1397774780675795E-3]
[null,"X1165",470,0,470,-8.2040571428571296E-3,-4.6917285714285504E-3,-5.4941161398176317E-3,4.4974093387750876E-4]
[null,"X1403",470,0,470,-4.4071557142857203E-2,-2.1499342857142899E-2,-2.7589485015197569E-2,3.0116575647992148E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.3088071428571399E-2,-2.6680630303951389E-2,1.6956497218122307E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.6336557142857099E-2,-1.9767417416413354E-2,8.6195523891926466E-4]
[null,"X1428.5",470,0,470,-1.6217357142857099E-2,-1.15914857142857E-2,-1.405833565349544E-2,7.6261628821967949E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-7.9965428571429093E-3,-1.040476075987843E-2,7.1413123836726485E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.1799857142856903E-3,-9.0749833130699033E-3,5.9642070930949532E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.0037285714285606E-3,-9.640187325227971E-3,5.5988385239710739E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.0291285714285694E-3,-9.5092064133738535E-3,5.1986438808265269E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.3216428571427601E-3,-7.1770321276595694E-3,3.5584894733774923E-4]
[null,"X1479.5",470,0,470,-5.8449142857143199E-3,-3.69698571428567E-3,-4.2589265653495455E-3,2.7235485081509485E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.43208571428566E-3,-2.0631751975683896E-3,3.073792912601076E-4]
[null,"X1496.5",470,0,470,-2.0923714285713802E-3,4.0259999999997498E-4,-3.2656574468085064E-4,3.3787607597780519E-4]
[null,"X1505",470,0,470,-3.9277142857152602E-4,1.87641428571428E-3,1.1173799088145884E-3,3.3657219536695459E-4]
[null,"X1913",470,0,470,-3.6420300000000003E-2,-9.2603285714285607E-3,-2.2944369483282667E-2,4.4658387584556479E-3]
[null,"X1921.5",470,0,470,-2.5822857142857002E-2,-5.0784285714284803E-3,-1.5289698905775077E-2,3.423869880410269E-3]
[null,"X1930",470,0,470,-1.96535999999999E-2,-3.9651857142857204E-3,-1.1429470395136766E-2,2.6162377580745471E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-2.9763142857143201E-3,-7.7494752583586544E-3,1.6939193600789032E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.9887571428571799E-3,-4.8221779939209772E-3,9.4502328366701731E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.2006714285715001E-3,-3.1776166565349539E-3,5.2064955236962008E-4]
[null,"X1964",470,0,470,-3.1628000000000198E-3,-1.0939428571428199E-3,-2.261860395136781E-3,3.3736230968566948E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-1.2505714285704399E-4,-1.4608504559270499E-3,3.0391191525081619E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,6.1164285714288003E-4,-5.978700000000023E-4,3.9884296448052079E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-8.4322857142859998E-4,-3.7433068389057752E-3,1.00854316417509E-3]
[]
[]
[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,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1462.5",3.9910034339233354E-2,-0.10849933554212249,0.15072307513698349,0.47353831557912557,0.86049157020187861,0.79767854021533291,0.6925004021879313,0.78820557177457018,0.96183659203094207,1,0.93545119133250454,0.44129318785591665,-9.8980225178845443E-2,-0.35796226910914647,-0.516225428790416,0.69731854947412364,0.65911082841705182,0.65622587794557341,0.67746734101465222,0.70659350367388696,0.7069141528419941,0.55408164403274995,5.6963562190369708E-2,-0.32465081255090017,0.42917975604647524,-0.12099420335330931,0.12099420335329325,0.12099420335327495]
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[null,"X1938.5",-0.13854985385382512,-0.31812320702559954,-0.26573070069526694,-6.8249138876107507E-2,0.41649960415301551,0.67676889897779535,0.69156308535245803,0.72203199576238108,0.73427249431133068,0.67746734101465222,0.53198623260088085,-6.3929909701953827E-3,-0.43221883915299802,-0.5696387408980943,-0.6168442537748563,0.98397961423833369,0.98780544632235856,0.9915536487179577,1,0.97136345420312176,0.84193205922040204,0.41640260399772622,-0.33055780062829337,-0.77641131938414243,0.605858196442004,-0.10185722055601683,0.10185722055601584,0.10185722055601534]
[null,"X1947",-0.23398393853004965,-0.37981325874916044,-0.33491987932538392,-9.8031119690622892E-2,0.45928115214577081,0.75304604941573905,0.7674296554292861,0.78753350716926707,0.77720579598349515,0.70659350367388696,0.55428544059073515,-1.6757862085713997E-2,-0.47353678401393257,-0.62293779155553697,-0.67629014724024417,0.97513157473241063,0.95711448754658146,0.95153405193989904,0.97136345420312176,1,0.90802886354868706,0.48820166702949591,-0.24337992903297445,-0.67184363361998833,0.59773427604441121,-6.946035306882356E-2,6.9460353068824393E-2,6.9460353068818662E-2]
[null,"X1955.5",-0.39842419803477225,-0.48298708283064506,-0.43696073232618743,-0.1449012681218865,0.5050220838951831,0.83891361372548623,0.84841937710088233,0.84485347774277919,0.79658978717666695,0.7069141528419941,0.54619082475961411,-5.2948359628065024E-2,-0.5308294977542366,-0.69037619012221041,-0.75042361025880133,0.88842632856575932,0.84425369390433602,0.82563936733045007,0.84193205922040204,0.90802886354868706,1,0.71130024533959701,-3.3592867188112267E-2,-0.49806757033306442,0.5497498060946906,-3.061634259299682E-2,3.0616342592996004E-2,3.0616342592987074E-2]
[null,"X1964",-0.54707033491841839,-0.48144367182498843,-0.45463357611402294,-0.11921075147426223,0.51720297016616945,0.78849658225980113,0.76285974842149684,0.71307450829624675,0.62780476716133582,0.55408164403274995,0.44304098634682826,-4.5573368158316745E-2,-0.46159724814346831,-0.61093144632815177,-0.68144720137872938,0.50226078440464339,0.4080393207177736,0.39340344029787111,0.41640260399772622,0.48820166702949591,0.71130024533959701,1,0.52880292380578198,-2.7607606163893569E-2,0.30444108493309974,-5.9612229698835523E-3,5.9612229698885345E-3,5.9612229698786726E-3]
[null,"X1972.5",-0.46573502639007563,-0.23373967706682858,-0.26746890912448495,-6.8948667261011454E-2,0.21631383084773462,0.2983524818594635,0.26603249082726488,0.19242362912331176,8.7178157203483278E-2,5.6963562190369708E-2,6.9355560375307157E-2,-1.8246631471811896E-3,-0.10344114618891999,-0.15616003717288449,-0.20094300470199711,-0.26352763281398794,-0.3665594912202717,-0.38355719823971657,-0.33055780062829337,-0.24337992903297445,-3.3592867188112267E-2,0.52880292380578198,1,0.70990771789646911,-0.18108914412886551,8.6928366806211743E-2,-8.6928366806226232E-2,-8.692836680621735E-2]
[null,"X1981",-0.20585542143519445,7.7509749906515532E-2,-1.5313653585545752E-2,1.1702175402891014E-4,-9.2346043259838043E-2,-0.18031240043203495,-0.19556732831352791,-0.25259853569110019,-0.33510016076399041,-0.32465081255090017,-0.21054205851003224,7.9443189026075181E-2,0.24769437187487212,0.28042163160832762,0.27137107490081519,-0.73807083865823986,-0.80405656999124531,-0.81408945411250311,-0.77641131938414243,-0.67184363361998833,-0.49806757033306442,-2.7607606163893569E-2,0.70990771789646911,1,-0.46414787012145931,0.15397330212032395,-0.15397330212032839,-0.15397330212032662]
[null,"X2474",-0.10203947244161304,-0.22772946895258731,-0.17732339915950909,-4.6914182815819563E-2,0.27629668975778654,0.44825322949322921,0.45495869669375871,0.47292043882782642,0.47507313850115507,0.42917975604647524,0.32468320299248249,-2.3635603994812716E-2,-0.30099836112457823,-0.38761486417695318,-0.41631075630185455,0.61223184256753327,0.61143789974333185,0.60859973839712134,0.605858196442004,0.59773427604441121,0.5497498060946906,0.30444108493309974,-0.18108914412886551,-0.46414787012145931,1,-6.4170722524146392E-2,6.4170722524143478E-2,6.4170722524141605E-2]
[null,"Class-HIGH",-0.15813384023853724,-6.0013443584501121E-2,-0.19857174255377452,-0.26680924250184812,-0.23975210675623229,-5.4432760130030212E-2,6.6529693477800245E-2,7.3735701914139154E-2,-4.0700997295469284E-2,-0.12099420335330931,-9.4085325693669453E-2,3.0283066355559121E-2,9.6519095624872778E-2,0.11002459475489997,0.12325975455069907,-0.1244225268379342,-0.12056894684147691,-0.1207869831830988,-0.10185722055601683,-6.946035306882356E-2,-3.061634259299682E-2,-5.9612229698835523E-3,8.6928366806211743E-2,0.15397330212032395,-6.4170722524146392E-2,1,-1.0000000000000007,-1]
[null,"Class-LOW",0.15813384023853763,6.0013443584472886E-2,0.19857174255376847,0.26680924250187754,0.23975210675627889,5.4432760130034494E-2,-6.6529693477744831E-2,-7.373570191416115E-2,4.0700997295427969E-2,0.12099420335329325,9.4085325693643196E-2,-3.0283066355588712E-2,-9.6519095624871307E-2,-0.11002459475489881,-0.12325975455069148,0.12442252683791769,0.12056894684147501,0.12078698318309269,0.10185722055601584,6.9460353068824393E-2,3.0616342592996004E-2,5.9612229698885345E-3,-8.6928366806226232E-2,-0.15397330212032839,6.4170722524143478E-2,-1.0000000000000007,1,1]
[null,"Class",0.15813384023853952,6.001344358448607E-2,0.19857174255376286,0.2668092425018464,0.23975210675622519,5.4432760130015474E-2,-6.6529693477806004E-2,-7.3735701914156862E-2,4.070099729545102E-2,0.12099420335327495,9.4085325693648914E-2,-3.0283066355576708E-2,-9.6519095624887793E-2,-0.11002459475489987,-0.12325975455069407,0.12442252683792109,0.12056894684147458,0.12078698318309294,0.10185722055601534,6.9460353068818662E-2,3.0616342592987074E-2,5.9612229698786726E-3,-8.692836680621735E-2,-0.15397330212032662,6.4170722524141605E-2,-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)",1513.939499751101,1.093173530591969E-2]
[null,"R²(McFadden)",0,0.99999277927862529]
[null,"R²(Cox and Snell)",0,0.74938739896148032]
[null,"R²(Nagelkerke)",0,0.98861963513769879]
[null,"AIC",1515.939499751101,54.010931735305917]
[null,"SBC",1520.937095734083,188.94602327581794]
[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)",26,1513.928568015795,0]
[null,"Score",26,1093.9999999916763,0]
[null,"Wald",26,0.81245032800962913,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,7.6296308206432695E-29,0.99999999999999301,0,1]
[null,"X1165",1,1.2434903180052695E-31,0.99999999999999967,0,1]
[null,"X1403",1,5.9692855917257209E-28,0.99999999999998046,1.0791367799356522E-13,0.99999973789318752]
[null,"X1411.5",1,3.7141847664498322E-28,0.99999999999998457,6.0396132539608516E-14,0.99999980391488541]
[null,"X1420",1,1.5545843585518223E-28,0.99999999999999001,1.0835776720341528E-13,0.99999973735442682]
[null,"X1428.5",1,4.0383982362699276E-30,0.99999999999999845,0,1]
[null,"X1437",1,1.5918381285685931E-28,0.9999999999999899,9.5923269327613525E-14,0.99999975288332743]
[null,"X1445.5",1,4.2436593370286933E-28,0.99999999999998357,1.1102230246251565E-13,0.9999997341447896]
[null,"X1454",1,3.7122289940301521E-28,0.99999999999998468,6.6613381477509392E-14,0.99999979406943951]
[null,"X1462.5",1,2.3302455313023781E-28,0.99999999999998779,8.4376949871511897E-15,0.99999992670877635]
[null,"X1471",1,6.1308832405759451E-30,0.999999999999998,4.0412118096355698E-14,0.99999983960313776]
[null,"X1479.5",1,5.4697757557633102E-29,0.99999999999999412,0,1]
[null,"X1488",1,1.4981851774441488E-28,0.99999999999999023,0,1]
[null,"X1496.5",1,1.2856219170181969E-28,0.99999999999999101,0,1]
[null,"X1505",1,2.9350833259024347E-29,0.99999999999999567,9.0150109599562711E-14,0.99999976043509808]
[null,"X1913",1,4.0106006821627219E-29,0.99999999999999489,0,1]
[null,"X1921.5",1,3.4190016140011611E-31,0.99999999999999956,0,1]
[null,"X1930",1,6.426330477339523E-30,0.999999999999998,0,1]
[null,"X1938.5",1,1.4382311165252391E-32,0.99999999999999989,6.1728400169158704E-14,0.99999980176397885]
[null,"X1947",1,4.9138453411783428E-29,0.99999999999999445,0,1]
[null,"X1955.5",1,8.7104149905057032E-32,0.99999999999999978,0,1]
[null,"X1964",1,5.4463516546077872E-31,0.99999999999999944,0,1]
[null,"X1972.5",1,3.553102715417095E-29,0.99999999999999523,0,1]
[null,"X1981",1,1.3428573451776252E-31,0.99999999999999967,0,1]
[null,"X2474",1,4.63905672378923E-30,0.99999999999999833,0,1]
[null,"Class",1,0.65691684719787991,0.41765052691334326,1279.8540694599169,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4658813073755483E-3,1,0.94106481240225659]
[]
[]
[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",12.206702348521562,659.2919702621009,3.4280025537302843E-4,0.98522811840984648,-1279.9818146616483,1304.3952193586913]
[null,"X961",8.495303901430082E-10,97258.408227465887,7.6296308206432684E-29,0.99999999999999301,-190622.97731952634,190622.97731952803]
[null,"X1165",-7.4462993371832726E-11,211163.71141804513,1.2434903180052697E-31,0.99999999999999967,-413873.26922117779,413873.26922117767]
[null,"X1403",-3.5499658255636432E-9,145299.12316333561,5.9692855917257209E-28,0.99999999999998046,-284781.04838539078,284781.04838538368]
[null,"X1411.5",8.9835721896297464E-9,466141.00676630763,3.7141847664498313E-28,0.99999999999998457,-913619.58497919538,913619.58497921331]
[null,"X1420",-9.5755070058254567E-9,767988.3490078788,1.5545843585518219E-28,0.99999999999999001,-1505229.504601829,1505229.5046018099]
[null,"X1428.5",1.5259711914709988E-9,759349.59028382425,4.0383982362699262E-30,0.99999999999999845,-1488297.8486315396,1488297.8486315429]
[null,"X1437",8.6359849374488607E-9,684482.61915258376,1.5918381285685929E-28,0.9999999999999899,-1341561.2815827015,1341561.2815827187]
[null,"X1445.5",-1.5116642364718888E-8,733812.46019480925,4.2436593370286924E-28,0.99999999999998357,-1438245.9933885729,1438245.9933885427]
[null,"X1454",1.6400241762045717E-8,851202.46175799146,3.7122289940301517E-28,0.99999999999998468,-1668326.1685974794,1668326.1685975119]
[null,"X1462.5",-1.2487151135090183E-8,818017.37099220674,2.3302455313023781E-28,0.99999999999998779,-1603284.5858728774,1603284.5858728522]
[null,"X1471",1.8616317488924207E-9,751851.81816714711,6.1308832405759458E-30,0.999999999999998,-1473602.4853185636,1473602.4853185674]
[null,"X1479.5",5.6052145398624823E-9,757892.27235552354,5.4697757557633079E-29,0.99999999999999412,-1485441.5579780419,1485441.5579780531]
[null,"X1488",-1.003888131295977E-8,820167.52984375041,1.4981851774441483E-28,0.99999999999999023,-1607498.8197829404,1607498.8197829204]
[null,"X1496.5",9.0008310565419123E-9,793827.2013229751,1.2856219170181967E-28,0.99999999999999101,-1555872.7245412485,1555872.7245412667]
[null,"X1505",-2.7800072256881019E-9,513139.80771530548,2.9350833259024341E-29,0.99999999999999567,-1005735.5421558098,1005735.5421558042]
[null,"X1913",4.0322832236126365E-10,63671.681205649737,4.0106006821627214E-29,0.99999999999999489,-124794.20199818889,124794.2019981897]
[null,"X1921.5",-5.9613200699540984E-11,101951.30455113336,3.4190016140011624E-31,0.99999999999999956,-199820.88509709592,199820.8850970958]
[null,"X1930",-2.895461228138911E-10,114218.44047311116,6.426330477339523E-30,0.999999999999998,-223864.02969763015,223864.02969762956]
[null,"X1938.5",1.3928172985374013E-11,116139.46248368759,1.4382311165252394E-32,0.99999999999999989,-227629.16365186841,227629.16365186841]
[null,"X1947",-8.6790931063677034E-10,123812.24707135766,4.9138453411783434E-29,0.99999999999999445,-242667.54510483661,242667.54510483486]
[null,"X1955.5",3.5661522135939465E-11,120831.57957916436,8.7104149905057032E-32,0.99999999999999978,-236825.54417024754,236825.54417024759]
[null,"X1964",-1.0473903040567795E-10,141923.95648958333,5.446351654607789E-31,0.99999999999999944,-278165.84326301306,278165.84326301282]
[null,"X1972.5",-7.5577540579137657E-10,126791.13042195655,3.5531027154170961E-29,0.99999999999999523,-248506.04918615634,248506.04918615482]
[null,"X1981",-4.4573337078285706E-11,121635.46232232143,1.3428573451776249E-31,0.99999999999999967,-238401.12539462873,238401.12539462862]
[null,"X2474",-3.8120614496685341E-11,17698.850112495122,4.6390567237892286E-30,0.99999999999999833,-34689.108788263155,34689.108788263082]
[null,"Class-HIGH",-24.413664625793071,30.121581784478167,0.65691684719788002,0.41765052691334326,-83.450880080747993,34.623550829161857,2.4962045471799499E-11,5.7245752813907367E-37,1088471517112816.3]
[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,"X961",4.8455039610755311E-13,55.473707330794248,7.6296308206432717E-29,0.99999999999999301,-108.72646845727179,108.72646845727276]
[null,"X1165",-1.6557597654622213E-14,46.954381157598249,1.24349031800527E-31,0.99999999999999967,-92.028895985258686,92.028895985258657]
[null,"X1403",-5.336411242490628E-12,218.41784188154676,5.9692855917257227E-28,0.99999999999998046,-428.09110366880111,428.09110366879042]
[null,"X1411.5",7.6261662477246045E-12,395.70771375168232,3.7141847664498313E-28,0.99999999999998457,-775.57286735797459,775.57286735798982]
[null,"X1420",-4.4089055672297431E-12,353.60927681933498,1.5545843585518223E-28,0.99999999999999001,-693.06144716515507,693.06144716514621]
[null,"X1428.5",6.3418404353049264E-13,315.58092073494475,4.0383982362699276E-30,0.99999999999999845,-618.52723884848047,618.52723884848183]
[null,"X1437",3.3535835514774479E-12,265.80287824591869,1.5918381285685933E-28,0.9999999999999899,-520.96406834908225,520.96406834908885]
[null,"X1445.5",-4.9184380095854641E-12,238.75745744658207,4.2436593370286933E-28,0.99999999999998357,-467.9560176356602,467.95601763565031]
[null,"X1454",4.9831399557297841E-12,258.63405303073466,3.7122289940301508E-28,0.99999999999998468,-506.91342911585724,506.91342911586725]
[null,"X1462.5",-3.4956583523661553E-12,228.99612764788242,2.3302455313023781E-28,0.99999999999998779,-448.82416278898984,448.8241627889829]
[null,"X1471",3.5007670844894225E-13,141.3844654840583,6.1308832405759458E-30,0.999999999999998,-277.10846032220024,277.10846032220093]
[null,"X1479.5",7.6374968983988067E-13,103.26812360651847,5.4697757557633113E-29,0.99999999999999412,-202.40180301980595,202.40180301980749]
[null,"X1488",-1.5851574606442442E-12,129.50593182445681,1.4981851774441492E-28,0.99999999999999023,-253.82696216023649,253.82696216023331]
[null,"X1496.5",1.5995727676645609E-12,141.07412587693327,1.2856219170181967E-28,0.99999999999999101,-276.50020586925763,276.50020586926081]
[null,"X1505",-4.9575828554910071E-13,91.508147521799373,2.9350833259024341E-29,0.99999999999999567,-179.35267343470542,179.35267343470446]
[null,"X1913",1.0105093392697377E-12,159.56425909901665,4.0106006821627225E-29,0.99999999999999489,-312.74020105388917,312.74020105389121]
[null,"X1921.5",-1.1563254500181001E-13,197.75634713726987,3.4190016140011624E-31,0.99999999999999956,-387.59531810324961,387.59531810324938]
[null,"X1930",-4.2906871306784735E-13,169.25648593096329,6.426330477339523E-30,0.999999999999998,-331.73661657449878,331.73661657449787]
[null,"X1938.5",1.3229856959848671E-14,110.31658478584282,1.4382311165252394E-32,0.99999999999999989,-216.21653307771115,216.21653307771115]
[null,"X1947",-4.5322638049499469E-13,64.655345798667412,4.9138453411783434E-29,0.99999999999999445,-126.72214917337165,126.72214917337074]
[null,"X1955.5",9.9633991940802831E-15,33.758886062387603,8.7104149905057032E-32,0.99999999999999978,-66.166200840470879,66.166200840470907]
[null,"X1964",-1.8831364811372308E-14,25.516961440038212,5.446351654607789E-31,0.99999999999999944,-50.012325417372217,50.012325417372175]
[null,"X1972.5",-1.2814949051668735E-13,21.498739759327034,3.5531027154170961E-29,0.99999999999999523,-42.136755641280416,42.13675564128016]
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[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
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[null,"Obs939","HIGH","HIGH",0.99999500447113621,4.9955288639125154E-6]
[null,"Obs943","HIGH","HIGH",0.99999500447113621,4.995528863909987E-6]
[null,"Obs947","HIGH","HIGH",0.99999500447113621,4.9955288639094373E-6]
[null,"Obs955","HIGH","HIGH",0.99999500447113621,4.9955288639063931E-6]
[null,"Obs962","LOW","LOW",4.9968275077138973E-6,0.99999500317249235]
[null,"Obs972","HIGH","HIGH",0.99999500447113621,4.9955288639051242E-6]
[null,"Obs978","HIGH","HIGH",0.99999500447113621,4.9955288639111847E-6]
[null,"Obs993","HIGH","HIGH",0.99999500447113621,4.9955288639111144E-6]
[null,"Obs994","LOW","LOW",4.9968275077145715E-6,0.99999500317249235]
[null,"Obs998","HIGH","HIGH",0.99999500447113621,4.9955288639103953E-6]
[null,"Obs1015","HIGH","HIGH",0.99999500447113621,4.9955288639069784E-6]
[null,"Obs1024","HIGH","HIGH",0.99999500447113621,4.9955288639097117E-6]
[null,"Obs1035","HIGH","HIGH",0.99999500447113621,4.9955288639100582E-6]
[null,"Obs1050","LOW","LOW",4.9968275077179088E-6,0.99999500317249213]
[null,"Obs1054","LOW","LOW",4.9968275077143318E-6,0.99999500317249235]
[null,"Obs1068","HIGH","HIGH",0.99999500447113621,4.995528863906499E-6]
[null,"Obs1081","LOW","LOW",4.9968275077164892E-6,0.99999500317249213]
[null,"Obs1090","HIGH","HIGH",0.99999500447113621,4.9955288639054969E-6]
[null,"Obs1092","LOW","LOW",4.9968275077111453E-6,0.99999500317249235]
[null,"Obs1107","LOW","LOW",4.9968275077235899E-6,0.99999500317249213]
[null,"Obs1112","LOW","LOW",4.9968275077147578E-6,0.99999500317249213]
[null,"Obs1127","LOW","LOW",4.996827507717199E-6,0.99999500317249213]
[null,"Obs1131","LOW","LOW",4.9968275077194445E-6,0.99999500317249213]
[null,"Obs1138","LOW","LOW",4.9968275077177758E-6,0.99999500317249213]
[null,"Obs1139","LOW","LOW",4.9968275077176606E-6,0.99999500317249213]
[null,"Obs1147","LOW","LOW",4.9968275077192319E-6,0.99999500317249213]
[null,"Obs1157","LOW","LOW",4.9968275077186279E-6,0.99999500317249213]
[null,"Obs1167","HIGH","HIGH",0.99999500447113621,4.9955288639077238E-6]
[null,"Obs1174","LOW","LOW",4.9968275077133916E-6,0.99999500317249235]
[null,"Obs1187","LOW","LOW",4.9968275077166662E-6,0.99999500317249213]
[null,"Obs1191","HIGH","HIGH",0.99999500447113621,4.9955288639076264E-6]
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[null,"Obs1203","LOW","LOW",4.9968275077194978E-6,0.99999500317249213]
[null,"Obs1214","LOW","LOW",4.9968275077198443E-6,0.99999500317249213]
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[null,"Obs1222","LOW","LOW",4.9968275077216197E-6,0.99999500317249213]
[null,"Obs1232","HIGH","HIGH",0.99999500447113621,4.995528863906881E-6]
[null,"Obs1240","LOW","LOW",4.9968275077118822E-6,0.99999500317249235]
[null,"Obs1260","HIGH","HIGH",0.99999500447113621,4.9955288639094458E-6]
[null,"Obs1269","LOW","LOW",4.9968275077203144E-6,0.99999500317249213]
[null,"Obs1272","LOW","LOW",4.9968275077108878E-6,0.99999500317249235]
[null,"Obs1289","HIGH","HIGH",0.99999500447113621,4.9955288639070233E-6]
[null,"Obs1304","LOW","LOW",4.9968275077157963E-6,0.99999500317249213]
[null,"Obs1316","LOW","LOW",4.9968275077197647E-6,0.99999500317249213]
[null,"Obs1329","LOW","LOW",4.9968275077176877E-6,0.99999500317249213]
[null,"Obs1336","LOW","LOW",4.9968275077165425E-6,0.99999500317249213]
[null,"Obs1345","LOW","LOW",4.9968275077189566E-6,0.99999500317249213]
[null,"Obs1359","LOW","LOW",4.9968275077188677E-6,0.99999500317249213]
[null,"Obs1361","HIGH","HIGH",0.99999500447113621,4.9955288639067387E-6]
[null,"Obs1372","HIGH","HIGH",0.99999500447113621,4.9955288639061974E-6]
[null,"Obs1373","HIGH","HIGH",0.99999500447113621,4.995528863906997E-6]
[null,"Obs1385","LOW","LOW",4.9968275077156278E-6,0.99999500317249213]
[null,"Obs1389","LOW","LOW",4.9968275077167111E-6,0.99999500317249213]
[null,"Obs1397","LOW","LOW",4.9968275077199688E-6,0.99999500317249213]
[null,"Obs1401","LOW","LOW",4.9968275077157429E-6,0.99999500317249213]
[null,"Obs1405","LOW","LOW",4.9968275077180155E-6,0.99999500317249213]
[null,"Obs1408","LOW","LOW",4.9968275077176691E-6,0.99999500317249213]
[null,"Obs1414","LOW","LOW",4.9968275077170652E-6,0.99999500317249213]
[null,"Obs1424","LOW","LOW",4.996827507716241E-6,0.99999500317249213]
[null,"Obs1435","HIGH","HIGH",0.99999500447113621,4.9955288639095254E-6]
[null,"Obs1445","LOW","LOW",4.9968275077157963E-6,0.99999500317249213]
[null,"Obs1471","LOW","LOW",4.9968275077088108E-6,0.99999500317249235]
[null,"Obs1476","LOW","LOW",4.9968275077101068E-6,0.99999500317249235]
[null,"Obs1485","LOW","LOW",4.9968275077149882E-6,0.99999500317249213]
[null,"Obs1489","LOW","LOW",4.9968275077131426E-6,0.99999500317249235]
[null,"Obs1491","LOW","LOW",4.9968275076985677E-6,0.99999500317249235]
[null,"Obs1509","LOW","LOW",4.99682750770969E-6,0.99999500317249235]
[null,"Obs1518","LOW","LOW",4.9968275077088108E-6,0.99999500317249235]
[null,"Obs1524","LOW","LOW",4.9968275077115976E-6,0.99999500317249235]
[null,"Obs1529","LOW","LOW",4.9968275077100534E-6,0.99999500317249235]
[null,"Obs1538","LOW","LOW",4.9968275077156633E-6,0.99999500317249213]
[null,"Obs1543","LOW","LOW",4.9968275077099298E-6,0.99999500317249235]
[null,"Obs1547","LOW","LOW",4.9968275076985677E-6,0.99999500317249235]
[null,"Obs1560","LOW","LOW",4.9968275077194716E-6,0.99999500317249213]
[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_142421_1_HID","index":38,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)9","index":40,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:24:13 / End time: 07/29/2023 at 14:24:17 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1398759133"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6288671454687865E-3,1.0575523861339269E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4869214416296656E-3,4.1557870997918921E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7489869652650812E-2,2.7561240496082528E-3]
[null,"X1411.5",1094,0,1094,-3.6504528571428503E-2,-2.2898085714285799E-2,-2.6647430987202899E-2,1.5585220561908089E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9774231679289631E-2,8.5100848938832576E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4074609924262198E-2,7.6817017931800607E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0418064403238437E-2,7.1654587734917819E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0796222512405291E-3,6.0240978624339346E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6399088926612721E-3,5.6336649978840135E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5079457038391262E-3,5.1800103300305735E-4]
[null,"X1471",1094,0,1094,-8.3423571428571895E-3,-5.9522714285714703E-3,-7.1757601331940441E-3,3.4931676126023997E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.6937857142856898E-3,-4.2528771741969177E-3,2.5215318337025932E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.41622857142853E-3,-2.0528291982240781E-3,2.8696588071661327E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1513950117524413E-4,3.2438701945687045E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1275357926351518E-3,3.2867836681957255E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.2983699843301113E-2,4.5190188657988984E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5321936980934975E-2,3.4946790858308217E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1447324040219357E-2,2.6712816718779072E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7497017236876336E-3,1.7156795755784698E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8194142073648572E-3,9.520364030983614E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1771106555236392E-3,5.167209327652031E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2673634238704592E-3,3.3560537944138244E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4799679289631731E-3,3.0915258967846598E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,6.5140000000002397E-4,-6.1421769391486222E-4,4.0147498208705764E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,2.8157142857088099E-5,-3.7225027552885872E-3,1.0020173866963789E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",518,518,47.349177330895792]
[null,"","LOW",576,576,52.650822669104208]
[null,"Class","HIGH",518,518,47.349177330895792]
[null,"","LOW",576,576,52.650822669104208]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.49444857142857E-2,-6.6651571428571303E-3,-8.5921755927051615E-3,1.0911792596386396E-3]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.7522142857142997E-3,-5.4908652887537945E-3,4.2338303703244221E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.2118200000000001E-2,-2.7419182978723429E-2,2.9539042844180545E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.3136199999999999E-2,-2.6677236382978736E-2,1.6567628115909663E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7481685714285801E-2,-1.9843463313069916E-2,8.2451396909812317E-4]
[null,"X1428.5",470,0,470,-1.6217357142857099E-2,-1.17036142857142E-2,-1.4144343981762919E-2,7.2829583003617153E-4]
[null,"X1437",470,0,470,-1.25655857142858E-2,-7.5525428571428001E-3,-1.0475657811550153E-2,6.8531930252958297E-4]
[null,"X1445.5",470,0,470,-1.0938428571428601E-2,-7.1353571428571204E-3,-9.1226447112461966E-3,5.6703357171252258E-4]
[null,"X1454",470,0,470,-1.1316914285714399E-2,-8.0037285714285606E-3,-9.6750360486322212E-3,5.3064370735892786E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.0291285714285694E-3,-9.5400862310030411E-3,4.9567541417623823E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.3040571428572001E-3,-7.2023511246200565E-3,3.3644604847117202E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2648710638297904E-3,2.6150540977066042E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.40075714285726E-3,-2.05120662613982E-3,3.0670834183101699E-4]
[null,"X1496.5",470,0,470,-2.0923714285713802E-3,4.9461428571434497E-4,-3.0434875379938979E-4,3.3394492597988996E-4]
[null,"X1505",470,0,470,-3.83671428571486E-4,1.95364285714283E-3,1.1420062006079008E-3,3.2514532084754996E-4]
[null,"X1913",470,0,470,-3.64933714285713E-2,-8.4187571428571105E-3,-2.3131714741641333E-2,4.5322393080920384E-3]
[null,"X1921.5",470,0,470,-2.5822857142857002E-2,-4.73302857142843E-3,-1.53682362006079E-2,3.4836883852538887E-3]
[null,"X1930",470,0,470,-1.95999E-2,-3.4386285714286301E-3,-1.1489276565349546E-2,2.6583094531972638E-3]
[null,"X1938.5",470,0,470,-1.29305714285715E-2,-2.49817142857145E-3,-7.8133648632218913E-3,1.7119976017715883E-3]
[null,"X1947",470,0,470,-7.8015571428572397E-3,-1.9887571428571799E-3,-4.8770401519756803E-3,9.3350902288883634E-4]
[null,"X1955.5",470,0,470,-4.69564285714286E-3,-1.3622571428572E-3,-3.2140567477203664E-3,4.9704489864382004E-4]
[null,"X1964",470,0,470,-3.0732285714284401E-3,-9.0918571428566498E-4,-2.2785455623100287E-3,3.1530952926394929E-4]
[null,"X1972.5",470,0,470,-2.1982857142857598E-3,-5.4495714285712803E-4,-1.4896681762917915E-3,3.0147630723686882E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,7.7510000000002898E-4,-6.3108310030395042E-4,4.1310147535508307E-4]
[null,"X2474",470,0,470,-7.3984000000000298E-3,3.36457142857238E-4,-3.7508224620060771E-3,9.5980871882502667E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",220,220,46.808510638297875]
[null,"","LOW",250,250,53.191489361702125]
[null,"Class","HIGH",220,220,46.808510638297875]
[null,"","LOW",250,250,53.191489361702125]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1165",0.84233066222174602,1,0.70394755588026536,0.52781153467123654,-3.0104169475448545E-2,-0.45776121946076515,-0.5208209189528662,-0.46512961558976884,-0.30375726344443144,-0.11941561581781461,0.16128235944631161,0.67401227676002751,0.85266445467377294,0.83815609555368009,0.78873894511357556,-0.35079369004027233,-0.30377844131805209,-0.27812115988456232,-0.29414858536110078,-0.35799459417442692,-0.45704192767374074,-0.45689310452075776,-0.28624547696574454,2.3357926623344412E-2,-0.19521091674847241,-8.3473129188648618E-2,8.3473129188652531E-2,8.3473129188666131E-2]
[null,"X1403",0.88884105293837867,0.70394755588026536,1,0.89528478577189452,0.27612195583437993,-0.39060470120097784,-0.57224457581460419,-0.43354420817454264,-7.7342747233427184E-2,0.13781918443470975,0.27426781246950577,0.54322714922099524,0.63612038496896384,0.58293076310407965,0.5076786855123866,-0.31597089342565521,-0.27340248177813664,-0.25731716682957445,-0.28691841366200804,-0.35901450524189593,-0.45029201783721068,-0.42754768318302611,-0.26704628422086157,-1.4386443336082359E-2,-0.1629659161597832,-0.21286708675547428,0.21286708675546956,0.21286708675548052]
[null,"X1411.5",0.6842680414719714,0.52781153467123654,0.89528478577189452,1,0.66742211489265824,2.2062844256634025E-2,-0.22983797010015597,-0.11517131996871524,0.24833555298197765,0.46694710643822351,0.56154157367261726,0.5812158642424553,0.44044473313624621,0.29468366681329677,0.16611596351800031,-8.1528463190295983E-2,-8.7169747829736063E-2,-8.0349617075125529E-2,-9.2334339599515952E-2,-0.12388973895686353,-0.1611009692439804,-8.3674087364479677E-2,-4.2075355729521868E-2,1.2937993283892314E-2,-2.8216620985766602E-2,-0.28179748756533529,0.28179748756532275,0.28179748756533557]
[null,"X1420",3.7248162796114641E-2,-3.0104169475448545E-2,0.27612195583437993,0.66742211489265824,1,0.74794876714765934,0.52369541979825707,0.55917754564411382,0.75808915021455803,0.85857747062897782,0.82327821877429075,0.3877718441883512,-0.10419109451965322,-0.34674700287499777,-0.5049826602779367,0.45667517885685749,0.38306218654163998,0.37193892613621471,0.3919209459718126,0.43504438154434433,0.48576538684666876,0.54816280214712576,0.28035569030492358,-6.0123372806572137E-2,0.28529851065227202,-0.24507154617535087,0.2450715461753929,0.24507154617535892]
[null,"X1428.5",-0.49910829426815972,-0.45776121946076515,-0.39060470120097784,2.2062844256634025E-2,0.74794876714765934,1,0.94826458902560962,0.91801349727973514,0.86672305906083702,0.80295857482697275,0.68791991959179921,0.1083573044581583,-0.44663999328681225,-0.66307254153658157,-0.77349987272988496,0.72992964408080185,0.64778644236840943,0.63033840451154122,0.66733116034955642,0.74567419697264359,0.83069686591990455,0.79899176399618377,0.35816826656281414,-0.1506653199439234,0.4445186829436612,-5.0082394578481994E-2,5.0082394578465042E-2,5.0082394578465118E-2]
[null,"X1437",-0.60283039843397368,-0.5208209189528662,-0.57224457581460419,-0.22983797010015597,0.52369541979825707,0.94826458902560962,1,0.97183034508292343,0.8288986701324943,0.70169663978981811,0.5919398734893816,7.4255044900895628E-2,-0.43202782994082234,-0.62130967837122408,-0.70700601541422514,0.73173383649412715,0.66642479332747873,0.65259113716766204,0.69331154564447706,0.77135350982113882,0.85065486130472545,0.76633202893724695,0.31407003050751559,-0.17390827050837127,0.44794202926565962,7.3260714733488608E-2,-7.3260714733470428E-2,-7.3260714733480711E-2]
[null,"X1445.5",-0.47532906864444102,-0.46512961558976884,-0.43354420817454264,-0.11517131996871524,0.55917754564411382,0.91801349727973514,0.97183034508292343,1,0.91655947071855159,0.79829913779677297,0.6884556133288301,0.18427998736363679,-0.3364829241661581,-0.54907826223177825,-0.65199766539325643,0.74174754561628198,0.69009409929520371,0.68060179295083767,0.71898088278060202,0.78594227888260859,0.84352942677659337,0.72212708533795478,0.24718330079637124,-0.22432286963589848,0.46573065453283902,7.918372755244682E-2,-7.918372755244682E-2,-7.9183727552444932E-2]
[null,"X1454",-0.18020731995767966,-0.30375726344443144,-7.7342747233427184E-2,0.24833555298197765,0.75808915021455803,0.86672305906083702,0.8288986701324943,0.91655947071855159,1,0.96301397569264036,0.85258542084170708,0.32575135391394466,-0.22087241595188536,-0.46952338368586649,-0.60678052625224732,0.74315023594100793,0.69984716987427031,0.69341352274542045,0.72051476660035341,0.76450382395550653,0.78722586365409875,0.65034593784525752,0.15364788098564558,-0.29887972369554805,0.47258385963079791,-3.5569519372426486E-2,3.5569519372455366E-2,3.5569519372452958E-2]
[null,"X1462.5",1.3398854654733547E-2,-0.11941561581781461,0.13781918443470975,0.46694710643822351,0.85857747062897782,0.80295857482697275,0.70169663978981811,0.79829913779677297,0.96301397569264036,1,0.93440856671270311,0.45198554491431986,-9.2539823866794477E-2,-0.35321924171905317,-0.51052634132976682,0.68851710910784802,0.64687782681137596,0.64374491609953788,0.66603093392618107,0.69613872867358872,0.70018375045927594,0.58289894473647208,0.11682794861570597,-0.29503375106429464,0.43363867597734601,-0.11620890175690195,0.11620890175695532,0.11620890175691459]
[null,"X1471",0.17151706012646004,0.16128235944631161,0.27426781246950577,0.56154157367261726,0.82327821877429075,0.68791991959179921,0.5919398734893816,0.6884556133288301,0.85258542084170708,0.93440856671270311,1,0.7203744518414309,0.21251392922520398,-6.7167988206919493E-2,-0.24327834736733531,0.52935419849374077,0.49679322078476634,0.50249054956225048,0.52816869481473661,0.54993342784703358,0.5468088344137273,0.47175442745085183,0.10901485729617408,-0.19569270821052012,0.3360547500199243,-9.414155849095289E-2,9.4141558490966851E-2,9.4141558490950489E-2]
[null,"X1479.5",0.51507575785517967,0.67401227676002751,0.54322714922099524,0.5812158642424553,0.3877718441883512,0.1083573044581583,7.4255044900895628E-2,0.18427998736363679,0.32575135391394466,0.45198554491431986,0.7203744518414309,1,0.81350404945112598,0.60572719653007423,0.45251683113077007,-4.1910740537912904E-2,-2.7516059105253322E-2,-4.5130823759962566E-3,1.2867762729765427E-2,6.0586368880057839E-5,-2.9076701741207921E-2,-1.4517529117894017E-2,-1.100038436988276E-2,5.8467123756196442E-2,7.5482959355346211E-3,1.4372825306869414E-2,-1.437282530685006E-2,-1.4372825306827174E-2]
[null,"X1488",0.67258183168780938,0.85266445467377294,0.63612038496896384,0.44044473313624621,-0.10419109451965322,-0.44663999328681225,-0.43202782994082234,-0.3364829241661581,-0.22087241595188536,-9.2539823866794477E-2,0.21251392922520398,0.81350404945112598,1,0.94789476808880946,0.86906790359696762,-0.48996098524968718,-0.43619080869670834,-0.4080048189567389,-0.40953033683407691,-0.4536824522603895,-0.50595943211438044,-0.44677737868576767,-0.15396174511984545,0.20452980828537573,-0.27392270219347697,7.4234064099032535E-2,-7.4234064099041014E-2,-7.423406409905535E-2]
[null,"X1496.5",0.66075173551911581,0.83815609555368009,0.58293076310407965,0.29468366681329677,-0.34674700287499777,-0.66307254153658157,-0.62130967837122408,-0.54907826223177825,-0.46952338368586649,-0.35321924171905317,-6.7167988206919493E-2,0.60572719653007423,0.94789476808880946,1,0.9760273313587251,-0.63153158481321925,-0.56470803791774038,-0.53716608635051311,-0.54744046146392433,-0.60164963314269726,-0.66502041353450347,-0.60584086567541806,-0.22123482910710768,0.23310940759531826,-0.37269663478558934,9.0862070594163596E-2,-9.0862070594162639E-2,-9.0862070594161917E-2]
[null,"X1505",0.62221103452551785,0.78873894511357556,0.5076786855123866,0.16611596351800031,-0.5049826602779367,-0.77349987272988496,-0.70700601541422514,-0.65199766539325643,-0.60678052625224732,-0.51052634132976682,-0.24327834736733531,0.45251683113077007,0.86906790359696762,0.9760273313587251,1,-0.67848869441348114,-0.60324008615856628,-0.57659846123638536,-0.59338676755302255,-0.65429285173407081,-0.72578157311475811,-0.68241059309468999,-0.27316360970339343,0.22098381845559564,-0.4031485666730541,0.10502530470576857,-0.10502530470578156,-0.10502530470577362]
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[null,"X1930",-0.10872592680195629,-0.27812115988456232,-0.25731716682957445,-8.0349617075125529E-2,0.37193892613621471,0.63033840451154122,0.65259113716766204,0.68060179295083767,0.69341352274542045,0.64374491609953788,0.50249054956225048,-4.5130823759962566E-3,-0.4080048189567389,-0.53716608635051311,-0.57659846123638536,0.98134941020711375,0.9962128064545257,1,0.9907787360666136,0.94863796046915616,0.81629379027111104,0.40672282939541821,-0.34067634869552238,-0.80025353623549822,0.60854100662840083,-0.10095430547365186,0.10095430547364942,0.10095430547365458]
[null,"X1938.5",-0.14687484534026521,-0.29414858536110078,-0.28691841366200804,-9.2334339599515952E-2,0.3919209459718126,0.66733116034955642,0.69331154564447706,0.71898088278060202,0.72051476660035341,0.66603093392618107,0.52816869481473661,1.2867762729765427E-2,-0.40953033683407691,-0.54744046146392433,-0.59338676755302255,0.98237152065120392,0.98663371125022747,0.9907787360666136,1,0.96987222606675483,0.83330097563600669,0.42772649593792339,-0.28615488443800863,-0.7595947163648572,0.6037747594301146,-8.3476400485043317E-2,8.3476400485032881E-2,8.3476400485044081E-2]
[null,"X1947",-0.24642939726472071,-0.35799459417442692,-0.35901450524189593,-0.12388973895686353,0.43504438154434433,0.74567419697264359,0.77135350982113882,0.78594227888260859,0.76450382395550653,0.69613872867358872,0.54993342784703358,6.0586368880057839E-5,-0.4536824522603895,-0.60164963314269726,-0.65429285173407081,0.97319764714206414,0.95477753015415745,0.94863796046915616,0.96987222606675483,1,0.90427379998747404,0.50049968276812551,-0.19246272409140844,-0.64852858383789458,0.59028886375935574,-5.2604811335560997E-2,5.2604811335576367E-2,5.2604811335571856E-2]
[null,"X1955.5",-0.40296939530624537,-0.45704192767374074,-0.45029201783721068,-0.1611009692439804,0.48576538684666876,0.83069686591990455,0.85065486130472545,0.84352942677659337,0.78722586365409875,0.70018375045927594,0.5468088344137273,-2.9076701741207921E-2,-0.50595943211438044,-0.66502041353450347,-0.72578157311475811,0.88125440100714192,0.83683909680942969,0.81629379027111104,0.83330097563600669,0.90427379998747404,1,0.72152124255469885,9.9342892405234733E-3,-0.47269277931344655,0.53908147767638026,-8.7094013111071421E-3,8.7094013111323268E-3,8.7094013111206764E-3]
[null,"X1964",-0.52161940231797432,-0.45689310452075776,-0.42754768318302611,-8.3674087364479677E-2,0.54816280214712576,0.79899176399618377,0.76633202893724695,0.72212708533795478,0.65034593784525752,0.58289894473647208,0.47175442745085183,-1.4517529117894017E-2,-0.44677737868576767,-0.60584086567541806,-0.68241059309468999,0.51571890035403678,0.42186594748585615,0.40672282939541821,0.42772649593792339,0.50049968276812551,0.72152124255469885,1,0.54177255455444739,-2.9940987576153336E-2,0.31595200346831875,1.4048202734666303E-2,-1.4048202734636007E-2,-1.4048202734653735E-2]
[null,"X1972.5",-0.48479332092383243,-0.28624547696574454,-0.26704628422086157,-4.2075355729521868E-2,0.28035569030492358,0.35816826656281414,0.31407003050751559,0.24718330079637124,0.15364788098564558,0.11682794861570597,0.10901485729617408,-1.100038436988276E-2,-0.15396174511984545,-0.22123482910710768,-0.27316360970339343,-0.21354813147863347,-0.3209545775896212,-0.34067634869552238,-0.28615488443800863,-0.19246272409140844,9.9342892405234733E-3,0.54177255455444739,1,0.70212740058615442,-0.15152379069048352,9.4980956798583718E-2,-9.4980956798585689E-2,-9.4980956798580568E-2]
[null,"X1981",-0.22329955836215162,2.3357926623344412E-2,-1.4386443336082359E-2,1.2937993283892314E-2,-6.0123372806572137E-2,-0.1506653199439234,-0.17390827050837127,-0.22432286963589848,-0.29887972369554805,-0.29503375106429464,-0.19569270821052012,5.8467123756196442E-2,0.20452980828537573,0.23310940759531826,0.22098381845559564,-0.71838354067127952,-0.78814064750718027,-0.80025353623549822,-0.7595947163648572,-0.64852858383789458,-0.47269277931344655,-2.9940987576153336E-2,0.70212740058615442,1,-0.46533831313481994,0.14380549730613873,-0.1438054973061382,-0.14380549730613715]
[null,"X2474",-8.5244717041191881E-2,-0.19521091674847241,-0.1629659161597832,-2.8216620985766602E-2,0.28529851065227202,0.4445186829436612,0.44794202926565962,0.46573065453283902,0.47258385963079791,0.43363867597734601,0.3360547500199243,7.5482959355346211E-3,-0.27392270219347697,-0.37269663478558934,-0.4031485666730541,0.61271859152679697,0.61165743561057195,0.60854100662840083,0.6037747594301146,0.59028886375935574,0.53908147767638026,0.31595200346831875,-0.15152379069048352,-0.46533831313481994,1,-5.9314773456968818E-2,5.9314773456978963E-2,5.9314773456971934E-2]
[null,"Class-HIGH",-0.17064016521125125,-8.3473129188648618E-2,-0.21286708675547428,-0.28179748756533529,-0.24507154617535087,-5.0082394578481994E-2,7.3260714733488608E-2,7.918372755244682E-2,-3.5569519372426486E-2,-0.11620890175690195,-9.414155849095289E-2,1.4372825306869414E-2,7.4234064099032535E-2,9.0862070594163596E-2,0.10502530470576857,-0.10450344565484022,-0.10121643912445759,-0.10095430547365186,-8.3476400485043317E-2,-5.2604811335560997E-2,-8.7094013111071421E-3,1.4048202734666303E-2,9.4980956798583718E-2,0.14380549730613873,-5.9314773456968818E-2,1,-1.0000000000000016,-1]
[null,"Class-LOW",0.17064016521125117,8.3473129188652531E-2,0.21286708675546956,0.28179748756532275,0.2450715461753929,5.0082394578465042E-2,-7.3260714733470428E-2,-7.918372755244682E-2,3.5569519372455366E-2,0.11620890175695532,9.4141558490966851E-2,-1.437282530685006E-2,-7.4234064099041014E-2,-9.0862070594162639E-2,-0.10502530470578156,0.10450344565484165,0.10121643912445805,0.10095430547364942,8.3476400485032881E-2,5.2604811335576367E-2,8.7094013111323268E-3,-1.4048202734636007E-2,-9.4980956798585689E-2,-0.1438054973061382,5.9314773456978963E-2,-1.0000000000000016,1,1]
[null,"Class",0.17064016521125069,8.3473129188666131E-2,0.21286708675548052,0.28179748756533557,0.24507154617535892,5.0082394578465118E-2,-7.3260714733480711E-2,-7.9183727552444932E-2,3.5569519372452958E-2,0.11620890175691459,9.4141558490950489E-2,-1.4372825306827174E-2,-7.423406409905535E-2,-9.0862070594161917E-2,-0.10502530470577362,0.10450344565484269,0.10121643912446283,0.10095430547365458,8.3476400485044081E-2,5.2604811335571856E-2,8.7094013111206764E-3,-1.4048202734653735E-2,-9.4980956798580568E-2,-0.14380549730613715,5.9314773456971934E-2,-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)",1513.5296346619641,1.0925111503125201E-2]
[null,"R²(McFadden)",0,0.99999278169964234]
[null,"R²(Cox and Snell)",0,0.74929349133874679]
[null,"R²(Nagelkerke)",0,0.98861700418362286]
[null,"AIC",1515.5296346619641,54.010925111503127]
[null,"SBC",1520.527230644946,188.94601665201515]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.527:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1513.5187095504609,0]
[null,"Score",26,1093.9999999973807,0]
[null,"Wald",26,0.81173080006915332,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,1.9663152971925949E-28,0.99999999999998879,0,1]
[null,"X1165",1,2.0491010533760415E-28,0.99999999999998856,0,1]
[null,"X1403",1,4.3999344571191117E-29,0.99999999999999467,0,1]
[null,"X1411.5",1,4.5907328323606431E-29,0.99999999999999456,0,1]
[null,"X1420",1,3.6058304073432129E-29,0.99999999999999523,0,1]
[null,"X1428.5",1,6.2729883668026999E-30,0.999999999999998,0,1]
[null,"X1437",1,6.8108551314303952E-31,0.99999999999999933,0,1]
[null,"X1445.5",1,4.3327022259119036E-30,0.99999999999999833,0,1]
[null,"X1454",1,2.6565028167399524E-30,0.99999999999999867,0,1]
[null,"X1462.5",1,2.6199029768146373E-30,0.99999999999999867,0,1]
[null,"X1471",1,7.1505455606358895E-29,0.99999999999999323,0,1]
[null,"X1479.5",1,8.5151660167112672E-29,0.99999999999999267,0,1]
[null,"X1488",1,4.2215286983448951E-29,0.99999999999999478,0,1]
[null,"X1496.5",1,2.228912843302432E-29,0.99999999999999623,0,1]
[null,"X1505",1,3.878243603893466E-29,0.999999999999995,0,1]
[null,"X1913",1,7.0132389029272354E-30,0.99999999999999789,0,1]
[null,"X1921.5",1,6.0938150678645932E-30,0.999999999999998,0,1]
[null,"X1930",1,6.6700138875766745E-29,0.99999999999999345,0,1]
[null,"X1938.5",1,4.3701841529126652E-29,0.99999999999999467,0,1]
[null,"X1947",1,8.6575017379455915E-29,0.99999999999999256,0,1]
[null,"X1955.5",1,2.3666906316919447E-31,0.99999999999999967,0,1]
[null,"X1964",1,4.5660715731459393E-29,0.99999999999999456,0,1]
[null,"X1972.5",1,1.731991365528674E-29,0.99999999999999667,0,1]
[null,"X1981",1,8.0282112048093921E-29,0.99999999999999289,0,1]
[null,"X2474",1,1.327030052660731E-29,0.99999999999999711,0,1]
[null,"Class",1,0.65479661786921772,0.41840296567026447,1274.5443783444678,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4625693920098348E-3,1,0.9410826377683712]
[]
[]
[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",12.207279418509344,660.3702642771558,3.4171398447783129E-4,0.98525153899708184,-1282.094655025913,1306.5092138629318]
[null,"X961",-1.346111988639706E-9,95996.326287847885,1.9663152971925946E-28,0.99999999999998879,-188149.34217233877,188149.3421723361]
[null,"X1165",2.9703076589607081E-9,207500.78630791607,2.0491010533760411E-28,0.99999999999998856,-406694.06792725442,406694.06792726036]
[null,"X1403",-9.7632922924413886E-10,147188.26560031401,4.3999344571191117E-29,0.99999999999999467,-288483.69952353212,288483.69952353014]
[null,"X1411.5",3.1432666098010631E-9,463916.91715648875,4.5907328323606431E-29,0.99999999999999456,-909260.44944556651,909260.4494455728]
[null,"X1420",-4.5118203147815727E-9,751361.8617089726,3.6058304073432123E-29,0.99999999999999523,-1472642.1883065552,1472642.1883065463]
[null,"X1428.5",1.8842495980099741E-9,752317.54497074673,6.2729883668026964E-30,0.999999999999998,-1474515.2930802538,1474515.2930802575]
[null,"X1437",-5.5766510366935095E-10,675729.13977839972,6.8108551314303952E-31,0.99999999999999933,-1324404.7772698957,1324404.7772698947]
[null,"X1445.5",-1.4768089805164732E-9,709487.75355988997,4.3327022259119008E-30,0.99999999999999833,-1390570.444449615,1390570.4444496122]
[null,"X1454",1.3698719621016231E-9,840475.07086392946,2.6565028167399517E-30,0.99999999999999867,-1647300.8687970496,1647300.8687970524]
[null,"X1462.5",1.3220029142892685E-9,816751.25102857361,2.6199029768146366E-30,0.99999999999999867,-1600803.0363440353,1600803.0363440381]
[null,"X1471",-6.1805035147167828E-9,730893.78447606438,7.1505455606358917E-29,0.99999999999999323,-1432525.4940972726,1432525.4940972601]
[null,"X1479.5",6.9146985830135509E-9,749336.16581533907,8.5151660167112672E-29,0.99999999999999267,-1468671.8973113913,1468671.8973114053]
[null,"X1488",-5.2977032325018902E-9,815366.291860044,4.2215286983448951E-29,0.99999999999999478,-1598088.5662536654,1598088.5662536547]
[null,"X1496.5",3.7167198424149803E-9,787251.11224631174,2.2289128433024312E-29,0.99999999999999623,-1542983.8267918664,1542983.8267918739]
[null,"X1505",-3.1103598741335303E-9,499451.24277852545,3.878243603893466E-29,0.999999999999995,-978906.44787968358,978906.44787967729]
[null,"X1913",-1.6680747894791351E-10,62987.765516829648,7.0132389029272354E-30,0.99999999999999789,-123453.75187964019,123453.75187963987]
[null,"X1921.5",-2.4970670451707408E-10,101154.58390272855,6.0938150678645918E-30,0.999999999999998,-198259.34132048328,198259.34132048275]
[null,"X1930",9.1931045480089635E-10,112563.8218211495,6.6700138875766756E-29,0.99999999999999345,-220621.03673163586,220621.03673163772]
[null,"X1938.5",-7.4171765600223322E-10,112198.93852707843,4.3701841529126652E-29,0.99999999999999467,-219905.87861669788,219905.87861669643]
[null,"X1947",1.1343263814265201E-9,121910.67588221011,8.6575017379455893E-29,0.99999999999999256,-238940.53406006642,238940.53406006869]
[null,"X1955.5",-5.9164599831632723E-11,121616.13173330438,2.3666906316919447E-31,0.99999999999999967,-238363.23813635539,238363.23813635527]
[null,"X1964",-9.7045121604881914E-10,143615.8427971038,4.5660715731459399E-29,0.99999999999999456,-281481.87949169055,281481.87949168857]
[null,"X1972.5",5.5058789006873123E-10,132298.15685577615,1.731991365528674E-29,0.99999999999999667,-259299.62265835147,259299.62265835257]
[null,"X1981",-1.1228544670462519E-9,125318.17926297139,8.0282112048093932E-29,0.99999999999999289,-245619.11796355926,245619.11796355699]
[null,"X2474",-6.3508413678703635E-11,17433.752889286901,1.3270300526607313E-29,0.99999999999999711,-34169.527778373493,34169.527778373362]
[null,"Class-HIGH",-24.414881109163638,30.171812489017704,0.65479661786921772,0.41840296567026447,-83.550546935934136,34.720784717606854,2.4931698020914835E-11,5.1815358312504062E-37,1199624177945870.8]
[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,"X961",-7.8450416974530631E-13,55.945953151454034,1.9663152971925951E-28,0.99999999999998879,-109.6520532576158,109.65205325761424]
[null,"X1165",6.8024741537141288E-13,47.520960715188643,2.049101053376042E-28,0.99999999999998856,-93.139371512511801,93.139371512513165]
[null,"X1403",-1.4828841620595227E-12,223.55486383286154,4.3999344571191117E-29,0.99999999999999467,-438.15948168116591,438.15948168116296]
[null,"X1411.5",2.6996430596789277E-12,398.44220714972175,4.5907328323606442E-29,0.99999999999999456,-780.93237593409935,780.93237593410481]
[null,"X1420",-2.1159132710806037E-12,352.36698796831644,3.6058304073432134E-29,0.99999999999999523,-690.62660575876077,690.62660575875645]
[null,"X1428.5",7.9764206580580894E-13,318.4716724080439,6.2729883668026985E-30,0.999999999999998,-624.19300801600355,624.19300801600514]
[null,"X1437",-2.2020625209439426E-13,266.82641664771688,6.8108551314303952E-31,0.99999999999999933,-522.97016675340387,522.97016675340342]
[null,"X1445.5",-4.9026232190025506E-13,235.5315535110179,4.3327022259119043E-30,0.99999999999999833,-461.63336210436404,461.63336210436302]
[null,"X1454",4.2528804024513874E-13,260.93241240899113,2.6565028167399524E-30,0.99999999999999867,-511.4181307207744,511.4181307207752]
[null,"X1462.5",3.7737681344547696E-13,233.14849094449681,2.6199029768146373E-30,0.99999999999999867,-456.96264530107618,456.96264530107698]
[null,"X1471",-1.1897492981093128E-12,140.6973339635266,7.1505455606358872E-29,0.99999999999999323,-275.76170728931743,275.76170728931504]
[null,"X1479.5",9.6083736524886038E-13,104.12459467378675,8.5151660167112672E-29,0.99999999999999267,-204.08045546545213,204.08045546545407]
[null,"X1488",-8.3778014690264025E-13,128.94223435980751,4.2215286983448973E-29,0.99999999999999478,-252.72213543134657,252.72213543134492]
[null,"X1496.5",6.6440894108408816E-13,140.73072494885184,2.228912843302432E-29,0.99999999999999623,-275.82715241796132,275.82715241796268]
[null,"X1505",-5.6337028393251635E-13,90.464126287949384,3.878243603893466E-29,0.999999999999995,-177.30642941726444,177.3064294172633]
[null,"X1913",-4.1540512256576347E-13,156.86011574356615,7.0132389029272354E-30,0.99999999999999789,-307.44017746817434,307.44017746817354]
[null,"X1921.5",-4.8089435453011175E-13,194.80721764256242,6.0938150678645939E-30,0.999999999999998,-381.81513050787851,381.8151305078776]
[null,"X1930",1.3532999262833934E-12,165.70312126574339,6.6700138875766756E-29,0.99999999999999345,-324.77214980672875,324.77214980673148]
[null,"X1938.5",-7.0127276546320953E-13,106.0808776307248,4.3701841529126652E-29,0.99999999999999467,-207.91469960462192,207.91469960462049]
[null,"X1947",5.9511892641158965E-13,63.959854709446269,8.6575017379455893E-29,0.99999999999999256,-125.35901168692862,125.35901168692982]
[null,"X1955.5",-1.6847294265717718E-14,34.630552130833657,2.3666906316919456E-31,0.99999999999999967,-67.874634941170797,67.874634941170768]
[null,"X1964",-1.7947947758914379E-13,26.56093991380202,4.566071573145941E-29,0.99999999999999456,-52.058485626584535,52.058485626584179]
[null,"X1972.5",9.3801917969830258E-14,22.539218680229421,1.7319913655286746E-29,0.99999999999999667,-44.176056852921974,44.176056852922159]
[null,"X1981",-2.4842433338707038E-13,27.725841645872599,8.0282112048093932E-29,0.99999999999999289,-54.341651066971266,54.341651066970769]
[null,"X2474",-3.5068621686063391E-14,9.6267195042179274,1.3270300526607313E-29,0.99999999999999711,-18.868023517536454,18.868023517536383]
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[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
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[null,"Obs1080","LOW","LOW",4.9939448347077964E-6,0.99999500605516523]
[null,"Obs1085","LOW","LOW",4.9939448347034147E-6,0.99999500605516523]
[null,"Obs1091","LOW","LOW",4.9939448347070332E-6,0.99999500605516523]
[null,"Obs1111","LOW","LOW",4.9939448347036891E-6,0.99999500605516523]
[null,"Obs1118","HIGH","HIGH",0.99999500766430705,4.9923356928862259E-6]
[null,"Obs1127","LOW","LOW",4.9939448347051968E-6,0.99999500605516523]
[null,"Obs1141","LOW","LOW",4.9939448347096327E-6,0.99999500605516523]
[null,"Obs1159","HIGH","HIGH",0.99999500766430705,4.9923356928909354E-6]
[null,"Obs1160","HIGH","HIGH",0.99999500766430705,4.9923356928831495E-6]
[null,"Obs1173","LOW","LOW",4.9939448347103951E-6,0.99999500605516523]
[null,"Obs1197","HIGH","HIGH",0.99999500766430705,4.9923356928910862E-6]
[null,"Obs1202","LOW","LOW",4.99394483470761E-6,0.99999500605516523]
[null,"Obs1209","LOW","LOW",4.9939448347063683E-6,0.99999500605516523]
[null,"Obs1213","LOW","LOW",4.9939448347115665E-6,0.99999500605516523]
[null,"Obs1216","LOW","LOW",4.9939448347063327E-6,0.99999500605516523]
[null,"Obs1225","LOW","LOW",4.9939448347086569E-6,0.99999500605516523]
[null,"Obs1228","HIGH","HIGH",0.99999500766430705,4.992335692876773E-6]
[null,"Obs1237","HIGH","HIGH",0.99999500766430705,4.9923356928921501E-6]
[null,"Obs1241","LOW","LOW",4.9939448347112023E-6,0.99999500605516523]
[null,"Obs1251","LOW","LOW",4.9939448347065368E-6,0.99999500605516523]
[null,"Obs1253","HIGH","HIGH",0.99999500766430705,4.9923356928903146E-6]
[null,"Obs1257","LOW","LOW",4.9939448347119392E-6,0.99999500605516523]
[null,"Obs1282","LOW","LOW",4.9939448347079827E-6,0.99999500605516523]
[null,"Obs1288","LOW","LOW",4.9939448347145032E-6,0.99999500605516523]
[null,"Obs1290","HIGH","HIGH",0.99999500766430705,4.9923356928869535E-6]
[null,"Obs1297","HIGH","HIGH",0.99999500766430705,4.9923356928896674E-6]
[null,"Obs1303","LOW","LOW",4.9939448347137222E-6,0.99999500605516523]
[null,"Obs1308","LOW","LOW",4.9939448347061379E-6,0.99999500605516523]
[null,"Obs1314","LOW","LOW",4.9939448347124E-6,0.99999500605516523]
[null,"Obs1321","LOW","LOW",4.9939448347056144E-6,0.99999500605516523]
[null,"Obs1323","HIGH","HIGH",0.99999500766430705,4.9923356928906246E-6]
[null,"Obs1329","LOW","LOW",4.9939448347014004E-6,0.99999500605516523]
[null,"Obs1331","HIGH","HIGH",0.99999500766430705,4.9923356928910862E-6]
[null,"Obs1339","LOW","LOW",4.9939448347067054E-6,0.99999500605516523]
[null,"Obs1349","LOW","LOW",4.9939448347067138E-6,0.99999500605516523]
[null,"Obs1358","LOW","LOW",4.9939448347072195E-6,0.99999500605516523]
[null,"Obs1364","LOW","LOW",4.9939448347073169E-6,0.99999500605516523]
[null,"Obs1376","LOW","LOW",4.9939448347057643E-6,0.99999500605516523]
[null,"Obs1388","HIGH","HIGH",0.99999500766430705,4.9923356928811539E-6]
[null,"Obs1411","LOW","LOW",4.9939448347091364E-6,0.99999500605516523]
[null,"Obs1412","LOW","LOW",4.9939448347069273E-6,0.99999500605516523]
[null,"Obs1424","LOW","LOW",4.993944834704221E-6,0.99999500605516523]
[null,"Obs1429","HIGH","HIGH",0.99999500766430705,4.9923356928862175E-6]
[null,"Obs1441","LOW","LOW",4.9939448347126397E-6,0.99999500605516523]
[null,"Obs1462","LOW","LOW",4.9939448347027133E-6,0.99999500605516523]
[null,"Obs1471","LOW","LOW",4.993944834701862E-6,0.99999500605516523]
[null,"Obs1478","LOW","LOW",4.993944834699786E-6,0.99999500605516523]
[null,"Obs1487","LOW","LOW",4.9939448347048512E-6,0.99999500605516523]
[null,"Obs1494","LOW","LOW",4.9939448347126134E-6,0.99999500605516523]
[null,"Obs1499","HIGH","HIGH",0.99999500766430705,4.992335692887787E-6]
[null,"Obs1520","LOW","LOW",4.9939448346972398E-6,0.99999500605516523]
[null,"Obs1535","LOW","LOW",4.9939448347040177E-6,0.99999500605516523]
[null,"Obs1537","LOW","LOW",4.9939448346998741E-6,0.99999500605516523]
[null,"Obs1552","LOW","LOW",4.9939448347066876E-6,0.99999500605516523]
[null,"Obs1561","LOW","LOW",4.9939448347104933E-6,0.99999500605516523]
[null,"Obs1562","LOW","LOW",4.9939448347117528E-6,0.99999500605516523]
[null,"Obs1563","LOW","LOW",4.9939448347101028E-6,0.99999500605516523]
[null,"Obs1564","LOW","LOW",4.9939448347029708E-6,0.99999500605516523]
[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",518,0,518,1]
[null,"LOW",0,576,576,1]
[null,"Total",518,576,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999822]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",220,0,220,1]
[null,"LOW",0,250,250,1]
[null,"Total",220,250,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,0.99999999999999578]

{"sheet":"XLSTAT_20230729_142407_1_HID","index":41,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)8","index":43,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:24:01 / End time: 07/29/2023 at 14:24:04 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 555532444"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6207511099503815E-3,1.100126474714443E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7610142857142804E-3,-5.4972810786106047E-3,4.3298869764484547E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7454353930530185E-2,2.9159519464200738E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6644897453643228E-2,1.626508535675285E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.978852560720815E-2,8.4767993556672191E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4093934787150691E-2,7.6736979859515859E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0435863006006796E-2,7.2068497931437349E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0910298511360631E-3,5.9891106631028478E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6440213763384595E-3,5.57571315291022E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5119098459127711E-3,5.1390402258385355E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1831056672760525E-3,3.4608789512143164E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.71748571428571E-3,-4.2603215199791076E-3,2.5926628692340173E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0582390702533304E-3,3.011849084859209E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,4.9461428571434497E-4,-3.1955103160094121E-4,3.3605144746377043E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0183285714285302E-3,1.1249943457821857E-3,3.3576605869736846E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.2975857965526272E-2,4.5432941274247234E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5288523335074411E-2,3.5008189274238111E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1423166753721599E-2,2.6623979946855374E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7464589840689465E-3,1.7141583815843025E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8308804387568573E-3,9.5512492729440458E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1876943588404262E-3,5.1856968126405957E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2718778532253804E-3,3.3492338257984795E-4]
[null,"X1972.5",1094,0,1094,-2.2027857142856702E-3,-2.7900000000080601E-5,-1.4824805823974942E-3,3.1086948412768582E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.2280058762078988E-4,4.038151108312736E-4]
[null,"X2474",1094,0,1094,-7.3984000000000298E-3,3.36457142857238E-4,-3.7170153826064276E-3,9.9667879721238939E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",515,515,47.074954296160875]
[null,"","LOW",579,579,52.925045703839125]
[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,"X961",470,0,470,-1.31358E-2,-6.7008571428571299E-3,-8.6110669604863212E-3,9.8867005335899027E-4]
[null,"X1165",470,0,470,-7.5629285714285399E-3,-4.6917285714285504E-3,-5.4667515805471084E-3,3.7971191502914607E-4]
[null,"X1403",470,0,470,-4.1465699999999897E-2,-2.1912600000000001E-2,-2.7501851489361705E-2,2.5719159419481377E-3]
[null,"X1411.5",470,0,470,-3.3198914285714302E-2,-2.3136199999999999E-2,-2.6683133586626141E-2,1.4966024195268157E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7481685714285801E-2,-1.98101919148936E-2,8.3428474624083076E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-1.15914857142857E-2,-1.4099362279635255E-2,7.3257568251977134E-4]
[null,"X1437",470,0,470,-1.25655857142858E-2,-7.9965428571429093E-3,-1.0434228723404255E-2,6.7684717534752096E-4]
[null,"X1445.5",470,0,470,-1.0938428571428601E-2,-7.1799857142856903E-3,-9.0960917021276518E-3,5.7671641793006134E-4]
[null,"X1454",470,0,470,-1.1259471428571401E-2,-8.0037285714285606E-3,-9.665463586626134E-3,5.4521956048666749E-4]
[null,"X1462.5",470,0,470,-1.10436714285714E-2,-8.0291285714285694E-3,-9.530859057750753E-3,5.0598340839215917E-4]
[null,"X1471",470,0,470,-8.2755000000000502E-3,-6.3040571428572001E-3,-7.1852532218844986E-3,3.4484948883250409E-4]
[null,"X1479.5",470,0,470,-5.3847857142856302E-3,-3.5864142857143801E-3,-4.247543161094226E-3,2.4473178497238975E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.43208571428566E-3,-2.0386142857142849E-3,2.7260254730436756E-4]
[null,"X1496.5",470,0,470,-2.0488571428571899E-3,5.5757142857154596E-4,-2.9408021276595774E-4,3.0527498141727489E-4]
[null,"X1505",470,0,470,-3.7648571428572402E-4,2.0514285714286502E-3,1.1479218237082053E-3,3.0744530800596789E-4]
[null,"X1913",470,0,470,-3.6420300000000003E-2,-1.13292285714287E-2,-2.3149967963525819E-2,4.4746638045267944E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-6.73804285714297E-3,-1.5446011793313076E-2,3.4670021327075627E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.0242571428570403E-3,-1.1545506504559268E-2,2.6772702903196206E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-3.6576142857142101E-3,-7.8209128571428473E-3,1.7152405877532055E-3]
[null,"X1947",470,0,470,-7.8742428571428897E-3,-2.05921428571432E-3,-4.8503506686930148E-3,9.2723989352475869E-4]
[null,"X1955.5",470,0,470,-4.7360571428569599E-3,-1.2006714285715001E-3,-3.1894214893617065E-3,4.9350567127347353E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-1.0939428571428199E-3,-2.2680375075987834E-3,3.1711692085503517E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-4.5460000000008299E-4,-1.4838195744680811E-3,2.9744214485721458E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,6.1931428571421199E-4,-6.1110504559270748E-4,4.0787812471915522E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-8.4322857142859998E-4,-3.7635951975683842E-3,9.7218357670041675E-4]
[]
[]
[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,"Class","HIGH",223,223,47.446808510638299]
[null,"","LOW",247,247,52.553191489361701]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
[null,"X961",1,0.8538686921970946,0.90584591588202945,0.72331239417078508,7.2875276614985635E-2,-0.5101588579402957,-0.6241530465976376,-0.49214163071629413,-0.17007177624269515,3.8442669258763107E-2,0.20739652802484385,0.55864753830234004,0.70143274291529334,0.68442904707894281,0.63753910196949792,-0.22645002715175008,-0.15283791089514637,-0.12860746620208477,-0.16869848161594297,-0.2668805608545779,-0.42946159235055936,-0.5444057567150451,-0.49377354792418199,-0.22221253618520431,-6.2909054277259235E-2,-0.15221578911694852,0.15221578911694877,0.15221578911694866]
[null,"X1165",0.8538686921970946,1,0.73596404553841277,0.57418038333586274,-1.2018458727612981E-4,-0.47552188362805359,-0.55087655629299959,-0.48914562767307179,-0.30084200099015851,-0.1019619296620656,0.18414532265855288,0.70305163257627734,0.86982006736268846,0.85521002781104472,0.80077948157263446,-0.37892352641917182,-0.3288296600908534,-0.30360206168513748,-0.32468247202173378,-0.38785088171078091,-0.49045866966281915,-0.47981667587724475,-0.29344489180059957,3.050949937865589E-2,-0.16930857795090651,-7.8502763767718101E-2,7.8502763767725608E-2,7.8502763767730827E-2]
[null,"X1403",0.90584591588202945,0.73596404553841277,1,0.90664440865448548,0.29337458734003874,-0.40665893053812935,-0.59044045162566716,-0.44675010508124052,-6.8892825359264845E-2,0.15842310935736795,0.30608076480047675,0.58546176973077912,0.66737702459020143,0.61120951284976499,0.52975662580196803,-0.3218873940889449,-0.2739479491240191,-0.25568031820571402,-0.28801885330545501,-0.36132024718308264,-0.46315121534139531,-0.45425634144257054,-0.30051852800220341,-3.9984067935115782E-2,-0.11377492685555932,-0.20567986340177516,0.2056798634017829,0.20567986340178629]
[null,"X1411.5",0.72331239417078508,0.57418038333586274,0.90664440865448548,1,0.6615664671187127,-1.9671698276277481E-2,-0.27152891352720099,-0.14715024977034843,0.23958714318442156,0.46930183924259522,0.57417660485828437,0.6096580554922717,0.48403835902830816,0.34425864410328894,0.21134345656819772,-9.8030995365293846E-2,-9.4184087155982144E-2,-8.4140381125198144E-2,-0.10131937836135267,-0.1378391762942576,-0.18807704212815254,-0.13573649505323129,-0.10448321241492743,-2.2317294609484714E-2,1.4985367126704237E-2,-0.28078699338099283,0.2807869933809608,0.2807869933809865]
[null,"X1420",7.2875276614985635E-2,-1.2018458727612981E-4,0.29337458734003874,0.6615664671187127,1,0.7256096185367964,0.49601574062336556,0.54272523171562892,0.75833578444347427,0.86311627255248924,0.8282299940136012,0.38361518978609138,-7.9278659095835369E-2,-0.31434435106973807,-0.47745565749851543,0.45285058355606578,0.38634599478853182,0.37787604220246795,0.39317386538955484,0.43123223721662951,0.47552411751691143,0.51120499416708265,0.2214270349423631,-9.140639072333101E-2,0.30769748195120689,-0.25826170086904893,0.25826170086905276,0.25826170086906564]
[null,"X1428.5",-0.5101588579402957,-0.47552188362805359,-0.40665893053812935,-1.9671698276277481E-2,0.7256096185367964,1,0.94876803717407687,0.9203844103798523,0.85820100096429941,0.78306406001661732,0.65848794428778867,5.5700840564199515E-2,-0.46640676687526517,-0.67134125928287403,-0.77810039513336637,0.7343854184751496,0.65405805685684948,0.63714403733707303,0.67267432593176724,0.74880195216747603,0.83739638432833507,0.79358450206166087,0.33702252937785565,-0.15760510667399064,0.43180344910445539,-5.5895931875752328E-2,5.5895931875728985E-2,5.5895931875739352E-2]
[null,"X1437",-0.6241530465976376,-0.55087655629299959,-0.59044045162566716,-0.27152891352720099,0.49601574062336556,0.94876803717407687,1,0.97057473080186807,0.81189618520158569,0.67107619701848542,0.54992977231891682,8.1617560182519512E-3,-0.46640262641861246,-0.64269299058117013,-0.72042573482296868,0.73099647818187297,0.66593963152176572,0.6516838819290196,0.69165688173909201,0.76800468575807868,0.85269998214577558,0.76623498526349532,0.30884886589863381,-0.16748192854827773,0.41850668480287401,6.988128563320517E-2,-6.9881285633187087E-2,-6.9881285633206919E-2]
[null,"X1445.5",-0.49214163071629413,-0.48914562767307179,-0.44675010508124052,-0.14715024977034843,0.54272523171562892,0.9203844103798523,0.97057473080186807,1,0.90753950019762675,0.77771264086093561,0.65794239183311287,0.126588435085811,-0.36729663038531779,-0.56918233757036674,-0.66534230486139612,0.74226830386350995,0.691910084694766,0.68237465769680339,0.71957566866601408,0.78396921072508208,0.84371282832882533,0.71885060946535495,0.23830692790231894,-0.2224260700165791,0.44296137425402682,7.7987506065050879E-2,-7.7987506065067172E-2,-7.7987506065039514E-2]
[null,"X1454",-0.17007177624269515,-0.30084200099015851,-6.8892825359264845E-2,0.23958714318442156,0.75833578444347427,0.85820100096429941,0.81189618520158569,0.90753950019762675,1,0.9600205573809012,0.84447602477619133,0.29345454326686199,-0.22735217384018802,-0.46835728399361909,-0.60392999693169358,0.74108264329727269,0.70245776664996051,0.69767733162477286,0.72180951404820559,0.76106198377930712,0.7778216888525028,0.62707386925571884,0.1202236889911818,-0.31374897574053706,0.46736584429122707,-3.8214130003602097E-2,3.8214130003558319E-2,3.8214130003569366E-2]
[null,"X1462.5",3.8442669258763107E-2,-0.1019619296620656,0.15842310935736795,0.46930183924259522,0.86311627255248924,0.78306406001661732,0.67107619701848542,0.77771264086093561,0.9600205573809012,1,0.93302687055024658,0.43202739303038318,-8.4365708003009965E-2,-0.33617255884609809,-0.49406093159129549,0.67989235760675604,0.64493206923346424,0.64419039775869158,0.66165742932086657,0.6857476166946006,0.68124290210812677,0.54656681142840791,6.8128295292244428E-2,-0.31780482322742598,0.43738384035547812,-0.1242446013241718,0.12424460132415911,0.12424460132414204]
[null,"X1471",0.20739652802484385,0.18414532265855288,0.30608076480047675,0.57417660485828437,0.8282299940136012,0.65848794428778867,0.54992977231891682,0.65794239183311287,0.84447602477619133,0.93302687055024658,1,0.70763736247994435,0.22625738788968319,-4.2633618707671787E-2,-0.21923166468817148,0.51212893574845497,0.4878554990115378,0.49552859786082731,0.51423338618890302,0.52990740536816838,0.51762789493365025,0.42634815492260347,5.4013126214031787E-2,-0.21834565989545854,0.34694736304504115,-0.10776062443853285,0.10776062443852343,0.10776062443852354]
[null,"X1479.5",0.55864753830234004,0.70305163257627734,0.58546176973077912,0.6096580554922717,0.38361518978609138,5.5700840564199515E-2,8.1617560182519512E-3,0.126588435085811,0.29345454326686199,0.43202739303038318,0.70763736247994435,1,0.83175705808859257,0.63745917211039527,0.48771726341822497,-8.5211502146593135E-2,-6.2120743859471125E-2,-3.8741679555482821E-2,-3.0355161071585757E-2,-4.805458878772894E-2,-8.7335811491316542E-2,-7.2004422764123763E-2,-5.1929704757438973E-2,5.3407127890031221E-2,2.2298550054101432E-2,2.9595664092411035E-3,-2.9595664092379645E-3,-2.9595664092353247E-3]
[null,"X1488",0.70143274291529334,0.86982006736268846,0.66737702459020143,0.48403835902830816,-7.9278659095835369E-2,-0.46640676687526517,-0.46640262641861246,-0.36729663038531779,-0.22735217384018802,-8.4365708003009965E-2,0.22625738788968319,0.83175705808859257,1,0.95043038031265381,0.87326244760274596,-0.50757111267690602,-0.45052604061723206,-0.42302042655613953,-0.43115443534981096,-0.47637433973368948,-0.53698722477644245,-0.46639815417011349,-0.16226342977236569,0.20110052533029743,-0.23600431300804056,6.6371758863527877E-2,-6.6371758863535968E-2,-6.6371758863536592E-2]
[null,"X1496.5",0.68442904707894281,0.85521002781104472,0.61120951284976499,0.34425864410328894,-0.31434435106973807,-0.67134125928287403,-0.64269299058117013,-0.56918233757036674,-0.46835728399361909,-0.33617255884609809,-4.2633618707671787E-2,0.63745917211039527,0.95043038031265381,1,0.97609296846851046,-0.64288682324281665,-0.57518454063241731,-0.54837344803038224,-0.5631730342600334,-0.61811825068441084,-0.68631190212917215,-0.60852687311864506,-0.21313015991530113,0.23475068860244663,-0.3346875456272122,8.7369262835403208E-2,-8.7369262835404235E-2,-8.7369262835403264E-2]
[null,"X1505",0.63753910196949792,0.80077948157263446,0.52975662580196803,0.21134345656819772,-0.47745565749851543,-0.77810039513336637,-0.72042573482296868,-0.66534230486139612,-0.60392999693169358,-0.49406093159129549,-0.21923166468817148,0.48771726341822497,0.87326244760274596,0.97609296846851046,1,-0.68903128710262973,-0.6138337513733495,-0.58836624758711253,-0.60801312848539135,-0.66870668178303572,-0.7421326777469438,-0.67930721014922635,-0.25607005663146082,0.22819340157849138,-0.37156595251708313,0.10827706852688097,-0.10827706852688276,-0.10827706852688095]
[null,"X1913",-0.22645002715175008,-0.37892352641917182,-0.3218873940889449,-9.8030995365293846E-2,0.45285058355606578,0.7343854184751496,0.73099647818187297,0.74226830386350995,0.74108264329727269,0.67989235760675604,0.51212893574845497,-8.5211502146593135E-2,-0.50757111267690602,-0.64288682324281665,-0.68903128710262973,1,0.98889145679459489,0.98164965232649648,0.98306328705608204,0.97424076537165327,0.88184142366772811,0.50549494439665987,-0.22946042216152615,-0.71830472590248529,0.56600934882333409,-8.4717630779096206E-2,8.4717630779104075E-2,8.4717630779095401E-2]
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[null,"X1930",-0.12860746620208477,-0.30360206168513748,-0.25568031820571402,-8.4140381125198144E-2,0.37787604220246795,0.63714403733707303,0.6516838819290196,0.68237465769680339,0.69767733162477286,0.64419039775869158,0.49552859786082731,-3.8741679555482821E-2,-0.42302042655613953,-0.54837344803038224,-0.58836624758711253,0.98164965232649648,0.99647800248522567,1,0.99113485120026912,0.95027081822255455,0.81625410648224495,0.3938109518276719,-0.35383587411807482,-0.79817072942898681,0.55884850528888863,-7.5731824605927853E-2,7.5731824605924786E-2,7.5731824605931392E-2]
[null,"X1938.5",-0.16869848161594297,-0.32468247202173378,-0.28801885330545501,-0.10131937836135267,0.39317386538955484,0.67267432593176724,0.69165688173909201,0.71957566866601408,0.72180951404820559,0.66165742932086657,0.51423338618890302,-3.0355161071585757E-2,-0.43115443534981096,-0.5631730342600334,-0.60801312848539135,0.98306328705608204,0.98750929917712116,0.99113485120026912,1,0.97128455785863987,0.83369113141612516,0.4140394597920995,-0.30174742686732114,-0.75811224001807542,0.55822241879816248,-6.0246865957446563E-2,6.02468659574475E-2,6.0246865957449706E-2]
[null,"X1947",-0.2668805608545779,-0.38785088171078091,-0.36132024718308264,-0.1378391762942576,0.43123223721662951,0.74880195216747603,0.76800468575807868,0.78396921072508208,0.76106198377930712,0.6857476166946006,0.52990740536816838,-4.805458878772894E-2,-0.47637433973368948,-0.61811825068441084,-0.66870668178303572,0.97424076537165327,0.95648666038040964,0.95027081822255455,0.97128455785863987,1,0.90255280172244412,0.48934287828001466,-0.20892676350380501,-0.64947225206001113,0.55289626342148246,-3.5473300103775432E-2,3.5473300103769465E-2,3.5473300103774023E-2]
[null,"X1955.5",-0.42946159235055936,-0.49045866966281915,-0.46315121534139531,-0.18807704212815254,0.47552411751691143,0.83739638432833507,0.85269998214577558,0.84371282832882533,0.7778216888525028,0.68124290210812677,0.51762789493365025,-8.7335811491316542E-2,-0.53698722477644245,-0.68631190212917215,-0.7421326777469438,0.88184142366772811,0.83686723137539276,0.81625410648224495,0.83369113141612516,0.90255280172244412,1,0.72287221655627387,1.2083469237369351E-2,-0.46827502679810445,0.50335471612487881,-4.8518413341637045E-3,4.8518413341558583E-3,4.8518413341556406E-3]
[null,"X1964",-0.5444057567150451,-0.47981667587724475,-0.45425634144257054,-0.13573649505323129,0.51120499416708265,0.79358450206166087,0.76623498526349532,0.71885060946535495,0.62707386925571884,0.54656681142840791,0.42634815492260347,-7.2004422764123763E-2,-0.46639815417011349,-0.60852687311864506,-0.67930721014922635,0.50549494439665987,0.41164856287287849,0.3938109518276719,0.4140394597920995,0.48934287828001466,0.72287221655627387,1,0.54677424813531605,-1.534100224973433E-2,0.28407499956754356,-8.6733289543734857E-3,8.6733289543795573E-3,8.6733289543709166E-3]
[null,"X1972.5",-0.49377354792418199,-0.29344489180059957,-0.30051852800220341,-0.10448321241492743,0.2214270349423631,0.33702252937785565,0.30884886589863381,0.23830692790231894,0.1202236889911818,6.8128295292244428E-2,5.4013126214031787E-2,-5.1929704757438973E-2,-0.16226342977236569,-0.21313015991530113,-0.25607005663146082,-0.22946042216152615,-0.33341241215595513,-0.35383587411807482,-0.30174742686732114,-0.20892676350380501,1.2083469237369351E-2,0.54677424813531605,1,0.70628563307463144,-0.14287578131008391,5.914084780417752E-2,-5.9140847804162448E-2,-5.9140847804166286E-2]
[null,"X1981",-0.22221253618520431,3.050949937865589E-2,-3.9984067935115782E-2,-2.2317294609484714E-2,-9.140639072333101E-2,-0.15760510667399064,-0.16748192854827773,-0.2224260700165791,-0.31374897574053706,-0.31780482322742598,-0.21834565989545854,5.3407127890031221E-2,0.20110052533029743,0.23475068860244663,0.22819340157849138,-0.71830472590248529,-0.78665580648606515,-0.79817072942898681,-0.75811224001807542,-0.64947225206001113,-0.46827502679810445,-1.534100224973433E-2,0.70628563307463144,1,-0.41245444637734752,0.1164853449244616,-0.11648534492446308,-0.11648534492446241]
[null,"X2474",-6.2909054277259235E-2,-0.16930857795090651,-0.11377492685555932,1.4985367126704237E-2,0.30769748195120689,0.43180344910445539,0.41850668480287401,0.44296137425402682,0.46736584429122707,0.43738384035547812,0.34694736304504115,2.2298550054101432E-2,-0.23600431300804056,-0.3346875456272122,-0.37156595251708313,0.56600934882333409,0.56215498846119638,0.55884850528888863,0.55822241879816248,0.55289626342148246,0.50335471612487881,0.28407499956754356,-0.14287578131008391,-0.41245444637734752,1,-6.5728382120369119E-2,6.5728382120371145E-2,6.5728382120368939E-2]
[null,"Class-HIGH",-0.15221578911694852,-7.8502763767718101E-2,-0.20567986340177516,-0.28078699338099283,-0.25826170086904893,-5.5895931875752328E-2,6.988128563320517E-2,7.7987506065050879E-2,-3.8214130003602097E-2,-0.1242446013241718,-0.10776062443853285,2.9595664092411035E-3,6.6371758863527877E-2,8.7369262835403208E-2,0.10827706852688097,-8.4717630779096206E-2,-7.5998739848400026E-2,-7.5731824605927853E-2,-6.0246865957446563E-2,-3.5473300103775432E-2,-4.8518413341637045E-3,-8.6733289543734857E-3,5.914084780417752E-2,0.1164853449244616,-6.5728382120369119E-2,1,-0.99999999999999911,-1]
[null,"Class-LOW",0.15221578911694877,7.8502763767725608E-2,0.2056798634017829,0.2807869933809608,0.25826170086905276,5.5895931875728985E-2,-6.9881285633187087E-2,-7.7987506065067172E-2,3.8214130003558319E-2,0.12424460132415911,0.10776062443852343,-2.9595664092379645E-3,-6.6371758863535968E-2,-8.7369262835404235E-2,-0.10827706852688276,8.4717630779104075E-2,7.5998739848385136E-2,7.5731824605924786E-2,6.02468659574475E-2,3.5473300103769465E-2,4.8518413341558583E-3,8.6733289543795573E-3,-5.9140847804162448E-2,-0.11648534492446308,6.5728382120371145E-2,-0.99999999999999911,1,1]
[null,"Class",0.15221578911694866,7.8502763767730827E-2,0.20567986340178629,0.2807869933809865,0.25826170086906564,5.5895931875739352E-2,-6.9881285633206919E-2,-7.7987506065039514E-2,3.8214130003569366E-2,0.12424460132414204,0.10776062443852354,-2.9595664092353247E-3,-6.6371758863536592E-2,-8.7369262835403264E-2,-0.10827706852688095,8.4717630779095401E-2,7.5998739848397473E-2,7.5731824605931392E-2,6.0246865957449706E-2,3.5473300103774023E-2,4.8518413341556406E-3,8.6733289543709166E-3,-5.9140847804166286E-2,-0.11648534492446241,6.5728382120368939E-2,-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)",1512.8598340512785,1.0914291485649336E-2]
[null,"R²(McFadden)",0,0.99999278565585525]
[null,"R²(Cox and Snell)",0,0.74913995196556504]
[null,"R²(Nagelkerke)",0,0.98861270364816167]
[null,"AIC",1514.8598340512785,54.010914291485648]
[null,"SBC",1519.8574300342605,188.94600583199767]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.529:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1512.8489197597928,0]
[null,"Score",26,1094.0000000029104,0]
[null,"Wald",26,0.81055491281136405,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,9.6302501526644947E-30,0.99999999999999756,0,1]
[null,"X1165",1,1.2260099190104871E-29,0.99999999999999722,0,1]
[null,"X1403",1,1.8203264613246423E-29,0.99999999999999656,0,1]
[null,"X1411.5",1,2.1445654783283517E-29,0.99999999999999634,0,1]
[null,"X1420",1,1.6243862143741164E-29,0.99999999999999678,0,1]
[null,"X1428.5",1,6.1568552319483388E-30,0.999999999999998,0,1]
[null,"X1437",1,1.1574605602912135E-28,0.99999999999999145,0,1]
[null,"X1445.5",1,2.6756688267722702E-28,0.9999999999999869,0,1]
[null,"X1454",1,1.4173117991566863E-28,0.99999999999999045,0,1]
[null,"X1462.5",1,8.1689880505595508E-30,0.99999999999999767,0,1]
[null,"X1471",1,1.4182166897201714E-29,0.999999999999997,0,1]
[null,"X1479.5",1,6.7871396146608899E-29,0.99999999999999345,0,1]
[null,"X1488",1,8.7639513550574298E-29,0.99999999999999256,0,1]
[null,"X1496.5",1,4.1212441548375275E-29,0.99999999999999489,0,1]
[null,"X1505",1,1.69361831896617E-30,0.999999999999999,0,1]
[null,"X1913",1,1.101718879047515E-28,0.99999999999999167,0,1]
[null,"X1921.5",1,9.7363013499559712E-29,0.99999999999999212,0,1]
[null,"X1930",1,4.554934629133362E-29,0.99999999999999456,0,1]
[null,"X1938.5",1,4.1102140515709909E-29,0.99999999999999489,0,1]
[null,"X1947",1,2.4144146555987638E-29,0.99999999999999611,0,1]
[null,"X1955.5",1,2.1990522034066225E-29,0.99999999999999623,0,1]
[null,"X1964",1,4.0085752524815884E-29,0.99999999999999489,0,1]
[null,"X1972.5",1,2.7251725440040908E-30,0.99999999999999867,0,1]
[null,"X1981",1,4.373687102208134E-30,0.99999999999999833,0,1]
[null,"X2474",1,6.308244704840562E-30,0.999999999999998,0,1]
[null,"Class",1,0.65645398409128097,0.41781461858170532,1281.0928706212987,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4571593608039939E-3,1,0.94111176728831158]
[]
[]
[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",12.208218861722955,653.57811749953805,3.4890693897078823E-4,0.9850971403759059,-1268.7813525208589,1293.197790244305]
[null,"X961",-3.0291257702269419E-10,97610.945950984824,9.6302501526644919E-30,0.99999999999999756,-191313.93856081631,191313.93856081573]
[null,"X1165",-7.3852470937709406E-10,210920.13395754533,1.2260099190104871E-29,0.99999999999999722,-413395.86617115315,413395.86617115163]
[null,"X1403",-5.9294662399464258E-10,138976.36860534328,1.8203264613246423E-29,0.99999999999999656,-272388.67716863641,272388.67716863524]
[null,"X1411.5",2.0286786868702131E-9,438070.09929440945,2.1445654783283517E-29,0.99999999999999634,-858601.6173209257,858601.61732092965]
[null,"X1420",-2.8894548784056321E-9,716920.94631077489,1.6243862143741162E-29,0.99999999999999678,-1405139.234531495,1405139.2345314894]
[null,"X1428.5",-1.8248418946269055E-9,735437.50184680545,6.1568552319483388E-30,0.999999999999998,-1441431.0164998497,1441431.016499846]
[null,"X1437",7.3391563898576066E-9,682170.66750084772,1.1574605602912135E-28,0.99999999999999145,-1337029.939611302,1337029.9396113169]
[null,"X1445.5",-1.1906868982507825E-8,727916.21777353389,2.6756688267722688E-28,0.9999999999999869,-1426689.5705987527,1426689.570598729]
[null,"X1454",1.0085027720660088E-8,847118.94605203636,1.4173117991566863E-28,0.99999999999999045,-1660322.6248835099,1660322.62488353]
[null,"X1462.5",-2.2938956319787119E-9,802582.200893517,8.1689880505595508E-30,0.99999999999999767,-1573032.2083841858,1573032.2083841811]
[null,"X1471",-2.7967805497177983E-9,742654.97499715653,1.4182166897201719E-29,0.999999999999997,-1455577.0039339236,1455577.003933918]
[null,"X1479.5",6.3645579208507739E-9,772546.89558070165,6.7871396146608888E-29,0.99999999999999345,-1514164.0917063945,1514164.091706407]
[null,"X1488",-7.663134403711702E-9,818571.20541664411,8.7639513550574309E-29,0.99999999999999256,-1604370.0813981681,1604370.0813981527]
[null,"X1496.5",4.9079527109837391E-9,764515.32859057549,4.1212441548375292E-29,0.99999999999999489,-1498422.5096663279,1498422.5096663376]
[null,"X1505",-6.3538568613769018E-10,488235.8389135105,1.69361831896617E-30,0.999999999999999,-956924.66023218038,956924.66023217922]
[null,"X1913",6.4691424233406221E-10,61632.717472747281,1.101718879047515E-28,0.99999999999999167,-120797.9065159165,120797.90651591778]
[null,"X1921.5",-9.9536831818663606E-10,100875.75766877162,9.7363013499559768E-29,0.99999999999999212,-197712.85194398349,197712.85194398151]
[null,"X1930",7.8492378633023507E-10,116301.79452190275,4.554934629133362E-29,0.99999999999999456,-227947.3286003063,227947.32860030787]
[null,"X1938.5",-7.4716408059424615E-10,116542.34849395235,4.1102140515709909E-29,0.99999999999999489,-228418.80572186311,228418.8057218616]
[null,"X1947",-6.08154665988306E-10,123767.9261111705,2.4144146555987638E-29,0.99999999999999611,-242580.67761910928,242580.67761910806]
[null,"X1955.5",-5.6084823383106225E-10,119599.0106164538,2.1990522034066223E-29,0.99999999999999623,-234409.75339487352,234409.75339487242]
[null,"X1964",-8.9871539999176878E-10,141947.30882091107,4.0085752524815889E-29,0.99999999999999489,-278211.61299137125,278211.6129913695]
[null,"X1972.5",-2.1337524997463513E-10,129254.90729521278,2.7251725440040908E-30,0.99999999999999867,-253334.96312368067,253334.96312368027]
[null,"X1981",-2.5470278748261273E-10,121789.49872333683,4.3736871022081354E-30,0.99999999999999833,-238703.0311929273,238703.03119292678]
[null,"X2474",-4.2187370138495495E-11,16796.863286944357,6.3082447048405627E-30,0.999999999999998,-32921.247095654049,32921.247095653962]
[null,"Class-HIGH",-24.416871147513948,30.136156818610669,0.65645398409128097,0.41781461858170532,-83.482653144442025,34.648910849414122,2.4882132320894523E-11,5.5455471828397658E-37,1116428169163029.4]
[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,"X961",-1.8364203494623864E-13,59.177050103545852,9.6302501526644919E-30,0.99999999999999756,-115.98488691427231,115.98488691427194]
[null,"X1165",-1.7621941903358795E-13,50.32766405315617,1.2260099190104871E-29,0.99999999999999722,-98.640408970217365,98.640408970217024]
[null,"X1403",-9.5281401825999823E-13,223.32302243656289,1.8203264613246423E-29,0.99999999999999656,-437.70508089429455,437.70508089429262]
[null,"X1411.5",1.8183680333285196E-12,392.65590458927431,2.1445654783283517E-29,0.99999999999999634,-769.59143131197141,769.59143131197504]
[null,"X1420",-1.3497706958748759E-12,334.90015428900659,1.6243862143741167E-29,0.99999999999999678,-656.39224082336148,656.39224082335875]
[null,"X1428.5",-7.7168866332015508E-13,311.00161851101535,6.1568552319483388E-30,0.999999999999998,-609.55197141525616,609.55197141525457]
[null,"X1437",2.9147666197782731E-12,270.92600089176079,1.1574605602912142E-28,0.99999999999999145,-531.00520422331465,531.00520422332056]
[null,"X1445.5",-3.9298148308286064E-12,240.24585744661516,2.6756688267722697E-28,0.9999999999999869,-470.8732280303135,470.87322803030565]
[null,"X1454",3.0987725056669784E-12,260.28970586546131,1.4173117991566872E-28,0.99999999999999045,-510.158449042825,510.15844904283125]
[null,"X1462.5",-6.4963265319184456E-13,227.2917726955435,8.1689880505595508E-30,0.99999999999999767,-445.48368846553024,445.48368846552899]
[null,"X1471",-5.3340486796476348E-13,141.63992198876812,1.4182166897201719E-29,0.999999999999997,-277.60914587104884,277.60914587104782]
[null,"X1479.5",9.093403571028178E-13,110.37814073536181,6.7871396146608922E-29,0.99999999999999345,-216.33718052180163,216.33718052180345]
[null,"X1488",-1.2718966521197858E-12,135.86320177117125,8.7639513550574309E-29,0.99999999999999256,-266.28698229579533,266.28698229579282]
[null,"X1496.5",9.0890462755271707E-13,141.58072844423998,4.1212441548375281E-29,0.99999999999999489,-277.49312865565497,277.49312865565679]
[null,"X1505",-1.1756725936541735E-13,90.3396956484127,1.6936183189661703E-30,0.999999999999999,-177.06254984519882,177.06254984519859]
[null,"X1913",1.6196819436158713E-12,154.31009721847801,1.101718879047515E-28,0.99999999999999167,-302.44223299908958,302.44223299909277]
[null,"X1921.5",-1.9202847650743802E-12,194.61155943719288,9.7363013499559735E-29,0.99999999999999212,-381.43164747207595,381.43164747207209]
[null,"X1930",1.1516291316820592E-12,170.6363560015418,4.5549346291333631E-29,0.99999999999999456,-334.44111221617584,334.44111221617811]
[null,"X1938.5",-7.0579585989867986E-13,110.08975030555578,4.1102140515709909E-29,0.99999999999999489,-215.77194566589739,215.77194566589597]
[null,"X1947",-3.2010053310625113E-13,65.144906954315104,2.4144146555987638E-29,0.99999999999999611,-127.6816714066708,127.68167140667015]
[null,"X1955.5",-1.6027458199600572E-13,34.178018717737352,2.1990522034066231E-29,0.99999999999999623,-66.987685749701186,66.987685749700873]
[null,"X1964",-1.6587457648336255E-13,26.199005529266937,4.0085752524815889E-29,0.99999999999999489,-51.349107268129089,51.349107268128762]
[null,"X1972.5",-3.6553949713414931E-14,22.143043216319473,2.7251725440040915E-30,0.99999999999999867,-43.399567212100152,43.399567212100081]
[null,"X1981",-5.6679816931521559E-14,27.102202374961223,4.3736871022081354E-30,0.99999999999999833,-53.119340556639962,53.119340556639848]
[null,"X2474",-2.317127051181853E-14,9.2256204094759671,6.3082447048405648E-30,0.999999999999998,-18.081883737610582,18.081883737610532]
[null,"Class-HIGH",-6.7193357199920865,8.2932392832482638,0.65645398409128064,0.41781461858170532,-22.973786030331453,9.5351145903472787]
[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,"Obs12","HIGH","HIGH",0.99999501290645032,4.9870935496281921E-6]
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[null,"Obs16","LOW","LOW",4.9892555335211872E-6,0.99999501074446639]
[null,"Obs18","LOW","LOW",4.9892555335258323E-6,0.99999501074446639]
[null,"Obs20","LOW","LOW",4.9892555335197786E-6,0.99999501074446639]
[null,"Obs21","HIGH","HIGH",0.99999501290645032,4.987093549627927E-6]
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[null,"Obs23","HIGH","HIGH",0.99999501290645032,4.9870935496238333E-6]
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[null,"Obs27","LOW","LOW",4.9892555335251403E-6,0.99999501074446639]
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[null,"Obs120","HIGH","HIGH",0.99999501290645032,4.9870935496320012E-6]
[null,"Obs121","HIGH","HIGH",0.99999501290645032,4.9870935496307789E-6]
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[null,"Obs951","LOW","LOW",4.9892555335316463E-6,0.99999501074446639]
[null,"Obs953","HIGH","HIGH",0.99999501290645032,4.9870935496195371E-6]
[null,"Obs967","HIGH","HIGH",0.99999501290645032,4.9870935496229032E-6]
[null,"Obs976","HIGH","HIGH",0.99999501290645032,4.9870935496253927E-6]
[null,"Obs983","LOW","LOW",4.9892555335204257E-6,0.99999501074446639]
[null,"Obs991","HIGH","HIGH",0.99999501290645032,4.9870935496342077E-6]
[null,"Obs999","HIGH","HIGH",0.99999501290645032,4.9870935496261364E-6]
[null,"Obs1002","HIGH","HIGH",0.99999501290645032,4.9870935496252953E-6]
[null,"Obs1007","HIGH","HIGH",0.99999501290645032,4.987093549625712E-6]
[null,"Obs1016","HIGH","HIGH",0.99999501290645032,4.9870935496184741E-6]
[null,"Obs1022","HIGH","HIGH",0.99999501290645032,4.9870935496295745E-6]
[null,"Obs1024","HIGH","HIGH",0.99999501290645032,4.9870935496316209E-6]
[null,"Obs1035","HIGH","HIGH",0.99999501290645032,4.9870935496338528E-6]
[null,"Obs1048","HIGH","HIGH",0.99999501290645032,4.9870935496312126E-6]
[null,"Obs1058","LOW","LOW",4.9892555335223756E-6,0.99999501074446639]
[null,"Obs1071","LOW","LOW",4.9892555335186435E-6,0.99999501074446639]
[null,"Obs1085","LOW","LOW",4.9892555335225619E-6,0.99999501074446639]
[null,"Obs1086","LOW","LOW",4.9892555335189807E-6,0.99999501074446639]
[null,"Obs1094","LOW","LOW",4.9892555335210279E-6,0.99999501074446639]
[null,"Obs1103","LOW","LOW",4.9892555335187681E-6,0.99999501074446639]
[null,"Obs1123","LOW","LOW",4.9892555335137968E-6,0.99999501074446639]
[null,"Obs1126","LOW","LOW",4.9892555335178643E-6,0.99999501074446639]
[null,"Obs1131","LOW","LOW",4.9892555335212414E-6,0.99999501074446639]
[null,"Obs1139","LOW","LOW",4.989255533523846E-6,0.99999501074446639]
[null,"Obs1167","HIGH","HIGH",0.99999501290645032,4.9870935496308679E-6]
[null,"Obs1169","LOW","LOW",4.9892555335214362E-6,0.99999501074446639]
[null,"Obs1188","LOW","LOW",4.9892555335235191E-6,0.99999501074446639]
[null,"Obs1191","HIGH","HIGH",0.99999501290645032,4.9870935496268191E-6]
[null,"Obs1201","LOW","LOW",4.9892555335201335E-6,0.99999501074446639]
[null,"Obs1207","LOW","LOW",4.9892555335233768E-6,0.99999501074446639]
[null,"Obs1228","HIGH","HIGH",0.99999501290645032,4.9870935496273595E-6]
[null,"Obs1235","LOW","LOW",4.9892555335242806E-6,0.99999501074446639]
[null,"Obs1244","LOW","LOW",4.9892555335269394E-6,0.99999501074446639]
[null,"Obs1248","LOW","LOW",4.9892555335167564E-6,0.99999501074446639]
[null,"Obs1255","LOW","LOW",4.9892555335169867E-6,0.99999501074446639]
[null,"Obs1269","LOW","LOW",4.9892555335248125E-6,0.99999501074446639]
[null,"Obs1287","LOW","LOW",4.9892555335142839E-6,0.99999501074446639]
[null,"Obs1293","LOW","LOW",4.9892555335221274E-6,0.99999501074446639]
[null,"Obs1311","HIGH","HIGH",0.99999501290645032,4.9870935496271376E-6]
[null,"Obs1312","HIGH","HIGH",0.99999501290645032,4.9870935496291221E-6]
[null,"Obs1328","LOW","LOW",4.9892555335211431E-6,0.99999501074446639]
[null,"Obs1330","LOW","LOW",4.9892555335207095E-6,0.99999501074446639]
[null,"Obs1351","LOW","LOW",4.9892555335227127E-6,0.99999501074446639]
[null,"Obs1356","LOW","LOW",4.9892555335217378E-6,0.99999501074446639]
[null,"Obs1373","HIGH","HIGH",0.99999501290645032,4.9870935496298396E-6]
[null,"Obs1377","LOW","LOW",4.9892555335259289E-6,0.99999501074446639]
[null,"Obs1389","LOW","LOW",4.9892555335169867E-6,0.99999501074446639]
[null,"Obs1403","LOW","LOW",4.9892555335248125E-6,0.99999501074446639]
[null,"Obs1408","LOW","LOW",4.989255533518813E-6,0.99999501074446639]
[null,"Obs1410","HIGH","HIGH",0.99999501290645032,4.9870935496245516E-6]
[null,"Obs1420","LOW","LOW",4.9892555335218614E-6,0.99999501074446639]
[null,"Obs1440","LOW","LOW",4.9892555335185555E-6,0.99999501074446639]
[null,"Obs1446","LOW","LOW",4.98925553352234E-6,0.99999501074446639]
[null,"Obs1454","LOW","LOW",4.9892555335220122E-6,0.99999501074446639]
[null,"Obs1464","HIGH","HIGH",0.99999501290645032,4.9870935496304063E-6]
[null,"Obs1473","LOW","LOW",4.9892555335119791E-6,0.99999501074446639]
[null,"Obs1479","LOW","LOW",4.9892555335148327E-6,0.99999501074446639]
[null,"Obs1486","LOW","LOW",4.9892555335182099E-6,0.99999501074446639]
[null,"Obs1494","LOW","LOW",4.9892555335238731E-6,0.99999501074446639]
[null,"Obs1500","LOW","LOW",4.9892555335262033E-6,0.99999501074446639]
[null,"Obs1504","LOW","LOW",4.9892555335247862E-6,0.99999501074446639]
[null,"Obs1526","LOW","LOW",4.9892555335148327E-6,0.99999501074446639]
[null,"Obs1536","LOW","LOW",4.9892555335200801E-6,0.99999501074446639]
[null,"Obs1549","LOW","LOW",4.9892555335185639E-6,0.99999501074446639]
[null,"Obs1556","LOW","LOW",4.9892555335154714E-6,0.99999501074446639]
[null,"Obs1561","LOW","LOW",4.9892555335230752E-6,0.99999501074446639]
[null,"Obs1564","LOW","LOW",4.9892555335239883E-6,0.99999501074446639]
[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",515,0,515,1]
[null,"LOW",0,579,579,1]
[null,"Total",515,579,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999156]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",223,0,223,1]
[null,"LOW",0,247,247,1]
[null,"Total",223,247,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,1.0000000000000024]

{"sheet":"XLSTAT_20230729_142357_1_HID","index":44,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)7","index":46,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:23:50 / End time: 07/29/2023 at 14:23:54 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1960581505"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6502206189605496E-3,1.1041953558084058E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7539571428571502E-3,-5.5068337294332751E-3,4.3387571640500055E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7559670018281582E-2,2.9271976468854622E-3]
[null,"X1411.5",1094,0,1094,-3.6504528571428503E-2,-2.2898085714285799E-2,-2.6717034147296956E-2,1.6251777161318099E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9817402663880927E-2,8.4688756106062694E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4096760185427003E-2,7.7756052878536408E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0429386837294342E-2,7.3330802215632149E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0868904152520153E-3,6.1122341135032949E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6504532123269596E-3,5.6598732767230986E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5248350352572474E-3,5.181504384330944E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1937808827370088E-3,3.4953338018255131E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.6937857142856898E-3,-4.2667774614781901E-3,2.6398183513476635E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.41622857142853E-3,-2.063019522068432E-3,3.0634608618426641E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.2283943588404251E-4,3.4148795786124238E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1238414207364838E-3,3.4026035323531204E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.2955232462784046E-2,4.543670842448065E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5272217680856627E-2,3.4978908572160044E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1415945938887435E-2,2.666289699111677E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7473988639331403E-3,1.7183475787026022E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8281544267432782E-3,9.5939641772560926E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1849725254635671E-3,5.2428093915764566E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.269712836249669E-3,3.367995975531305E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4877043092191161E-3,3.0447337896952686E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.5140000000002397E-4,-6.2724492034473814E-4,3.9775691800653286E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7201988378166599E-3,1.0003061368062929E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",516,516,47.166361974405852]
[null,"","LOW",578,578,52.833638025594148]
[null,"Class","HIGH",516,516,47.166361974405852]
[null,"","LOW",578,578,52.833638025594148]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.49444857142857E-2,-6.8498714285714201E-3,-8.542471975683889E-3,9.7390633133732343E-4]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.6917285714285504E-3,-5.4445162613981756E-3,3.7459348937466682E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.2532157142857102E-2,-2.7256711489361707E-2,2.5295962399195116E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.3136199999999999E-2,-2.6515223920972664E-2,1.4907647535857475E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.6336557142857099E-2,-1.9742975957446798E-2,8.340301912013805E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-1.1703157142857201E-2,-1.409278571428571E-2,7.0709655650487543E-4]
[null,"X1437",470,0,470,-1.25655857142858E-2,-8.1921285714285398E-3,-1.0449303039513681E-2,6.4426122944544575E-4]
[null,"X1445.5",470,0,470,-1.0938428571428601E-2,-7.4085857142857604E-3,-9.105726899696031E-3,5.4557099582411533E-4]
[null,"X1454",470,0,470,-1.1259471428571401E-2,-8.2842714285714103E-3,-9.650492462006055E-3,5.2492838636940481E-4]
[null,"X1462.5",470,0,470,-1.10268E-2,-8.2942428571429194E-3,-9.5007736170212714E-3,4.9563255430938396E-4]
[null,"X1471",470,0,470,-8.3499428571428003E-3,-6.3040571428572001E-3,-7.160404954407301E-3,3.3549655027023852E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2325159270516716E-3,2.3116012586328112E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0274870212765948E-3,2.5766191420146975E-4]
[null,"X1496.5",470,0,470,-1.9733571428571799E-3,4.9461428571434497E-4,-2.8642592705167505E-4,2.9005840625869665E-4]
[null,"X1505",470,0,470,-1.7104285714286701E-4,1.95364285714283E-3,1.1506054407294779E-3,2.9547984725297993E-4]
[null,"X1913",470,0,470,-3.6420300000000003E-2,-1.13292285714287E-2,-2.3197977112462013E-2,4.47153026708261E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-6.73804285714297E-3,-1.5483965805471128E-2,3.4718608800292147E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.0242571428570403E-3,-1.1562314103343451E-2,2.6673809785042473E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-3.6576142857142101E-3,-7.81872513677811E-3,1.7055376640900974E-3]
[null,"X1947",470,0,470,-7.8015571428572397E-3,-2.05921428571432E-3,-4.8566958966565314E-3,9.1673884070373932E-4]
[null,"X1955.5",470,0,470,-4.7360571428569599E-3,-1.2006714285715001E-3,-3.1957569908814612E-3,4.7915345818581048E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-1.3017857142857399E-3,-2.2730769300911818E-3,3.1245549642487105E-4]
[null,"X1972.5",470,0,470,-2.1392000000000099E-3,-1.2505714285704399E-4,-1.471660516717325E-3,3.1219383478070522E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,7.7510000000002898E-4,-6.0076015197568604E-4,4.2105319640527497E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-1.01814285714286E-3,-3.7561851975683931E-3,9.6378034542728575E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",222,222,47.234042553191486]
[null,"","LOW",248,248,52.765957446808514]
[null,"Class","HIGH",222,222,47.234042553191486]
[null,"","LOW",248,248,52.765957446808514]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1165",0.85529726611809076,1,0.738321737990833,0.57861150995807054,-5.9414604352702436E-4,-0.47572990774313434,-0.54487086642698856,-0.48006888440289908,-0.29970788000054982,-0.1076360724060189,0.18471003857122073,0.70512211330656493,0.86947101275285033,0.85477036272744444,0.80376163084922603,-0.39593762145255745,-0.34390343732715478,-0.31594465104338809,-0.33208686588100261,-0.40315871128180492,-0.50811603456960752,-0.49277993653745117,-0.2704062013832052,4.6659474428045661E-2,-0.22808129379939873,-8.0220837379811061E-2,8.0220837379831683E-2,8.0220837379830545E-2]
[null,"X1403",0.90937684375449468,0.738321737990833,1,0.90623899772298888,0.28230686252666165,-0.41717157408287292,-0.59267610509858437,-0.45038016951211607,-8.4868514380632629E-2,0.14014786062783169,0.29888689171994898,0.58851575058265504,0.67071449870879418,0.61810100863502926,0.54206611080247058,-0.342540337083586,-0.29470212874750551,-0.27451247564692122,-0.30219359596859363,-0.37969152144817431,-0.48088617870821648,-0.47180314450576494,-0.28745432512578067,-1.7221483721987927E-2,-0.1668847154257517,-0.18060482292500665,0.1806048229250411,0.18060482292502061]
[null,"X1411.5",0.72894610348585898,0.57861150995807054,0.90623899772298888,1,0.65354575890351618,-3.0538370290288979E-2,-0.27469872354637431,-0.15234620840252466,0.22487401479185784,0.45358684760321455,0.56813560832782672,0.61356508980633306,0.49047371125087935,0.35336300939407633,0.22562109025423785,-0.11424417071641892,-0.11088004325345518,-9.8466442829046485E-2,-0.11006540778563886,-0.14933087611440904,-0.20373888276691651,-0.15690796865435805,-9.4263561517987149E-2,2.8186765575450652E-3,-2.2173485074571859E-2,-0.26251347613811238,0.26251347613813436,0.26251347613812315]
[null,"X1420",6.9499149492298767E-2,-5.9414604352702436E-4,0.28230686252666165,0.65354575890351618,1,0.72527191134758595,0.50046540703137354,0.54378792826240974,0.75544073603001782,0.85986548251635775,0.82620885923148968,0.38429200984641193,-7.4784872845140307E-2,-0.30935303666005098,-0.47031087866861448,0.45574116079636506,0.38817573979752518,0.3815627282315433,0.40109788327857049,0.44020478650648914,0.47568930615368527,0.50319984633943604,0.22358050683261302,-7.6081916063233335E-2,0.31341114019095512,-0.26004297805267756,0.2600429780527736,0.26004297805272986]
[null,"X1428.5",-0.51653150672365666,-0.47572990774313434,-0.41717157408287292,-3.0538370290288979E-2,0.72527191134758595,1,0.9499324979048237,0.92022538712236934,0.86138706648102237,0.78675741553666168,0.65624035359078503,5.4714864909043551E-2,-0.45889996917822357,-0.6629660805159584,-0.77133622337651042,0.74364123258904846,0.66349809071673527,0.64710976003688059,0.68291788106029905,0.7611896257063212,0.84253341510541047,0.7976695815937489,0.32874289757722824,-0.1585713667396757,0.46269731780624374,-7.132169534968795E-2,7.1321695349679567E-2,7.1321695349685382E-2]
[null,"X1437",-0.62603319619868336,-0.54487086642698856,-0.59267610509858437,-0.27469872354637431,0.50046540703137354,0.9499324979048237,1,0.97130742933921654,0.82022741348077355,0.68182663135125809,0.55479437008177346,1.4486984414934517E-2,-0.4520773616282916,-0.62819705993997343,-0.71048744270293185,0.73969713892073041,0.67530632314171868,0.66128395486250413,0.69988343072266546,0.77753308591375458,0.85803093977649392,0.77574269997472667,0.29931055509062282,-0.17410244683098264,0.45255711351221611,5.1206030427777577E-2,-5.1206030427744291E-2,-5.1206030427792815E-2]
[null,"X1445.5",-0.49464559009636394,-0.48006888440289908,-0.45038016951211607,-0.15234620840252466,0.54378792826240974,0.92022538712236934,0.97130742933921654,1,0.9119154810495439,0.7854660461352867,0.66284689011832887,0.13651577558345748,-0.34823971500726852,-0.54871489486533909,-0.64999023934961719,0.74690539528455813,0.69698097724609298,0.68780620208878063,0.72398195432635737,0.78915254769385823,0.84827004347484214,0.72857837148488858,0.23089536070492156,-0.22552164029821775,0.46802493316996263,6.7551595207820836E-2,-6.755159520783946E-2,-6.7551595207837822E-2]
[null,"X1454",-0.18281730315445316,-0.29970788000054982,-8.4868514380632629E-2,0.22487401479185784,0.75544073603001782,0.86138706648102237,0.82022741348077355,0.9119154810495439,1,0.96132288515633069,0.84565621050890472,0.30051779477605783,-0.21340019879350813,-0.45233733373103363,-0.59123480872318246,0.74335034656649468,0.70418235519746142,0.70028058353117495,0.72588056811112245,0.76491535496801311,0.78276340849016701,0.63644567971454413,0.12247571477935919,-0.30690426604906806,0.47695932363927773,-3.7711679487063658E-2,3.7711679487026285E-2,3.7711679487033939E-2]
[null,"X1462.5",2.2836028712112318E-2,-0.1076360724060189,0.14014786062783169,0.45358684760321455,0.85986548251635775,0.78675741553666168,0.68182663135125809,0.7854660461352867,0.96132288515633069,1,0.93221776824082692,0.43513153075962607,-7.5874201684736936E-2,-0.32626738848081172,-0.48568169253139915,0.68027279768871818,0.64473315146656063,0.6451187051530517,0.66596284037300679,0.68905729010188344,0.68379600690550635,0.55282094234821066,7.666966619032313E-2,-0.30543875012650379,0.44161870187343055,-0.12181892203570711,0.12181892203571654,0.12181892203569872]
[null,"X1471",0.20121321939930112,0.18471003857122073,0.29888689171994898,0.56813560832782672,0.82620885923148968,0.65624035359078503,0.55479437008177346,0.66284689011832887,0.84565621050890472,0.93221776824082692,1,0.71227572305335318,0.2386032311238695,-2.7211351666702452E-2,-0.20431167692802296,0.50448917409098148,0.48057833052281845,0.48987072863226311,0.51245451940211573,0.52453821883433904,0.50943732485423365,0.42426221370446837,6.6616368333283549E-2,-0.20220928178703057,0.33888875585633321,-0.10786425089097744,0.10786425089098674,0.10786425089097025]
[null,"X1479.5",0.56203689583768968,0.70512211330656493,0.58851575058265504,0.61356508980633306,0.38429200984641193,5.4714864909043551E-2,1.4486984414934517E-2,0.13651577558345748,0.30051779477605783,0.43513153075962607,0.71227572305335318,1,0.83577862812529213,0.64753210745979883,0.49945202004112627,-9.3290548895884173E-2,-6.898347077132104E-2,-4.3953476929926724E-2,-3.2320057377866376E-2,-5.674365776195351E-2,-9.6069943786397563E-2,-7.6783239176268045E-2,-3.9533465826648358E-2,6.1300229088169539E-2,-1.252345411580378E-2,6.4162655808893184E-3,-6.4162655809078088E-3,-6.416265580894134E-3]
[null,"X1488",0.70282472629226456,0.86947101275285033,0.67071449870879418,0.49047371125087935,-7.4784872845140307E-2,-0.45889996917822357,-0.4520773616282916,-0.34823971500726852,-0.21340019879350813,-7.5874201684736936E-2,0.2386032311238695,0.83577862812529213,1,0.95298434365811269,0.87723241969138066,-0.51241591462786296,-0.45392170101372203,-0.42538126677997351,-0.43018637427383427,-0.48245567744584084,-0.5407346298822393,-0.47508796888364924,-0.15318030121345313,0.20393270280714776,-0.28338654684134018,7.3781731955226068E-2,-7.3781731955196855E-2,-7.3781731955226748E-2]
[null,"X1496.5",0.6870112001097427,0.85477036272744444,0.61810100863502926,0.35336300939407633,-0.30935303666005098,-0.6629660805159584,-0.62819705993997343,-0.54871489486533909,-0.45233733373103363,-0.32626738848081172,-2.7211351666702452E-2,0.64753210745979883,0.95298434365811269,1,0.97685320712854251,-0.64776442486667851,-0.57816052972592025,-0.55064533085977596,-0.56254054618770177,-0.62376890474278379,-0.69151068926521964,-0.62035959261976259,-0.20715256287341413,0.23551968248160596,-0.37736931697256632,9.4609786640010685E-2,-9.4609786640012614E-2,-9.46097866400121E-2]
[null,"X1505",0.643409286004056,0.80376163084922603,0.54206611080247058,0.22562109025423785,-0.47031087866861448,-0.77133622337651042,-0.71048744270293185,-0.64999023934961719,-0.59123480872318246,-0.48568169253139915,-0.20431167692802296,0.49945202004112627,0.87723241969138066,0.97685320712854251,1,-0.69705531779113006,-0.6202774842608344,-0.59413143649666966,-0.61190632008769452,-0.67882134574363751,-0.7516704643926343,-0.68923750076360579,-0.24828258657146088,0.22926616688354087,-0.41623836533436548,0.11680648297420949,-0.11680648297421246,-0.11680648297420942]
[null,"X1913",-0.25348081312237108,-0.39593762145255745,-0.342540337083586,-0.11424417071641892,0.45574116079636506,0.74364123258904846,0.73969713892073041,0.74690539528455813,0.74335034656649468,0.68027279768871818,0.50448917409098148,-9.3290548895884173E-2,-0.51241591462786296,-0.64776442486667851,-0.69705531779113006,1,0.98885334464635477,0.98154546275952015,0.98309349216300401,0.97491059706737149,0.88436890966094595,0.52520117556052071,-0.21512943621959174,-0.71129065735541208,0.5828356977221606,-0.10880637097892117,0.10880637097892976,0.10880637097892663]
[null,"X1921.5",-0.17972375396164403,-0.34390343732715478,-0.29470212874750551,-0.11088004325345518,0.38817573979752518,0.66349809071673527,0.67530632314171868,0.69698097724609298,0.70418235519746142,0.64473315146656063,0.48057833052281845,-6.898347077132104E-2,-0.45392170101372203,-0.57816052972592025,-0.6202774842608344,0.98885334464635477,1,0.99614774576764342,0.98726343280994344,0.95655172107065345,0.83963706028629859,0.43134710111798841,-0.3199585114719608,-0.78113158299181751,0.57586239293588914,-9.8644763166971808E-2,9.8644763166971336E-2,9.864476316697357E-2]
[null,"X1930",-0.15330709048062657,-0.31594465104338809,-0.27451247564692122,-9.8466442829046485E-2,0.3815627282315433,0.64710976003688059,0.66128395486250413,0.68780620208878063,0.70028058353117495,0.6451187051530517,0.48987072863226311,-4.3953476929926724E-2,-0.42538126677997351,-0.55064533085977596,-0.59413143649666966,0.98154546275952015,0.99614774576764342,1,0.99136181386508615,0.95000348948853486,0.81881495598858012,0.41627498508222111,-0.33809111945710663,-0.79220223243980825,0.57544876448421967,-9.9569462682644522E-2,9.9569462682648172E-2,9.9569462682648949E-2]
[null,"X1938.5",-0.18905256084854569,-0.33208686588100261,-0.30219359596859363,-0.11006540778563886,0.40109788327857049,0.68291788106029905,0.69988343072266546,0.72398195432635737,0.72588056811112245,0.66596284037300679,0.51245451940211573,-3.2320057377866376E-2,-0.43018637427383427,-0.56254054618770177,-0.61190632008769452,0.98309349216300401,0.98726343280994344,0.99136181386508615,1,0.97047671841603989,0.83676114568647308,0.43790349869259082,-0.28753798414353482,-0.75399824034517926,0.57612945208671407,-8.6046379529221409E-2,8.6046379529222353E-2,8.6046379529224615E-2]
[null,"X1947",-0.29287210742456177,-0.40315871128180492,-0.37969152144817431,-0.14933087611440904,0.44020478650648914,0.7611896257063212,0.77753308591375458,0.78915254769385823,0.76491535496801311,0.68905729010188344,0.52453821883433904,-5.674365776195351E-2,-0.48245567744584084,-0.62376890474278379,-0.67882134574363751,0.97491059706737149,0.95655172107065345,0.95000348948853486,0.97047671841603989,1,0.90764810518950734,0.51351318825622871,-0.19394865251004875,-0.64409887239207986,0.56772697173062325,-5.8811908843123296E-2,5.8811908843119889E-2,5.8811908843124559E-2]
[null,"X1955.5",-0.45126484382765392,-0.50811603456960752,-0.48088617870821648,-0.20373888276691651,0.47568930615368527,0.84253341510541047,0.85803093977649392,0.84827004347484214,0.78276340849016701,0.68379600690550635,0.50943732485423365,-9.6069943786397563E-2,-0.5407346298822393,-0.69151068926521964,-0.7516704643926343,0.88436890966094595,0.83963706028629859,0.81881495598858012,0.83676114568647308,0.90764810518950734,1,0.7287632320961771,1.2045843620112571E-2,-0.46392346977029614,0.52253642402966061,-1.5691699424205386E-2,1.5691699424209261E-2,1.5691699424200067E-2]
[null,"X1964",-0.55422601913522784,-0.49277993653745117,-0.47180314450576494,-0.15690796865435805,0.50319984633943604,0.7976695815937489,0.77574269997472667,0.72857837148488858,0.63644567971454413,0.55282094234821066,0.42426221370446837,-7.6783239176268045E-2,-0.47508796888364924,-0.62035959261976259,-0.68923750076360579,0.52520117556052071,0.43134710111798841,0.41627498508222111,0.43790349869259082,0.51351318825622871,0.7287632320961771,1,0.53655844543663733,-2.3622077466052101E-2,0.33527053244581467,-1.6765164832461762E-2,1.6765164832475043E-2,1.6765164832461467E-2]
[null,"X1972.5",-0.46962440744493589,-0.2704062013832052,-0.28745432512578067,-9.4263561517987149E-2,0.22358050683261302,0.32874289757722824,0.29931055509062282,0.23089536070492156,0.12247571477935919,7.666966619032313E-2,6.6616368333283549E-2,-3.9533465826648358E-2,-0.15318030121345313,-0.20715256287341413,-0.24828258657146088,-0.21512943621959174,-0.3199585114719608,-0.33809111945710663,-0.28753798414353482,-0.19394865251004875,1.2045843620112571E-2,0.53655844543663733,1,0.70390970444482048,-0.10750768342119255,4.1681378789046181E-2,-4.1681378789037493E-2,-4.1681378789040248E-2]
[null,"X1981",-0.19642034020141352,4.6659474428045661E-2,-1.7221483721987927E-2,2.8186765575450652E-3,-7.6081916063233335E-2,-0.1585713667396757,-0.17410244683098264,-0.22552164029821775,-0.30690426604906806,-0.30543875012650379,-0.20220928178703057,6.1300229088169539E-2,0.20393270280714776,0.23551968248160596,0.22926616688354087,-0.71129065735541208,-0.78113158299181751,-0.79220223243980825,-0.75399824034517926,-0.64409887239207986,-0.46392346977029614,-2.3622077466052101E-2,0.70390970444482048,1,-0.41310360943199087,0.11605429643630932,-0.11605429643631213,-0.11605429643631075]
[null,"X2474",-0.13159428497279796,-0.22808129379939873,-0.1668847154257517,-2.2173485074571859E-2,0.31341114019095512,0.46269731780624374,0.45255711351221611,0.46802493316996263,0.47695932363927773,0.44161870187343055,0.33888875585633321,-1.252345411580378E-2,-0.28338654684134018,-0.37736931697256632,-0.41623836533436548,0.5828356977221606,0.57586239293588914,0.57544876448421967,0.57612945208671407,0.56772697173062325,0.52253642402966061,0.33527053244581467,-0.10750768342119255,-0.41310360943199087,1,-6.9036519781867825E-2,6.903651978187067E-2,6.9036519781867214E-2]
[null,"Class-HIGH",-0.14398546685669392,-8.0220837379811061E-2,-0.18060482292500665,-0.26251347613811238,-0.26004297805267756,-7.132169534968795E-2,5.1206030427777577E-2,6.7551595207820836E-2,-3.7711679487063658E-2,-0.12181892203570711,-0.10786425089097744,6.4162655808893184E-3,7.3781731955226068E-2,9.4609786640010685E-2,0.11680648297420949,-0.10880637097892117,-9.8644763166971808E-2,-9.9569462682644522E-2,-8.6046379529221409E-2,-5.8811908843123296E-2,-1.5691699424205386E-2,-1.6765164832461762E-2,4.1681378789046181E-2,0.11605429643630932,-6.9036519781867825E-2,1,-1.0000000000000004,-1]
[null,"Class-LOW",0.14398546685669392,8.0220837379831683E-2,0.1806048229250411,0.26251347613813436,0.2600429780527736,7.1321695349679567E-2,-5.1206030427744291E-2,-6.755159520783946E-2,3.7711679487026285E-2,0.12181892203571654,0.10786425089098674,-6.4162655809078088E-3,-7.3781731955196855E-2,-9.4609786640012614E-2,-0.11680648297421246,0.10880637097892976,9.8644763166971336E-2,9.9569462682648172E-2,8.6046379529222353E-2,5.8811908843119889E-2,1.5691699424209261E-2,1.6765164832475043E-2,-4.1681378789037493E-2,-0.11605429643631213,6.903651978187067E-2,-1.0000000000000004,1,1]
[null,"Class",0.14398546685669669,8.0220837379830545E-2,0.18060482292502061,0.26251347613812315,0.26004297805272986,7.1321695349685382E-2,-5.1206030427792815E-2,-6.7551595207837822E-2,3.7711679487033939E-2,0.12181892203569872,0.10786425089097025,-6.416265580894134E-3,-7.3781731955226748E-2,-9.46097866400121E-2,-0.11680648297420942,0.10880637097892663,9.864476316697357E-2,9.9569462682648949E-2,8.6046379529224615E-2,5.8811908843124559E-2,1.5691699424200067E-2,1.6765164832461467E-2,-4.1681378789040248E-2,-0.11605429643631075,6.9036519781867214E-2,-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)",1513.0904366022141,1.0918016016307259E-2]
[null,"R²(McFadden)",0,0.99999278429381866]
[null,"R²(Cox and Snell)",0,0.74919282393663189]
[null,"R²(Nagelkerke)",0,0.98861418440473536]
[null,"AIC",1515.0904366022141,54.010918016016305]
[null,"SBC",1520.0880325851961,188.94600955652834]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.528:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1513.0795185861978,0]
[null,"Score",26,1094.0000000057044,0]
[null,"Wald",26,0.8109597586176942,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,2.1030075850099543E-28,0.99999999999998845,0,1]
[null,"X1165",1,8.3409549872663101E-30,0.99999999999999767,0,1]
[null,"X1403",1,2.3045649626442185E-28,0.9999999999999879,0,1]
[null,"X1411.5",1,3.227088629516328E-28,0.99999999999998568,0,1]
[null,"X1420",1,6.3044558571382153E-28,0.99999999999998002,0,1]
[null,"X1428.5",1,1.0114632533683178E-27,0.99999999999997458,0,1]
[null,"X1437",1,6.0467164464252461E-28,0.99999999999998035,0,1]
[null,"X1445.5",1,1.3389494379394826E-29,0.99999999999999711,0,1]
[null,"X1454",1,1.266823592775991E-28,0.99999999999999101,0,1]
[null,"X1462.5",1,4.9007681166111362E-28,0.99999999999998235,0,1]
[null,"X1471",1,5.9577362173574765E-28,0.99999999999998057,0,1]
[null,"X1479.5",1,3.4384502295434867E-28,0.99999999999998523,0,1]
[null,"X1488",1,8.6256254802249801E-29,0.99999999999999256,0,1]
[null,"X1496.5",1,4.7228606837783871E-30,0.99999999999999822,0,1]
[null,"X1505",1,3.4134676108087291E-30,0.99999999999999856,0,1]
[null,"X1913",1,4.5206217285332385E-29,0.99999999999999467,0,1]
[null,"X1921.5",1,2.7044020925343999E-30,0.99999999999999867,0,1]
[null,"X1930",1,3.143130683624428E-29,0.99999999999999556,0,1]
[null,"X1938.5",1,5.2214316744596141E-29,0.99999999999999423,0,1]
[null,"X1947",1,1.0846081941356524E-28,0.99999999999999167,0,1]
[null,"X1955.5",1,5.5657030714825209E-30,0.99999999999999811,0,1]
[null,"X1964",1,1.3703651458157234E-33,1,0,1]
[null,"X1972.5",1,2.2153376446110469E-29,0.99999999999999623,0,1]
[null,"X1981",1,2.7999663381159643E-29,0.99999999999999578,0,1]
[null,"X2474",1,7.8196476535214201E-30,0.99999999999999778,0,1]
[null,"Class",1,0.65042824235590768,0.41995961335308762,1270.3607191479666,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4590216282160231E-3,1,0.94110173854453461]
[]
[]
[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",12.207895902856588,654.04723611409008,3.4838817460880678E-4,0.98510822219887983,-1269.7011310687246,1294.1169228744377]
[null,"X961",1.4714511377242796E-9,101467.14146209967,2.1030075850099552E-28,0.99999999999998845,-198871.94287994466,198871.94287994763]
[null,"X1165",-6.3104011962188741E-10,218498.81325560348,8.3409549872663072E-30,0.99999999999999767,-428249.80464572634,428249.80464572506]
[null,"X1403",-2.1530480688338838E-9,141827.10841797272,2.304564962644218E-28,0.9999999999999879,-277976.02453068615,277976.02453068184]
[null,"X1411.5",8.0381983661005595E-9,447459.02595439286,3.227088629516328E-28,0.99999999999998568,-877003.57542797504,877003.57542799111]
[null,"X1420",-1.846368806995821E-8,735350.93736187078,6.304455857138218E-28,0.99999999999998002,-1441261.353227054,1441261.3532270172]
[null,"X1428.5",2.3517978063407486E-8,739477.43518618902,1.011463253368318E-27,0.99999999999997458,-1449349.1403449588,1449349.1403450058]
[null,"X1437",-1.6132219433630148E-8,656046.04104354396,6.046716446425247E-28,0.99999999999998035,-1285826.612645448,1285826.6126454158]
[null,"X1445.5",2.5222101715879811E-9,689285.56585147709,1.3389494379394826E-29,0.99999999999999711,-1350974.8841322039,1350974.884132209]
[null,"X1454",9.2311973247149971E-9,820162.60334739112,1.2668235927759912E-28,0.99999999999999101,-1607489.1640274869,1607489.1640275056]
[null,"X1462.5",-1.7581593589564046E-8,794193.19186768157,4.9007681166111371E-28,0.99999999999998235,-1556590.0528275822,1556590.0528275468]
[null,"X1471",1.7761264883159863E-8,727667.96498679777,5.9577362173574756E-28,0.99999999999998057,-1426203.0040776588,1426203.0040776941]
[null,"X1479.5",-1.3660446351235158E-8,736687.86966490117,3.4384502295434867E-28,0.99999999999998523,-1443881.6923907571,1443881.6923907297]
[null,"X1488",7.5833244651055861E-9,816515.32380667818,8.6256254802249801E-29,0.99999999999999256,-1600340.6274861414,1600340.6274861568]
[null,"X1496.5",-1.738003411727148E-9,799738.59842424013,4.7228606837783885E-30,0.99999999999999822,-1567458.8499580531,1567458.8499580498]
[null,"X1505",-9.4292371922576465E-10,510362.39567427518,3.4134676108087291E-30,0.99999999999999856,-1000291.9145851607,1000291.9145851588]
[null,"X1913",4.3207417994070361E-10,64262.738734186154,4.5206217285332396E-29,0.99999999999999467,-125952.65346691149,125952.65346691236]
[null,"X1921.5",-1.6761098370240914E-10,101921.74328527488,2.7044020925343999E-30,0.99999999999999867,-199762.94608067596,199762.94608067561]
[null,"X1930",-6.3263715131603455E-10,112842.70101374536,3.143130683624428E-29,0.99999999999999556,-221167.62990516293,221167.62990516165]
[null,"X1938.5",8.398889849696401E-10,116232.36803443113,5.2214316744596152E-29,0.99999999999999423,-227811.25518528876,227811.25518529044]
[null,"X1947",-1.2632198629235618E-9,121294.89009937401,1.0846081941356522E-28,0.99999999999999167,-237733.61610351823,237733.61610351573]
[null,"X1955.5",2.8234763409154132E-10,119680.70432980549,5.5657030714825237E-30,0.99999999999999811,-234569.87013080533,234569.87013080591]
[null,"X1964",-5.2921513590663783E-12,142959.85688426925,1.370365145815723E-33,1,-280196.17072816816,280196.17072816816]
[null,"X1972.5",-5.9645009521148284E-10,126722.62149768647,2.2153376446110472E-29,0.99999999999999623,-248371.77416196722,248371.77416196605]
[null,"X1981",6.5506543856225799E-10,123796.47578550264,2.7999663381159632E-29,0.99999999999999578,-242636.63395256936,242636.6339525707]
[null,"X2474",-4.7222343255248939E-11,16887.05591739776,7.8196476535214215E-30,0.99999999999999778,-33098.021403013649,33098.021403013561]
[null,"Class-HIGH",-24.416185717159173,30.274579825957026,0.65042824235590768,0.41995961335308762,-83.753271823117828,34.920900388799481,2.4899193136011113E-11,4.230738726571589E-37,1465393773741212]
[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,"X961",8.953728801442239E-13,61.742401335480309,2.1030075850099552E-28,0.99999999999998845,-121.01288293655821,121.01288293656]
[null,"X1165",-1.5088097772229738E-13,52.242818721131059,8.3409549872663101E-30,0.99999999999999767,-102.39404314427189,102.39404314427158]
[null,"X1403",-3.4731052777435752E-12,228.78285250749585,2.3045649626442189E-28,0.9999999999999879,-448.4061511950344,448.40615119502746]
[null,"X1411.5",7.198993027283367E-12,400.74333340984174,3.227088629516328E-28,0.99999999999998568,-785.44250052780944,785.44250052782377]
[null,"X1420",-8.6170057585180251E-12,343.18838347842666,6.3044558571382144E-28,0.99999999999998002,-672.63687153024568,672.6368715302284]
[null,"X1428.5",1.007735045388022E-11,316.86283774124831,1.011463253368318E-27,0.99999999999997458,-621.03975001199535,621.03975001201559]
[null,"X1437",-6.5191763824026582E-12,265.11416325171029,6.046716446425247E-28,0.99999999999998035,-519.61421176483088,519.61421176481792]
[null,"X1445.5",8.4955877074427911E-13,232.17280011517425,1.3389494379394832E-29,0.99999999999999711,-455.05032641555749,455.0503264155592]
[null,"X1454",2.8792336986056564E-12,255.81078194175205,1.2668235927759912E-28,0.99999999999999101,-501.37991946286024,501.37991946286604]
[null,"X1462.5",-5.0202608268809687E-12,226.77449286937741,4.9007681166111353E-28,0.99999999999998235,-444.46983863631993,444.46983863630993]
[null,"X1471",3.4211705326670607E-12,140.16322687349856,5.9577362173574765E-28,0.99999999999998057,-274.71487662897033,274.71487662897715]
[null,"X1479.5",-1.9872436060230255E-12,107.16913788793791,3.4384502295434867E-28,0.99999999999998523,-210.04765051456721,210.04765051456323]
[null,"X1488",1.2802186489638927E-12,137.84431214991491,8.6256254802249801E-29,0.99999999999999256,-270.16988728752887,270.16988728753148]
[null,"X1496.5",-3.2706810351614597E-13,150.49969691103288,4.7228606837783885E-30,0.99999999999999822,-294.97398562981874,294.97398562981806]
[null,"X1505",-1.7680725585286398E-13,95.697852148374039,3.4134676108087291E-30,0.99999999999999856,-187.56434360865228,187.56434360865194]
[null,"X1913",1.0818756625771378E-12,160.90823352742444,4.5206217285332385E-29,0.99999999999999467,-315.37434252971116,315.37434252971332]
[null,"X1921.5",-3.2308805650519535E-13,196.46503603920792,2.7044020925343999E-30,0.99999999999999867,-385.06439485821153,385.06439485821085]
[null,"X1930",-9.2955309569695211E-13,165.8032283370172,3.1431306836244291E-29,0.99999999999999556,-324.96835606102547,324.96835606102366]
[null,"X1938.5",7.9532580827184672E-13,110.06526303911018,5.2214316744596152E-29,0.99999999999999423,-215.72395150558268,215.72395150558427]
[null,"X1947",-6.6786581285586181E-13,64.128749673074708,1.0846081941356522E-28,0.99999999999999167,-125.69003973281183,125.69003973281049]
[null,"X1955.5",8.157562245518285E-14,34.57804058812571,5.5657030714825216E-30,0.99999999999999811,-67.771714208690483,67.771714208690653]
[null,"X1964",-9.8223633447072524E-16,26.533701754750368,1.370365145815723E-33,1,-52.005099815837944,52.005099815837944]
[null,"X1972.5",-1.0007730780815951E-13,21.262564797452491,2.2153376446110466E-29,0.99999999999999623,-41.673861221956159,41.67386122195596]
[null,"X1981",1.4358682849925445E-13,27.1355230958894,2.7999663381159649E-29,0.99999999999999578,-53.184647969597897,53.184647969598181]
[null,"X2474",-2.6031107253035844E-14,9.3089146677390424,7.8196476535214215E-30,0.99999999999999778,-18.245137483925188,18.245137483925138]
[null,"Class-HIGH",-6.7198568620902472,8.3322123015874023,0.65042824235590768,0.41995961335308762,-23.050692884743142,9.6109791605626498]
[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,"Obs7","LOW","LOW",4.990867110078483E-6,0.99999500913288986]
[null,"Obs8","HIGH","HIGH",0.99999501109845268,4.9889015474294004E-6]
[null,"Obs9","HIGH","HIGH",0.99999501109845268,4.9889015474246943E-6]
[null,"Obs11","HIGH","HIGH",0.99999501109845268,4.9889015474264231E-6]
[null,"Obs12","HIGH","HIGH",0.99999501109845268,4.9889015474277698E-6]
[null,"Obs13","LOW","LOW",4.9908671100727028E-6,0.99999500913288986]
[null,"Obs15","LOW","LOW",4.9908671100685176E-6,0.99999500913288986]
[null,"Obs16","LOW","LOW",4.9908671100694841E-6,0.99999500913288986]
[null,"Obs17","LOW","LOW",4.9908671100724453E-6,0.99999500913288986]
[null,"Obs18","LOW","LOW",4.9908671100759656E-6,0.99999500913288986]
[null,"Obs19","LOW","LOW",4.9908671100735803E-6,0.99999500913288986]
[null,"Obs22","LOW","LOW",4.9908671100751761E-6,0.99999500913288986]
[null,"Obs23","HIGH","HIGH",0.99999501109845268,4.9889015474296045E-6]
[null,"Obs24","HIGH","HIGH",0.99999501109845268,4.9889015474274683E-6]
[null,"Obs25","HIGH","HIGH",0.99999501109845268,4.9889015474279113E-6]
[null,"Obs26","HIGH","HIGH",0.99999501109845268,4.9889015474262367E-6]
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[null,"Obs28","LOW","LOW",4.9908671100740767E-6,0.99999500913288986]
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[null,"Obs44","HIGH","HIGH",0.99999501109845268,4.9889015474236939E-6]
[null,"Obs45","HIGH","HIGH",0.99999501109845268,4.9889015474235686E-6]
[null,"Obs46","LOW","LOW",4.9908671100793783E-6,0.99999500913288986]
[null,"Obs48","LOW","LOW",4.9908671100740852E-6,0.99999500913288986]
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[null,"Obs51","LOW","LOW",4.9908671100723039E-6,0.99999500913288986]
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[null,"Obs65","HIGH","HIGH",0.99999501109845268,4.9889015474261834E-6]
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[null,"Obs86","HIGH","HIGH",0.99999501109845268,4.9889015474324218E-6]
[null,"Obs88","LOW","LOW",4.9908671100748661E-6,0.99999500913288986]
[null,"Obs89","HIGH","HIGH",0.99999501109845268,4.9889015474295063E-6]
[null,"Obs90","HIGH","HIGH",0.99999501109845268,4.9889015474350984E-6]
[null,"Obs92","HIGH","HIGH",0.99999501109845268,4.9889015474165238E-6]
[null,"Obs93","HIGH","HIGH",0.99999501109845268,4.9889015474272735E-6]
[null,"Obs94","LOW","LOW",4.9908671100798391E-6,0.99999500913288986]
[null,"Obs95","LOW","LOW",4.990867110073305E-6,0.99999500913288986]
[null,"Obs97","LOW","LOW",4.9908671100756022E-6,0.99999500913288986]
[null,"Obs98","LOW","LOW",4.9908671100771802E-6,0.99999500913288986]
[null,"Obs101","HIGH","HIGH",0.99999501109845268,4.9889015474304465E-6]
[null,"Obs102","HIGH","HIGH",0.99999501109845268,4.9889015474218499E-6]
[null,"Obs103","HIGH","HIGH",0.99999501109845268,4.9889015474218415E-6]
[null,"Obs104","LOW","LOW",4.9908671100810274E-6,0.99999500913288986]
[null,"Obs105","LOW","LOW",4.990867110071727E-6,0.99999500913288986]
[null,"Obs106","LOW","LOW",4.990867110069972E-6,0.99999500913288986]
[null,"Obs107","HIGH","HIGH",0.99999501109845268,4.9889015474246858E-6]
[null,"Obs108","HIGH","HIGH",0.99999501109845268,4.9889015474223548E-6]
[null,"Obs109","LOW","LOW",4.990867110074396E-6,0.99999500913288986]
[null,"Obs111","LOW","LOW",4.9908671100775699E-6,0.99999500913288986]
[null,"Obs112","HIGH","HIGH",0.99999501109845268,4.9889015474272472E-6]
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[null,"Obs131","HIGH","HIGH",0.99999501109845268,4.9889015474280002E-6]
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[null,"Obs134","LOW","LOW",4.9908671100758055E-6,0.99999500913288986]
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[null,"Obs140","HIGH","HIGH",0.99999501109845268,4.9889015474251644E-6]
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[null,"Obs869","HIGH","HIGH",0.99999501109845268,4.9889015474203261E-6]
[null,"Obs881","HIGH","HIGH",0.99999501109845268,4.9889015474278588E-6]
[null,"Obs885","HIGH","HIGH",0.99999501109845268,4.9889015474274776E-6]
[null,"Obs888","HIGH","HIGH",0.99999501109845268,4.9889015474243758E-6]
[null,"Obs903","HIGH","HIGH",0.99999501109845268,4.9889015474256074E-6]
[null,"Obs908","LOW","LOW",4.9908671100715144E-6,0.99999500913288986]
[null,"Obs921","HIGH","HIGH",0.99999501109845268,4.9889015474209987E-6]
[null,"Obs930","LOW","LOW",4.9908671100818787E-6,0.99999500913288986]
[null,"Obs947","HIGH","HIGH",0.99999501109845268,4.9889015474218059E-6]
[null,"Obs953","HIGH","HIGH",0.99999501109845268,4.9889015474315713E-6]
[null,"Obs964","HIGH","HIGH",0.99999501109845268,4.9889015474224878E-6]
[null,"Obs969","HIGH","HIGH",0.99999501109845268,4.9889015474274861E-6]
[null,"Obs977","HIGH","HIGH",0.99999501109845268,4.9889015474279384E-6]
[null,"Obs993","HIGH","HIGH",0.99999501109845268,4.9889015474313418E-6]
[null,"Obs1004","HIGH","HIGH",0.99999501109845268,4.9889015474223734E-6]
[null,"Obs1007","HIGH","HIGH",0.99999501109845268,4.9889015474306057E-6]
[null,"Obs1020","HIGH","HIGH",0.99999501109845268,4.9889015474187312E-6]
[null,"Obs1028","LOW","LOW",4.9908671100760181E-6,0.99999500913288986]
[null,"Obs1035","HIGH","HIGH",0.99999501109845268,4.9889015474346994E-6]
[null,"Obs1040","HIGH","HIGH",0.99999501109845268,4.988901547426396E-6]
[null,"Obs1050","LOW","LOW",4.9908671100777562E-6,0.99999500913288986]
[null,"Obs1066","LOW","LOW",4.9908671100707614E-6,0.99999500913288986]
[null,"Obs1070","HIGH","HIGH",0.99999501109845268,4.9889015474255989E-6]
[null,"Obs1078","LOW","LOW",4.99086711007351E-6,0.99999500913288986]
[null,"Obs1084","LOW","LOW",4.9908671100720286E-6,0.99999500913288986]
[null,"Obs1090","HIGH","HIGH",0.99999501109845268,4.9889015474292056E-6]
[null,"Obs1095","HIGH","HIGH",0.99999501109845268,4.9889015474293911E-6]
[null,"Obs1099","LOW","LOW",4.9908671100735981E-6,0.99999500913288986]
[null,"Obs1100","LOW","LOW",4.9908671100697856E-6,0.99999500913288986]
[null,"Obs1109","LOW","LOW",4.9908671100728714E-6,0.99999500913288986]
[null,"Obs1113","LOW","LOW",4.9908671100704421E-6,0.99999500913288986]
[null,"Obs1122","LOW","LOW",4.9908671100708673E-6,0.99999500913288986]
[null,"Obs1133","LOW","LOW",4.9908671100745112E-6,0.99999500913288986]
[null,"Obs1139","LOW","LOW",4.990867110073527E-6,0.99999500913288986]
[null,"Obs1140","LOW","LOW",4.9908671100718609E-6,0.99999500913288986]
[null,"Obs1143","LOW","LOW",4.9908671100737311E-6,0.99999500913288986]
[null,"Obs1159","HIGH","HIGH",0.99999501109845268,4.9889015474236838E-6]
[null,"Obs1169","LOW","LOW",4.9908671100754074E-6,0.99999500913288986]
[null,"Obs1175","HIGH","HIGH",0.99999501109845268,4.9889015474281332E-6]
[null,"Obs1180","LOW","LOW",4.9908671100702117E-6,0.99999500913288986]
[null,"Obs1184","LOW","LOW",4.9908671100742808E-6,0.99999500913288986]
[null,"Obs1194","LOW","LOW",4.9908671100715415E-6,0.99999500913288986]
[null,"Obs1198","HIGH","HIGH",0.99999501109845268,4.9889015474229579E-6]
[null,"Obs1210","LOW","LOW",4.9908671100771446E-6,0.99999500913288986]
[null,"Obs1212","LOW","LOW",4.9908671100764179E-6,0.99999500913288986]
[null,"Obs1232","HIGH","HIGH",0.99999501109845268,4.988901547419723E-6]
[null,"Obs1240","LOW","LOW",4.9908671100730577E-6,0.99999500913288986]
[null,"Obs1260","HIGH","HIGH",0.99999501109845268,4.9889015474243046E-6]
[null,"Obs1276","HIGH","HIGH",0.99999501109845268,4.9889015474284703E-6]
[null,"Obs1278","LOW","LOW",4.9908671100749017E-6,0.99999500913288986]
[null,"Obs1279","LOW","LOW",4.9908671100745646E-6,0.99999500913288986]
[null,"Obs1293","LOW","LOW",4.9908671100736871E-6,0.99999500913288986]
[null,"Obs1298","HIGH","HIGH",0.99999501109845268,4.9889015474274505E-6]
[null,"Obs1305","LOW","LOW",4.9908671100723394E-6,0.99999500913288986]
[null,"Obs1312","HIGH","HIGH",0.99999501109845268,4.9889015474258293E-6]
[null,"Obs1329","LOW","LOW",4.9908671100738556E-6,0.99999500913288986]
[null,"Obs1331","HIGH","HIGH",0.99999501109845268,4.9889015474279299E-6]
[null,"Obs1349","LOW","LOW",4.9908671100727113E-6,0.99999500913288986]
[null,"Obs1352","LOW","LOW",4.9908671100733406E-6,0.99999500913288986]
[null,"Obs1364","LOW","LOW",4.9908671100747687E-6,0.99999500913288986]
[null,"Obs1367","HIGH","HIGH",0.99999501109845268,4.9889015474266797E-6]
[null,"Obs1391","LOW","LOW",4.990867110075282E-6,0.99999500913288986]
[null,"Obs1393","LOW","LOW",4.9908671100719845E-6,0.99999500913288986]
[null,"Obs1401","LOW","LOW",4.9908671100701761E-6,0.99999500913288986]
[null,"Obs1416","LOW","LOW",4.9908671100786862E-6,0.99999500913288986]
[null,"Obs1419","LOW","LOW",4.9908671100772683E-6,0.99999500913288986]
[null,"Obs1422","LOW","LOW",4.9908671100760359E-6,0.99999500913288986]
[null,"Obs1435","HIGH","HIGH",0.99999501109845268,4.9889015474265112E-6]
[null,"Obs1446","LOW","LOW",4.9908671100723394E-6,0.99999500913288986]
[null,"Obs1457","LOW","LOW",4.9908671100738107E-6,0.99999500913288986]
[null,"Obs1469","LOW","LOW",4.9908671100737751E-6,0.99999500913288986]
[null,"Obs1475","LOW","LOW",4.9908671100775605E-6,0.99999500913288986]
[null,"Obs1502","LOW","LOW",4.9908671100700347E-6,0.99999500913288986]
[null,"Obs1508","LOW","LOW",4.9908671100691919E-6,0.99999500913288986]
[null,"Obs1511","HIGH","HIGH",0.99999501109845268,4.9889015474255278E-6]
[null,"Obs1514","LOW","LOW",4.9908671100711604E-6,0.99999500913288986]
[null,"Obs1522","LOW","LOW",4.9908671100775605E-6,0.99999500913288986]
[null,"Obs1534","LOW","LOW",4.9908671100761426E-6,0.99999500913288986]
[null,"Obs1540","LOW","LOW",4.9908671100707877E-6,0.99999500913288986]
[null,"Obs1554","LOW","LOW",4.9908671100680924E-6,0.99999500913288986]
[null,"Obs1560","LOW","LOW",4.9908671100776944E-6,0.99999500913288986]
[null,"Obs1561","LOW","LOW",4.9908671100700347E-6,0.99999500913288986]
[null,"Obs1562","LOW","LOW",4.990867110075664E-6,0.99999500913288986]
[null,"Obs1563","LOW","LOW",4.9908671100740326E-6,0.99999500913288986]
[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",516,0,516,1]
[null,"LOW",0,578,578,1]
[null,"Total",516,578,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000016]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",222,0,222,1]
[null,"LOW",0,248,248,1]
[null,"Total",222,248,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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_142310_1_HID","index":47,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)6","index":49,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:23:04 / End time: 07/29/2023 at 14:23:08 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1333511548"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6235012405327729E-3,1.087269136948902E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4937781013319441E-3,4.1721940593838954E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7458900013058264E-2,2.8269636302563606E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6650638887438002E-2,1.599628333362472E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9792805837033148E-2,8.5945442147645601E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4095076260120135E-2,7.7169258031616257E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0434595978062129E-2,7.2398490350843061E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0895966179158957E-3,6.0775045297784415E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6477458344215224E-3,5.6892246437163633E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5172639200835751E-3,5.2250670936964392E-4]
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[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2570964742752624E-3,2.5352247124198223E-4]
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[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1354127709584765E-4,3.2651000681997841E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1311170671193472E-3,3.295861121572739E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3078481574823752E-2,4.5384705662296701E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5374482071036826E-2,3.503462115627025E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1492385570645081E-2,2.6750414794923225E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7882217680856469E-3,1.7247629945292284E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8487409375816198E-3,9.56767284958738E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.1909692609036256E-3,5.1241239924033433E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2707105379994727E-3,3.3098996076629179E-4]
[null,"X1972.5",1094,0,1094,-2.2027857142856702E-3,-2.7900000000080601E-5,-1.4818183207103662E-3,3.1481525363754204E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,7.7510000000002898E-4,-6.1637800992426432E-4,4.0952600153890454E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.745333899190384E-3,9.9222046836358732E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",518,518,47.349177330895792]
[null,"","LOW",576,576,52.650822669104208]
[null,"Class","HIGH",518,518,47.349177330895792]
[null,"","LOW",576,576,52.650822669104208]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.4086E-2,-6.4834857142857102E-3,-8.6046655927051654E-3,1.0211897119665242E-3]
[null,"X1165",470,0,470,-8.2040571428571296E-3,-4.7539571428571502E-3,-5.4749053191489334E-3,4.1932101542976104E-4]
[null,"X1403",470,0,470,-4.3352214285714202E-2,-2.1499342857142899E-2,-2.7491269756838899E-2,2.7940295691669267E-3]
[null,"X1411.5",470,0,470,-3.5611371428571501E-2,-2.33968714285713E-2,-2.6669769483282681E-2,1.5629092688180756E-3]
[null,"X1420",470,0,470,-2.2504242857142798E-2,-1.7594499999999999E-2,-1.9800228996960479E-2,8.0590145036642301E-4]
[null,"X1428.5",470,0,470,-1.6151657142857101E-2,-1.0867285714285701E-2,-1.4096705319148934E-2,7.2192873285295198E-4]
[null,"X1437",470,0,470,-1.20764857142857E-2,-7.2220142857142801E-3,-1.0437177933130695E-2,6.6858742768831738E-4]
[null,"X1445.5",470,0,470,-1.05116571428571E-2,-6.6644000000000104E-3,-9.0994277811550176E-3,5.5470233596025334E-4]
[null,"X1454",470,0,470,-1.1316914285714399E-2,-7.9833857142857494E-3,-9.6567943161094249E-3,5.1742563399523431E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.0929428571428503E-3,-9.518396595744676E-3,4.8527472028164276E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.2400714285714099E-3,-7.1820785714285709E-3,3.3794225669505062E-4]
[null,"X1479.5",470,0,470,-5.6625428571429604E-3,-3.69698571428567E-3,-4.2550499696048542E-3,2.5859101700010441E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.41622857142853E-3,-2.0495259878419467E-3,3.0003136661488675E-4]
[null,"X1496.5",470,0,470,-2.2178714285714398E-3,4.6331428571433402E-4,-3.0806887537994154E-4,3.2917998763401865E-4]
[null,"X1505",470,0,470,-7.2584285714283304E-4,2.0183285714285302E-3,1.1336702127659538E-3,3.2321685796638064E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-9.8304000000000204E-3,-2.2911095136778137E-2,4.4862363034025767E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-6.2633142857141397E-3,-1.5245929118541035E-2,3.4616123095734933E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.3582000000000898E-3,-1.1384388662613971E-2,2.6481732558203781E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-3.63757142857146E-3,-7.7237033130699078E-3,1.6905705617077517E-3]
[null,"X1947",470,0,470,-7.8742428571428897E-3,-1.55141428571437E-3,-4.8087775075987835E-3,9.2282299026894454E-4]
[null,"X1955.5",470,0,470,-4.8079571428570897E-3,-7.7575714285704799E-4,-3.181798632218848E-3,5.0821752183777724E-4]
[null,"X1964",470,0,470,-3.1523714285713899E-3,-9.4679999999991405E-4,-2.2707546200607877E-3,3.2661563647898447E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-6.5621428571427398E-4,-1.4853610942249245E-3,2.8759477629895211E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,6.1931428571421199E-4,-6.2605462006078659E-4,3.9442351747808678E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,2.8157142857088099E-5,-3.6976793313069928E-3,9.8271804706933112E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",220,220,46.808510638297875]
[null,"","LOW",250,250,53.191489361702125]
[null,"Class","HIGH",220,220,46.808510638297875]
[null,"","LOW",250,250,53.191489361702125]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1165",0.84639939095298378,1,0.71889179069423681,0.53794029344355621,-3.0590636001069486E-2,-0.47619976585701307,-0.5410720060693095,-0.47638813372487848,-0.30186697276899616,-0.11873373999327191,0.15475976141627099,0.67428638110051953,0.85658978423097343,0.84341045193759701,0.79121129116202971,-0.3744727476245312,-0.32452058239307596,-0.30004302591106385,-0.31894747831558701,-0.37920518959439148,-0.48954302220379814,-0.47447123554341475,-0.25795953023253937,5.7612455498325083E-2,-0.17862978585632769,-7.2471348247696049E-2,7.247134824771749E-2,7.2471348247704903E-2]
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[null,"X1420",4.8135005311562049E-2,-3.0590636001069486E-2,0.29167005513720401,0.67180674693535936,1,0.73727444614647564,0.50380002176313887,0.54441337097281151,0.75469865342926934,0.85715721863776284,0.82056162103265373,0.37617542696363954,-0.10299289926609546,-0.34661217161318486,-0.50881414865574981,0.44673861065609816,0.37286690028494335,0.36215496498142113,0.38142899524378676,0.42391473718018774,0.47112150563821681,0.5305991068410072,0.26598853023318614,-5.4607737798227939E-2,0.28346825651520147,-0.25839529232781522,0.25839529232780767,0.25839529232781461]
[null,"X1428.5",-0.50761602488011293,-0.47619976585701307,-0.38985736418635231,1.1998761751092936E-2,0.73727444614647564,1,0.94610839905803867,0.91665875113478346,0.86156855933648058,0.79310921703069737,0.67909086852732903,9.3664512939630906E-2,-0.4467717442671153,-0.66207686963624679,-0.77450738022228693,0.71978918973439676,0.63576388025174191,0.61723175977095612,0.65499874547123371,0.73540404295490058,0.83012409936302622,0.79438639268634548,0.34132655051861344,-0.1425952950141291,0.42593357758814304,-5.163179256902567E-2,5.1631792569004589E-2,5.1631792569024317E-2]
[null,"X1437",-0.61553103191444358,-0.5410720060693095,-0.57718997826129959,-0.24675460344360126,0.50380002176313887,0.94610839905803867,1,0.97115570759878689,0.81877100145667669,0.6847729043929881,0.57765507195547106,5.9303680151895154E-2,-0.43080111417864098,-0.61636915369765577,-0.70206177255399871,0.72006799853500381,0.65356195458108024,0.63799496600781058,0.67969269812728328,0.76052210062138104,0.84999580768677785,0.76093155259192546,0.29740481511261663,-0.16322350448899597,0.4239589518396813,7.748678147835826E-2,-7.7486781478425665E-2,-7.7486781478409206E-2]
[null,"X1445.5",-0.48112074332207411,-0.47638813372487848,-0.43377806995644697,-0.12667741063833196,0.54441337097281151,0.91665875113478346,0.97115570759878689,1,0.91085678670082393,0.78770956571573547,0.68266834791481135,0.17736042203483537,-0.3299218585908662,-0.54123877018765865,-0.64592878162884482,0.73723415221688271,0.68530073591207485,0.67435226618672073,0.71378018962606149,0.78200513823916162,0.84249807305050617,0.71310508955450214,0.22724960014423001,-0.21810981188062334,0.44737266544709953,8.7211788172914723E-2,-8.7211788172957549E-2,-8.7211788172924479E-2]
[null,"X1454",-0.17115973181936311,-0.30186697276899616,-6.3566355847858316E-2,0.2511032563227435,0.75469865342926934,0.86156855933648058,0.81877100145667669,0.91085678670082393,1,0.96257380365797385,0.85658562275203198,0.32454417524936507,-0.21040312015765122,-0.46162007804727745,-0.60318992940078664,0.74408076379083121,0.70145107949167262,0.69498620520777199,0.7227577365517287,0.76490663508472378,0.78104453061595025,0.63311405769044271,0.1296298818478461,-0.29975015806172378,0.46380840371823179,-3.0421700506529446E-2,3.0421700506532305E-2,3.0421700506535723E-2]
[null,"X1462.5",2.3135690162602199E-2,-0.11873373999327191,0.15543938337281535,0.47290412732334702,0.85715721863776284,0.79310921703069737,0.6847729043929881,0.78770956571573547,0.96257380365797385,1,0.93621227660691952,0.44641249930312982,-8.547777069638729E-2,-0.34790904158815356,-0.50989791458175771,0.68480699923494504,0.64386146790294407,0.64059400580498893,0.6627828578174304,0.69105949733432848,0.68750956789243811,0.56588650935322227,0.10061898052581608,-0.29260455789778367,0.43236076436335263,-0.11664152095036433,0.1166415209503581,0.11664152095035581]
[null,"X1471",0.17647117752134864,0.15475976141627099,0.28899311012833917,0.56398118913600659,0.82056162103265373,0.67909086852732903,0.57765507195547106,0.68266834791481135,0.85658562275203198,0.93621227660691952,1,0.71258453257808618,0.21491135632663586,-6.5379786351347183E-2,-0.24656709638647317,0.52134700382279653,0.49010453219457034,0.49390818100486455,0.51823949054820295,0.54183063800803166,0.53164487995105258,0.45942507650043801,0.10488778148162903,-0.18399395708088062,0.34414121906295136,-0.10239618586034098,0.10239618586037827,0.10239618586035021]
[null,"X1479.5",0.51766381776094117,0.67428638110051953,0.54937574861459815,0.57531190145434707,0.37617542696363954,9.3664512939630906E-2,5.9303680151895154E-2,0.17736042203483537,0.32454417524936507,0.44641249930312982,0.71258453257808618,1,0.82034236544264116,0.61378107793293035,0.45617057941250166,-5.8736842930535403E-2,-4.0917461803988087E-2,-2.1528388446758227E-2,-7.2757494882100676E-3,-1.4401568702805666E-2,-5.4539492439986542E-2,-2.7602938677407794E-2,1.9344952632577438E-3,8.3113510128643472E-2,2.6470111168681362E-2,7.6504204579769738E-3,-7.6504204580283069E-3,-7.6504204579965979E-3]
[null,"X1488",0.6702940141682443,0.85658978423097343,0.63107596902109875,0.43589240348347807,-0.10299289926609546,-0.4467717442671153,-0.43080111417864098,-0.3299218585908662,-0.21040312015765122,-8.547777069638729E-2,0.21491135632663586,0.82034236544264116,1,0.94689697908704629,0.86451617882026166,-0.49370549277869996,-0.43706139017851575,-0.41206740489680516,-0.41600666456462737,-0.45444711922975706,-0.51912567160686496,-0.450110453169974,-0.12918345790190863,0.22717054804530895,-0.24303833735449665,7.8148892426065875E-2,-7.8148892426077102E-2,-7.8148892426075089E-2]
[null,"X1496.5",0.65440866744905757,0.84341045193759701,0.57116819195600521,0.28755681791496329,-0.34661217161318486,-0.66207686963624679,-0.61636915369765577,-0.54123877018765865,-0.46162007804727745,-0.34790904158815356,-6.5379786351347183E-2,0.61378107793293035,0.94689697908704629,1,0.9747877944831449,-0.63564814640880618,-0.56640078595732302,-0.54162511127164426,-0.55354843546729615,-0.60344261798630272,-0.677335059448957,-0.60436574845258706,-0.18754157974250579,0.25719313590398007,-0.34423570591017105,9.9388470034009385E-2,-9.9388470034012355E-2,-9.9388470034010426E-2]
[null,"X1505",0.61243479925147315,0.79121129116202971,0.49201790120596695,0.15582918490856992,-0.50881414865574981,-0.77450738022228693,-0.70206177255399871,-0.64592878162884482,-0.60318992940078664,-0.50989791458175771,-0.24656709638647317,0.45617057941250166,0.86451617882026166,0.9747877944831449,1,-0.68309549281029813,-0.60528235484379567,-0.58106076044625854,-0.59939425316151007,-0.65642730438517705,-0.73712753128785014,-0.68149229230066044,-0.24013876878456067,0.24320345952562522,-0.38404083496399971,0.11378033474780204,-0.11378033474778168,-0.11378033474779289]
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[null,"X1930",-0.10993106497106427,-0.30004302591106385,-0.24002026440904339,-7.5108962781861188E-2,0.36215496498142113,0.61723175977095612,0.63799496600781058,0.67435226618672073,0.69498620520777199,0.64059400580498893,0.49390818100486455,-2.1528388446758227E-2,-0.41206740489680516,-0.54162511127164426,-0.58106076044625854,0.98096533536941677,0.99629087671628747,1,0.99077109737006652,0.94751918912443989,0.81776103796122224,0.39166090565399098,-0.36901833637427828,-0.80550016591949791,0.57955859327676318,-7.8048200395014491E-2,7.8048200395021791E-2,7.8048200395017336E-2]
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[null,"X1947",-0.2468757165282334,-0.37920518959439148,-0.34266250653119129,-0.12123995670506191,0.42391473718018774,0.73540404295490058,0.76052210062138104,0.78200513823916162,0.76490663508472378,0.69105949733432848,0.54183063800803166,-1.4401568702805666E-2,-0.45444711922975706,-0.60344261798630272,-0.65642730438517705,0.97254146873894609,0.95394598730946489,0.94751918912443989,0.97003612672820538,1,0.90417389650277646,0.48295925854204003,-0.2196353851758624,-0.65050128932716733,0.56637420250008275,-3.4351002334788501E-2,3.4351002334791055E-2,3.4351002334796883E-2]
[null,"X1955.5",-0.42024174192846608,-0.48954302220379814,-0.45450379944543612,-0.17530208410769207,0.47112150563821681,0.83012409936302622,0.84999580768677785,0.84249807305050617,0.78104453061595025,0.68750956789243811,0.53164487995105258,-5.4539492439986542E-2,-0.51912567160686496,-0.677335059448957,-0.73712753128785014,0.88364949805472248,0.83815211848538806,0.81776103796122224,0.83520429887308689,0.90417389650277646,1,0.71335003779915029,-8.2443864509635419E-3,-0.47554990295539595,0.51282193736124038,-2.524116832294076E-3,2.5241168322805833E-3,2.5241168322857003E-3]
[null,"X1964",-0.53350583159613518,-0.47447123554341475,-0.43432382772561212,-9.9440791077299723E-2,0.5305991068410072,0.79438639268634548,0.76093155259192546,0.71310508955450214,0.63311405769044271,0.56588650935322227,0.45942507650043801,-2.7602938677407794E-2,-0.450110453169974,-0.60436574845258706,-0.68149229230066044,0.50244017086619153,0.40746729283432742,0.39166090565399098,0.41110740527032485,0.48295925854204003,0.71335003779915029,1,0.53634289689787262,-1.9112289144046044E-2,0.29666401294602901,-1.70409448974095E-2,1.7040944897421789E-2,1.7040944897406599E-2]
[null,"X1972.5",-0.46361726437564899,-0.25795953023253937,-0.25927705248029509,-4.2420180147309444E-2,0.26598853023318614,0.34132655051861344,0.29740481511261663,0.22724960014423001,0.1296298818478461,0.10061898052581608,0.10488778148162903,1.9344952632577438E-3,-0.12918345790190863,-0.18754157974250579,-0.24013876878456067,-0.24286550279447416,-0.34967633843967566,-0.36901833637427828,-0.31472323534699576,-0.2196353851758624,-8.2443864509635419E-3,0.53634289689787262,1,0.71493243852580135,-0.12901368899521903,6.2487160728780432E-2,-6.2487160728774617E-2,-6.2487160728772063E-2]
[null,"X1981",-0.20641333649837151,5.7612455498325083E-2,-1.7504583697484793E-2,1.352264456351757E-2,-5.4607737798227939E-2,-0.1425952950141291,-0.16322350448899597,-0.21810981188062334,-0.29975015806172378,-0.29260455789778367,-0.18399395708088062,8.3113510128643472E-2,0.22717054804530895,0.25719313590398007,0.24320345952562522,-0.72396004397175595,-0.79386515554647241,-0.80550016591949791,-0.76245235821506263,-0.65050128932716733,-0.47554990295539595,-1.9112289144046044E-2,0.71493243852580135,1,-0.42710370056153968,0.11984959276094918,-0.11984959276095589,-0.11984959276095168]
[null,"X2474",-6.3318569630056082E-2,-0.17862978585632769,-0.12901984618327014,-4.9545018961628801E-3,0.28346825651520147,0.42593357758814304,0.4239589518396813,0.44737266544709953,0.46380840371823179,0.43236076436335263,0.34414121906295136,2.6470111168681362E-2,-0.24303833735449665,-0.34423570591017105,-0.38404083496399971,0.58232667619942147,0.57962154049012304,0.57955859327676318,0.58052664731698889,0.56637420250008275,0.51282193736124038,0.29666401294602901,-0.12901368899521903,-0.42710370056153968,1,-6.1597252146518719E-2,6.1597252146511343E-2,6.1597252146515617E-2]
[null,"Class-HIGH",-0.15420803949129211,-7.2471348247696049E-2,-0.2182202797604528,-0.2915807941788085,-0.25839529232781522,-5.163179256902567E-2,7.748678147835826E-2,8.7211788172914723E-2,-3.0421700506529446E-2,-0.11664152095036433,-0.10239618586034098,7.6504204579769738E-3,7.8148892426065875E-2,9.9388470034009385E-2,0.11378033474780204,-8.7769411883648452E-2,-7.57580650744029E-2,-7.8048200395014491E-2,-6.1966328219606917E-2,-3.4351002334788501E-2,-2.524116832294076E-3,-1.70409448974095E-2,6.2487160728780432E-2,0.11984959276094918,-6.1597252146518719E-2,1,-1.0000000000000011,-1]
[null,"Class-LOW",0.15420803949129208,7.247134824771749E-2,0.21822027976046546,0.2915807941788553,0.25839529232780767,5.1631792569004589E-2,-7.7486781478425665E-2,-8.7211788172957549E-2,3.0421700506532305E-2,0.1166415209503581,0.10239618586037827,-7.6504204580283069E-3,-7.8148892426077102E-2,-9.9388470034012355E-2,-0.11378033474778168,8.7769411883664938E-2,7.5758065074400111E-2,7.8048200395021791E-2,6.1966328219588057E-2,3.4351002334791055E-2,2.5241168322805833E-3,1.7040944897421789E-2,-6.2487160728774617E-2,-0.11984959276095589,6.1597252146511343E-2,-1.0000000000000011,1,1]
[null,"Class",0.15420803949128939,7.2471348247704903E-2,0.2182202797604646,0.29158079417882615,0.25839529232781461,5.1631792569024317E-2,-7.7486781478409206E-2,-8.7211788172924479E-2,3.0421700506535723E-2,0.11664152095035581,0.10239618586035021,-7.6504204579965979E-3,-7.8148892426075089E-2,-9.9388470034010426E-2,-0.11378033474779289,8.7769411883657583E-2,7.5758065074404635E-2,7.8048200395017336E-2,6.1966328219602455E-2,3.4351002334796883E-2,2.5241168322857003E-3,1.7040944897406599E-2,-6.2487160728772063E-2,-0.11984959276095168,6.1597252146515617E-2,-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)",1513.5296346619641,1.0925111503125211E-2]
[null,"R²(McFadden)",0,0.99999278169964234]
[null,"R²(Cox and Snell)",0,0.74929349133874679]
[null,"R²(Nagelkerke)",0,0.98861700418362286]
[null,"AIC",1515.5296346619641,54.010925111503127]
[null,"SBC",1520.527230644946,188.94601665201515]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.527:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1513.5187095504609,0]
[null,"Score",26,1093.9999999919673,0]
[null,"Wald",26,0.81173080006937337,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,2.1080951164360013E-28,0.99999999999998845,0,1]
[null,"X1165",1,1.8600652923607464E-29,0.99999999999999656,0,1]
[null,"X1403",1,6.7422348398384089E-30,0.99999999999999789,0,1]
[null,"X1411.5",1,2.1436087116106251E-30,0.99999999999999878,0,1]
[null,"X1420",1,8.1080421690643974E-31,0.99999999999999933,0,1]
[null,"X1428.5",1,8.4689183508572774E-30,0.99999999999999767,0,1]
[null,"X1437",1,1.11650099088094E-29,0.99999999999999734,0,1]
[null,"X1445.5",1,4.6986151854840864E-29,0.99999999999999456,0,1]
[null,"X1454",1,3.5831602334239295E-29,0.99999999999999523,0,1]
[null,"X1462.5",1,8.9057061438254298E-30,0.99999999999999767,0,1]
[null,"X1471",1,5.0870359887813348E-31,0.99999999999999944,0,1]
[null,"X1479.5",1,8.4685198721077944E-30,0.99999999999999767,0,1]
[null,"X1488",1,1.2040524509530502E-31,0.99999999999999978,0,1]
[null,"X1496.5",1,8.2061282984440737E-29,0.99999999999999278,0,1]
[null,"X1505",1,4.7123189733032625E-29,0.99999999999999456,0,1]
[null,"X1913",1,2.667210260743007E-29,0.99999999999999589,0,1]
[null,"X1921.5",1,3.1847719225236145E-29,0.99999999999999545,0,1]
[null,"X1930",1,1.8736742971142766E-29,0.99999999999999656,0,1]
[null,"X1938.5",1,5.2328714821533596E-30,0.99999999999999822,0,1]
[null,"X1947",1,3.9178374841296383E-30,0.99999999999999845,0,1]
[null,"X1955.5",1,9.008575164400669E-30,0.99999999999999756,0,1]
[null,"X1964",1,3.5962189511791578E-31,0.99999999999999956,0,1]
[null,"X1972.5",1,2.0747018314643568E-30,0.99999999999999889,0,1]
[null,"X1981",1,2.173693391297732E-31,0.99999999999999967,0,1]
[null,"X2474",1,1.4969808944893307E-29,0.99999999999999689,0,1]
[null,"Class",1,0.64441498216410431,0.42211657532437219,1258.7072706524298,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4625693920106024E-3,1,0.94108263776836709]
[]
[]
[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",12.207279418524731,648.70521633183216,3.5411391320088522E-4,0.98498636249890692,-1259.2315811751305,1283.6461400121798]
[null,"X961",1.4046489283415208E-9,96743.69954705234,2.1080951164360017E-28,0.99999999999998845,-189614.16684338509,189614.16684338788]
[null,"X1165",9.16465695953522E-10,212496.6652746918,1.8600652923607467E-29,0.99999999999999656,-416485.81077325804,416485.8107732599]
[null,"X1403",-3.7353136369399393E-10,143855.05773539696,6.7422348398384103E-30,0.99999999999999789,-281950.73215530842,281950.73215530772]
[null,"X1411.5",6.6875094333662423E-10,456763.77223779674,2.1436087116106251E-30,0.99999999999999878,-895240.54302873695,895240.54302873835]
[null,"X1420",-6.7841210075381319E-10,753417.29675977072,8.1080421690643992E-31,0.99999999999999933,-1476670.7669786769,1476670.7669786755]
[null,"X1428.5",-2.1750812948933082E-9,747414.50288473489,8.468918350857276E-30,0.99999999999999767,-1464905.5071769904,1464905.5071769862]
[null,"X1437",2.2146567940377761E-9,662791.41830206767,1.1165009908809396E-29,0.99999999999999734,-1299047.3091342717,1299047.3091342764]
[null,"X1445.5",4.8785530395719383E-9,711714.95570426143,4.6986151854840864E-29,0.99999999999999456,-1394935.6804388671,1394935.6804388769]
[null,"X1454",-4.9768023984665184E-9,831413.90355273092,3.5831602334239289E-29,0.99999999999999523,-1629541.3072092151,1629541.3072092053]
[null,"X1462.5",2.4061667241535948E-9,806290.48739043262,8.9057061438254312E-30,0.99999999999999767,-1580300.3163624918,1580300.3163624965]
[null,"X1471",-5.2643924630396208E-10,738101.10181074485,5.0870359887813348E-31,0.99999999999999944,-1446651.5764983918,1446651.5764983909]
[null,"X1479.5",-2.1728031552261817E-9,746649.24068633036,8.4685198721077944E-30,0.99999999999999767,-1463405.6208293876,1463405.6208293834]
[null,"X1488",2.8052403840134963E-10,808439.22915421706,1.2040524509530502E-31,0.99999999999999978,-1584511.7728315885,1584511.772831589]
[null,"X1496.5",-7.0684254947983425E-9,780285.49425850587,8.2061282984440749E-29,0.99999999999999278,-1529331.4664057132,1529331.4664056993]
[null,"X1505",3.4589450992163651E-9,503879.08143906866,4.7123189733032631E-29,0.99999999999999456,-987584.85218369565,987584.85218370263]
[null,"X1913",-3.2101585964297324E-10,62158.118838891416,2.6672102607430076E-29,0.99999999999999589,-121827.67427098811,121827.67427098747]
[null,"X1921.5",5.7632225380993148E-10,102123.62486610365,3.184771922523615E-29,0.99999999999999545,-200158.62670824162,200158.62670824278]
[null,"X1930",-4.947637149130336E-10,114301.20058954283,1.8736742971142771E-29,0.99999999999999656,-224026.23654519278,224026.23654519179]
[null,"X1938.5",2.6288509517793531E-10,114920.0825294581,5.2328714821533596E-30,0.99999999999999822,-225239.22285810823,225239.22285810875]
[null,"X1947",-2.4007623515050349E-10,121290.27015657659,3.9178374841296376E-30,0.99999999999999845,-237724.56118202364,237724.56118202317]
[null,"X1955.5",-3.6794901645047792E-10,122591.28380973975,9.008575164400669E-30,0.99999999999999756,-240274.50108561845,240274.5010856177]
[null,"X1964",8.6242478678862553E-11,143813.00708331779,3.5962189511791587E-31,0.99999999999999956,-281868.31439170643,281868.31439170655]
[null,"X1972.5",1.8429824767293012E-10,127950.90463163902,2.0747018314643568E-30,0.99999999999999889,-250779.16486733142,250779.16486733177]
[null,"X1981",5.7275334369674353E-11,122848.11323822044,2.173693391297732E-31,0.99999999999999967,-240777.87751561019,240777.87751561031]
[null,"X2474",-6.6331845048842667E-11,17144.070689569573,1.4969808944893307E-29,0.99999999999999689,-33601.761099965188,33601.761099965057]
[null,"Class-HIGH",-24.414881109163201,30.413877987855162,0.64441498216410409,0.42211657532437219,-84.024986595554836,35.195224377228428,2.493169802092573E-11,3.2241258048059159E-37,1927932108852823.3]
[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,"X961",8.4162189884963965E-13,57.965812290665625,2.1080951164360017E-28,0.99999999999998845,-113.61090442431298,113.61090442431465]
[null,"X1165",2.1071375604605859E-13,48.85722475482941,1.8600652923607467E-29,0.99999999999999656,-95.75840090404418,95.758400904044606]
[null,"X1403",-5.8191488889620543E-13,224.10808857226024,6.7422348398384089E-30,0.99999999999999789,-439.24378224574303,439.2437822457419]
[null,"X1411.5",5.8951609977372861E-13,402.6455591734715,2.1436087116106251E-30,0.99999999999999878,-789.17079451499455,789.17079451499569]
[null,"X1420",-3.2131323198332885E-13,356.83760119407634,8.1080421690643992E-31,0.99999999999999933,-699.38884667005675,699.38884667005607]
[null,"X1428.5",-9.2497925531842897E-13,317.84692917715864,8.4689183508572788E-30,0.99999999999999767,-622.96853378388494,622.96853378388312]
[null,"X1437",8.8358455960483228E-13,264.43477157585494,1.1165009908809402E-29,0.99999999999999734,-518.28262854875061,518.28262854875243]
[null,"X1445.5",1.6339113771962441E-12,238.36558791373699,4.6986151854840864E-29,0.99999999999999456,-467.18796746463875,467.18796746464204]
[null,"X1454",-1.5603271122296994E-12,260.66489109508933,3.5831602334239295E-29,0.99999999999999523,-510.89379858043196,510.89379858042889]
[null,"X1462.5",6.9283491024032674E-13,232.1643765792185,8.9057061438254284E-30,0.99999999999999767,-455.03381658846189,455.03381658846325]
[null,"X1471",-1.0124752660020978E-13,141.95543258581154,5.0870359887813356E-31,0.99999999999999944,-278.22753527799426,278.22753527799404]
[null,"X1479.5",-3.035631267236156E-13,104.31463960432339,8.4685198721077944E-30,0.99999999999999767,-204.45293668474966,204.45293668474903]
[null,"X1488",4.4826837530325922E-14,129.18598414938427,1.2040524509530502E-31,0.99999999999999978,-253.19987624015533,253.19987624015545]
[null,"X1496.5",-1.2718367073103705E-12,140.3984146837351,8.2061282984440715E-29,0.99999999999999278,-275.17583626664145,275.17583626663895]
[null,"X1505",6.2823878855409706E-13,91.518186794219019,4.712318973303262E-29,0.99999999999999456,-179.37235004707779,179.37235004707904]
[null,"X1913",-8.0287546567762625E-13,155.46032106925705,2.6672102607430076E-29,0.99999999999999589,-304.6966303207779,304.69663032077631]
[null,"X1921.5",1.1126920621008702E-12,197.16772342259048,3.1847719225236156E-29,0.99999999999999545,-386.44163682203055,386.44163682203282]
[null,"X1930",-7.2935764080083181E-13,168.49751000302282,1.8736742971142766E-29,0.99999999999999656,-330.2490510906029,330.24905109060143]
[null,"X1938.5",2.4986622980984096E-13,109.22889230991126,5.2328714821533596E-30,0.99999999999999822,-214.08469499862983,214.08469499863034]
[null,"X1947",-1.2658074968317443E-13,63.950575183209786,3.9178374841296376E-30,0.99999999999999845,-125.34082414971225,125.34082414971199]
[null,"X1955.5",-1.0390093389923598E-13,34.617157014340222,9.008575164400669E-30,0.99999999999999756,-67.848380995275022,67.848380995274823]
[null,"X1964",1.5730706423754566E-14,26.231623081810586,3.5962189511791587E-31,0.99999999999999956,-51.413036496378304,51.413036496378332]
[null,"X1972.5",3.1973424043258914E-14,22.197869931819589,2.0747018314643568E-30,0.99999999999999889,-43.507025599870943,43.507025599871]
[null,"X1981",1.2925914800484055E-14,27.72439938749995,2.1736933912977329E-31,0.99999999999999967,-54.338824292504214,54.338824292504242]
[null,"X2474",-3.6269572273537198E-14,9.3742019459900945,1.4969808944893307E-29,0.99999999999999689,-18.373098197945904,18.373098197945833]
[null,"Class-HIGH",-6.7208494641409162,8.37223391189921,0.64441498216410431,0.42211657532437219,-23.130126401608251,9.6884274733264206]
[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",4.993944834727046E-6,0.99999500605516523]
[null,"Obs5","HIGH","HIGH",0.99999500766430705,4.9923356928894099E-6]
[null,"Obs7","LOW","LOW",4.9939448347101028E-6,0.99999500605516523]
[null,"Obs8","HIGH","HIGH",0.99999500766430705,4.9923356928913429E-6]
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[null,"Obs11","HIGH","HIGH",0.99999500766430705,4.9923356928825015E-6]
[null,"Obs12","HIGH","HIGH",0.99999500766430705,4.992335692892771E-6]
[null,"Obs13","LOW","LOW",4.9939448347045675E-6,0.99999500605516523]
[null,"Obs15","LOW","LOW",4.9939448347062886E-6,0.99999500605516523]
[null,"Obs17","LOW","LOW",4.9939448346990762E-6,0.99999500605516523]
[null,"Obs18","LOW","LOW",4.9939448346994937E-6,0.99999500605516523]
[null,"Obs21","HIGH","HIGH",0.99999500766430705,4.9923356928921501E-6]
[null,"Obs22","LOW","LOW",4.9939448347068561E-6,0.99999500605516523]
[null,"Obs25","HIGH","HIGH",0.99999500766430705,4.9923356928890635E-6]
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[null,"Obs28","LOW","LOW",4.9939448347111142E-6,0.99999500605516523]
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[null,"Obs37","LOW","LOW",4.9939448347045404E-6,0.99999500605516523]
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[null,"Obs45","HIGH","HIGH",0.99999500766430705,4.9923356928891973E-6]
[null,"Obs46","LOW","LOW",4.9939448347091093E-6,0.99999500605516523]
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[null,"Obs53","LOW","LOW",4.993944834713873E-6,0.99999500605516523]
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[null,"Obs113","HIGH","HIGH",0.99999500766430705,4.9923356928812776E-6]
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[null,"Obs118","LOW","LOW",4.9939448347132165E-6,0.99999500605516523]
[null,"Obs119","LOW","LOW",4.9939448347116021E-6,0.99999500605516523]
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[null,"Obs125","LOW","LOW",4.993944834707477E-6,0.99999500605516523]
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[null,"Obs128","HIGH","HIGH",0.99999500766430705,4.9923356928963539E-6]
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[null,"Obs156","HIGH","HIGH",0.99999500766430705,4.9923356928877692E-6]
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[null,"Obs171","HIGH","HIGH",0.99999500766430705,4.9923356928880886E-6]
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[null,"Obs1172","LOW","LOW",4.9939448347089763E-6,0.99999500605516523]
[null,"Obs1174","LOW","LOW",4.9939448347079293E-6,0.99999500605516523]
[null,"Obs1187","LOW","LOW",4.9939448347074414E-6,0.99999500605516523]
[null,"Obs1188","LOW","LOW",4.9939448347084172E-6,0.99999500605516523]
[null,"Obs1207","LOW","LOW",4.9939448347081691E-6,0.99999500605516523]
[null,"Obs1208","LOW","LOW",4.9939448347072195E-6,0.99999500605516523]
[null,"Obs1220","HIGH","HIGH",0.99999500766430705,4.9923356928851892E-6]
[null,"Obs1227","HIGH","HIGH",0.99999500766430705,4.9923356928867494E-6]
[null,"Obs1232","HIGH","HIGH",0.99999500766430705,4.9923356928816147E-6]
[null,"Obs1238","HIGH","HIGH",0.99999500766430705,4.9923356928857558E-6]
[null,"Obs1246","LOW","LOW",4.9939448347109981E-6,0.99999500605516523]
[null,"Obs1247","HIGH","HIGH",0.99999500766430705,4.992335692883158E-6]
[null,"Obs1259","LOW","LOW",4.9939448347047538E-6,0.99999500605516523]
[null,"Obs1262","LOW","LOW",4.9939448347090822E-6,0.99999500605516523]
[null,"Obs1272","LOW","LOW",4.9939448347112565E-6,0.99999500605516523]
[null,"Obs1282","LOW","LOW",4.993944834706226E-6,0.99999500605516523]
[null,"Obs1297","HIGH","HIGH",0.99999500766430705,4.9923356928882656E-6]
[null,"Obs1313","LOW","LOW",4.9939448347088255E-6,0.99999500605516523]
[null,"Obs1334","LOW","LOW",4.9939448347033342E-6,0.99999500605516523]
[null,"Obs1336","LOW","LOW",4.9939448347015597E-6,0.99999500605516523]
[null,"Obs1351","LOW","LOW",4.9939448347105907E-6,0.99999500605516523]
[null,"Obs1355","LOW","LOW",4.9939448347089941E-6,0.99999500605516523]
[null,"Obs1370","LOW","LOW",4.9939448347143871E-6,0.99999500605516523]
[null,"Obs1380","LOW","LOW",4.9939448347109981E-6,0.99999500605516523]
[null,"Obs1394","HIGH","HIGH",0.99999500766430705,4.9923356928870425E-6]
[null,"Obs1413","LOW","LOW",4.9939448347097835E-6,0.99999500605516523]
[null,"Obs1415","LOW","LOW",4.9939448347078048E-6,0.99999500605516523]
[null,"Obs1419","LOW","LOW",4.9939448347090822E-6,0.99999500605516523]
[null,"Obs1429","HIGH","HIGH",0.99999500766430705,4.9923356928834062E-6]
[null,"Obs1433","HIGH","HIGH",0.99999500766430705,4.9923356928856322E-6]
[null,"Obs1445","LOW","LOW",4.9939448347081597E-6,0.99999500605516523]
[null,"Obs1449","LOW","LOW",4.9939448347061904E-6,0.99999500605516523]
[null,"Obs1453","HIGH","HIGH",0.99999500766430705,4.9923356928883545E-6]
[null,"Obs1462","LOW","LOW",4.993944834706226E-6,0.99999500605516523]
[null,"Obs1470","LOW","LOW",4.9939448347095082E-6,0.99999500605516523]
[null,"Obs1471","LOW","LOW",4.9939448347074677E-6,0.99999500605516523]
[null,"Obs1479","LOW","LOW",4.9939448347049215E-6,0.99999500605516523]
[null,"Obs1506","LOW","LOW",4.9939448347058439E-6,0.99999500605516523]
[null,"Obs1517","LOW","LOW",4.9939448347095082E-6,0.99999500605516523]
[null,"Obs1522","LOW","LOW",4.9939448347134918E-6,0.99999500605516523]
[null,"Obs1540","LOW","LOW",4.9939448347082842E-6,0.99999500605516523]
[null,"Obs1551","LOW","LOW",4.993944834709908E-6,0.99999500605516523]
[null,"Obs1557","LOW","LOW",4.993944834706093E-6,0.99999500605516523]
[null,"Obs1559","LOW","LOW",4.9939448347098987E-6,0.99999500605516523]
[null,"Obs1562","LOW","LOW",4.9939448347107771E-6,0.99999500605516523]
[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",518,0,518,1]
[null,"LOW",0,576,576,1]
[null,"Total",518,576,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999822]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",220,0,220,1]
[null,"LOW",0,250,250,1]
[null,"Total",220,250,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,0.99999999999999578]

{"sheet":"XLSTAT_20230729_142215_1_HID","index":50,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)5","index":52,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:22:06 / End time: 07/29/2023 at 14:22:10 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 663410316"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.49444857142857E-2,-6.4834857142857102E-3,-8.6075788848263193E-3,1.0637424543368779E-3]
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[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7461499973883516E-2,2.8588983693602042E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6676721611386772E-2,1.6103110703107942E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.6336557142857099E-2,-1.9823686563071312E-2,8.4629504561137975E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4120538260642461E-2,7.6589209684382734E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0454004283102629E-2,7.2040996404536576E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-6.0504285714285703E-3,-9.1095047009663102E-3,6.0270923737597629E-4]
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[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.5342401932619475E-3,5.1679471605294112E-4]
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[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2548175894489412E-3,2.6307179300598914E-4]
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[null,"X1496.5",1094,0,1094,-2.2178714285714398E-3,5.5757142857154596E-4,-3.0055173674588666E-4,3.3092801102778006E-4]
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[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3157314586053808E-2,4.6804902061376502E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5424390558892689E-2,3.609396095071494E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1526442752676934E-2,2.7658999933009949E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.8110756463828897E-3,1.7782964342880716E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8651884695743129E-3,9.7859602487344812E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.2082148733350775E-3,5.2627297535886956E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2830114520762533E-3,3.3525886485484416E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-1.2505714285704399E-4,-1.4803075346043336E-3,3.0394084091138511E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1420931052494213E-4,4.1004933209987348E-4]
[null,"X2474",1094,0,1094,-7.3984000000000298E-3,3.36457142857238E-4,-3.7332200182815353E-3,1.0111726762214704E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",519,519,47.440585009140769]
[null,"","LOW",575,575,52.559414990859231]
[null,"Class","HIGH",519,519,47.440585009140769]
[null,"","LOW",575,575,52.559414990859231]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6417274164133882E-3,1.0771243572572664E-3]
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[null,"X1403",470,0,470,-4.2618400000000202E-2,-2.1499342857142899E-2,-2.748521793313069E-2,2.7173109968181893E-3]
[null,"X1411.5",470,0,470,-3.4307685714285698E-2,-2.3088071428571399E-2,-2.6609057781155045E-2,1.5361698675854091E-3]
[null,"X1420",470,0,470,-2.2292885714285698E-2,-1.4997971428571399E-2,-1.9728349179331292E-2,8.3394004434144656E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4037438449848007E-2,7.3288969754839711E-4]
[null,"X1437",470,0,470,-1.20476571428572E-2,-6.2966285714284899E-3,-1.0392002006079015E-2,6.7553892072607063E-4]
[null,"X1445.5",470,0,470,-1.0587228571428599E-2,-5.5398999999999301E-3,-9.0530885410334272E-3,5.6546658309758761E-4]
[null,"X1454",470,0,470,-1.10196142857143E-2,-6.3464285714285298E-3,-9.6083048632218827E-3,5.39256525053416E-4]
[null,"X1462.5",470,0,470,-1.0984828571428599E-2,-6.8017285714285797E-3,-9.4788816109422549E-3,4.9717116341361665E-4]
[null,"X1471",470,0,470,-8.0942857142856702E-3,-5.9522714285714703E-3,-7.1647421276595721E-3,3.2679285057665307E-4]
[null,"X1479.5",470,0,470,-5.51350000000006E-3,-3.7635285714285901E-3,-4.2603544376899685E-3,2.3527464812172106E-4]
[null,"X1488",470,0,470,-3.7047571428571202E-3,-1.4918714285714299E-3,-2.0726462917933157E-3,2.7692497722664363E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,4.05085714285713E-4,-3.3830410334346767E-4,3.1719447155834985E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,1.87418571428571E-3,1.103671094224922E-3,3.2470534160158665E-4]
[null,"X1913",470,0,470,-3.6641657142857199E-2,-9.2603285714285607E-3,-2.2727598723404258E-2,4.1188914914808954E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-5.0784285714284803E-3,-1.5129759148936172E-2,3.1902170088909916E-3]
[null,"X1930",470,0,470,-1.96508857142857E-2,-3.9651857142857204E-3,-1.1305115136778125E-2,2.415484968504088E-3]
[null,"X1938.5",470,0,470,-1.2594985714285901E-2,-2.9763142857143201E-3,-7.670507264437681E-3,1.5524358196477412E-3]
[null,"X1947",470,0,470,-7.8868142857143608E-3,-1.9887571428571799E-3,-4.7704932522796388E-3,8.6485883915270493E-4]
[null,"X1955.5",470,0,470,-4.8079571428570897E-3,-1.3622571428572E-3,-3.141656717325224E-3,4.7083661404305629E-4]
[null,"X1964",470,0,470,-3.1628000000000198E-3,-8.2059999999983802E-4,-2.2421222796352538E-3,3.1444796095359527E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-2.7900000000080601E-5,-1.4888776899696047E-3,3.1360648481511147E-4]
[null,"X1981",470,0,470,-1.30841428571432E-3,6.0519999999991702E-4,-6.311026139817665E-4,3.9298337434245012E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.6030714285712999E-3,-3.7258763221884443E-3,9.3744498869205233E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",219,219,46.595744680851062]
[null,"","LOW",251,251,53.404255319148938]
[null,"Class","HIGH",219,219,46.595744680851062]
[null,"","LOW",251,251,53.404255319148938]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1165",0.84429774443825145,1,0.73224155499160848,0.59438337986534551,5.6051661910421456E-2,-0.41705048065868899,-0.49763401879348529,-0.43380808108039914,-0.24831779878940516,-4.8288211314924299E-2,0.2394290006123424,0.73139738508285512,0.87478791315191862,0.84424076279508531,0.77882692216891114,-0.3693645922529159,-0.32661816345369454,-0.2981089374897693,-0.30831847692660325,-0.36883606647044098,-0.47228687336598013,-0.44230904560170203,-0.23916674017346465,7.6995555287424369E-2,-0.19841934411255308,-8.314709438039411E-2,8.3147094380401881E-2,8.3147094380405615E-2]
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[null,"X1420",0.10540758780054463,5.6051661910421456E-2,0.30637822745488535,0.66911630809040212,1,0.73033656382106515,0.50002305659932833,0.53637278309344694,0.74756754767202072,0.85642701897378404,0.82827145236842836,0.4098006189990564,-5.135092393313196E-2,-0.29565064359057608,-0.46469454037225189,0.46073417343102357,0.39770279429043037,0.39302218861411664,0.40801497187046903,0.43598346370394997,0.47471156171158707,0.51048410797728772,0.2001857104009015,-0.1135404987778771,0.31002624667919199,-0.2511607386484479,0.25116073864853239,0.25116073864852551]
[null,"X1428.5",-0.47206283071644828,-0.41705048065868899,-0.38720432543661554,-2.2556438872260139E-3,0.73033656382106515,1,0.94784687784638511,0.91667994621010007,0.86262868025654793,0.79200369124951908,0.67018355103542637,9.2124010189752831E-2,-0.43158674859483298,-0.64711089908160857,-0.76169621830167278,0.75073020965477888,0.6771079343375056,0.6616055116557038,0.69152955387641812,0.75837601951978806,0.84247141824242811,0.79169422920073773,0.29303677394898275,-0.21197591699148297,0.46600895617140209,-7.1381996747223911E-2,7.1381996747204773E-2,7.138199674723035E-2]
[null,"X1437",-0.58891178061669758,-0.49763401879348529,-0.5729359665555378,-0.25551362409050088,0.50002305659932833,0.94784687784638511,1,0.97150572531890933,0.82325088989289408,0.6856701054067349,0.56482940833231432,4.3714030183118223E-2,-0.43201396317562885,-0.61652330129561361,-0.70124317943615833,0.74896450793449865,0.69047035738572438,0.67633806952238418,0.7101869751501827,0.78036647935239489,0.8603821874931149,0.762557121649864,0.26348274283759604,-0.22461724035167158,0.46248398227366821,4.3272472445939972E-2,-4.3272472445964799E-2,-4.3272472445967415E-2]
[null,"X1445.5",-0.45600404202121425,-0.43380808108039914,-0.43460767494721741,-0.14127266002592609,0.53637278309344694,0.91667994621010007,0.97150572531890933,1,0.91254312175759111,0.78455334099693441,0.66558560084698504,0.15829566035756507,-0.33271977143586245,-0.53938942380220978,-0.64070081539381796,0.75902695226820538,0.7146865052291852,0.70504270601861185,0.73716513101764747,0.79701553197927821,0.85189815758509901,0.71118454455543478,0.19041563915408161,-0.27689260867840154,0.4833529287466608,5.1686485410251573E-2,-5.1686485410229965E-2,-5.1686485410231027E-2]
[null,"X1454",-0.13931051205746425,-0.24831779878940516,-6.7638163209130672E-2,0.23300288470842484,0.74756754767202072,0.86262868025654793,0.82325088989289408,0.91254312175759111,1,0.95992905639256876,0.84615751817774887,0.32055222945613965,-0.19839672170703601,-0.44394938265591305,-0.58452928048932395,0.75931285731443354,0.72494043278415388,0.72076033254212246,0.74304853210685662,0.7777008142599775,0.79038689844807153,0.62363209718905233,7.6754634145344128E-2,-0.35810779167999202,0.49758652877839399,-5.5347388634865102E-2,5.5347388634850551E-2,5.5347388634849427E-2]
[null,"X1462.5",6.9073543071024618E-2,-4.8288211314924299E-2,0.16013771052325157,0.46424231665661725,0.85642701897378404,0.79200369124951908,0.6856701054067349,0.78455334099693441,0.95992905639256876,1,0.93461971615769857,0.45742038749149455,-5.6866285280772415E-2,-0.31435966379503055,-0.47802061226975995,0.69486554540480605,0.66269754270019643,0.66325351182765846,0.68115865591886882,0.70046470246402381,0.69210589979908554,0.54735584803981752,3.6548350201235549E-2,-0.34788092133010312,0.45801372126884121,-0.1346120666933639,0.13461206669336698,0.13461206669333853]
[null,"X1471",0.23700620961102101,0.2394290006123424,0.31057898186445437,0.57416882038736949,0.82827145236842836,0.67018355103542637,0.56482940833231432,0.66558560084698504,0.84615751817774887,0.93461971615769857,1,0.72533172228243126,0.25169914792300935,-2.0912278997422862E-2,-0.20290694166618869,0.52047749442327584,0.49706339302479802,0.50663319220281067,0.52814574237796885,0.53960868004763318,0.52104446824973716,0.42836224856354033,4.1576766750955819E-2,-0.22999858174942309,0.35364688564943442,-0.11947453410386943,0.11947453410384867,0.11947453410386114]
[null,"X1479.5",0.56951654096955062,0.73139738508285512,0.58390194263115436,0.61522650067473539,0.4098006189990564,9.2124010189752831E-2,4.3714030183118223E-2,0.15829566035756507,0.32055222945613965,0.45742038749149455,0.72533172228243126,1,0.83321314065207275,0.63671969700826914,0.48286777666488201,-6.4721908169323869E-2,-4.6348164178003845E-2,-2.1515128141920466E-2,-6.4765387163145281E-3,-2.3477175522896986E-2,-6.9119509730828463E-2,-5.1434581182065939E-2,-2.6215065202947016E-2,6.5635048793031087E-2,1.1757379099411696E-2,-1.2581429606057641E-2,1.2581429606066914E-2,1.258142960608738E-2]
[null,"X1488",0.69569620194389392,0.87478791315191862,0.66330767772159294,0.48927755279898127,-5.135092393313196E-2,-0.43158674859483298,-0.43201396317562885,-0.33271977143586245,-0.19839672170703601,-5.6866285280772415E-2,0.25169914792300935,0.83321314065207275,1,0.94952506748200927,0.86962146378634309,-0.49773233951792711,-0.44719569520746416,-0.41947409573989103,-0.41914115467990082,-0.45943087056182763,-0.52329786831368108,-0.45162777428874579,-0.11848478109978512,0.23820795535879088,-0.26640028189328097,5.9988697537532998E-2,-5.9988697537545217E-2,-5.9988697537540152E-2]
[null,"X1496.5",0.6696996325579726,0.84424076279508531,0.60469269260302572,0.34460436014528589,-0.29565064359057608,-0.64711089908160857,-0.61652330129561361,-0.53938942380220978,-0.44394938265591305,-0.31435966379503055,-2.0912278997422862E-2,0.63671969700826914,0.94952506748200927,1,0.97531967368487127,-0.64301582665034784,-0.58140830638690044,-0.55516189876876665,-0.56204226648473754,-0.61084176438545723,-0.68186192881395102,-0.59896695051470428,-0.16135511226839727,0.28314533596418429,-0.36891059218065003,8.3776525059642171E-2,-8.3776525059642615E-2,-8.3776525059641213E-2]
[null,"X1505",0.61651799322058665,0.77882692216891114,0.52119399250961052,0.20874096707561168,-0.46469454037225189,-0.76169621830167278,-0.70124317943615833,-0.64070081539381796,-0.58452928048932395,-0.47802061226975995,-0.20290694166618869,0.48286777666488201,0.86962146378634309,0.97531967368487127,1,-0.69898287423344529,-0.62979857075468282,-0.60489888195969788,-0.61716983389417956,-0.67091112398829666,-0.74576092813943484,-0.67178071288482777,-0.20079864001228223,0.28517121372857157,-0.4132405112541877,0.10474843756887109,-0.10474843756886673,-0.10474843756887077]
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[null,"X1955.5",-0.41936264132738305,-0.47228687336598013,-0.46697055805648408,-0.18888075414379549,0.47471156171158707,0.84247141824242811,0.8603821874931149,0.85189815758509901,0.79038689844807153,0.69210589979908554,0.52104446824973716,-6.9119509730828463E-2,-0.52329786831368108,-0.68186192881395102,-0.74576092813943484,0.8906349046094264,0.85042065957510593,0.82949151907707019,0.84361606380979826,0.9062818285348353,1,0.72540194598783114,-2.5943425772007544E-2,-0.50943462182087318,0.5321273738669825,-2.6739031975901897E-2,2.6739031975911161E-2,2.673903197591122E-2]
[null,"X1964",-0.521580854882846,-0.44230904560170203,-0.44781721792823087,-0.12895619976726563,0.51048410797728772,0.79169422920073773,0.762557121649864,0.71118454455543478,0.62363209718905233,0.54735584803981752,0.42836224856354033,-5.1434581182065939E-2,-0.45162777428874579,-0.59896695051470428,-0.67178071288482777,0.52548780267447248,0.43855497901930768,0.42325542574553815,0.43765790891614365,0.50032787480212426,0.72540194598783114,1,0.50093111067461327,-7.4154066770532392E-2,0.32579498056895279,-2.3115409627109691E-3,2.3115409627133942E-3,2.3115409627092885E-3]
[null,"X1972.5",-0.46007026691138453,-0.23916674017346465,-0.26549189974319193,-8.3980307776240645E-2,0.2001857104009015,0.29303677394898275,0.26348274283759604,0.19041563915408161,7.6754634145344128E-2,3.6548350201235549E-2,4.1576766750955819E-2,-2.6215065202947016E-2,-0.11848478109978512,-0.16135511226839727,-0.20079864001228223,-0.25947075001195907,-0.35658216861043912,-0.37489050617287967,-0.32844525841776195,-0.24153557995710381,-2.5943425772007544E-2,0.50093111067461327,1,0.70734766201943822,-0.13558085881640233,9.9794985333222452E-2,-9.9794985333211073E-2,-9.9794985333211669E-2]
[null,"X1981",-0.17928098459489658,7.6995555287424369E-2,8.4506820649182905E-3,5.8652740794430565E-3,-0.1135404987778771,-0.21197591699148297,-0.22461724035167158,-0.27689260867840154,-0.35810779167999202,-0.34788092133010312,-0.22999858174942309,6.5635048793031087E-2,0.23820795535879088,0.28314533596418429,0.28517121372857157,-0.74055879450828754,-0.80150649887585967,-0.81233245144008193,-0.77772425066182282,-0.67716390365461998,-0.50943462182087318,-7.4154066770532392E-2,0.70734766201943822,1,-0.42757841209071074,0.16439910048262157,-0.16439910048261955,-0.16439910048261927]
[null,"X2474",-9.4833801190769132E-2,-0.19841934411255308,-0.15667780027896314,-1.7235860858017336E-2,0.31002624667919199,0.46600895617140209,0.46248398227366821,0.4833529287466608,0.49758652877839399,0.45801372126884121,0.35364688564943442,1.1757379099411696E-2,-0.26640028189328097,-0.36891059218065003,-0.4132405112541877,0.59103666163241764,0.58674018548717954,0.58355202278734641,0.58416904144098525,0.57713529634170824,0.5321273738669825,0.32579498056895279,-0.13558085881640233,-0.42757841209071074,1,-4.6258836005099238E-2,4.6258836005098426E-2,4.6258836005101341E-2]
[null,"Class-HIGH",-0.15191401074740063,-8.314709438039411E-2,-0.19621076750921837,-0.26487346157567138,-0.2511607386484479,-7.1381996747223911E-2,4.3272472445939972E-2,5.1686485410251573E-2,-5.5347388634865102E-2,-0.1346120666933639,-0.11947453410386943,-1.2581429606057641E-2,5.9988697537532998E-2,8.3776525059642171E-2,0.10474843756887109,-0.11603630936987008,-0.11268312237284484,-0.11416625423744045,-9.7573921751135981E-2,-6.8063535407724821E-2,-2.6739031975901897E-2,-2.3115409627109691E-3,9.9794985333222452E-2,0.16439910048262157,-4.6258836005099238E-2,1,-1,-1]
[null,"Class-LOW",0.15191401074740046,8.3147094380401881E-2,0.19621076750921945,0.26487346157566327,0.25116073864853239,7.1381996747204773E-2,-4.3272472445964799E-2,-5.1686485410229965E-2,5.5347388634850551E-2,0.13461206669336698,0.11947453410384867,1.2581429606066914E-2,-5.9988697537545217E-2,-8.3776525059642615E-2,-0.10474843756886673,0.11603630936987423,0.11268312237285832,0.11416625423744337,9.7573921751163403E-2,6.80635354077406E-2,2.6739031975911161E-2,2.3115409627133942E-3,-9.9794985333211073E-2,-0.16439910048261955,4.6258836005098426E-2,-1,1,1]
[null,"Class",0.15191401074739835,8.3147094380405615E-2,0.1962107675092237,0.26487346157568303,0.25116073864852551,7.138199674723035E-2,-4.3272472445967415E-2,-5.1686485410231027E-2,5.5347388634849427E-2,0.13461206669333853,0.11947453410386114,1.258142960608738E-2,-5.9988697537540152E-2,-8.3776525059641213E-2,-0.10474843756887077,0.11603630936987532,0.11268312237285212,0.11416625423744861,9.7573921751153037E-2,6.8063535407733911E-2,2.673903197591122E-2,2.3115409627092885E-3,-9.9794985333211669E-2,-0.16439910048261927,4.6258836005101341E-2,-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)",1513.7382331213098,1.0928482382967303E-2]
[null,"R²(McFadden)",0,0.99999278046749174]
[null,"R²(Cox and Snell)",0,0.74934128947491363]
[null,"R²(Nagelkerke)",0,0.98861834325259046]
[null,"AIC",1515.7382331213098,54.010928482382965]
[null,"SBC",1520.7358291042917,188.946020022895]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.526:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1513.7273046389269,0]
[null,"Score",26,1093.9999999953434,0]
[null,"Wald",26,0.8120970017714183,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,1.5913187274207654E-28,0.9999999999999899,0,1]
[null,"X1165",1,8.2215032908777859E-30,0.99999999999999767,0,1]
[null,"X1403",1,5.4788774404212329E-28,0.99999999999998135,0,1]
[null,"X1411.5",1,6.1751544431605491E-28,0.99999999999998013,0,1]
[null,"X1420",1,9.5952979422669081E-28,0.99999999999997524,0,1]
[null,"X1428.5",1,1.4794362264583451E-27,0.99999999999996936,0,1]
[null,"X1437",1,9.7155512359883869E-28,0.99999999999997513,0,1]
[null,"X1445.5",1,1.0765889308767041E-28,0.99999999999999167,0,1]
[null,"X1454",1,9.4161683029821476E-30,0.99999999999999756,0,1]
[null,"X1462.5",1,5.4156166593991938E-29,0.99999999999999412,0,1]
[null,"X1471",1,6.4781720794167565E-29,0.99999999999999356,0,1]
[null,"X1479.5",1,2.3998834808326852E-29,0.99999999999999611,0,1]
[null,"X1488",1,1.2803647269286804E-32,0.99999999999999989,0,1]
[null,"X1496.5",1,1.1752328716992542E-29,0.99999999999999722,0,1]
[null,"X1505",1,1.2712940770101964E-30,0.99999999999999911,0,1]
[null,"X1913",1,9.748183445658118E-32,0.99999999999999978,0,1]
[null,"X1921.5",1,4.3866531073356494E-30,0.99999999999999833,0,1]
[null,"X1930",1,1.1428071300248152E-29,0.99999999999999734,0,1]
[null,"X1938.5",1,1.9700547860118994E-31,0.99999999999999967,0,1]
[null,"X1947",1,3.005737799818994E-30,0.99999999999999867,0,1]
[null,"X1955.5",1,2.9492594631572547E-29,0.99999999999999567,0,1]
[null,"X1964",1,2.9982066537272954E-29,0.99999999999999567,0,1]
[null,"X1972.5",1,1.0491363307988755E-30,0.99999999999999922,0,1]
[null,"X1981",1,3.9106445690072835E-33,1,0,1]
[null,"X2474",1,8.0918069905582127E-30,0.99999999999999778,0,1]
[null,"Class",1,0.6589835820521539,0.41691900649760683,1284.2936270638588,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.464254836286311E-3,1,0.94107356570406053]
[]
[]
[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",12.206985943800923,659.6749668991481,3.4241823241480305E-4,0.98523635079367911,-1280.7321906811815,1305.1461625687832]
[null,"X961",1.2868541098213768E-9,102011.8742778383,1.5913187274207649E-28,0.9999999999999899,-199939.59957998968,199939.59957999224]
[null,"X1165",-6.4789965515126261E-10,225960.29409120654,8.2215032908777859E-30,0.99999999999999767,-442874.03835484415,442874.03835484287]
[null,"X1403",-3.5501142333121795E-9,151668.89927769004,5.478877440421232E-28,0.99999999999998135,-297265.58015910897,297265.58015910187]
[null,"X1411.5",1.1509636349924739E-8,463167.08667390386,6.1751544431605509E-28,0.99999999999998013,-907790.80870518147,907790.80870520452]
[null,"X1420",-2.294832982465571E-8,740835.61228841171,9.5952979422669081E-28,0.99999999999997524,-1452011.1185499888,1452011.1185499427]
[null,"X1428.5",2.8398573288235122E-8,738326.40018520167,1.479436226458345E-27,0.99999999999996936,-1447093.1531980736,1447093.1531981304]
[null,"X1437",-2.0917478337972312E-8,671082.02244695171,9.7155512359883887E-28,0.99999999999997513,-1315296.5946683462,1315296.5946683043]
[null,"X1445.5",7.3993804624364209E-9,713132.78595322976,1.0765889308767041E-28,0.99999999999999167,-1397714.5766630338,1397714.5766630487]
[null,"X1454",2.5349832840781828E-9,826110.21760646033,9.4161683029821462E-30,0.99999999999999756,-1619146.2737692061,1619146.2737692113]
[null,"X1462.5",-5.7893690027015453E-9,786696.6009521829,5.415616659399195E-29,0.99999999999999412,-1541897.0046263628,1541897.0046263512]
[null,"X1471",5.8948026248091996E-9,732391.04960428504,6.4781720794167554E-29,0.99999999999999356,-1435460.0798238807,1435460.0798238923]
[null,"X1479.5",-3.768855898115236E-9,769333.16436087701,2.3998834808326852E-29,0.99999999999999611,-1507865.2942595561,1507865.2942595487]
[null,"X1488",-9.2648951947373413E-11,818792.1311989486,1.2803647269286807E-32,0.99999999999999989,-1604803.0879747337,1604803.0879747337]
[null,"X1496.5",2.6558735751184508E-9,774721.18622693769,1.1752328716992541E-29,0.99999999999999722,-1518425.6230649431,1518425.6230649482]
[null,"X1505",-5.6642772256342057E-10,502367.44616333832,1.2712940770101966E-30,0.99999999999999911,-984622.10148550803,984622.10148550686]
[null,"X1913",-1.9223475400950258E-11,61570.12844647032,9.7481834456581213E-32,0.99999999999999978,-120675.23427858688,120675.23427858685]
[null,"X1921.5",2.0635892387408473E-10,98527.30604275348,4.3866531073356487E-30,0.99999999999999833,-193109.97133755221,193109.97133755262]
[null,"X1930",-3.7622098760939595E-10,111290.10406115215,1.1428071300248149E-29,0.99999999999999734,-218124.59579557335,218124.59579557259]
[null,"X1938.5",-5.1571602451070005E-11,116190.72839051107,1.9700547860118996E-31,0.99999999999999967,-227729.64298287727,227729.64298287715]
[null,"X1947",2.0923586336034902E-10,120687.02416966156,3.005737799818994E-30,0.99999999999999867,-236542.22077385141,236542.22077385182]
[null,"X1955.5",-6.5564661086130874E-10,120729.47993186003,2.9492594631572547E-29,0.99999999999999567,-236625.4325386975,236625.43253869616]
[null,"X1964",7.5782595622639745E-10,138400.82991537833,2.9982066537272949E-29,0.99999999999999567,-271260.64206459443,271260.64206459594]
[null,"X1972.5",-1.3154094077640596E-10,128423.64149056221,1.0491363307988757E-30,0.99999999999999922,-251705.7120849858,251705.71208498551]
[null,"X1981",-7.7038586992777093E-12,123192.46231182416,3.9106445690072835E-33,1,-241452.78929798325,241452.78929798325]
[null,"X2474",4.8031374336929766E-11,16885.046298676454,8.0918069905582099E-30,0.99999999999999778,-33094.082622697133,33094.082622697235]
[null,"Class-HIGH",-24.414261867277453,30.075046061358112,0.6589835820521539,0.41691900649760683,-83.360268980922541,34.531745246367635,2.4947141553770794E-11,6.2675119634582746E-37,992993512150351]
[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,"X961",7.5435883470431195E-13,59.799753537651974,1.5913187274207654E-28,0.9999999999999899,-117.20536321816877,117.20536321817028]
[null,"X1165",-1.4906508837842093E-13,51.987666517365099,8.2215032908777859E-30,0.99999999999999767,-101.89395401431457,101.89395401431429]
[null,"X1403",-5.5931081791758714E-12,238.95021549354581,5.4788774404212338E-28,0.99999999999998135,-468.33381646544007,468.33381646542892]
[null,"X1411.5",1.0213710769409778E-11,411.01686598711154,6.1751544431605491E-28,0.99999999999998013,-805.57825437325414,805.5782543732746]
[null,"X1420",-1.0702495557178726E-11,345.5061832254915,9.5952979422669081E-28,0.99999999999997524,-677.17967555787084,677.17967555784946]
[null,"X1428.5",1.1986055515904195E-11,311.62203578528778,1.4794362264583453E-27,0.99999999999996936,-610.76796692820392,610.76796692822779]
[null,"X1437",-8.3042652650856804E-12,266.42040875993501,9.7155512359883887E-28,0.99999999999997513,-522.17440591592037,522.17440591590378]
[null,"X1445.5",2.4576236682021908E-12,236.85929142674942,1.0765889308767043E-28,0.99999999999999167,-464.23568060010314,464.23568060010803]
[null,"X1454",7.8118794334727538E-13,254.57656700282104,9.4161683029821462E-30,0.99999999999999756,-498.96090263337624,498.96090263337783]
[null,"X1462.5",-1.6487752923846056E-12,224.04616421023431,5.4156166593991927E-29,0.99999999999999412,-439.12241272640762,439.12241272640432]
[null,"X1471",1.1474111741115861E-12,142.55840740087032,6.4781720794167554E-29,0.99999999999999356,-279.40934419909291,279.40934419909519]
[null,"X1479.5",-5.4638150743865622E-13,111.53236563813957,2.399883480832686E-29,0.99999999999999611,-218.59941976130673,218.59941976130565]
[null,"X1488",-1.5279138244559319E-14,135.03054166497515,1.2803647269286807E-32,0.99999999999999989,-264.65499847628644,264.65499847628644]
[null,"X1496.5",4.8434308272840298E-13,141.28339959684453,1.1752328716992541E-29,0.99999999999999722,-276.91037482319553,276.91037482319655]
[null,"X1505",-1.024510832184845E-13,90.864353884753655,1.2712940770101966E-30,0.99999999999999911,-178.09086109261938,178.09086109261915]
[null,"X1913",-4.9583299317954807E-14,158.8084383355235,9.748183445658118E-32,0.99999999999999978,-311.25881957867608,311.25881957867597]
[null,"X1921.5",4.104591800297602E-13,195.97619763478815,4.3866531073356487E-30,0.99999999999999833,-384.106289191288,384.10628919128879]
[null,"X1930",-5.7344486357097585E-13,169.63098987557186,1.1428071300248152E-29,0.99999999999999734,-332.4706308179999,332.47063081799877]
[null,"X1938.5",-5.0539036548116462E-14,113.86435925181294,1.9700547860118996E-31,0.99999999999999967,-223.17004325628346,223.17004325628335]
[null,"X1947",1.1283705618196054E-13,65.084294384145181,3.0057377998189933E-30,0.99999999999999867,-127.56287295212691,127.56287295212714]
[null,"X1955.5",-1.9014857031401942E-13,35.013584488205886,2.9492594631572552E-29,0.99999999999999567,-68.625364566534003,68.625364566533634]
[null,"X1964",1.4001092377227707E-13,25.570024209507189,2.998206653727296E-29,0.99999999999999567,-50.116326534451204,50.116326534451488]
[null,"X1972.5",-2.2032418836319701E-14,21.510287528010032,1.0491363307988753E-30,0.99999999999999922,-42.159388852000781,42.159388852000738]
[null,"X1981",-1.7408309206910283E-15,27.837640325437757,3.9106445690072835E-33,1,-54.56077245243786,54.56077245243786]
[null,"X2474",2.6764708250862361E-14,9.4089195702840716,8.0918069905582155E-30,0.99999999999999778,-18.441143491190829,18.441143491190886]
[null,"Class-HIGH",-6.7213209273315373,8.2797521211812981,0.65898358205215413,0.41691900649760683,-22.949336885765995,9.5066950311029217]
[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",4.9954106390779251E-6,0.99999500458936086]
[null,"Obs4","HIGH","HIGH",0.99999500603771141,4.9939622886866044E-6]
[null,"Obs6","LOW","LOW",4.9954106390782792E-6,0.99999500458936086]
[null,"Obs7","LOW","LOW",4.9954106390876059E-6,0.99999500458936086]
[null,"Obs8","HIGH","HIGH",0.99999500603771141,4.9939622886910844E-6]
[null,"Obs10","HIGH","HIGH",0.99999500603771141,4.9939622886857523E-6]
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[null,"Obs1381","HIGH","HIGH",0.99999500603771141,4.9939622886953246E-6]
[null,"Obs1386","LOW","LOW",4.9954106390800808E-6,0.99999500458936086]
[null,"Obs1403","LOW","LOW",4.9954106390748013E-6,0.99999500458936086]
[null,"Obs1407","LOW","LOW",4.9954106390831513E-6,0.99999500458936086]
[null,"Obs1411","LOW","LOW",4.995410639080285E-6,0.99999500458936086]
[null,"Obs1420","LOW","LOW",4.9954106390807466E-6,0.99999500458936086]
[null,"Obs1427","HIGH","HIGH",0.99999500603771141,4.9939622886871364E-6]
[null,"Obs1428","HIGH","HIGH",0.99999500603771141,4.9939622886881748E-6]
[null,"Obs1435","HIGH","HIGH",0.99999500603771141,4.9939622886874032E-6]
[null,"Obs1444","LOW","LOW",4.9954106390776227E-6,0.99999500458936086]
[null,"Obs1454","LOW","LOW",4.9954106390765758E-6,0.99999500458936086]
[null,"Obs1463","LOW","LOW",4.9954106390789805E-6,0.99999500458936086]
[null,"Obs1475","LOW","LOW",4.995410639084056E-6,0.99999500458936086]
[null,"Obs1484","LOW","LOW",4.9954106390827608E-6,0.99999500458936086]
[null,"Obs1497","LOW","LOW",4.9954106390881912E-6,0.99999500458936086]
[null,"Obs1499","HIGH","HIGH",0.99999500603771141,4.993962288690721E-6]
[null,"Obs1510","LOW","LOW",4.9954106390789805E-6,0.99999500458936086]
[null,"Obs1537","LOW","LOW",4.9954106390823788E-6,0.99999500458936086]
[null,"Obs1541","LOW","LOW",4.9954106390822103E-6,0.99999500458936086]
[null,"Obs1546","LOW","LOW",4.995410639077898E-6,0.99999500458936086]
[null,"Obs1556","LOW","LOW",4.9954106390881912E-6,0.99999500458936086]
[null,"Obs1560","LOW","LOW",4.9954106390755729E-6,0.99999500458936086]
[null,"Obs1561","LOW","LOW",4.9954106390744989E-6,0.99999500458936086]
[null,"Obs1562","LOW","LOW",4.9954106390781293E-6,0.99999500458936086]
[null,"Obs1563","LOW","LOW",4.9954106390820155E-6,0.99999500458936086]
[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",519,0,519,1]
[null,"LOW",0,575,575,1]
[null,"Total",519,575,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000062]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",219,0,219,1]
[null,"LOW",0,251,251,1]
[null,"Total",219,251,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,0.999999999999994]

{"sheet":"XLSTAT_20230729_142202_1_HID","index":53,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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[24,23,5.6232220418691699E-2,1.9750286032577899,24,23,5.6232220418691699E-2,1.9750286032577899,24,23,1.5,1.5,24,23,0.5,0.5,24,23,1.0329041487839761,1,24,23,1.0329041487839761,1,24,23,6.3693978722811198E-2,1.96704120807466,24,23,6.3693978722811198E-2,1.96704120807466,24,23,1.5,1.5,24,23,0.5,0.5,24,23,1.0329041487839761,1,24,23,1.0329041487839761,1]
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{"sheet":"Log(Binary)4","index":55,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:21:56 / End time: 07/29/2023 at 14:22:00 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 542946061"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6296814181248335E-3,1.069612313921605E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4927014886393382E-3,4.2273517380662045E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7483467902846705E-2,2.7345467117340493E-3]
[null,"X1411.5",1094,0,1094,-3.6163342857142997E-2,-2.3136199999999999E-2,-2.6659266531731556E-2,1.4984531782501272E-3]
[null,"X1420",1094,0,1094,-2.2335085714285802E-2,-1.4997971428571399E-2,-1.9791886693653716E-2,8.1136922487406353E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4092207704361447E-2,7.6097979299947008E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.2966285714284899E-3,-1.043416973100026E-2,7.1394662227996391E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0924733611909003E-3,5.9587586685881308E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6515222904152449E-3,5.4669142017730492E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5193099373204644E-3,4.9541854522888826E-4]
[null,"X1471",1094,0,1094,-8.3399857142857393E-3,-5.9522714285714703E-3,-7.1855549751893419E-3,3.3100722308659344E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.2580764951684587E-3,2.478915703594234E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.40075714285726E-3,-2.054408984068948E-3,2.9433621728720008E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1410248106555319E-4,3.3333951211521968E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1293180726038104E-3,3.3526412439318157E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.3069150835727335E-2,4.4564203526289859E-3]
[null,"X1921.5",1094,0,1094,-2.67028714285714E-2,-3.53902857142852E-3,-1.5370435466179151E-2,3.4354741162503947E-3]
[null,"X1930",1094,0,1094,-2.0083642857142901E-2,-2.3396999999999398E-3,-1.1486956163489144E-2,2.622356792521742E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-1.8199285714287599E-3,-7.7818646513449921E-3,1.6879121090697246E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8423531600940246E-3,9.3301623080796546E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.192003303734656E-3,5.0825714257179012E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2755801514755779E-3,3.3361638232706417E-4]
[null,"X1972.5",1094,0,1094,-2.2181714285715599E-3,-2.7900000000080601E-5,-1.4815585923217535E-3,3.0883132638765987E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,7.7510000000002898E-4,-6.1201419430660816E-4,4.0715869406629561E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.729783311569596E-3,9.8474391481463371E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",501,501,45.795246800731263]
[null,"","LOW",593,593,54.204753199268737]
[null,"Class","HIGH",501,501,45.795246800731263]
[null,"","LOW",593,593,54.204753199268737]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.49444857142857E-2,-6.8498714285714201E-3,-8.5902802431610994E-3,1.0633637766638703E-3]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.7539571428571502E-3,-5.4774113069908856E-3,4.0634807654021872E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.1819114285714401E-2,-2.7434084072948336E-2,3.0005743073801428E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6649687264437682E-2,1.7813947358429622E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.7335199999999999E-2,-1.9802368449848031E-2,9.146992664146224E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.15914857142857E-2,-1.4103382340425534E-2,7.4790386722770009E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-7.9965428571429093E-3,-1.0438170091185413E-2,6.9328330699368204E-4]
[null,"X1445.5",470,0,470,-1.1062728571428501E-2,-7.1799857142856903E-3,-9.0927317021276492E-3,5.8401290213829014E-4]
[null,"X1454",470,0,470,-1.1316914285714399E-2,-8.3018428571429194E-3,-9.6480040121580506E-3,5.7059364232494322E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.2398714285714103E-3,-9.5136341641337361E-3,5.4747618814110011E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.3376571428571098E-3,-7.1795520668693049E-3,3.7775110297521338E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2527688145896697E-3,2.7098420366418122E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.45917142857144E-3,-2.0475294224924015E-3,2.8992057792285632E-4]
[null,"X1496.5",470,0,470,-1.9733571428571799E-3,3.4300000000003799E-4,-3.0676258358662719E-4,3.1279460243391832E-4]
[null,"X1505",470,0,470,-2.61542857142805E-4,1.87641428571428E-3,1.137857659574467E-3,3.0923279578461241E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-9.7763428571426801E-3,-2.2932813920972649E-2,4.6747090724871482E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-5.3916142857144403E-3,-1.5255348237082078E-2,3.6172506051119686E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-4.16030000000001E-3,-1.1397026474164126E-2,2.7687089006876902E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-3.0726142857141498E-3,-7.7385005167173197E-3,1.7755875910259041E-3]
[null,"X1947",470,0,470,-8.3008571428571098E-3,-2.0010571428571398E-3,-4.8236460790273576E-3,9.7830415848981084E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.52140000000001E-3,-3.1793917325228013E-3,5.1779962858138941E-4]
[null,"X1964",470,0,470,-3.1523714285713899E-3,-1.3017857142857399E-3,-2.2594198176291787E-3,3.200418004969391E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-6.1495714285708701E-4,-1.4859656534954382E-3,3.0232927911965003E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,6.5140000000002397E-4,-6.3621209726443949E-4,3.9966327956839363E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-8.6435714285715303E-4,-3.7338758054711232E-3,1.0008804198048133E-3]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",237,237,50.425531914893618]
[null,"","LOW",233,233,49.574468085106382]
[null,"Class","HIGH",237,237,50.425531914893618]
[null,"","LOW",233,233,49.574468085106382]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1420",-1.5288232588175344E-2,-7.4725553565352237E-2,0.22242664774431714,0.62890717638871541,1,0.74341526021071347,0.52413815465603375,0.55015389256063063,0.74318174535799708,0.8454847653694928,0.80273150352148692,0.32488028086357229,-0.14045368995310781,-0.35810504762227213,-0.50782835336496113,0.44873899696598529,0.37472705823811941,0.36369907242625632,0.38114431943569294,0.42491186651507651,0.47456476340456671,0.52892773248695046,0.26962301995257004,-5.4482707156876885E-2,0.26321387344179614,-0.27404210437060023,0.2740421043706765,0.27404210437062831]
[null,"X1428.5",-0.54819434693910585,-0.50011552191285613,-0.44555567398093854,-3.4657830910996126E-2,0.74341526021071347,1,0.94986101733768158,0.91369603127659349,0.85781048102671631,0.79361436642387462,0.66729504060773115,4.9111724431674324E-2,-0.47557986924682705,-0.67024972412777306,-0.77421203701700225,0.71492767120093026,0.62969129482962327,0.6113440489904538,0.64743507436021963,0.7313096761054485,0.82820373021681148,0.79609841780470481,0.36507899616244105,-0.12811248231327779,0.44246780746817232,-7.0134651267834955E-2,7.01346512678135E-2,7.0134651267809434E-2]
[null,"X1437",-0.63768538120580442,-0.55006156180155563,-0.60969536647346956,-0.27428833943021186,0.52413815465603375,0.94986101733768158,1,0.9709257254626128,0.82928584082539425,0.70287887337025234,0.58529492874122513,3.6973081701060388E-2,-0.44671191421750167,-0.62028353251631874,-0.70285117578434408,0.71278781098628141,0.64363498719701295,0.62833730001864985,0.66960966454201865,0.7554794677263551,0.84788749010655318,0.76814006668892687,0.33158768108973369,-0.14293635076814812,0.45323620702034356,5.8094359977213079E-2,-5.8094359977226763E-2,-5.809435997726E-2]
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[null,"X1454",-0.22676706362138496,-0.33885533873386575,-0.12678526107940177,0.19691892685462184,0.74318174535799708,0.85781048102671631,0.82928584082539425,0.91730193270962945,1,0.9623788917613556,0.84580563185005686,0.28512424921598573,-0.23770875007109837,-0.46498326908000953,-0.5961356962059976,0.73223672451132127,0.68893926443394571,0.68171574709566174,0.70987590549016122,0.75774893499453566,0.77793231587742284,0.63374259818512446,0.15499867608747833,-0.28212142059472162,0.46841285586493026,-4.5472175389804477E-2,4.5472175389759728E-2,4.5472175389769935E-2]
[null,"X1462.5",-3.5368383446616483E-2,-0.15996450283840574,8.6792102591617362E-2,0.41977245486873443,0.8454847653694928,0.79361436642387462,0.70287887337025234,0.79877209225294743,0.9623788917613556,1,0.92830004515460485,0.40445511043630361,-0.11865074411743068,-0.35527347334908183,-0.50496582413277769,0.68507766362858769,0.64448754590954116,0.64102940145687759,0.66338659094205277,0.69538160193231657,0.69061882152656495,0.56179899106397035,0.10851880941001621,-0.28845481995651728,0.42654473627227457,-0.13314693275115053,0.13314693275118666,0.13314693275114123]
[null,"X1471",0.13542284147491859,0.13340391139828092,0.23703985732449351,0.52482248592527569,0.80273150352148692,0.66729504060773115,0.58529492874122513,0.6840287867347874,0.84580563185005686,0.92830004515460485,1,0.69367194199038473,0.20165952827835373,-5.3538543144448378E-2,-0.22194330775541166,0.51181325910233455,0.48148998896978285,0.48664703145743854,0.51304005625740334,0.53844045559318454,0.52171395579129853,0.43628452994095279,0.10072191802723909,-0.17998043283133977,0.30862476517192439,-0.11266724992050384,0.11266724992047179,0.11266724992048138]
[null,"X1479.5",0.50927339148812234,0.67450941913270723,0.53584433922769914,0.55635538049753996,0.32488028086357229,4.9111724431674324E-2,3.6973081701060388E-2,0.15334276343777212,0.28512424921598573,0.40445511043630361,0.69367194199038473,1,0.8282250347559752,0.64384263479046433,0.50210303356692965,-9.3070101985764847E-2,-7.2556273377866631E-2,-5.0741449120600225E-2,-3.2582451570166059E-2,-4.158762912215061E-2,-8.8474428359007651E-2,-8.0803499943939441E-2,-2.606552256246817E-2,8.5566437211043372E-2,-5.5549787686958396E-2,1.6382970078661945E-2,-1.6382970078619191E-2,-1.6382970078631983E-2]
[null,"X1488",0.67483597108981253,0.8532120877248125,0.64436950424522865,0.4443524266377879,-0.14045368995310781,-0.47557986924682705,-0.44671191421750167,-0.34498131335639159,-0.23770875007109837,-0.11865074411743068,0.20165952827835373,0.8282250347559752,1,0.95449379607930607,0.88329557081986265,-0.51150675134989843,-0.45343985713731638,-0.42688413579205997,-0.4273126229280988,-0.46892121825002675,-0.53607719271601417,-0.48226918696629589,-0.16073673587471499,0.21318257098564722,-0.31216055586840297,9.0628595770728584E-2,-9.0628595770734094E-2,-9.0628595770748346E-2]
[null,"X1496.5",0.67572779886982592,0.85000079457469935,0.60676595423498147,0.32191493947186961,-0.35810504762227213,-0.67024972412777306,-0.62028353251631874,-0.54058704893152931,-0.46498326908000953,-0.35527347334908183,-5.3538543144448378E-2,0.64384263479046433,0.95449379607930607,1,0.97799841357832995,-0.63447841221709134,-0.56462623580589844,-0.53805133551170292,-0.54705159619017574,-0.60026920441895693,-0.67602177273701947,-0.61887842659794423,-0.22390285307178703,0.23110991594159236,-0.39055201219836422,0.11579814588526952,-0.11579814588527131,-0.11579814588527022]
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[null,"X1947",-0.26612715776999168,-0.383150601612255,-0.37892131983464017,-0.15580445588646635,0.42491186651507651,0.7313096761054485,0.7554794677263551,0.77097488501570122,0.75774893499453566,0.69538160193231657,0.53844045559318454,-4.158762912215061E-2,-0.46892121825002675,-0.60026920441895693,-0.6493951682346778,0.97104522666908899,0.9524616740361872,0.94574133745465405,0.96812089049235106,1,0.89771808665203534,0.48616649222574948,-0.19887554852566616,-0.64179446670001727,0.58702132150113195,-6.5321272614875803E-2,6.5321272614876649E-2,6.5321272614874928E-2]
[null,"X1955.5",-0.44663576822918927,-0.49831244110991135,-0.49749872639484682,-0.21589392083658412,0.47456476340456671,0.82820373021681148,0.84788749010655318,0.83682071080889064,0.77793231587742284,0.69061882152656495,0.52171395579129853,-8.8474428359007651E-2,-0.53607719271601417,-0.67602177273701947,-0.73145107194892411,0.87286432786907897,0.82502934441446341,0.80186863804396658,0.82004380377182162,0.89771808665203534,1,0.72103713312113571,2.4976870110381039E-2,-0.44765435086869559,0.53085090462479589,-2.6024952528506486E-2,2.6024952528511287E-2,2.6024952528504501E-2]
[null,"X1964",-0.56795711402289617,-0.49784364804921194,-0.48731141460683319,-0.15058834170959792,0.52892773248695046,0.79609841780470481,0.76814006668892687,0.71679438446278887,0.63374259818512446,0.56179899106397035,0.43628452994095279,-8.0803499943939441E-2,-0.48226918696629589,-0.61887842659794423,-0.68678017468251762,0.50409740087835941,0.40661116142001758,0.38898711969958305,0.40762168589780573,0.48616649222574948,0.72103713312113571,1,0.54962554540103603,-8.9191096016587954E-3,0.31466478067115766,-1.3033855780024492E-2,1.3033855780046478E-2,1.3033855780019341E-2]
[null,"X1972.5",-0.50524230373363754,-0.29944827056847878,-0.3075030535344771,-8.4751975273758051E-2,0.26962301995257004,0.36507899616244105,0.33158768108973369,0.26235612662776198,0.15499867608747833,0.10851880941001621,0.10072191802723909,-2.606552256246817E-2,-0.16073673587471499,-0.22390285307178703,-0.27183945577117352,-0.22219171847738398,-0.32993076929930953,-0.34956465099082862,-0.29768994559550677,-0.19887554852566616,2.4976870110381039E-2,0.54962554540103603,1,0.70935367639132552,-0.12938561285860567,9.1176943723465756E-2,-9.1176943723468365E-2,-9.1176943723462772E-2]
[null,"X1981",-0.22845215400664673,2.6942206818723644E-2,-3.1821991858774337E-2,2.9379360342116473E-3,-5.4482707156876885E-2,-0.12811248231327779,-0.14293635076814812,-0.1933133318520171,-0.28212142059472162,-0.28845481995651728,-0.17998043283133977,8.5566437211043372E-2,0.21318257098564722,0.23110991594159236,0.21656025795461636,-0.71743678690208168,-0.78734682663393851,-0.79864244655872529,-0.75739983611284034,-0.64179446670001727,-0.44765435086869559,-8.9191096016587954E-3,0.70935367639132552,1,-0.43380018906641754,0.16246216255490278,-0.16246216255490872,-0.16246216255490548]
[null,"X2474",-0.13268385341648523,-0.24710004851694012,-0.20907795965390896,-8.0123595962254587E-2,0.26321387344179614,0.44246780746817232,0.45323620702034356,0.46711612508725681,0.46841285586493026,0.42654473627227457,0.30862476517192439,-5.5549787686958396E-2,-0.31216055586840297,-0.39055201219836422,-0.41667172029826521,0.6049322450210709,0.60113912594689023,0.5969963457916575,0.59548311455322211,0.58702132150113195,0.53085090462479589,0.31466478067115766,-0.12938561285860567,-0.43380018906641754,1,-5.5717386175684863E-2,5.5717386175674906E-2,5.5717386175678021E-2]
[null,"Class-HIGH",-0.15938035907283579,-7.4645407936126729E-2,-0.20861902715115149,-0.29597162546130662,-0.27404210437060023,-7.0134651267834955E-2,5.8094359977213079E-2,7.1098517086077492E-2,-4.5472175389804477E-2,-0.13314693275115053,-0.11266724992050384,1.6382970078661945E-2,9.0628595770728584E-2,0.11579814588526952,0.12955111999737498,-0.12895981610320029,-0.12196280853763615,-0.12263170819680749,-0.10331949780571616,-6.5321272614875803E-2,-2.6024952528506486E-2,-1.3033855780024492E-2,9.1176943723465756E-2,0.16246216255490278,-5.5717386175684863E-2,1,-1.0000000000000011,-1]
[null,"Class-LOW",0.15938035907283599,7.4645407936140204E-2,0.20861902715113595,0.2959716254613326,0.2740421043706765,7.01346512678135E-2,-5.8094359977226763E-2,-7.10985170861404E-2,4.5472175389759728E-2,0.13314693275118666,0.11266724992047179,-1.6382970078619191E-2,-9.0628595770734094E-2,-0.11579814588527131,-0.12955111999737312,0.12895981610318855,0.12196280853762424,0.12263170819679503,0.10331949780569874,6.5321272614876649E-2,2.6024952528511287E-2,1.3033855780046478E-2,-9.1176943723468365E-2,-0.16246216255490872,5.5717386175674906E-2,-1.0000000000000011,1,1]
[null,"Class",0.15938035907283618,7.4645407936133765E-2,0.20861902715114167,0.29597162546132472,0.27404210437062831,7.0134651267809434E-2,-5.809435997726E-2,-7.1098517086112811E-2,4.5472175389769935E-2,0.13314693275114123,0.11266724992048138,-1.6382970078631983E-2,-9.0628595770748346E-2,-0.11579814588527022,-0.12955111999737148,0.12895981610318771,0.12196280853762731,0.12263170819680252,0.10331949780570725,6.5321272614874928E-2,2.6024952528504501E-2,1.3033855780019341E-2,-9.1176943723462772E-2,-0.16246216255490548,5.5717386175678021E-2,-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)",1508.8601402661184,1.0849799069249176E-2]
[null,"R²(McFadden)",0,0.99999280927451151]
[null,"R²(Cox and Snell)",0,0.74822113703280269]
[null,"R²(Nagelkerke)",0,0.98858699636065028]
[null,"AIC",1510.8601402661184,54.010849799069248]
[null,"SBC",1515.8577362491003,188.94594133958128]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.542:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1508.8492904670491,0]
[null,"Score",26,1094.0000000068685,0]
[null,"Wald",26,0.80353226255529997,0.99999999999999922]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,3.6696048789149872E-29,0.99999999999999512,1.1146639167236572E-13,0.99999973361360983]
[null,"X1165",1,6.2815920033793277E-29,0.99999999999999367,7.3718808835110394E-14,0.99999978336470441]
[null,"X1403",1,3.8780412906161021E-28,0.99999999999998423,0,1]
[null,"X1411.5",1,2.280125610697388E-28,0.9999999999999879,0,1]
[null,"X1420",1,6.4999482073995267E-29,0.99999999999999356,4.4408920985006262E-15,0.99999994682895788]
[null,"X1428.5",1,5.2460892638265737E-30,0.99999999999999822,0,1]
[null,"X1437",1,3.9046560286866843E-29,0.999999999999995,0,1]
[null,"X1445.5",1,8.1072908681424642E-29,0.99999999999999278,2.3980817331903381E-14,0.99999987644166366]
[null,"X1454",1,9.1310331907410763E-30,0.99999999999999756,0,1]
[null,"X1462.5",1,1.4650265960916009E-29,0.99999999999999689,5.3290705182007514E-15,0.99999994175404172]
[null,"X1471",1,4.9111052915291964E-29,0.99999999999999445,0,1]
[null,"X1479.5",1,1.0678774956452574E-29,0.99999999999999745,4.0412118096355698E-14,0.99999983960313776]
[null,"X1488",1,6.3818757717886267E-32,0.99999999999999978,4.3964831775156199E-14,0.99999983270122172]
[null,"X1496.5",1,6.1757468363171993E-30,0.999999999999998,0,1]
[null,"X1505",1,9.4476972559573336E-32,0.99999999999999978,5.5067062021407764E-14,0.99999981276543992]
[null,"X1913",1,1.1588030140534731E-28,0.99999999999999145,4.2632564145606011E-14,0.99999983525555158]
[null,"X1921.5",1,6.5706085669327297E-29,0.99999999999999356,8.482103908136196E-14,0.99999976762368759]
[null,"X1930",1,3.1879430987409566E-29,0.99999999999999545,4.3520742565306136E-14,0.99999983354830968]
[null,"X1938.5",1,3.2790170492122041E-29,0.99999999999999545,0,1]
[null,"X1947",1,2.9017711434793615E-30,0.99999999999999867,5.8619775700208265E-14,0.99999980682001066]
[null,"X1955.5",1,2.5253698900412751E-30,0.99999999999999878,4.6185277824406512E-14,0.99999982852854152]
[null,"X1964",1,3.0222305926219091E-29,0.99999999999999556,3.5083047578154947E-14,0.9999998505524782]
[null,"X1972.5",1,5.3605686721115879E-30,0.99999999999999811,1.0791367799356522E-13,0.99999973789318752]
[null,"X1981",1,5.3138629341474268E-30,0.99999999999999811,1.0347278589506459E-13,0.9999997433429888]
[null,"X2474",1,6.2092801900341537E-31,0.99999999999999933,3.1974423109204508E-14,0.9999998573271226]
[null,"Class",1,0.62705541270690368,0.428437469446729,1235.0051692660184,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4249129806796144E-3,1,0.9412856951673314]
[]
[]
[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",12.213756477131819,665.66267824645934,3.3665889775385594E-4,0.98536102252837654,-1292.4611187384023,1316.8886316926657]
[null,"X961",6.0316451559020698E-10,99569.455373733115,3.6696048789149883E-29,0.99999999999999512,-195152.5464927844,195152.54649278562]
[null,"X1165",-1.7086638814989521E-9,215586.60662403834,6.2815920033793277E-29,0.99999999999999367,-422541.98453232099,422541.98453231761]
[null,"X1403",-2.8513487099897234E-9,144791.85057718397,3.8780412906161017E-28,0.99999999999998423,-283786.81238618842,283786.81238618272]
[null,"X1411.5",6.8763270010312691E-9,455383.33662106108,2.2801256106973889E-28,0.9999999999999879,-892534.9389369525,892534.93893696624]
[null,"X1420",-6.0211648139693693E-9,746836.55505583051,6.4999482073995267E-29,0.99999999999999356,-1463772.7502473986,1463772.7502473865]
[null,"X1428.5",1.726552567898385E-9,753810.12718434283,5.2460892638265737E-30,0.99999999999999822,-1477440.7004628675,1477440.7004628708]
[null,"X1437",-4.2761711368893574E-9,684327.01824604499,3.9046560286866843E-29,0.999999999999995,-1341256.3094099364,1341256.309409928]
[null,"X1445.5",6.5432159855185354E-9,726697.01935173909,8.107290868142463E-29,0.99999999999999278,-1424299.9856020084,1424299.9856020215]
[null,"X1454",-2.5714682219420968E-9,850983.62052270118,9.1310331907410749E-30,0.99999999999999756,-1667897.2476579968,1667897.2476579917]
[null,"X1462.5",3.1402538858438446E-9,820430.89683448104,1.4650265960916015E-29,0.99999999999999689,-1608015.0095994761,1608015.0095994822]
[null,"X1471",-5.2585084234568526E-9,750365.6611776849,4.9111052915291964E-29,0.99999999999999445,-1470689.6711438524,1470689.6711438417]
[null,"X1479.5",2.4996497567949608E-9,764924.27539037273,1.0678774956452574E-29,0.99999999999999745,-1499224.0306655257,1499224.0306655308]
[null,"X1488",-2.0577348755099054E-10,814545.30589961028,6.3818757717886267E-32,0.99999999999999978,-1596479.4633393972,1596479.4633393968]
[null,"X1496.5",1.9680253047561756E-9,791928.43308149686,6.1757468363171986E-30,0.999999999999998,-1552151.2071729698,1552151.2071729735]
[null,"X1505",1.57911181680177E-10,513747.71036958072,9.4476972559573314E-32,0.99999999999999978,-1006927.0094642927,1006927.0094642929]
[null,"X1913",6.7139589322802919E-10,62369.731204889729,1.1588030140534733E-28,0.99999999999999145,-122242.42688702712,122242.42688702846]
[null,"X1921.5",-8.3467022958050845E-10,102970.33505116864,6.5706085669327274E-29,0.99999999999999356,-201818.1481763137,201818.14817631201]
[null,"X1930",6.6285852229899119E-10,117399.31523477325,3.1879430987409561E-29,0.99999999999999545,-230098.42966981934,230098.42966982067]
[null,"X1938.5",-6.7667966768014981E-10,118171.10320165637,3.279017049212203E-29,0.99999999999999545,-231611.10628861297,231611.10628861163]
[null,"X1947",-2.0734828184657991E-10,121721.9390798957,2.9017711434793611E-30,0.99999999999999867,-238570.61672497424,238570.61672497384]
[null,"X1955.5",1.9490893014733776E-10,122650.47616890863,2.5253698900412748E-30,0.99999999999999878,-240390.51597774884,240390.51597774925]
[null,"X1964",-7.9511919598655513E-10,144633.34809334882,3.0222305926219086E-29,0.99999999999999556,-283476.15322640934,283476.15322640771]
[null,"X1972.5",3.0636107701949979E-10,132320.8114941059,5.3605686721115893E-30,0.99999999999999811,-259344.02493356081,259344.02493356145]
[null,"X1981",2.8165190573487699E-10,122182.081670585,5.3138629341474254E-30,0.99999999999999811,-239472.47963047773,239472.47963047831]
[null,"X2474",1.3884268347959925E-11,17619.856622388746,6.2092801900341555E-31,0.99999999999999933,-34534.284392641486,34534.284392641515]
[null,"Class-HIGH",-24.428808139655718,30.849584433002256,0.62705541270690368,0.428437469446729,-84.892882566367632,36.035266287056189,2.4586880219822852E-11,1.3535975155266513E-37,4465985435180931]
[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,"X961",3.5552844442406184E-13,58.690079847510738,3.6696048789149872E-29,0.99999999999999512,-115.03044275090069,115.0304427509014]
[null,"X1165",-3.9804960638028895E-13,50.222963589701926,6.2815920033793299E-29,0.99999999999999367,-98.435199832682613,98.435199832681818]
[null,"X1403",-4.2968268611696607E-12,218.19341515782199,3.878041290616103E-28,0.99999999999998423,-427.65123537313121,427.65123537312257]
[null,"X1411.5",5.6782155286535128E-12,376.0386516092039,2.280125610697388E-28,0.9999999999999879,-737.02221394903859,737.02221394904996]
[null,"X1420",-2.6922241808946401E-12,333.93064212966857,6.4999482073995267E-29,0.99999999999999356,-654.49203190848664,654.49203190848118]
[null,"X1428.5",7.2404424357087565E-13,316.11657442762282,5.2460892638265737E-30,0.99999999999999822,-619.57710079431536,619.57710079431672]
[null,"X1437",-1.6824144729885676E-12,269.2412541261786,3.9046560286866854E-29,0.999999999999995,-527.70316123970792,527.70316123970451]
[null,"X1445.5",2.1486180883849535E-12,238.62797193463575,8.107290868142463E-29,0.99999999999999278,-467.70223069571864,467.70223069572296]
[null,"X1454",-7.7470363625460982E-13,256.37497659377823,9.1310331907410749E-30,0.99999999999999756,-502.48572066110535,502.48572066110376]
[null,"X1462.5",8.5733231964139088E-13,223.98887142832419,1.4650265960916009E-29,0.99999999999999689,-439.01012093728718,439.01012093728889]
[null,"X1471",-9.5920673492426483E-13,136.87451609792788,4.9111052915291964E-29,0.99999999999999445,-268.26912195328742,268.26912195328549]
[null,"X1479.5",3.4147042434625363E-13,104.4942461239887,1.0678774956452574E-29,0.99999999999999745,-204.80495899468161,204.80495899468229]
[null,"X1488",-3.3376846167266992E-14,132.12077850672486,6.3818757717886267E-32,0.99999999999999978,-258.95196748257439,258.95196748257428]
[null,"X1496.5",3.6151776911108189E-13,145.47384107885114,6.1757468363171986E-30,0.999999999999998,-285.12348920725128,285.12348920725196]
[null,"X1505",2.9175085769661984E-14,94.918126471607167,9.4476972559573379E-32,0.99999999999999978,-186.03610936436789,186.03610936436795]
[null,"X1913",1.6488342649797936E-12,153.16946520742948,1.1588030140534733E-28,0.99999999999999145,-300.20663533782096,300.20663533782425]
[null,"X1921.5",-1.5802062643389904E-12,194.94449750618151,6.5706085669327297E-29,0.99999999999999356,-382.08419409637565,382.08419409637247]
[null,"X1930",9.5791020405634915E-13,169.65611548989276,3.1879430987409561E-29,0.99999999999999545,-332.51987611715674,332.51987611715867]
[null,"X1938.5",-6.294266554572566E-13,109.91913280756431,3.2790170492122041E-29,0.99999999999999545,-215.43754151470171,215.43754151470046]
[null,"X1947",-1.0661095028402696E-13,62.584996992277539,2.9017711434793618E-30,0.99999999999999867,-122.66434007741167,122.66434007741144]
[null,"X1955.5",5.4591798582818693E-14,34.353018540701889,2.5253698900412755E-30,0.99999999999999878,-67.330679100012361,67.330679100012475]
[null,"X1964",-1.4618128719302378E-13,26.590590570624215,3.0222305926219097E-29,0.99999999999999556,-52.11659984607396,52.116599846073662]
[null,"X1972.5",5.2139529632925901E-14,22.519652101597124,5.3605686721115893E-30,0.99999999999999811,-44.137707063502042,44.137707063502141]
[null,"X1981",6.3195853188762128E-14,27.414694302902745,5.3138629341474275E-30,0.99999999999999811,-53.731813480864709,53.731813480864837]
[null,"X2474",7.5345701262038763E-15,9.5617602604571168,6.2092801900341537E-31,0.99999999999999933,-18.740705739302264,18.740705739302278]
[null,"Class-HIGH",-6.710299755065475,8.4740097708084168,0.62705541270690368,0.428437469446729,-23.319053710490486,9.8984542003595379]
[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,"Obs2","LOW","LOW",4.9617034492113995E-6,0.9999950382965509]
[null,"Obs3","LOW","LOW",4.961703449171755E-6,0.9999950382965509]
[null,"Obs4","HIGH","HIGH",0.99999504471868483,4.9552813150454009E-6]
[null,"Obs6","LOW","LOW",4.9617034492260032E-6,0.9999950382965509]
[null,"Obs7","LOW","LOW",4.9617034492234392E-6,0.9999950382965509]
[null,"Obs8","HIGH","HIGH",0.99999504471868483,4.9552813150388524E-6]
[null,"Obs11","HIGH","HIGH",0.99999504471868483,4.9552813150453577E-6]
[null,"Obs12","HIGH","HIGH",0.99999504471868483,4.9552813150395572E-6]
[null,"Obs15","LOW","LOW",4.9617034492286036E-6,0.9999950382965509]
[null,"Obs17","LOW","LOW",4.961703449225722E-6,0.9999950382965509]
[null,"Obs18","LOW","LOW",4.9617034492304374E-6,0.9999950382965509]
[null,"Obs19","LOW","LOW",4.9617034492245319E-6,0.9999950382965509]
[null,"Obs20","LOW","LOW",4.9617034492228573E-6,0.9999950382965509]
[null,"Obs21","HIGH","HIGH",0.99999504471868483,4.9552813150396351E-6]
[null,"Obs22","LOW","LOW",4.9617034492188644E-6,0.9999950382965509]
[null,"Obs24","HIGH","HIGH",0.99999504471868483,4.9552813150352348E-6]
[null,"Obs25","HIGH","HIGH",0.99999504471868483,4.9552813150374879E-6]
[null,"Obs26","HIGH","HIGH",0.99999504471868483,4.9552813150385263E-6]
[null,"Obs27","LOW","LOW",4.9617034492218172E-6,0.9999950382965509]
[null,"Obs28","LOW","LOW",4.9617034492214207E-6,0.9999950382965509]
[null,"Obs30","LOW","LOW",4.9617034492203628E-6,0.9999950382965509]
[null,"Obs31","LOW","LOW",4.961703449221702E-6,0.9999950382965509]
[null,"Obs33","HIGH","HIGH",0.99999504471868483,4.9552813150452255E-6]
[null,"Obs34","HIGH","HIGH",0.99999504471868506,4.9552813150345478E-6]
[null,"Obs35","HIGH","HIGH",0.99999504471868483,4.9552813150412199E-6]
[null,"Obs36","LOW","LOW",4.9617034492279869E-6,0.9999950382965509]
[null,"Obs37","LOW","LOW",4.9617034492282512E-6,0.9999950382965509]
[null,"Obs38","LOW","LOW",4.9617034492232359E-6,0.9999950382965509]
[null,"Obs41","LOW","LOW",4.9617034492208126E-6,0.9999950382965509]
[null,"Obs42","HIGH","HIGH",0.99999504471868483,4.9552813150352517E-6]
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[null,"Obs44","HIGH","HIGH",0.99999504471868483,4.9552813150492828E-6]
[null,"Obs45","HIGH","HIGH",0.99999504471868483,4.955281315042277E-6]
[null,"Obs46","LOW","LOW",4.9617034492204602E-6,0.9999950382965509]
[null,"Obs47","LOW","LOW",4.9617034492180445E-6,0.9999950382965509]
[null,"Obs48","LOW","LOW",4.9617034492240296E-6,0.9999950382965509]
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[null,"Obs52","HIGH","HIGH",0.99999504471868483,4.9552813150419509E-6]
[null,"Obs53","LOW","LOW",4.961703449219005E-6,0.9999950382965509]
[null,"Obs54","LOW","LOW",4.961703449228568E-6,0.9999950382965509]
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[null,"Obs72","LOW","LOW",4.9617034492193404E-6,0.9999950382965509]
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[null,"Obs112","HIGH","HIGH",0.99999504471868483,4.9552813150408066E-6]
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[null,"Obs116","LOW","LOW",4.9617034492323847E-6,0.99999503829655068]
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[null,"Obs118","LOW","LOW",4.9617034492198334E-6,0.9999950382965509]
[null,"Obs119","LOW","LOW",4.961703449214863E-6,0.9999950382965509]
[null,"Obs121","HIGH","HIGH",0.99999504471868483,4.955281315037576E-6]
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[null,"Obs123","LOW","LOW",4.9617034492275372E-6,0.9999950382965509]
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[null,"Obs131","HIGH","HIGH",0.99999504471868483,4.9552813150378402E-6]
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[null,"Obs154","HIGH","HIGH",0.99999504471868483,4.9552813150451637E-6]
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[null,"Obs156","HIGH","HIGH",0.99999504471868483,4.955281315047831E-6]
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[null,"Obs161","LOW","LOW",4.9617034492255365E-6,0.9999950382965509]
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[null,"Obs166","HIGH","HIGH",0.99999504471868483,4.9552813150412902E-6]
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[null,"Obs1195","LOW","LOW",4.9617034492233333E-6,0.9999950382965509]
[null,"Obs1205","LOW","LOW",4.9617034492174278E-6,0.9999950382965509]
[null,"Obs1211","LOW","LOW",4.9617034492171636E-6,0.9999950382965509]
[null,"Obs1218","LOW","LOW",4.9617034492266207E-6,0.9999950382965509]
[null,"Obs1227","HIGH","HIGH",0.99999504471868483,4.9552813150461844E-6]
[null,"Obs1239","HIGH","HIGH",0.99999504471868483,4.9552813150463512E-6]
[null,"Obs1251","LOW","LOW",4.9617034492225837E-6,0.9999950382965509]
[null,"Obs1255","LOW","LOW",4.9617034492236679E-6,0.9999950382965509]
[null,"Obs1263","LOW","LOW",4.9617034492221611E-6,0.9999950382965509]
[null,"Obs1270","HIGH","HIGH",0.99999504471868483,4.9552813150410353E-6]
[null,"Obs1276","HIGH","HIGH",0.99999504471868483,4.9552813150428835E-6]
[null,"Obs1281","LOW","LOW",4.9617034492229107E-6,0.9999950382965509]
[null,"Obs1286","LOW","LOW",4.9617034492204246E-6,0.9999950382965509]
[null,"Obs1296","HIGH","HIGH",0.99999504471868483,4.9552813150469323E-6]
[null,"Obs1303","LOW","LOW",4.9617034492181944E-6,0.9999950382965509]
[null,"Obs1327","LOW","LOW",4.961703449219913E-6,0.9999950382965509]
[null,"Obs1332","HIGH","HIGH",0.99999504471868483,4.9552813150358683E-6]
[null,"Obs1339","LOW","LOW",4.9617034492174278E-6,0.9999950382965509]
[null,"Obs1340","LOW","LOW",4.9617034492213411E-6,0.9999950382965509]
[null,"Obs1350","LOW","LOW",4.9617034492196403E-6,0.9999950382965509]
[null,"Obs1357","LOW","LOW",4.9617034492221162E-6,0.9999950382965509]
[null,"Obs1374","LOW","LOW",4.9617034492218968E-6,0.9999950382965509]
[null,"Obs1387","HIGH","HIGH",0.99999504471868483,4.9552813150408946E-6]
[null,"Obs1395","LOW","LOW",4.9617034492260396E-6,0.9999950382965509]
[null,"Obs1405","LOW","LOW",4.9617034492220459E-6,0.9999950382965509]
[null,"Obs1415","LOW","LOW",4.9617034492229107E-6,0.9999950382965509]
[null,"Obs1425","LOW","LOW",4.961703449223474E-6,0.9999950382965509]
[null,"Obs1432","HIGH","HIGH",0.99999504471868483,4.9552813150504009E-6]
[null,"Obs1437","HIGH","HIGH",0.99999504471868483,4.9552813150407447E-6]
[null,"Obs1451","LOW","LOW",4.9617034492246463E-6,0.9999950382965509]
[null,"Obs1464","HIGH","HIGH",0.99999504471868483,4.955281315043368E-6]
[null,"Obs1468","LOW","LOW",4.961703449219393E-6,0.9999950382965509]
[null,"Obs1477","LOW","LOW",4.9617034492221788E-6,0.9999950382965509]
[null,"Obs1492","LOW","LOW",4.9617034492199046E-6,0.9999950382965509]
[null,"Obs1507","LOW","LOW",4.9617034492216232E-6,0.9999950382965509]
[null,"Obs1518","LOW","LOW",4.9617034492239762E-6,0.9999950382965509]
[null,"Obs1530","LOW","LOW",4.9617034492227074E-6,0.9999950382965509]
[null,"Obs1542","LOW","LOW",4.9617034492279166E-6,0.9999950382965509]
[null,"Obs1550","HIGH","HIGH",0.99999504471868483,4.9552813150440371E-6]
[null,"Obs1558","HIGH","HIGH",0.99999504471868483,4.9552813150451993E-6]
[null,"Obs1559","LOW","LOW",4.9617034492184146E-6,0.9999950382965509]
[null,"Obs1561","LOW","LOW",4.9617034492174372E-6,0.9999950382965509]
[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",501,0,501,1]
[null,"LOW",0,593,593,1]
[null,"Total",501,593,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000124]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",237,0,237,1]
[null,"LOW",0,233,233,1]
[null,"Total",237,233,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,0.99999999999999423]

{"sheet":"XLSTAT_20230729_142152_1_HID","index":56,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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[13,12,5.6199162279672601E-2,1.0404195769385001,13,12,5.6199162279672601E-2,1.0404195769385001,13,12,1.5,1.5,13,12,0.5,0.5,13,12,1.0171673819742484,0,13,12,1.0171673819742484,0,13,12,1.71673819742484E-2,1,13,12,1.71673819742484E-2,1,13,12,1.5,1.5,13,12,0.5,0.5,13,12,1.0212592576039219,4.2373645409532999E-3,13,12,1.0212592576039219,4.2373645409532999E-3]
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[20,19,6.5403920395353699E-2,1.9595804230614999,20,19,6.5403920395353699E-2,1.9595804230614999,20,19,1.5,1.5,20,19,0.5,0.5,20,19,1.0271816881258933,1,20,19,1.0271816881258933,1,20,19,2.7181688125893298E-2,2,20,19,2.7181688125893298E-2,2,20,19,1.5,1.5,20,19,0.5,0.5,20,19,1.0311886952239888,0.99576263545904697,20,19,1.0311886952239888,0.99576263545904697]
[21,20,6.6718885840450992E-2,1.0404195769385001,21,20,6.6718885840450992E-2,1.0404195769385001,21,20,1.5,1.5,21,20,0.5,0.5,21,20,1.028612303290414,0,21,20,1.028612303290414,0,21,20,2.8612303290413997E-2,1,21,20,2.8612303290413997E-2,1,21,20,1.5,1.5,21,20,0.5,0.5,21,20,1.0326071863125699,4.2373645409532999E-3,21,20,1.0326071863125699,4.2373645409532999E-3]
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{"sheet":"Log(Binary)3","index":58,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:21:41 / End time: 07/29/2023 at 14:21:45 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 777184226"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6452399320971589E-3,1.0937950191078328E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7184571428571503E-3,-5.4941066466440295E-3,4.3145558890687641E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7509377709584747E-2,2.8704000969474166E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6660796356751119E-2,1.6202713259950696E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9778468294593905E-2,8.487894005247159E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4072311269260911E-2,7.5309895185259761E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0412250182815361E-2,7.0386215372073534E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.074882084095048E-3,5.8865219529694122E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6387984721859436E-3,5.5057473380668237E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5094725254635682E-3,5.1060211840177599E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1778129407155953E-3,3.4843265732008744E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2532892400104485E-3,2.6284993258089722E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.052323348132675E-3,3.0061841392175294E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1365548446069571E-4,3.3251011193713409E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.127865069208669E-3,3.3136216116775452E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3015574144685306E-2,4.5070934477462752E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5331592974667014E-2,3.4721446638567022E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1460244280490983E-2,2.6581154080804231E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7645335466179017E-3,1.7120436969718404E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8269902716113937E-3,9.4043999089289297E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.1784196787673024E-3,5.0353821223313926E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2683122225124037E-3,3.2688610802562249E-4]
[null,"X1972.5",1094,0,1094,-2.2181714285715599E-3,-2.7900000000080601E-5,-1.4816757116740665E-3,3.0392380496915323E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1319907286497863E-4,4.0658520308393291E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,-1.2347142857138701E-4,-3.7164680726038111E-3,9.8844539614129112E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",515,515,47.074954296160875]
[null,"","LOW",579,579,52.925045703839125]
[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,"X961",470,0,470,-1.4086E-2,-6.4834857142857102E-3,-8.554065319148936E-3,1.0020375655581549E-3]
[null,"X1165",470,0,470,-7.7065142857142598E-3,-4.6917285714285504E-3,-5.4741405775075996E-3,3.8424421192800108E-4]
[null,"X1403",470,0,470,-4.2588871428571401E-2,-2.1499342857142899E-2,-2.7373774863221907E-2,2.6865799339769072E-3]
[null,"X1411.5",470,0,470,-3.3618514285714302E-2,-2.3088071428571399E-2,-2.6646126352583607E-2,1.5125763395696216E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.7594499999999999E-2,-1.9833601914893608E-2,8.3056783665047497E-4]
[null,"X1428.5",470,0,470,-1.6075800000000001E-2,-1.0867285714285701E-2,-1.4149694468085101E-2,7.635823848717128E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-7.2220142857142801E-3,-1.0489191337386017E-2,7.1401974694661565E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-6.6644000000000104E-3,-9.1336782066869342E-3,5.9882302187203311E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-7.9833857142857494E-3,-9.6776207294832911E-3,5.6089125595061887E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-8.0929428571428503E-3,-9.5365323100303941E-3,5.1346009048390594E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-6.2400714285714099E-3,-7.1975728875379877E-3,3.3890342498999403E-4]
[null,"X1479.5",470,0,470,-5.3849428571427996E-3,-3.5864142857143801E-3,-4.2639119148936188E-3,2.3572966465402166E-4]
[null,"X1488",470,0,470,-3.6995714285713598E-3,-1.41622857142853E-3,-2.0523840729483279E-3,2.7454803402609558E-4]
[null,"X1496.5",470,0,470,-2.2178714285714398E-3,4.64399999999976E-4,-3.0780303951367873E-4,3.1486702822752083E-4]
[null,"X1505",470,0,470,-7.2584285714283304E-4,2.0183285714285302E-3,1.1412397568389019E-3,3.1876732232751046E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-8.4187571428571105E-3,-2.3057522218844984E-2,4.561378234179023E-3]
[null,"X1921.5",470,0,470,-2.56004714285714E-2,-4.73302857142843E-3,-1.5345760334346517E-2,3.5360031375855816E-3]
[null,"X1930",470,0,470,-1.96535999999999E-2,-3.4386285714286301E-3,-1.1459202644376889E-2,2.6891204047935066E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-2.49817142857145E-3,-7.7788414285714256E-3,1.7212430850909019E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8594056534954399E-3,9.6134026708904032E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.2110097872340439E-3,5.2783573806033587E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-9.0918571428566498E-4,-2.276337082066864E-3,3.3604248713660188E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-5.4495714285712803E-4,-1.4856930395136759E-3,3.1370899417757072E-4]
[null,"X1981",470,0,470,-1.48851428571428E-3,5.0984285714283895E-4,-6.3345410334346864E-4,4.0117475054906194E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,3.36457142857238E-4,-3.7648691489361686E-3,9.9151900498126513E-4]
[]
[]
[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,"Class","HIGH",223,223,47.446808510638299]
[null,"","LOW",247,247,52.553191489361701]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
[null,"X961",1,0.85030023638702434,0.89839685275427872,0.71337577143444408,8.7938897153574114E-2,-0.48709914303506885,-0.60354160301314841,-0.47106413828927418,-0.15051400926377712,5.6372925710688193E-2,0.22574326507075398,0.55032838524243932,0.681032285389642,0.66310656032888127,0.61922939011603229,-0.19866284808775134,-0.12727237335397878,-0.10055436689613734,-0.13790731780523438,-0.24368624679788981,-0.41455829991847509,-0.52714207706937954,-0.48267976709868016,-0.22330703144007794,-3.7494418741959211E-2,-0.18024342322868175,0.18024342322868162,0.18024342322868259]
[null,"X1165",0.85030023638702434,1,0.72810892052228893,0.56690681021143585,1.8339960609368582E-2,-0.44621844968984264,-0.51918230770103602,-0.45629603916705436,-0.27195261512773478,-7.3892075467696203E-2,0.2173620923771355,0.7085522314586602,0.86374153242047091,0.84598496756936892,0.79237740703290249,-0.3544200736315361,-0.30430491060006282,-0.27542660471962654,-0.29381117146680535,-0.36556479697561189,-0.47746226398686348,-0.46290042199010328,-0.28282732871690613,2.6179524848615614E-2,-0.14375031221633974,-9.1484551802811703E-2,9.1484551802824901E-2,9.1484551802812383E-2]
[null,"X1403",0.89839685275427872,0.72810892052228893,1,0.90659048356277439,0.31617161236380087,-0.37832812276307143,-0.56818614825587221,-0.42538367952502287,-4.7436964727242389E-2,0.18092851579355682,0.33211252866838981,0.58723080301994701,0.65660571408407642,0.59718986488341785,0.51529687379602152,-0.30352650847320001,-0.25847039466843047,-0.23864726637579051,-0.26753713853297911,-0.34595876185539864,-0.45188822287388952,-0.44051070425140304,-0.28234654605351295,-3.0968523016024298E-2,-0.10371901380021008,-0.22614575368798395,0.22614575368798165,0.2261457536879809]
[null,"X1411.5",0.71337577143444408,0.56690681021143585,0.90659048356277439,1,0.67927348536862531,1.0828661571140118E-2,-0.24698381873450578,-0.12625528933783664,0.25846217317157399,0.48846262230277915,0.59487547559658038,0.61271042868170766,0.47810561705167193,0.33386125120528309,0.19957508302499055,-8.3061125268733826E-2,-8.2435174673264527E-2,-7.0563331789377487E-2,-8.3586092483040247E-2,-0.12427966379933174,-0.17710539206112028,-0.12077303073866209,-8.2210861071319974E-2,-8.7104554913598163E-3,2.0230376906633738E-2,-0.29462700286260846,0.29462700286263455,0.2946270028626341]
[null,"X1420",8.7938897153574114E-2,1.8339960609368582E-2,0.31617161236380087,0.67927348536862531,1,0.73003740881372314,0.49550672824124148,0.53913757234421744,0.75739048281858268,0.86512155680913783,0.83071380885978718,0.3999379691774988,-5.6039836140466363E-2,-0.29510643163878475,-0.46191375095367643,0.44418791425213994,0.37699334988873245,0.37018698028073743,0.38808500018301761,0.42420659784574721,0.46526223050853294,0.50449518787549252,0.22957197647108063,-7.4463091004178139E-2,0.30013737763848003,-0.26071151413559496,0.26071151413566007,0.26071151413561955]
[null,"X1428.5",-0.48709914303506885,-0.44621844968984264,-0.37832812276307143,1.0828661571140118E-2,0.73003740881372314,1,0.94599282089849557,0.91685326765502151,0.85952431594196521,0.78717033853663954,0.66056106390131575,8.1740527693977841E-2,-0.43256187512742789,-0.64329623372997902,-0.75779387768075623,0.71914693445817335,0.63851889288199182,0.62168538474708457,0.6580961088784113,0.73824486395547584,0.82635862970520968,0.78542196721272073,0.33930107278167104,-0.14096275032819475,0.42445554554185949,-5.0178812735648656E-2,5.0178812735670257E-2,5.0178812735663617E-2]
[null,"X1437",-0.60354160301314841,-0.51918230770103602,-0.56818614825587221,-0.24698381873450578,0.49550672824124148,0.94599282089849557,1,0.97087723512231483,0.81316312671523383,0.67249619540780747,0.55003733469993121,3.5688779618515382E-2,-0.42870652403994935,-0.60885050203204527,-0.69438745930548107,0.71191662083231377,0.64668279201552104,0.6317905123725498,0.67239786803620738,0.75540369257258655,0.84087836768020852,0.7569270518498098,0.3133575993084039,-0.1469344885937888,0.41158728975366599,7.9973749821450849E-2,-7.9973749821423093E-2,-7.9973749821458953E-2]
[null,"X1445.5",-0.47106413828927418,-0.45629603916705436,-0.42538367952502287,-0.12625528933783664,0.53913757234421744,0.91685326765502151,0.97087723512231483,1,0.90696308106165835,0.77654972329033467,0.65549747369675471,0.15136295823925125,-0.33014351854217611,-0.53387837677626349,-0.63712632240951372,0.7228223581690344,0.67130386093278149,0.66051194390141754,0.69860376016175296,0.77047283397313826,0.831996218828982,0.70875627169691713,0.24770046196965226,-0.1949651253650021,0.43405368065760674,8.2168051518420188E-2,-8.2168051518456103E-2,-8.2168051518437271E-2]
[null,"X1454",-0.15051400926377712,-0.27195261512773478,-4.7436964727242389E-2,0.25846217317157399,0.75739048281858268,0.85952431594196521,0.81316312671523383,0.90696308106165835,1,0.95966839503450485,0.84152481075992247,0.31197317577313638,-0.19757419630367093,-0.44031833249206653,-0.5818887974553818,0.72856211676647509,0.68754989892012608,0.68193045993147394,0.70830116622875305,0.75231513367674141,0.77012390910137996,0.61896138067685935,0.13247572590622675,-0.28473950386020719,0.45777025753013106,-4.6310383876373665E-2,4.6310383876367739E-2,4.6310383876378342E-2]
[null,"X1462.5",5.6372925710688193E-2,-7.3892075467696203E-2,0.18092851579355682,0.48846262230277915,0.86512155680913783,0.78717033853663954,0.67249619540780747,0.77654972329033467,0.95966839503450485,1,0.93112340565956486,0.44805825602188176,-5.711869074030617E-2,-0.31065648970538312,-0.47360976558661572,0.6666063591952317,0.62873712145969496,0.62800412938758543,0.64868213787552254,0.67504333074938605,0.67094235243669043,0.54127665139870174,8.6408547352103141E-2,-0.28527460663317267,0.42965687209266717,-0.13722945042476067,0.13722945042478299,0.13722945042475887]
[null,"X1471",0.22574326507075398,0.2173620923771355,0.33211252866838981,0.59487547559658038,0.83071380885978718,0.66056106390131575,0.55003733469993121,0.65549747369675471,0.84152481075992247,0.93112340565956486,1,0.72444802886603521,0.25960880572006495,-8.8012951277775774E-3,-0.18978583360411153,0.48772429591694355,0.46075955438153604,0.46964810276019053,0.49244866731954934,0.50848104135537187,0.49392997957795931,0.41697258278329818,8.1581121726466227E-2,-0.17616859299278673,0.33691944203522378,-0.11827768843808686,0.11827768843809619,0.11827768843809645]
[null,"X1479.5",0.55032838524243932,0.7085522314586602,0.58723080301994701,0.61271042868170766,0.3999379691774988,8.1740527693977841E-2,3.5688779618515382E-2,0.15136295823925125,0.31197317577313638,0.44805825602188176,0.72444802886603521,1,0.83734919083071357,0.6448630694061146,0.49253794225465281,-8.9064303470010681E-2,-6.9520336683962014E-2,-4.4737109235862285E-2,-3.2091226416702666E-2,-5.0403065855217574E-2,-9.285939830923258E-2,-6.3309143941682799E-2,-1.7454952395492749E-2,8.411778530958236E-2,2.9369838422048655E-2,-3.8430821398213544E-3,3.8430821398430215E-3,3.8430821398380325E-3]
[null,"X1488",0.681032285389642,0.86374153242047091,0.65660571408407642,0.47810561705167193,-5.6039836140466363E-2,-0.43256187512742789,-0.42870652403994935,-0.33014351854217611,-0.19757419630367093,-5.711869074030617E-2,0.25960880572006495,0.83734919083071357,1,0.95012712646968567,0.87078137497386454,-0.49999528170895124,-0.44493229010198349,-0.41635097549418271,-0.42058630717136664,-0.4679736958880813,-0.53005011005219793,-0.45496808752967449,-0.13681169580285829,0.2174198598161961,-0.22807964094991676,6.1258516566777325E-2,-6.1258516566765134E-2,-6.1258516566774987E-2]
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[null,"X1505",0.61922939011603229,0.79237740703290249,0.51529687379602152,0.19957508302499055,-0.46191375095367643,-0.75779387768075623,-0.69438745930548107,-0.63712632240951372,-0.5818887974553818,-0.47360976558661572,-0.18978583360411153,0.49253794225465281,0.87078137497386454,0.97547012122148602,1,-0.68218374729541242,-0.60680455629103291,-0.58052327755309796,-0.59831221291359404,-0.66245127842533946,-0.73906941404281778,-0.67273563363383371,-0.24211076670595852,0.232918773926693,-0.36655799223644636,9.917202382448663E-2,-9.9172023824488462E-2,-9.9172023824491057E-2]
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[null,"X1930",-0.10055436689613734,-0.27542660471962654,-0.23864726637579051,-7.0563331789377487E-2,0.37018698028073743,0.62168538474708457,0.6317905123725498,0.66051194390141754,0.68193045993147394,0.62800412938758543,0.46964810276019053,-4.4737109235862285E-2,-0.41635097549418271,-0.54081209559908983,-0.58052327755309796,0.98161429999161365,0.99607616188354042,1,0.99087109641005477,0.94735728891202808,0.80629244404334821,0.38712720160715097,-0.3649498895551081,-0.79686983146845225,0.58441158562524931,-0.11443699008515081,0.11443699008514835,0.11443699008515321]
[null,"X1938.5",-0.13790731780523438,-0.29381117146680535,-0.26753713853297911,-8.3586092483040247E-2,0.38808500018301761,0.6580961088784113,0.67239786803620738,0.69860376016175296,0.70830116622875305,0.64868213787552254,0.49244866731954934,-3.2091226416702666E-2,-0.42058630717136664,-0.5528207418276081,-0.59831221291359404,0.98275182378918136,0.98657685441550758,0.99087109641005477,1,0.96969427213999837,0.82429293581854146,0.4079044624324164,-0.31197132888365897,-0.7567210621914342,0.58231681534662416,-9.5229451699263057E-2,9.5229451699247833E-2,9.5229451699257367E-2]
[null,"X1947",-0.24368624679788981,-0.36556479697561189,-0.34595876185539864,-0.12427966379933174,0.42420659784574721,0.73824486395547584,0.75540369257258655,0.77047283397313826,0.75231513367674141,0.67504333074938605,0.50848104135537187,-5.0403065855217574E-2,-0.4679736958880813,-0.61083559995503212,-0.66245127842533946,0.97294933848684328,0.95394824121195221,0.94735728891202808,0.96969427213999837,1,0.89602446818224535,0.48314726049961476,-0.2104843113501948,-0.64100717312566047,0.56223790282578767,-5.8945020039306621E-2,5.8945020039312665E-2,5.8945020039310417E-2]
[null,"X1955.5",-0.41455829991847509,-0.47746226398686348,-0.45188822287388952,-0.17710539206112028,0.46526223050853294,0.82635862970520968,0.84087836768020852,0.831996218828982,0.77012390910137996,0.67094235243669043,0.49392997957795931,-9.285939830923258E-2,-0.53005011005219793,-0.6808444946185287,-0.73906941404281778,0.87415303916520937,0.82848989672129791,0.80629244404334821,0.82429293581854146,0.89602446818224535,1,0.71949417509859881,1.1839377636826373E-2,-0.45736775360382637,0.49627676883815602,-1.50199961989758E-2,1.501999619898226E-2,1.5019996198978017E-2]
[null,"X1964",-0.52714207706937954,-0.46290042199010328,-0.44051070425140304,-0.12077303073866209,0.50449518787549252,0.78542196721272073,0.7569270518498098,0.70875627169691713,0.61896138067685935,0.54127665139870174,0.41697258278329818,-6.3309143941682799E-2,-0.45496808752967449,-0.59961759048329777,-0.67273563363383371,0.4968115162071215,0.40359952544572153,0.38712720160715097,0.4079044624324164,0.48314726049961476,0.71949417509859881,1,0.5362993538847558,-1.8251063898222116E-2,0.27091780344349536,-9.7646450360972014E-4,9.7646450362963216E-4,9.7646450361055855E-4]
[null,"X1972.5",-0.48267976709868016,-0.28282732871690613,-0.28234654605351295,-8.2210861071319974E-2,0.22957197647108063,0.33930107278167104,0.3133575993084039,0.24770046196965226,0.13247572590622675,8.6408547352103141E-2,8.1581121726466227E-2,-1.7454952395492749E-2,-0.13681169580285829,-0.19301262023125462,-0.24211076670595852,-0.24295285080668261,-0.34572933702546305,-0.3649498895551081,-0.31197132888365897,-0.2104843113501948,1.1839377636826373E-2,0.5362993538847558,1,0.71204771876789608,-0.16303549817318053,0.10158149141947652,-0.1015814914194571,-0.10158149141946564]
[null,"X1981",-0.22330703144007794,2.6179524848615614E-2,-3.0968523016024298E-2,-8.7104554913598163E-3,-7.4463091004178139E-2,-0.14096275032819475,-0.1469344885937888,-0.1949651253650021,-0.28473950386020719,-0.28527460663317267,-0.17616859299278673,8.411778530958236E-2,0.2174198598161961,0.24434592069116712,0.232918773926693,-0.71834079687851493,-0.78535259911877864,-0.79686983146845225,-0.7567210621914342,-0.64100717312566047,-0.45736775360382637,-1.8251063898222116E-2,0.71204771876789608,1,-0.4370906252453492,0.17618563279498653,-0.17618563279498475,-0.17618563279498589]
[null,"X2474",-3.7494418741959211E-2,-0.14375031221633974,-0.10371901380021008,2.0230376906633738E-2,0.30013737763848003,0.42445554554185949,0.41158728975366599,0.43405368065760674,0.45777025753013106,0.42965687209266717,0.33691944203522378,2.9369838422048655E-2,-0.22807964094991676,-0.32565159217173845,-0.36655799223644636,0.58377497975326698,0.58383347026791066,0.58441158562524931,0.58231681534662416,0.56223790282578767,0.49627676883815602,0.27091780344349536,-0.16303549817318053,-0.4370906252453492,1,-6.0148151799674789E-2,6.0148151799669439E-2,6.0148151799672436E-2]
[null,"Class-HIGH",-0.18024342322868175,-9.1484551802811703E-2,-0.22614575368798395,-0.29462700286260846,-0.26071151413559496,-5.0178812735648656E-2,7.9973749821450849E-2,8.2168051518420188E-2,-4.6310383876373665E-2,-0.13722945042476067,-0.11827768843808686,-3.8430821398213544E-3,6.1258516566777325E-2,7.927421378495432E-2,9.917202382448663E-2,-0.11709415275229533,-0.11312148517611349,-0.11443699008515081,-9.5229451699263057E-2,-5.8945020039306621E-2,-1.50199961989758E-2,-9.7646450360972014E-4,0.10158149141947652,0.17618563279498653,-6.0148151799674789E-2,1,-1.0000000000000004,-1]
[null,"Class-LOW",0.18024342322868162,9.1484551802824901E-2,0.22614575368798165,0.29462700286263455,0.26071151413566007,5.0178812735670257E-2,-7.9973749821423093E-2,-8.2168051518456103E-2,4.6310383876367739E-2,0.13722945042478299,0.11827768843809619,3.8430821398430215E-3,-6.1258516566765134E-2,-7.9274213784954306E-2,-9.9172023824488462E-2,0.1170941527522953,0.11312148517611113,0.11443699008514835,9.5229451699247833E-2,5.8945020039312665E-2,1.501999619898226E-2,9.7646450362963216E-4,-0.1015814914194571,-0.17618563279498475,6.0148151799669439E-2,-1.0000000000000004,1,1]
[null,"Class",0.18024342322868259,9.1484551802812383E-2,0.2261457536879809,0.2946270028626341,0.26071151413561955,5.0178812735663617E-2,-7.9973749821458953E-2,-8.2168051518437271E-2,4.6310383876378342E-2,0.13722945042475887,0.11827768843809645,3.8430821398380325E-3,-6.1258516566774987E-2,-7.9274213784953793E-2,-9.9172023824491057E-2,0.11709415275229776,0.11312148517612049,0.11443699008515321,9.5229451699257367E-2,5.8945020039310417E-2,1.5019996198978017E-2,9.7646450361055855E-4,-0.10158149141946564,-0.17618563279498589,6.0148151799672436E-2,-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)",1512.8598340512785,1.0914291485649322E-2]
[null,"R²(McFadden)",0,0.99999278565585525]
[null,"R²(Cox and Snell)",0,0.74913995196556504]
[null,"R²(Nagelkerke)",0,0.98861270364816167]
[null,"AIC",1514.8598340512785,54.010914291485648]
[null,"SBC",1519.8574300342605,188.94600583199767]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.529:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1512.8489197597928,0]
[null,"Score",26,1093.9999999948777,0]
[null,"Wald",26,0.81055491281147685,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,2.7862362088685467E-28,0.99999999999998668,0,1]
[null,"X1165",1,1.4514674740360063E-28,0.99999999999999034,0,1]
[null,"X1403",1,5.0230650981952724E-29,0.99999999999999434,0,1]
[null,"X1411.5",1,1.6514359607416524E-29,0.99999999999999678,0,1]
[null,"X1420",1,2.6522764314704099E-28,0.99999999999998701,0,1]
[null,"X1428.5",1,6.1509408400714058E-28,0.99999999999998024,0,1]
[null,"X1437",1,1.8352463182515949E-28,0.99999999999998923,0,1]
[null,"X1445.5",1,7.5332088599645099E-31,0.99999999999999933,0,1]
[null,"X1454",1,3.3407492473420079E-29,0.99999999999999534,0,1]
[null,"X1462.5",1,5.1647151730108525E-29,0.99999999999999423,0,1]
[null,"X1471",1,5.8996987038457847E-29,0.99999999999999389,0,1]
[null,"X1479.5",1,8.3140747000765855E-30,0.99999999999999767,0,1]
[null,"X1488",1,2.7096746044278549E-30,0.99999999999999867,0,1]
[null,"X1496.5",1,1.2252429068072853E-29,0.99999999999999722,0,1]
[null,"X1505",1,7.4394140368344968E-29,0.99999999999999312,0,1]
[null,"X1913",1,1.139703847671979E-30,0.99999999999999911,0,1]
[null,"X1921.5",1,7.2589134870030741E-31,0.99999999999999933,0,1]
[null,"X1930",1,6.9368999484368638E-30,0.99999999999999789,0,1]
[null,"X1938.5",1,4.51243191287593E-30,0.99999999999999833,0,1]
[null,"X1947",1,1.3643479137651692E-29,0.999999999999997,0,1]
[null,"X1955.5",1,8.9405004625612128E-30,0.99999999999999767,0,1]
[null,"X1964",1,3.280503396666338E-29,0.99999999999999545,0,1]
[null,"X1972.5",1,4.0029596973969505E-30,0.99999999999999845,0,1]
[null,"X1981",1,1.788581521156069E-30,0.99999999999999889,0,1]
[null,"X2474",1,1.0902621081153239E-29,0.99999999999999734,0,1]
[null,"Class",1,0.63803239419380542,0.42442419506415374,1248.1896872194079,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.457159360804124E-3,1,0.94111176728831092]
[]
[]
[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",12.208218861767156,649.93622239328636,3.5282807013139068E-4,0.98501364251168932,-1261.6433692770888,1286.0598070006231]
[null,"X961",-1.6348529568603085E-9,97942.172076610921,2.7862362088685463E-28,0.99999999999998668,-191963.12983778355,191963.12983778029]
[null,"X1165",2.6176198311331363E-9,217271.57778929896,1.4514674740360059E-28,0.99999999999999034,-425844.46733121597,425844.46733122121]
[null,"X1403",9.9810046104524598E-10,140828.27280879003,5.0230650981952724E-29,0.99999999999999434,-276018.34271020879,276018.34271021077]
[null,"X1411.5",1.8206387701865581E-9,448015.37467140827,1.6514359607416524E-29,0.99999999999999678,-878093.99887617654,878093.99887618027]
[null,"X1420",-1.2162562263599675E-8,746819.55904961599,2.6522764314704099E-28,0.99999999999998701,-1463739.4386873434,1463739.4386873192]
[null,"X1428.5",1.8752135397112264E-8,756101.24838254508,6.1509408400714076E-28,0.99999999999998024,-1481931.2154955429,1481931.2154955806]
[null,"X1437",-9.2700106646738967E-9,684278.74947433325,1.8352463182515947E-28,0.99999999999998923,-1341161.7043558087,1341161.70435579]
[null,"X1445.5",-6.1634736903605222E-10,710126.2098822518,7.5332088599645108E-31,0.99999999999999933,-1391821.7958471454,1391821.795847144]
[null,"X1454",4.7071516679930196E-9,814397.16319983662,3.3407492473420079E-29,0.99999999999999534,-1596189.1089832634,1596189.1089832727]
[null,"X1462.5",-5.610724587680415E-9,780720.82376271754,5.1647151730108525E-29,0.99999999999999423,-1530184.6965553744,1530184.6965553632]
[null,"X1471",5.5958876983550106E-9,728541.12791495444,5.8996987038457859E-29,0.99999999999999389,-1427914.3719694933,1427914.3719695045]
[null,"X1479.5",-2.1799676880235794E-9,756037.07867534959,8.3140747000765855E-30,0.99999999999999767,-1481805.4451805623,1481805.4451805581]
[null,"X1488",-1.3349148064292267E-9,810951.68328886118,2.7096746044278546E-30,0.99999999999999867,-1589436.0924483014,1589436.0924482986]
[null,"X1496.5",2.7059859525825832E-9,773062.20165083103,1.2252429068072852E-29,0.99999999999999722,-1515174.0730448663,1515174.0730448719]
[null,"X1505",-4.3073574619678947E-9,499391.96433006431,7.4394140368344968E-29,0.99999999999999312,-978790.26425564149,978790.26425563288]
[null,"X1913",6.6792822546790965E-11,62565.337138157491,1.1397038476719791E-30,0.99999999999999911,-122625.80747139487,122625.80747139502]
[null,"X1921.5",-8.5413540470223583E-11,100251.50796707216,7.258913487003075E-31,0.99999999999999933,-196489.34501129176,196489.34501129159]
[null,"X1930",-2.9942047173062445E-10,113683.85052123883,6.9368999484368653E-30,0.99999999999999789,-222816.25264546339,222816.25264546281]
[null,"X1938.5",2.460696088361294E-10,115838.42603748885,4.51243191287593E-30,0.99999999999999833,-227039.14305928472,227039.14305928518]
[null,"X1947",4.5829898749391066E-10,124075.58519583949,1.3643479137651692E-29,0.999999999999997,-243183.67834457598,243183.67834457691]
[null,"X1955.5",-3.5387028110016127E-10,118348.61395961084,8.9405004625612142E-30,0.99999999999999767,-231959.02098107184,231959.02098107114]
[null,"X1964",8.0288876266307186E-10,140179.70239549657,3.280503396666338E-29,0.99999999999999545,-274747.16805871553,274747.16805871716]
[null,"X1972.5",2.561923257906171E-10,128048.79844328685,4.0029596973969512E-30,0.99999999999999845,-250971.03321247044,250971.03321247097]
[null,"X1981",1.6128446589637577E-10,120597.462702362,1.7885815211560694E-30,0.99999999999999889,-236366.68352354175,236366.6835235421]
[null,"X2474",-5.7254416345098083E-11,17339.777984595821,1.0902621081153239E-29,0.99999999999999734,-33985.340349728387,33985.340349728271]
[null,"Class-HIGH",-24.416871147513994,30.568114167277916,0.63803239419380542,0.42442419506415374,-84.329273990687284,35.495531695659295,2.4882132320893376E-11,2.3782726576670858E-37,2603236037039417]
[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,"X961",-9.8543234509041479E-13,59.036125486208164,2.7862362088685463E-28,0.99999999999998668,-115.70867973975614,115.70867973975417]
[null,"X1165",6.2237887880173277E-13,51.659618165961845,1.4514674740360063E-28,0.99999999999999034,-101.25099106037568,101.25099106037693]
[null,"X1403",1.5788063587337246E-12,222.76372096568565,5.0230650981952736E-29,0.99999999999999434,-436.60887015487231,436.60887015487549]
[null,"X1411.5",1.6256374952613429E-12,400.03025501031777,1.6514359607416524E-29,0.99999999999999678,-784.04489254659461,784.04489254659779]
[null,"X1420",-5.6890165707213796E-12,349.32350229257105,2.6522764314704099E-28,0.99999999999998701,-684.66148344683984,684.66148344682847]
[null,"X1428.5",7.7824250694625262E-12,313.79366594006063,6.1509408400714049E-28,0.99999999999998024,-615.02428381930406,615.02428381931952]
[null,"X1437",-3.5956716215487617E-12,265.419509180283,1.8352463182515947E-28,0.99999999999998923,-520.2126787876565,520.21267878764922]
[null,"X1445.5",-1.999385274117399E-13,230.35968970288991,7.5332088599645108E-31,0.99999999999999933,-451.49669530748668,451.49669530748622]
[null,"X1454",1.4281921575541496E-12,247.09542493077754,3.340749247342009E-29,0.99999999999999534,-484.29813360894303,484.29813360894588]
[null,"X1462.5",-1.578751361313319E-12,219.68001530986081,5.1647151730108525E-29,0.99999999999999423,-430.56491813053634,430.56491813053316]
[null,"X1471",1.0744841610405616E-12,139.88949471615754,5.8996987038457859E-29,0.99999999999999389,-274.17837145917383,274.17837145917599]
[null,"X1479.5",-3.1576944300200952E-13,109.51236045091295,8.3140747000765855E-30,0.99999999999999767,-214.64028234575824,214.64028234575761]
[null,"X1488",-2.2114712812984611E-13,134.34537915652689,2.7096746044278546E-30,0.99999999999999867,-263.31210463617094,263.31210463617049]
[null,"X1496.5",4.9584115384133245E-13,141.65485733280818,1.2252429068072852E-29,0.99999999999999722,-277.63841860746305,277.63841860746408]
[null,"X1505",-7.865493988894483E-13,91.191978567429274,7.4394140368345002E-29,0.99999999999999312,-178.73299367111065,178.73299367110906]
[null,"X1913",1.6589700041537254E-13,155.39696280877578,1.1397038476719791E-30,0.99999999999999911,-304.57245041211053,304.57245041211087]
[null,"X1921.5",-1.6343185502375399E-13,191.82309767031683,7.2589134870030733E-31,0.99999999999999933,-375.96636283673018,375.96636283672984]
[null,"X1930",-4.3859885924271236E-13,166.52704761547733,6.9368999484368653E-30,0.99999999999999789,-326.38701577812265,326.38701577812174]
[null,"X1938.5",2.321587189275911E-13,109.28980916680902,4.51243191287593E-30,0.99999999999999833,-214.20408984420087,214.20408984420132]
[null,"X1947",2.3751561187302004E-13,64.302757240292621,1.3643479137651697E-29,0.999999999999997,-126.03108829759546,126.03108829759594]
[null,"X1955.5",-9.8194847349534675E-14,32.840350553494666,8.9405004625612142E-30,0.99999999999999767,-64.365904324519661,64.365904324519462]
[null,"X1964",1.4463187570421972E-13,25.251883244538622,3.280503396666338E-29,0.99999999999999545,-49.49278170110599,49.492781701106274]
[null,"X1972.5",4.2908467993299966E-14,21.446301143597804,4.0029596973969512E-30,0.99999999999999845,-42.033977843051815,42.0339778430519]
[null,"X1981",3.6137348522530958E-14,27.021030924380636,1.7885815211560694E-30,0.99999999999999889,-52.960247436929045,52.960247436929116]
[null,"X2474",-3.1187017889348808E-14,9.4451397939929524,1.0902621081153242E-29,0.99999999999999734,-18.512133825172281,18.512133825172217]
[null,"Class-HIGH",-6.719335719992098,8.4121106335075844,0.63803239419380542,0.42442419506415374,-23.206769595633379,9.7680981556491808]
[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,"Obs2","LOW","LOW",4.9892555335035596E-6,0.99999501074446639]
[null,"Obs3","LOW","LOW",4.9892555334944396E-6,0.99999501074446639]
[null,"Obs4","HIGH","HIGH",0.99999501290645032,4.9870935496217606E-6]
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[null,"Obs8","HIGH","HIGH",0.99999501290645032,4.9870935496227796E-6]
[null,"Obs9","HIGH","HIGH",0.99999501290645032,4.9870935496228677E-6]
[null,"Obs10","HIGH","HIGH",0.99999501290645032,4.9870935496203427E-6]
[null,"Obs11","HIGH","HIGH",0.99999501290645032,4.9870935496153028E-6]
[null,"Obs12","HIGH","HIGH",0.99999501290645032,4.9870935496335962E-6]
[null,"Obs13","LOW","LOW",4.9892555335181743E-6,0.99999501074446639]
[null,"Obs14","HIGH","HIGH",0.99999501290645032,4.9870935496179871E-6]
[null,"Obs15","LOW","LOW",4.9892555335235546E-6,0.99999501074446639]
[null,"Obs16","LOW","LOW",4.9892555335153206E-6,0.99999501074446639]
[null,"Obs17","LOW","LOW",4.9892555335205053E-6,0.99999501074446639]
[null,"Obs18","LOW","LOW",4.9892555335103663E-6,0.99999501074446639]
[null,"Obs21","HIGH","HIGH",0.99999501290645032,4.9870935496149039E-6]
[null,"Obs22","LOW","LOW",4.9892555335332938E-6,0.99999501074446639]
[null,"Obs23","HIGH","HIGH",0.99999501290645032,4.9870935496324357E-6]
[null,"Obs25","HIGH","HIGH",0.99999501290645032,4.9870935496233903E-6]
[null,"Obs29","LOW","LOW",4.9892555335261779E-6,0.99999501074446639]
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[null,"Obs32","HIGH","HIGH",0.99999501290645032,4.9870935496214768E-6]
[null,"Obs34","HIGH","HIGH",0.99999501290645032,4.9870935496243474E-6]
[null,"Obs35","HIGH","HIGH",0.99999501290645032,4.9870935496235148E-6]
[null,"Obs37","LOW","LOW",4.9892555335195304E-6,0.99999501074446639]
[null,"Obs38","LOW","LOW",4.9892555335235902E-6,0.99999501074446639]
[null,"Obs39","HIGH","HIGH",0.99999501290645032,4.9870935496155417E-6]
[null,"Obs40","LOW","LOW",4.9892555335237935E-6,0.99999501074446639]
[null,"Obs41","LOW","LOW",4.9892555335309365E-6,0.99999501074446639]
[null,"Obs43","HIGH","HIGH",0.99999501290645032,4.987093549626155E-6]
[null,"Obs44","HIGH","HIGH",0.99999501290645032,4.9870935496219469E-6]
[null,"Obs45","HIGH","HIGH",0.99999501290645032,4.9870935496369894E-6]
[null,"Obs46","LOW","LOW",4.989255533528747E-6,0.99999501074446639]
[null,"Obs47","LOW","LOW",4.9892555335216039E-6,0.99999501074446639]
[null,"Obs48","LOW","LOW",4.9892555335232616E-6,0.99999501074446639]
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[null,"Obs54","LOW","LOW",4.9892555335240679E-6,0.99999501074446639]
[null,"Obs55","LOW","LOW",4.98925553352265E-6,0.99999501074446639]
[null,"Obs56","LOW","LOW",4.9892555335305029E-6,0.99999501074446639]
[null,"Obs57","LOW","LOW",4.989255533528996E-6,0.99999501074446639]
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[null,"Obs67","HIGH","HIGH",0.99999501290645032,4.9870935496168622E-6]
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[null,"Obs74","HIGH","HIGH",0.99999501290645032,4.9870935496356867E-6]
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[null,"Obs77","LOW","LOW",4.9892555335090018E-6,0.99999501074446639]
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[null,"Obs102","HIGH","HIGH",0.99999501290645032,4.9870935496350488E-6]
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[null,"Obs105","LOW","LOW",4.9892555335100826E-6,0.99999501074446639]
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[null,"Obs108","HIGH","HIGH",0.99999501290645032,4.9870935496299633E-6]
[null,"Obs109","LOW","LOW",4.9892555335214006E-6,0.99999501074446639]
[null,"Obs110","LOW","LOW",4.9892555335234835E-6,0.99999501074446639]
[null,"Obs111","LOW","LOW",4.9892555335116513E-6,0.99999501074446639]
[null,"Obs112","HIGH","HIGH",0.99999501290645032,4.9870935496336851E-6]
[null,"Obs113","HIGH","HIGH",0.99999501290645032,4.9870935496384861E-6]
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[null,"Obs118","LOW","LOW",4.9892555335112261E-6,0.99999501074446639]
[null,"Obs119","LOW","LOW",4.989255533510562E-6,0.99999501074446639]
[null,"Obs120","HIGH","HIGH",0.99999501290645032,4.9870935496252249E-6]
[null,"Obs121","HIGH","HIGH",0.99999501290645032,4.987093549632905E-6]
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[null,"Obs128","HIGH","HIGH",0.99999501290645032,4.9870935496352174E-6]
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[null,"Obs151","LOW","LOW",4.9892555335097641E-6,0.99999501074446639]
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[null,"Obs156","HIGH","HIGH",0.99999501290645032,4.9870935496346414E-6]
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[null,"Obs158","LOW","LOW",4.9892555335257341E-6,0.99999501074446639]
[null,"Obs161","LOW","LOW",4.9892555335196278E-6,0.99999501074446639]
[null,"Obs162","HIGH","HIGH",0.99999501290645032,4.9870935496344026E-6]
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[null,"Obs1090","HIGH","HIGH",0.99999501290645032,4.9870935496291315E-6]
[null,"Obs1097","LOW","LOW",4.9892555335275509E-6,0.99999501074446639]
[null,"Obs1100","LOW","LOW",4.989255533529173E-6,0.99999501074446639]
[null,"Obs1110","LOW","LOW",4.9892555335195126E-6,0.99999501074446639]
[null,"Obs1118","HIGH","HIGH",0.99999501290645032,4.9870935496256231E-6]
[null,"Obs1131","LOW","LOW",4.9892555335223485E-6,0.99999501074446639]
[null,"Obs1143","LOW","LOW",4.9892555335302894E-6,0.99999501074446639]
[null,"Obs1155","LOW","LOW",4.9892555335283844E-6,0.99999501074446639]
[null,"Obs1158","LOW","LOW",4.9892555335253088E-6,0.99999501074446639]
[null,"Obs1173","LOW","LOW",4.9892555335166234E-6,0.99999501074446639]
[null,"Obs1180","LOW","LOW",4.9892555335254952E-6,0.99999501074446639]
[null,"Obs1194","LOW","LOW",4.9892555335279143E-6,0.99999501074446639]
[null,"Obs1196","LOW","LOW",4.9892555335297668E-6,0.99999501074446639]
[null,"Obs1200","LOW","LOW",4.9892555335279143E-6,0.99999501074446639]
[null,"Obs1206","LOW","LOW",4.9892555335337987E-6,0.99999501074446639]
[null,"Obs1218","LOW","LOW",4.9892555335173764E-6,0.99999501074446639]
[null,"Obs1219","LOW","LOW",4.989255533514355E-6,0.99999501074446639]
[null,"Obs1226","HIGH","HIGH",0.99999501290645032,4.9870935496141059E-6]
[null,"Obs1241","LOW","LOW",4.9892555335228541E-6,0.99999501074446639]
[null,"Obs1253","HIGH","HIGH",0.99999501290645032,4.9870935496186604E-6]
[null,"Obs1263","LOW","LOW",4.9892555335274095E-6,0.99999501074446639]
[null,"Obs1276","HIGH","HIGH",0.99999501290645032,4.9870935496280422E-6]
[null,"Obs1290","HIGH","HIGH",0.99999501290645032,4.9870935496186249E-6]
[null,"Obs1294","HIGH","HIGH",0.99999501290645032,4.9870935496347829E-6]
[null,"Obs1297","HIGH","HIGH",0.99999501290645032,4.9870935496213269E-6]
[null,"Obs1302","LOW","LOW",4.9892555335106416E-6,0.99999501074446639]
[null,"Obs1306","LOW","LOW",4.9892555335263371E-6,0.99999501074446639]
[null,"Obs1314","LOW","LOW",4.9892555335129456E-6,0.99999501074446639]
[null,"Obs1324","HIGH","HIGH",0.99999501290645032,4.9870935496180929E-6]
[null,"Obs1341","LOW","LOW",4.9892555335233852E-6,0.99999501074446639]
[null,"Obs1342","LOW","LOW",4.9892555335279762E-6,0.99999501074446639]
[null,"Obs1350","LOW","LOW",4.9892555335281896E-6,0.99999501074446639]
[null,"Obs1353","LOW","LOW",4.989255533514355E-6,0.99999501074446639]
[null,"Obs1363","LOW","LOW",4.9892555335307502E-6,0.99999501074446639]
[null,"Obs1366","HIGH","HIGH",0.99999501290645032,4.987093549626642E-6]
[null,"Obs1372","HIGH","HIGH",0.99999501290645032,4.9870935496304774E-6]
[null,"Obs1379","LOW","LOW",4.989255533520435E-6,0.99999501074446639]
[null,"Obs1390","LOW","LOW",4.989255533521897E-6,0.99999501074446639]
[null,"Obs1399","HIGH","HIGH",0.99999501290645032,4.9870935496296007E-6]
[null,"Obs1409","HIGH","HIGH",0.99999501290645032,4.9870935496170028E-6]
[null,"Obs1414","LOW","LOW",4.9892555335259382E-6,0.99999501074446639]
[null,"Obs1429","HIGH","HIGH",0.99999501290645032,4.9870935496223095E-6]
[null,"Obs1443","LOW","LOW",4.9892555335270546E-6,0.99999501074446639]
[null,"Obs1456","HIGH","HIGH",0.99999501290645032,4.9870935496408163E-6]
[null,"Obs1462","LOW","LOW",4.9892555335343043E-6,0.99999501074446639]
[null,"Obs1465","HIGH","HIGH",0.99999501290645032,4.9870935496172425E-6]
[null,"Obs1473","LOW","LOW",4.9892555335411551E-6,0.99999501074446639]
[null,"Obs1480","LOW","LOW",4.989255533527285E-6,0.99999501074446639]
[null,"Obs1487","LOW","LOW",4.9892555335288367E-6,0.99999501074446639]
[null,"Obs1493","LOW","LOW",4.9892555335326738E-6,0.99999501074446639]
[null,"Obs1504","LOW","LOW",4.9892555335273561E-6,0.99999501074446639]
[null,"Obs1517","LOW","LOW",4.9892555335266031E-6,0.99999501074446639]
[null,"Obs1526","LOW","LOW",4.9892555335335954E-6,0.99999501074446639]
[null,"Obs1539","LOW","LOW",4.9892555335260356E-6,0.99999501074446639]
[null,"Obs1555","LOW","LOW",4.9892555335242806E-6,0.99999501074446639]
[null,"Obs1556","LOW","LOW",4.9892555335346677E-6,0.99999501074446639]
[null,"Obs1558","HIGH","HIGH",0.99999501290645032,4.9870935496125211E-6]
[null,"Obs1559","LOW","LOW",4.9892555335181302E-6,0.99999501074446639]
[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",515,0,515,1]
[null,"LOW",0,579,579,1]
[null,"Total",515,579,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999156]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",223,0,223,1]
[null,"LOW",0,247,247,1]
[null,"Total",223,247,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,1.0000000000000024]

{"sheet":"XLSTAT_20230729_142137_1_HID","index":59,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)2","index":61,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:21:31 / End time: 07/29/2023 at 14:21:34 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1394664752"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6071930791329389E-3,1.0782813892305683E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7184571428571503E-3,-5.4916769652650788E-3,4.2523187344256207E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7450568399059818E-2,2.8696762458038827E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6656839984330105E-2,1.6163920182314861E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9803393705928467E-2,8.443370343201946E-4]
[null,"X1428.5",1094,0,1094,-1.6151657142857101E-2,-9.0683857142856393E-3,-1.4105805497518954E-2,7.5006518108070724E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0444197845390435E-2,6.9917686551544981E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0977251893444768E-3,5.8434454316572777E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6515328806476876E-3,5.4911506141468408E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5183063724210131E-3,5.0971090575024089E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1867692870201108E-3,3.4563498169275399E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.69698571428567E-3,-4.261238117001828E-3,2.6005424251040305E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0567009401932582E-3,2.9877550279077601E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1550805693392615E-4,3.3158171792994223E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1292338991903867E-3,3.3047358252613737E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-8.4187571428571105E-3,-2.2922291185688167E-2,4.4455357416305361E-3]
[null,"X1921.5",1094,0,1094,-2.61304999999998E-2,-4.73302857142843E-3,-1.5238060890571949E-2,3.407879850173311E-3]
[null,"X1930",1094,0,1094,-2.0083642857142901E-2,-3.4386285714286301E-3,-1.1384159441107336E-2,2.5999093613047965E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-2.49817142857145E-3,-7.7262261425959785E-3,1.6826720686080746E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8191412901540933E-3,9.3438635350268876E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1818437451031651E-3,5.0270661290404957E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2720816662313895E-3,3.2726734752664934E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4934287803604067E-3,3.0561175719260995E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.3916153042569898E-4,3.9521556218022108E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7461041655784833E-3,9.9502851942179118E-4]
[]
[]
[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,"X961",470,0,470,-1.43784571428571E-2,-6.6651571428571303E-3,-8.6426254407294765E-3,1.0428597190172638E-3]
[null,"X1165",470,0,470,-7.58305714285712E-3,-4.6917285714285504E-3,-5.4797960486322158E-3,4.0031208819747992E-4]
[null,"X1403",470,0,470,-4.1465699999999897E-2,-2.2118200000000001E-2,-2.7510662917933134E-2,2.6903072435742305E-3]
[null,"X1411.5",470,0,470,-3.3198914285714302E-2,-2.3136199999999999E-2,-2.6655335440729473E-2,1.522267427832397E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7297642857142699E-2,-1.9775584042553206E-2,8.4202125994867173E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4071731306990878E-2,7.7270265725883048E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0414828054711249E-2,7.2711011173540033E-4]
[null,"X1445.5",470,0,470,-1.1062728571428501E-2,-6.0504285714285703E-3,-9.080507234042549E-3,6.1039341661974888E-4]
[null,"X1454",470,0,470,-1.1259471428571401E-2,-7.4737142857143101E-3,-9.6479793617021241E-3,5.6514380133571875E-4]
[null,"X1462.5",470,0,470,-1.1024485714285701E-2,-7.9979714285713394E-3,-9.5159701215805515E-3,5.1601344008395101E-4]
[null,"X1471",470,0,470,-8.2490857142857293E-3,-6.3040571428572001E-3,-7.1767255623100389E-3,3.4580892298282815E-4]
[null,"X1479.5",470,0,470,-5.4595571428571197E-3,-3.5864142857143801E-3,-4.2454096352583627E-3,2.4264962972989307E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.4518857142857299E-3,-2.0421945288753821E-3,2.7893268568898028E-4]
[null,"X1496.5",470,0,470,-2.12055714285719E-3,4.64399999999976E-4,-3.0349088145896827E-4,3.1701870996849531E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,1.9257428571428101E-3,1.1380535866261376E-3,3.2102027499839199E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3274653191489372E-2,4.6909181301250579E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5563471185410335E-2,3.668738473303769E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1636302249240124E-2,2.8107023480935349E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.8680080243161126E-3,1.7835636785073789E-3]
[null,"X1947",470,0,470,-8.3008571428571098E-3,-1.43398571428566E-3,-4.8776754103343435E-3,9.7414572099405725E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.24745714285712E-3,-3.2030397264437671E-3,5.3008517782331653E-4]
[null,"X1964",470,0,470,-3.1628000000000198E-3,-7.5404285714286701E-4,-2.2675631003039472E-3,3.3522258862077412E-4]
[null,"X1972.5",470,0,470,-2.2027857142856702E-3,-5.4270000000000696E-4,-1.4583358966565368E-3,3.0848600857896232E-4]
[null,"X1981",470,0,470,-1.44511428571431E-3,6.5140000000002397E-4,-5.730223404255356E-4,4.2356533541036299E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-1.2347142857138701E-4,-3.6958864133738558E-3,9.75988770995186E-4]
[]
[]
[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,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
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[null,"X1165",0.84804556710425205,1,0.73482408906959895,0.57945337149774001,2.7260609416147941E-2,-0.45026003286979766,-0.52873790610676408,-0.46072494479893267,-0.26840549071573339,-7.1014681655277814E-2,0.21547167910595125,0.71087780753999752,0.86965244098040706,0.85189064855589669,0.79482676881025238,-0.38119230503385665,-0.33288364111043905,-0.30586000325571233,-0.32276369729395959,-0.39039815297199681,-0.49125320207630296,-0.46646168664216836,-0.26923253744714865,6.0340126346880747E-2,-0.17938195012173133,-8.0873247780215554E-2,8.0873247780190671E-2,8.0873247780204549E-2]
[null,"X1403",0.90786627203758885,0.73482408906959895,1,0.90722822433991823,0.31353739172761319,-0.38332694974356596,-0.57311259887534194,-0.42525387479383248,-4.4222351362254421E-2,0.18139242272437356,0.33108871612141549,0.59415478961077062,0.66650757005387562,0.60474772409652777,0.52061935148647509,-0.31611223094971469,-0.26802821764578699,-0.24614617223047025,-0.27601469839067744,-0.35720304815671189,-0.46959210527207751,-0.45541188997476484,-0.29048147927291451,-1.4145821572752343E-2,-0.11737619037626061,-0.21586226880787041,0.21586226880786133,0.21586226880785733]
[null,"X1411.5",0.72745527260511822,0.57945337149774001,0.90722822433991823,1,0.67632591757391902,4.7734888638980393E-3,-0.25290101247447483,-0.12908292284992223,0.2582126743682352,0.48682997391984378,0.59496625628020305,0.6223228124229353,0.49009975004151846,0.34313863999787309,0.2064851111466022,-9.1727317550853962E-2,-8.8175475396956429E-2,-7.48364154122097E-2,-8.8275761733254299E-2,-0.13258752577673136,-0.194647732641031,-0.14061938610922242,-8.9445200972466832E-2,1.2158789387928104E-2,1.0780393923036502E-2,-0.27120196073909281,0.27120196073907665,0.27120196073907282]
[null,"X1420",9.5945285750093978E-2,2.7260609416147941E-2,0.31353739172761319,0.67632591757391902,1,0.72872340249118106,0.49358167513403206,0.53486045776003099,0.75232999888723961,0.86073784266839326,0.8300835873885305,0.40257425094537902,-5.293575948085659E-2,-0.29297300808408616,-0.46107456095526744,0.44732004160484862,0.38073865865051965,0.37356822362520509,0.39217643222901921,0.4249690720458596,0.45924292036129122,0.48948263516335688,0.23137704986504029,-5.5444282685101237E-2,0.29846440182721107,-0.22898613190925896,0.22898613190932451,0.22898613190926612]
[null,"X1428.5",-0.49060694977932706,-0.45026003286979766,-0.38332694974356596,4.7734888638980393E-3,0.72872340249118106,1,0.94566848249477209,0.91228482042974468,0.85220946338628734,0.78123657815846637,0.65514676045349807,7.0571060758506055E-2,-0.44292880450592387,-0.6506018498367373,-0.7639825764200141,0.73108001361365793,0.64840011159276323,0.62932835189987113,0.6671832852867744,0.74663451117782553,0.83596723432896836,0.78444202068321911,0.34761462773944485,-0.13650544807816814,0.42788698432136973,-3.1443858616454996E-2,3.1443858616474522E-2,3.144385861644703E-2]
[null,"X1437",-0.61117538983400832,-0.52873790610676408,-0.57311259887534194,-0.25290101247447483,0.49358167513403206,0.94566848249477209,1,0.96853229054627121,0.80832101371636778,0.66857851420081205,0.54446657629842754,2.1557479376336484E-2,-0.44234699307768027,-0.61845776135084618,-0.70232020292340835,0.7246281436387525,0.65630132503809147,0.63875851529622596,0.68134195583128532,0.76572920564005431,0.85730180357595931,0.76426254891778189,0.32375833300442175,-0.14877577168232886,0.41560733849309617,8.8940396128727381E-2,-8.8940396128748336E-2,-8.8940396128756691E-2]
[null,"X1445.5",-0.47220447162542289,-0.46072494479893267,-0.42525387479383248,-0.12908292284992223,0.53486045776003099,0.91228482042974468,0.96853229054627121,1,0.90641369733129962,0.77628934784405179,0.6542220689894499,0.14583004906787092,-0.33315072153664826,-0.53394429995839199,-0.63709345620317082,0.73270016220358958,0.67961319283931199,0.66742637845591468,0.70815014642634455,0.78015485492054859,0.84539189850212448,0.71018798514623493,0.25243344347064073,-0.19975348336853863,0.43647426880072387,9.2631993807349461E-2,-9.2631993807380103E-2,-9.2631993807366517E-2]
[null,"X1454",-0.14443541777580055,-0.26840549071573339,-4.4222351362254421E-2,0.2582126743682352,0.75232999888723961,0.85220946338628734,0.80832101371636778,0.90641369733129962,1,0.96002558989662379,0.84314350768728186,0.31571892144282754,-0.18916017101149757,-0.43082645114889234,-0.57469837244416377,0.73130889548105216,0.69086971744357095,0.68546210689677878,0.71443454272486939,0.75570533069890022,0.77122936128675545,0.60903124723293722,0.13546907178553702,-0.28156343414025115,0.45807589521832942,-2.6042156697077681E-2,2.6042156697042108E-2,2.6042156697054852E-2]
[null,"X1462.5",6.0804406066897652E-2,-7.1014681655277814E-2,0.18139242272437356,0.48682997391984378,0.86073784266839326,0.78123657815846637,0.66857851420081205,0.77628934784405179,0.96002558989662379,1,0.93245865400382699,0.45262786627898394,-4.810055385159609E-2,-0.30158591392166112,-0.46763616792301493,0.66708290670333681,0.63017106361398145,0.62926380803693727,0.65218777173263776,0.67604478228110987,0.66868574935177139,0.52685681052533595,9.0603671130282434E-2,-0.27363076227651117,0.42655414196840447,-0.10753116608233783,0.10753116608235699,0.10753116608230984]
[null,"X1471",0.22624910280620031,0.21547167910595125,0.33108871612141549,0.59496625628020305,0.8300835873885305,0.65514676045349807,0.54446657629842754,0.6542220689894499,0.84314350768728186,0.93245865400382699,1,0.72443184987316556,0.26184845244140525,-5.7335008498587232E-3,-0.18943922031270596,0.48383748269700888,0.45565424133471805,0.46268786626745717,0.48820967582263636,0.50622919248757947,0.49543292191387844,0.40714669397857262,8.8798222247372952E-2,-0.15207700492418424,0.32409777531638317,-8.8829892586224563E-2,8.8829892586201012E-2,8.8829892586190437E-2]
[null,"X1479.5",0.55828314955050762,0.71087780753999752,0.59415478961077062,0.6223228124229353,0.40257425094537902,7.0571060758506055E-2,2.1557479376336484E-2,0.14583004906787092,0.31571892144282754,0.45262786627898394,0.72443184987316556,1,0.83857229108262055,0.64781333620731418,0.49378233072705185,-0.10101065572991408,-8.4491024487780383E-2,-6.2242050769185958E-2,-4.6711097181719591E-2,-5.8372753263230118E-2,-9.1665855297576079E-2,-6.5559002578789577E-2,-1.7933923910580331E-2,0.11013674332237063,-6.3725580195132282E-3,2.3065738379834805E-3,-2.3065738380022589E-3,-2.3065738379997236E-3]
[null,"X1488",0.69513172229685827,0.86965244098040706,0.66650757005387562,0.49009975004151846,-5.293575948085659E-2,-0.44292880450592387,-0.44234699307768027,-0.33315072153664826,-0.18916017101149757,-4.810055385159609E-2,0.26184845244140525,0.83857229108262055,1,0.95078500441362024,0.8707299849982717,-0.50832849423024062,-0.45557435935287433,-0.42819080365300255,-0.43062382051485182,-0.47276374866180271,-0.53052921693275223,-0.44976089233740763,-0.14387367382012145,0.23040613456278491,-0.25804165074274626,5.4217699991437121E-2,-5.4217699991482071E-2,-5.4217699991475153E-2]
[null,"X1496.5",0.67496315474022417,0.85189064855589669,0.60474772409652777,0.34313863999787309,-0.29297300808408616,-0.6506018498367373,-0.61845776135084618,-0.53394429995839199,-0.43082645114889234,-0.30158591392166112,-5.7335008498587232E-3,0.64781333620731418,0.95078500441362024,1,0.97534349393961417,-0.64098598506018556,-0.57521679646236323,-0.54816511638743082,-0.55909455852058076,-0.6131720101292103,-0.67991378181850037,-0.59256972412932418,-0.20158964696953502,0.2495605088096613,-0.3490491195101218,7.1149350704589165E-2,-7.1149350704590539E-2,-7.1149350704590761E-2]
[null,"X1505",0.62577689155806338,0.79482676881025238,0.52061935148647509,0.2064851111466022,-0.46107456095526744,-0.7639825764200141,-0.70232020292340835,-0.63709345620317082,-0.57469837244416377,-0.46763616792301493,-0.18943922031270596,0.49378233072705185,0.8707299849982717,0.97534349393961417,1,-0.69266099998092123,-0.61856657563590578,-0.59249026109828695,-0.60939929020102712,-0.66947096946312101,-0.7398666977855477,-0.66380069593745128,-0.24568984082925566,0.2381885540114988,-0.38566622505426118,8.7421771963098235E-2,-8.7421771963090228E-2,-8.7421771963093017E-2]
[null,"X1913",-0.22491169684337789,-0.38119230503385665,-0.31611223094971469,-9.1727317550853962E-2,0.44732004160484862,0.73108001361365793,0.7246281436387525,0.73270016220358958,0.73130889548105216,0.66708290670333681,0.48383748269700888,-0.10101065572991408,-0.50832849423024062,-0.64098598506018556,-0.69266099998092123,1,0.98873324082556613,0.98111945929492517,0.98313049302482547,0.97266287417476938,0.87979394027656233,0.4931365556111893,-0.22071540773699244,-0.70670461833847131,0.58055010767164461,-8.291292081381621E-2,8.2912920813801569E-2,8.291292081380533E-2]
[null,"X1921.5",-0.15122611567636216,-0.33288364111043905,-0.26802821764578699,-8.8175475396956429E-2,0.38073865865051965,0.64840011159276323,0.65630132503809147,0.67961319283931199,0.69086971744357095,0.63017106361398145,0.45565424133471805,-8.4491024487780383E-2,-0.45557435935287433,-0.57521679646236323,-0.61856657563590578,0.98873324082556613,1,0.99612307066888484,0.98709821776069107,0.95362382377228283,0.83349705545468378,0.39695226907486336,-0.32888403657191806,-0.77761636717733373,0.57905301541708964,-8.1399620503052147E-2,8.1399620503040213E-2,8.1399620503046749E-2]
[null,"X1930",-0.12391277701116246,-0.30586000325571233,-0.24614617223047025,-7.48364154122097E-2,0.37356822362520509,0.62932835189987113,0.63875851529622596,0.66742637845591468,0.68546210689677878,0.62926380803693727,0.46268786626745717,-6.2242050769185958E-2,-0.42819080365300255,-0.54816511638743082,-0.59249026109828695,0.98111945929492517,0.99612307066888484,1,0.99081259759153073,0.94645089597370824,0.81228705704307913,0.3804898809227803,-0.35100458478053437,-0.79154573076600776,0.57798624108266694,-8.3436367594937041E-2,8.3436367594932032E-2,8.3436367594932226E-2]
[null,"X1938.5",-0.16212960379806501,-0.32276369729395959,-0.27601469839067744,-8.8275761733254299E-2,0.39217643222901921,0.6671832852867744,0.68134195583128532,0.70815014642634455,0.71443454272486939,0.65218777173263776,0.48820967582263636,-4.6711097181719591E-2,-0.43062382051485182,-0.55909455852058076,-0.60939929020102712,0.98313049302482547,0.98709821776069107,0.99081259759153073,1,0.96956248393595068,0.83275097775299456,0.40259329231437174,-0.29683847532892488,-0.74902132785253916,0.57335679756738311,-6.1419777977765676E-2,6.1419777977761804E-2,6.1419777977764725E-2]
[null,"X1947",-0.26808603549560622,-0.39039815297199681,-0.35720304815671189,-0.13258752577673136,0.4249690720458596,0.74663451117782553,0.76572920564005431,0.78015485492054859,0.75570533069890022,0.67604478228110987,0.50622919248757947,-5.8372753263230118E-2,-0.47276374866180271,-0.6131720101292103,-0.66947096946312101,0.97266287417476938,0.95362382377228283,0.94645089597370824,0.96956248393595068,1,0.90460170448191801,0.47863084958777313,-0.19341439810341143,-0.63316772496762752,0.56040352330600463,-2.3335848434189763E-2,2.3335848434188022E-2,2.3335848434189087E-2]
[null,"X1955.5",-0.43597929137208585,-0.49125320207630296,-0.46959210527207751,-0.194647732641031,0.45924292036129122,0.83596723432896836,0.85730180357595931,0.84539189850212448,0.77122936128675545,0.66868574935177139,0.49543292191387844,-9.1665855297576079E-2,-0.53052921693275223,-0.67991378181850037,-0.7398666977855477,0.87979394027656233,0.83349705545468378,0.81228705704307913,0.83275097775299456,0.90460170448191801,1,0.70979845566948052,2.4724252242117491E-2,-0.45031952188411728,0.5051805278623922,1.4929254413190702E-2,-1.4929254413183416E-2,-1.4929254413192905E-2]
[null,"X1964",-0.54393191572589528,-0.46646168664216836,-0.45541188997476484,-0.14061938610922242,0.48948263516335688,0.78444202068321911,0.76426254891778189,0.71018798514623493,0.60903124723293722,0.52685681052533595,0.40714669397857262,-6.5559002578789577E-2,-0.44976089233740763,-0.59256972412932418,-0.66380069593745128,0.4931365556111893,0.39695226907486336,0.3804898809227803,0.40259329231437174,0.47863084958777313,0.70979845566948052,1,0.55928912731931324,4.3856388002039837E-3,0.2868431204822588,1.8030546855693462E-2,-1.8030546855677294E-2,-1.8030546855698781E-2]
[null,"X1972.5",-0.48064741051806681,-0.26923253744714865,-0.29048147927291451,-8.9445200972466832E-2,0.23137704986504029,0.34761462773944485,0.32375833300442175,0.25243344347064073,0.13546907178553702,9.0603671130282434E-2,8.8798222247372952E-2,-1.7933923910580331E-2,-0.14387367382012145,-0.20158964696953502,-0.24568984082925566,-0.22071540773699244,-0.32888403657191806,-0.35100458478053437,-0.29683847532892488,-0.19341439810341143,2.4724252242117491E-2,0.55928912731931324,1,0.7174664050384042,-0.1486503591791945,8.5360090083635654E-2,-8.5360090083621679E-2,-8.5360090083628395E-2]
[null,"X1981",-0.19848779845587339,6.0340126346880747E-2,-1.4145821572752343E-2,1.2158789387928104E-2,-5.5444282685101237E-2,-0.13650544807816814,-0.14877577168232886,-0.19975348336853863,-0.28156343414025115,-0.27363076227651117,-0.15207700492418424,0.11013674332237063,0.23040613456278491,0.2495605088096613,0.2381885540114988,-0.70670461833847131,-0.77761636717733373,-0.79154573076600776,-0.74902132785253916,-0.63316772496762752,-0.45031952188411728,4.3856388002039837E-3,0.7174664050384042,1,-0.42577173385941042,0.1268922909311534,-0.12689229093115648,-0.12689229093115556]
[null,"X2474",-6.3197575416907112E-2,-0.17938195012173133,-0.11737619037626061,1.0780393923036502E-2,0.29846440182721107,0.42788698432136973,0.41560733849309617,0.43647426880072387,0.45807589521832942,0.42655414196840447,0.32409777531638317,-6.3725580195132282E-3,-0.25804165074274626,-0.3490491195101218,-0.38566622505426118,0.58055010767164461,0.57905301541708964,0.57798624108266694,0.57335679756738311,0.56040352330600463,0.5051805278623922,0.2868431204822588,-0.1486503591791945,-0.42577173385941042,1,-6.4532248002166004E-2,6.4532248002168058E-2,6.4532248002160397E-2]
[null,"Class-HIGH",-0.17196865091363206,-8.0873247780215554E-2,-0.21586226880787041,-0.27120196073909281,-0.22898613190925896,-3.1443858616454996E-2,8.8940396128727381E-2,9.2631993807349461E-2,-2.6042156697077681E-2,-0.10753116608233783,-8.8829892586224563E-2,2.3065738379834805E-3,5.4217699991437121E-2,7.1149350704589165E-2,8.7421771963098235E-2,-8.291292081381621E-2,-8.1399620503052147E-2,-8.3436367594937041E-2,-6.1419777977765676E-2,-2.3335848434189763E-2,1.4929254413190702E-2,1.8030546855693462E-2,8.5360090083635654E-2,0.1268922909311534,-6.4532248002166004E-2,1,-0.999999999999999,-1]
[null,"Class-LOW",0.17196865091363228,8.0873247780190671E-2,0.21586226880786133,0.27120196073907665,0.22898613190932451,3.1443858616474522E-2,-8.8940396128748336E-2,-9.2631993807380103E-2,2.6042156697042108E-2,0.10753116608235699,8.8829892586201012E-2,-2.3065738380022589E-3,-5.4217699991482071E-2,-7.1149350704590539E-2,-8.7421771963090228E-2,8.2912920813801569E-2,8.1399620503040213E-2,8.3436367594932032E-2,6.1419777977761804E-2,2.3335848434188022E-2,-1.4929254413183416E-2,-1.8030546855677294E-2,-8.5360090083621679E-2,-0.12689229093115648,6.4532248002168058E-2,-0.999999999999999,1,1]
[null,"Class",0.17196865091363522,8.0873247780204549E-2,0.21586226880785733,0.27120196073907282,0.22898613190926612,3.144385861644703E-2,-8.8940396128756691E-2,-9.2631993807366517E-2,2.6042156697054852E-2,0.10753116608230984,8.8829892586190437E-2,-2.3065738379997236E-3,-5.4217699991475153E-2,-7.1149350704590761E-2,-8.7421771963093017E-2,8.291292081380533E-2,8.1399620503046749E-2,8.3436367594932226E-2,6.1419777977764725E-2,2.3335848434189087E-2,-1.4929254413192905E-2,-1.8030546855698781E-2,-8.5360090083628395E-2,-0.12689229093115556,6.4532248002160397E-2,-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)",1512.1239935646058,1.0902411224825822E-2]
[null,"R²(McFadden)",0,0.99999279000183106]
[null,"R²(Cox and Snell)",0,0.74897116577594747]
[null,"R²(Nagelkerke)",0,0.98860797761344477]
[null,"AIC",1514.1239935646058,54.010902411224826]
[null,"SBC",1519.1215895475877,188.94599395173685]
[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",26,1094.00000001234,0]
[null,"Wald",26,0.80926303668559219,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,5.1929470883758224E-29,0.99999999999999423,4.4408920985006262E-16,0.99999998318584016]
[null,"X1165",1,1.3551018688302006E-28,0.99999999999999067,4.4408920985006262E-16,0.99999998318584016]
[null,"X1403",1,2.0182414691937228E-28,0.99999999999998868,4.4408920985006262E-16,0.99999998318584016]
[null,"X1411.5",1,1.0776751393412096E-28,0.99999999999999167,4.4408920985006262E-16,0.99999998318584016]
[null,"X1420",1,2.6682408449511606E-29,0.99999999999999589,4.4408920985006262E-16,0.99999998318584016]
[null,"X1428.5",1,2.7421359776999613E-29,0.99999999999999578,4.4408920985006262E-16,0.99999998318584016]
[null,"X1437",1,1.389271815759467E-28,0.99999999999999056,4.4408920985006262E-16,0.99999998318584016]
[null,"X1445.5",1,4.7874077251145027E-28,0.99999999999998257,4.4408920985006262E-16,0.99999998318584016]
[null,"X1454",1,6.6986636199352648E-28,0.99999999999997935,4.4408920985006262E-16,0.99999998318584016]
[null,"X1462.5",1,7.684323321642591E-28,0.99999999999997791,4.4408920985006262E-16,0.99999998318584016]
[null,"X1471",1,3.634852944153489E-28,0.99999999999998479,4.4408920985006262E-16,0.99999998318584016]
[null,"X1479.5",1,2.6862430932244791E-30,0.99999999999999867,4.4408920985006262E-16,0.99999998318584016]
[null,"X1488",1,3.6669212888930312E-28,0.99999999999998468,4.4408920985006262E-16,0.99999998318584016]
[null,"X1496.5",1,3.144713044668653E-28,0.9999999999999859,4.4408920985006262E-16,0.99999998318584016]
[null,"X1505",1,1.0871145133822652E-28,0.99999999999999167,4.4408920985006262E-16,0.99999998318584016]
[null,"X1913",1,2.3062272035187967E-29,0.99999999999999611,4.4408920985006262E-16,0.99999998318584016]
[null,"X1921.5",1,7.3162440896367575E-30,0.99999999999999789,4.4408920985006262E-16,0.99999998318584016]
[null,"X1930",1,1.1156817614475131E-30,0.99999999999999911,4.4408920985006262E-16,0.99999998318584016]
[null,"X1938.5",1,1.1878458123687499E-29,0.99999999999999722,4.4408920985006262E-16,0.99999998318584016]
[null,"X1947",1,5.9166906196915579E-30,0.99999999999999811,4.4408920985006262E-16,0.99999998318584016]
[null,"X1955.5",1,6.1574644933027176E-30,0.999999999999998,4.4408920985006262E-16,0.99999998318584016]
[null,"X1964",1,1.8534098963813031E-30,0.99999999999999889,4.4408920985006262E-16,0.99999998318584016]
[null,"X1972.5",1,4.6296557848939851E-31,0.99999999999999944,4.4408920985006262E-16,0.99999998318584016]
[null,"X1981",1,1.3187572336708554E-30,0.99999999999999911,4.4408920985006262E-16,0.99999998318584016]
[null,"X2474",1,2.6810467846408141E-29,0.99999999999999589,4.4408920985006262E-16,0.99999998318584016]
[null,"Class",1,0.6662092793019343,0.41437635489186464,1297.7362430432963,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4512191910980438E-3,1,0.94114376798768251]
[]
[]
[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",12.209246309833883,654.35068585966383,3.4814213368407755E-4,0.98511348100048546,-1270.2945312341899,1294.7130238538575]
[null,"X961",7.0750058032968223E-10,98179.281988047704,5.1929470883758212E-29,0.99999999999999423,-192427.85672457478,192427.85672457618]
[null,"X1165",-2.4453235464572581E-9,210063.38411018185,1.3551018688302006E-28,0.99999999999999067,-411716.66732656228,411716.66732655739]
[null,"X1403",-1.9983789156241004E-9,140666.69256338404,2.0182414691937228E-28,0.99999999999998868,-275701.6512486029,275701.65124859894]
[null,"X1411.5",4.6248176650189478E-9,445503.0514338229,1.0776751393412096E-28,0.99999999999999167,-873169.93581298331,873169.93581299263]
[null,"X1420",-3.7967717009044029E-9,735024.76160197065,2.6682408449511606E-29,0.99999999999999589,-1440622.0604850051,1440622.0604849977]
[null,"X1428.5",3.911314124610598E-9,746927.07606247999,2.7421359776999613E-29,0.99999999999999578,-1463950.168160266,1463950.1681602739]
[null,"X1437",-7.8868764926082314E-9,669131.42616848485,1.3892718157594668E-28,0.99999999999999056,-1311473.4962141602,1311473.4962141444]
[null,"X1445.5",1.5593330114406416E-8,712670.30771325564,4.7874077251145027E-28,0.99999999999998257,-1396808.135969043,1396808.1359690742]
[null,"X1454",-2.186413480373745E-8,844769.47269344784,6.6986636199352639E-28,0.99999999999997935,-1655717.741718072,1655717.7417180282]
[null,"X1462.5",2.2649327905935157E-8,817057.28102065646,7.6843233216425919E-28,0.99999999999997791,-1601402.8441066856,1601402.8441067308]
[null,"X1471",-1.4027015601155327E-8,735735.74683251546,3.634852944153489E-28,0.99999999999998479,-1442015.5659304231,1442015.5659303952]
[null,"X1479.5",-1.2337298717328552E-9,752744.21110503387,2.6862430932244791E-30,0.99999999999999867,-1475351.5433368827,1475351.5433368804]
[null,"X1488",1.566263732132252E-8,817926.15839892253,3.6669212888930317E-28,0.99999999999998468,-1603105.8124750757,1603105.8124751069]
[null,"X1496.5",-1.3958979006589947E-8,787160.22829973523,3.1447130446686525E-28,0.9999999999999859,-1542805.6975298212,1542805.6975297933]
[null,"X1505",5.3098968766361788E-9,509270.40605967474,1.0871145133822652E-28,0.99999999999999167,-998151.6542690458,998151.65426905651]
[null,"X1913",-3.1157247577624294E-10,64879.581514100471,2.3062272035187967E-29,0.99999999999999611,-127161.64309966787,127161.64309966726]
[null,"X1921.5",2.7703225135739368E-10,102420.34591156525,7.3162440896367561E-30,0.99999999999999789,-200740.18927080173,200740.18927080231]
[null,"X1930",-1.2133852561711576E-10,114875.79944947615,1.1156817614475126E-30,0.99999999999999911,-225152.42961621948,225152.42961621925]
[null,"X1938.5",4.0536427000875078E-10,117615.73599671767,1.1878458123687499E-29,0.99999999999999722,-230522.60656873739,230522.60656873821]
[null,"X1947",-3.053669042103975E-10,125540.11895400778,5.91669061969156E-30,0.99999999999999811,-246054.11176472969,246054.11176472911]
[null,"X1955.5",3.1169841761032976E-10,125612.72565696193,6.1574644933027169E-30,0.999999999999998,-246196.41828755543,246196.41828755607]
[null,"X1964",-1.9751385910546624E-10,145081.43271288322,1.8534098963813034E-30,0.99999999999999889,-284354.38294272247,284354.38294272212]
[null,"X1972.5",9.1857742669027953E-11,135002.37772786815,4.629655784893986E-31,0.99999999999999944,-264599.79817389371,264599.79817389394]
[null,"X1981",-1.4112255097355271E-10,122889.2774934262,1.3187572336708552E-30,0.99999999999999911,-240858.55797326408,240858.55797326379]
[null,"X2474",8.8011880892482323E-11,16997.658754308617,2.6810467846408141E-29,0.99999999999999589,-33314.798979946754,33314.798979946929]
[null,"Class-HIGH",-24.419060353007929,29.917383567365423,0.66620927930193441,0.41437635489186442,-83.056054656714593,34.217933950698729,2.4827719801939934E-11,8.495985723040601E-37,725537554626479.5]
[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,"X961",4.2040810927710389E-13,58.339692515227618,5.1929470883758212E-29,0.99999999999999423,-114.34369619898663,114.34369619898749]
[null,"X1165",-5.7302598218340681E-13,49.225296658554541,1.3551018688302006E-28,0.99999999999999067,-96.47980857906731,96.479808579066173]
[null,"X1403",-3.1602607431674184E-12,222.45201993658469,2.0182414691937224E-28,0.99999999999998868,-435.99794736389515,435.99794736388878]
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[null,"Class-LOW",0,0]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Predictions and residuals (Variable Class):"]
[]
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[null,"Obs18","LOW","LOW",4.9841319906319963E-6,0.99999501586800932]
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[null,"Obs834","HIGH","HIGH",0.99999501869685026,4.9813031497284385E-6]
[null,"Obs842","HIGH","HIGH",0.99999501869685026,4.9813031497133165E-6]
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[null,"Obs887","HIGH","HIGH",0.99999501869685026,4.9813031497092643E-6]
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[null,"Obs907","HIGH","HIGH",0.99999501869685026,4.9813031497152994E-6]
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[null,"Obs1502","LOW","LOW",4.9841319906161661E-6,0.99999501586800932]
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[null,"Obs1560","LOW","LOW",4.9841319906097566E-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_142127_1_HID","index":62,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)1","index":64,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:21:18 / End time: 07/29/2023 at 14:21:22 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 2123526329"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.49444857142857E-2,-6.4834857142857102E-3,-8.5897724079394087E-3,1.040903568741376E-3]
[null,"X1165",1094,0,1094,-8.2602285714285795E-3,-4.6917285714285504E-3,-5.4805683468268519E-3,4.0759120408000404E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7442344411073419E-2,2.7926206247772E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.3088071428571399E-2,-2.6656883442151995E-2,1.5750154328178292E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.7297642857142699E-2,-1.9805805079655268E-2,8.286702561799594E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4103978871768093E-2,7.4697493987821429E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0438630791329321E-2,7.0345022390534196E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-6.0504285714285703E-3,-9.0936665317315132E-3,5.8767465398640642E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6501629668320644E-3,5.4551943264139987E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.515751253591033E-3,5.0273797913897504E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-6.2400714285714099E-3,-7.1807547009663034E-3,3.4531665932739761E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2529224209976414E-3,2.591296930214083E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0484585270305585E-3,2.9464449241569486E-4]
[null,"X1496.5",1094,0,1094,-2.1657714285713801E-3,4.9461428571434497E-4,-3.083526638809112E-4,3.2452794510338885E-4]
[null,"X1505",1094,0,1094,-7.4778571428568696E-4,1.95364285714283E-3,1.1357837163750314E-3,3.1999359394891834E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.2967563737268208E-2,4.4803866066722656E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5274943366414204E-2,3.452646995915376E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1409014155131887E-2,2.6403192087110497E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7443267171585289E-3,1.6964555698607438E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8278839514233531E-3,9.3950159947901908E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.184920632018797E-3,5.0728568555082651E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2742765082266864E-3,3.304405682756378E-4]
[null,"X1972.5",1094,0,1094,-2.2181714285715599E-3,-4.5460000000008299E-4,-1.4896578871768068E-3,3.0126937235206807E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.2785920605902318E-4,3.9869933841640566E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7119156568294564E-3,9.7876236486866674E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",513,513,46.892138939670936]
[null,"","LOW",581,581,53.107861060329064]
[null,"Class","HIGH",513,513,46.892138939670936]
[null,"","LOW",581,581,53.107861060329064]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6831748328267434E-3,1.1255755982490095E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.7785999999999896E-3,-5.5056531306990853E-3,4.4062019709638513E-4]
[null,"X1403",470,0,470,-4.4071557142857203E-2,-2.1499342857142899E-2,-2.7529805562310043E-2,2.8725847079294842E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.2898085714285799E-2,-2.6655234285714282E-2,1.6201969000959827E-3]
[null,"X1420",470,0,470,-2.25915428571428E-2,-1.4997971428571399E-2,-1.9769971185410351E-2,8.7733998512547228E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4075983069908817E-2,7.7981742475129081E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0427786261398182E-2,7.1780396969635635E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0899544072948323E-3,6.0306092423121661E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6511680547112406E-3,5.7320871870005646E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5219175683890576E-3,5.3169510044142763E-4]
[null,"X1471",470,0,470,-8.3423571428571895E-3,-5.9522714285714703E-3,-7.1907254711246213E-3,3.4655073986668609E-4]
[null,"X1479.5",470,0,470,-5.8449142857143199E-3,-3.7669142857143E-3,-4.2647657446808589E-3,2.4510162388198731E-4]
[null,"X1488",470,0,470,-3.6995714285713598E-3,-1.41622857142853E-3,-2.0613800607902728E-3,2.8904486706122801E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,5.5757142857154596E-4,-3.2014620060790138E-4,3.3360188524526543E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,2.0514285714286502E-3,1.1228078419452858E-3,3.4478574668379494E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-9.7763428571426801E-3,-2.3169274103343449E-2,4.6193360060917555E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-5.3916142857144403E-3,-1.5477621337386021E-2,3.576215915516726E-3]
[null,"X1930",470,0,470,-1.96508857142857E-2,-4.16030000000001E-3,-1.1578448936170204E-2,2.725984606849799E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-3.0726142857141498E-3,-7.8258760486322066E-3,1.7555578693366628E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8573254711246263E-3,9.6354310972261291E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1958777811550176E-3,5.2004129468709542E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-8.2059999999983802E-4,-2.2624542553191427E-3,3.2776007628211199E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4671132522796342E-3,3.1908019234568247E-4]
[null,"X1981",470,0,470,-1.48851428571428E-3,6.1164285714288003E-4,-5.9933030395137288E-4,4.1887672058239539E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,2.8157142857088099E-5,-3.775465623100307E-3,1.0130713439142154E-3]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",225,225,47.872340425531917]
[null,"","LOW",245,245,52.127659574468083]
[null,"Class","HIGH",225,225,47.872340425531917]
[null,"","LOW",245,245,52.127659574468083]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
[null,"X961",1,0.83792715911153814,0.91351264847757452,0.74772423172854985,0.12329344973160143,-0.46721582444612386,-0.59155719588335354,-0.45632774599264508,-0.13106474328278128,7.6998470309522726E-2,0.23906988952414945,0.56047882692899054,0.6854429297299387,0.65755989835445627,0.6050139162795507,-0.21724548240404221,-0.14824326014555711,-0.12805062604769377,-0.15889461529832352,-0.25208885480802667,-0.40897277336672677,-0.53294998968799423,-0.46026588720993988,-0.18661425563796674,-0.10703741768916117,-0.15665975013241576,0.15665975013241581,0.15665975013241756]
[null,"X1165",0.83792715911153814,1,0.73218232825019713,0.5972874108470303,6.0617748014881928E-2,-0.41673799573988579,-0.49782675521914715,-0.43404485115496644,-0.24875920923631231,-5.0492894721171189E-2,0.23938376570248546,0.72904386265440191,0.87501603451675014,0.84571027345924421,0.78119594522101266,-0.37528784612217941,-0.32920914725158673,-0.30755536399068201,-0.31951807459088438,-0.37591985855233717,-0.47089319069727492,-0.46294478244148063,-0.24686347796614844,8.179588747821262E-2,-0.2169531559955753,-7.719996004082863E-2,7.7199960040854596E-2,7.7199960040860008E-2]
[null,"X1403",0.91351264847757452,0.73218232825019713,1,0.90883674184505781,0.3115271330303489,-0.38327954720060864,-0.57215871645907701,-0.4332435577227936,-5.9656136748707095E-2,0.16626747080917853,0.30824852613157355,0.56895328250427202,0.64702491359403158,0.58786104022146513,0.50801603448263233,-0.30968876109599014,-0.26593687231171598,-0.2508359143129949,-0.27483457701214808,-0.34335683204504314,-0.44993920976425283,-0.45902841181106374,-0.28200690049184862,-1.3312884002840116E-2,-0.1517471558308881,-0.18689990961065905,0.18689990961068823,0.18689990961067754]
[null,"X1411.5",0.74772423172854985,0.5972874108470303,0.90883674184505781,1,0.671876642181096,8.2148799294763197E-4,-0.25531180331308673,-0.14012120716225235,0.24040398058040688,0.47045432027891076,0.57312466793395189,0.60277319025943388,0.47378806978525412,0.32962391018205317,0.1980500706881945,-7.7623101520569837E-2,-7.7755775263012986E-2,-6.8962739561421738E-2,-7.8245012271681277E-2,-0.11011094696169875,-0.17171553523529196,-0.14603173701417718,-9.4198567293014512E-2,-7.0079793673740861E-3,-2.0189370708483548E-2,-0.26086092784394904,0.26086092784394904,0.26086092784396225]
[null,"X1420",0.12329344973160143,6.0617748014881928E-2,0.3115271330303489,0.671876642181096,1,0.72997595390594516,0.49695605663685571,0.53496017767349746,0.74995757342586922,0.859421702404225,0.8286112012990503,0.40651685633768864,-5.7821260151028404E-2,-0.30003257110453352,-0.46631950696574942,0.47183770659445523,0.40429076756566895,0.39770462958161346,0.41605555219954027,0.45661953206447281,0.48381350256339889,0.49258475124523893,0.21148032009127452,-0.1005770470929903,0.29604324721053582,-0.25954908283268613,0.25954908283276468,0.25954908283271]
[null,"X1428.5",-0.46721582444612386,-0.41673799573988579,-0.38327954720060864,8.2148799294763197E-4,0.72997595390594516,1,0.94677595583684937,0.91638680254218052,0.86021831395324233,0.79053858371130004,0.67152989384405226,9.9064830998800021E-2,-0.42644629339846268,-0.64032571411600181,-0.75630136275570081,0.74432944108160715,0.66504149516442335,0.65084211271698156,0.68386078643581627,0.7609551025113408,0.83999817849593572,0.78738276472214019,0.32264807497320558,-0.17826798567253729,0.45048803496225287,-8.1475028829228219E-2,8.1475028829254378E-2,8.1475028829242319E-2]
[null,"X1437",-0.59155719588335354,-0.49782675521914715,-0.57215871645907701,-0.25531180331308673,0.49695605663685571,0.94677595583684937,1,0.97133509920694583,0.8175664571436545,0.68015773895313991,0.56496564424787865,5.4847860289682568E-2,-0.4200832540407764,-0.60358404073373639,-0.69200039457873408,0.73398264028475368,0.670477164751488,0.65857209153382745,0.69459551239860429,0.77177962047638482,0.85214421104569338,0.76576613873782451,0.29809348183607953,-0.18576719071563341,0.44592492896202662,4.0403570244520334E-2,-4.040357024452728E-2,-4.040357024453467E-2]
[null,"X1445.5",-0.45632774599264508,-0.43404485115496644,-0.4332435577227936,-0.14012120716225235,0.53496017767349746,0.91638680254218052,0.97133509920694583,1,0.90923118744495635,0.78112374115229011,0.66508098862020859,0.16663468255738517,-0.32280376097922725,-0.52938120445601544,-0.63528720680907325,0.74893823602644827,0.69963543701205211,0.69189456436130203,0.72564886260221961,0.79109974723235432,0.84701740303009598,0.71807153383642597,0.22729405050830698,-0.24179010536040602,0.46701585302640614,5.0015854236023193E-2,-5.0015854236045355E-2,-5.0015854236028126E-2]
[null,"X1454",-0.13106474328278128,-0.24875920923631231,-5.9656136748707095E-2,0.24040398058040688,0.74995757342586922,0.86021831395324233,0.8175664571436545,0.90923118744495635,1,0.96011940357941639,0.84474431519612148,0.32405482510033257,-0.19344971088946497,-0.43992871143018758,-0.58368582016745552,0.75658237171307319,0.71740517483313915,0.71342736300832266,0.73743294243620328,0.77860368470628727,0.78931083426491566,0.62529928213770336,0.11417539544191692,-0.32989828948610689,0.47619063382442295,-5.8450222526222638E-2,5.8450222526231589E-2,5.8450222526228217E-2]
[null,"X1462.5",7.6998470309522726E-2,-5.0492894721171189E-2,0.16626747080917853,0.47045432027891076,0.859421702404225,0.79053858371130004,0.68015773895313991,0.78112374115229011,0.96011940357941639,1,0.93250434410130112,0.45846643851839647,-5.5916216509509287E-2,-0.3147196479516437,-0.47996249386335499,0.69524721277823109,0.65843034457095118,0.6578043433769456,0.67756824663145043,0.70458235316439288,0.69242079035813431,0.54393674935055847,7.1882538407787661E-2,-0.32255466270663907,0.4325205936741664,-0.13679553374376915,0.1367955337438598,0.13679553374379913]
[null,"X1471",0.23906988952414945,0.23938376570248546,0.30824852613157355,0.57312466793395189,0.8286112012990503,0.67152989384405226,0.56496564424787865,0.66508098862020859,0.84474431519612148,0.93250434410130112,1,0.72861466147985443,0.25408125515042423,-2.0072240482120404E-2,-0.20364632934020599,0.52153788722954442,0.49427562287167109,0.50090542545842998,0.52338011500587611,0.54407282994216899,0.52453317000844635,0.42413865011190105,6.9610582702996679E-2,-0.2062240209943588,0.32611182060013172,-0.11692671820109352,0.11692671820106525,0.1169267182010906]
[null,"X1479.5",0.56047882692899054,0.72904386265440191,0.56895328250427202,0.60277319025943388,0.40651685633768864,9.9064830998800021E-2,5.4847860289682568E-2,0.16663468255738517,0.32405482510033257,0.45846643851839647,0.72861466147985443,1,0.83233481588851344,0.6342921753189269,0.47813897652727855,-5.7701677504469834E-2,-3.9362240436982478E-2,-1.9583885649479403E-2,-5.9289259233703453E-3,-1.5608952157022156E-2,-5.5695350674321881E-2,-5.4592908334409933E-2,-2.8150733854680244E-2,7.326571994697538E-2,-5.1894209913451745E-3,2.8139134932629716E-3,-2.8139134932912368E-3,-2.8139134932634127E-3]
[null,"X1488",0.6854429297299387,0.87501603451675014,0.64702491359403158,0.47378806978525412,-5.7821260151028404E-2,-0.42644629339846268,-0.4200832540407764,-0.32280376097922725,-0.19344971088946497,-5.5916216509509287E-2,0.25408125515042423,0.83233481588851344,1,0.94901801489970417,0.86820080434415048,-0.49209677905385196,-0.43827723932290824,-0.41510799739037396,-0.41665811839569239,-0.45462215122720612,-0.51073263898475818,-0.45579006794642368,-0.14180299106922939,0.23075605847392477,-0.27054999732849944,8.3007177020377201E-2,-8.3007177020360645E-2,-8.3007177020372913E-2]
[null,"X1496.5",0.65755989835445627,0.84571027345924421,0.58786104022146513,0.32962391018205317,-0.30003257110453352,-0.64032571411600181,-0.60358404073373639,-0.52938120445601544,-0.43992871143018758,-0.3147196479516437,-2.0072240482120404E-2,0.6342921753189269,0.94901801489970417,1,0.97509349686496793,-0.64035189194155806,-0.57473379224277044,-0.55239576987633998,-0.56109224755904452,-0.61011612864744191,-0.67273558789470933,-0.60351115388854393,-0.19074699100306536,0.27162931511602328,-0.36589616822329418,0.10838547664100898,-0.10838547664100648,-0.10838547664100777]
[null,"X1505",0.6050139162795507,0.78119594522101266,0.50801603448263233,0.1980500706881945,-0.46631950696574942,-0.75630136275570081,-0.69200039457873408,-0.63528720680907325,-0.58368582016745552,-0.47996249386335499,-0.20364632934020599,0.47813897652727855,0.86820080434415048,0.97509349686496793,1,-0.69789082300791427,-0.62417021951902529,-0.60274715475706542,-0.61758734944645677,-0.67390901299114492,-0.74004518633148142,-0.675144658142806,-0.23351565682769418,0.26797493323142813,-0.40407641241082137,0.12836044917039638,-0.1283604491704021,-0.12836044917039927]
[null,"X1913",-0.21724548240404221,-0.37528784612217941,-0.30968876109599014,-7.7623101520569837E-2,0.47183770659445523,0.74432944108160715,0.73398264028475368,0.74893823602644827,0.75658237171307319,0.69524721277823109,0.52153788722954442,-5.7701677504469834E-2,-0.49209677905385196,-0.64035189194155806,-0.69789082300791427,1,0.98894105767032958,0.9821504565879815,0.98328083179140002,0.97457589649458642,0.88651149624422254,0.52283512356709905,-0.21842400533087333,-0.7254199529966544,0.57893896877228512,-0.14540774433962839,0.14540774433962403,0.14540774433962494]
[null,"X1921.5",-0.14824326014555711,-0.32920914725158673,-0.26593687231171598,-7.7755775263012986E-2,0.40429076756566895,0.66504149516442335,0.670477164751488,0.69963543701205211,0.71740517483313915,0.65843034457095118,0.49427562287167109,-3.9362240436982478E-2,-0.43827723932290824,-0.57473379224277044,-0.62417021951902529,0.98894105767032958,1,0.99648229873940597,0.98752684441875371,0.95683597149509181,0.84329887453766661,0.43009910904016535,-0.32375133103987624,-0.79298015225879848,0.57496736663124737,-0.13894667972721694,0.13894667972721836,0.13894667972721861]
[null,"X1930",-0.12805062604769377,-0.30755536399068201,-0.2508359143129949,-6.8962739561421738E-2,0.39770462958161346,0.65084211271698156,0.65857209153382745,0.69189456436130203,0.71342736300832266,0.6578043433769456,0.50090542545842998,-1.9583885649479403E-2,-0.41510799739037396,-0.55239576987633998,-0.60274715475706542,0.9821504565879815,0.99648229873940597,1,0.99135479161182394,0.95114420890381335,0.82514329622454763,0.4154801674216751,-0.34049878668258549,-0.80192104630933891,0.57227227479750375,-0.14003010515534206,0.14003010515534517,0.14003010515534475]
[null,"X1938.5",-0.15889461529832352,-0.31951807459088438,-0.27483457701214808,-7.8245012271681277E-2,0.41605555219954027,0.68386078643581627,0.69459551239860429,0.72564886260221961,0.73743294243620328,0.67756824663145043,0.52338011500587611,-5.9289259233703453E-3,-0.41665811839569239,-0.56109224755904452,-0.61758734944645677,0.98328083179140002,0.98752684441875371,0.99135479161182394,1,0.9711631976344306,0.83889722286985213,0.43218518938584327,-0.28886841598724217,-0.76336155291684038,0.57053321923552458,-0.12416197393088892,0.1241619739308942,0.12416197393089766]
[null,"X1947",-0.25208885480802667,-0.37591985855233717,-0.34335683204504314,-0.11011094696169875,0.45661953206447281,0.7609551025113408,0.77177962047638482,0.79109974723235432,0.77860368470628727,0.70458235316439288,0.54407282994216899,-1.5608952157022156E-2,-0.45462215122720612,-0.61011612864744191,-0.67390901299114492,0.97457589649458642,0.95683597149509181,0.95114420890381335,0.9711631976344306,1,0.90462026721783129,0.50477192759965817,-0.19762644699061885,-0.65681088796168596,0.56526985298392307,-9.2704291658731591E-2,9.2704291658739418E-2,9.2704291658740251E-2]
[null,"X1955.5",-0.40897277336672677,-0.47089319069727492,-0.44993920976425283,-0.17171553523529196,0.48381350256339889,0.83999817849593572,0.85214421104569338,0.84701740303009598,0.78931083426491566,0.69242079035813431,0.52453317000844635,-5.5695350674321881E-2,-0.51073263898475818,-0.67273558789470933,-0.74004518633148142,0.88651149624422254,0.84329887453766661,0.82514329622454763,0.83889722286985213,0.90462026721783129,1,0.73121478594691303,4.7618750680329218E-3,-0.49064083643769552,0.52888067609463019,-4.6265766667959618E-2,4.6265766667945178E-2,4.6265766667954365E-2]
[null,"X1964",-0.53294998968799423,-0.46294478244148063,-0.45902841181106374,-0.14603173701417718,0.49258475124523893,0.78738276472214019,0.76576613873782451,0.71807153383642597,0.62529928213770336,0.54393674935055847,0.42413865011190105,-5.4592908334409933E-2,-0.45579006794642368,-0.60351115388854393,-0.675144658142806,0.52283512356709905,0.43009910904016535,0.4154801674216751,0.43218518938584327,0.50477192759965817,0.73121478594691303,1,0.5274177402946304,-4.4126737200987746E-2,0.31893290434856419,-2.3629675573904527E-2,2.3629675573913149E-2,2.3629675573906436E-2]
[null,"X1972.5",-0.46026588720993988,-0.24686347796614844,-0.28200690049184862,-9.4198567293014512E-2,0.21148032009127452,0.32264807497320558,0.29809348183607953,0.22729405050830698,0.11417539544191692,7.1882538407787661E-2,6.9610582702996679E-2,-2.8150733854680244E-2,-0.14180299106922939,-0.19074699100306536,-0.23351565682769418,-0.21842400533087333,-0.32375133103987624,-0.34049878668258549,-0.28886841598724217,-0.19762644699061885,4.7618750680329218E-3,0.5274177402946304,1,0.6965294170471219,-0.1331824018771913,8.3620156706018009E-2,-8.3620156706016663E-2,-8.3620156706013443E-2]
[null,"X1981",-0.18661425563796674,8.179588747821262E-2,-1.3312884002840116E-2,-7.0079793673740861E-3,-0.1005770470929903,-0.17826798567253729,-0.18576719071563341,-0.24179010536040602,-0.32989828948610689,-0.32255466270663907,-0.2062240209943588,7.326571994697538E-2,0.23075605847392477,0.27162931511602328,0.26797493323142813,-0.7254199529966544,-0.79298015225879848,-0.80192104630933891,-0.76336155291684038,-0.65681088796168596,-0.49064083643769552,-4.4126737200987746E-2,0.6965294170471219,1,-0.42490560201234373,0.16882656047946945,-0.16882656047946923,-0.16882656047946956]
[null,"X2474",-0.10703741768916117,-0.2169531559955753,-0.1517471558308881,-2.0189370708483548E-2,0.29604324721053582,0.45048803496225287,0.44592492896202662,0.46701585302640614,0.47619063382442295,0.4325205936741664,0.32611182060013172,-5.1894209913451745E-3,-0.27054999732849944,-0.36589616822329418,-0.40407641241082137,0.57893896877228512,0.57496736663124737,0.57227227479750375,0.57053321923552458,0.56526985298392307,0.52888067609463019,0.31893290434856419,-0.1331824018771913,-0.42490560201234373,1,-7.4956224291205742E-2,7.495622429120409E-2,7.4956224291202717E-2]
[null,"Class-HIGH",-0.15665975013241576,-7.719996004082863E-2,-0.18689990961065905,-0.26086092784394904,-0.25954908283268613,-8.1475028829228219E-2,4.0403570244520334E-2,5.0015854236023193E-2,-5.8450222526222638E-2,-0.13679553374376915,-0.11692671820109352,2.8139134932629716E-3,8.3007177020377201E-2,0.10838547664100898,0.12836044917039638,-0.14540774433962839,-0.13894667972721694,-0.14003010515534206,-0.12416197393088892,-9.2704291658731591E-2,-4.6265766667959618E-2,-2.3629675573904527E-2,8.3620156706018009E-2,0.16882656047946945,-7.4956224291205742E-2,1,-0.99999999999999978,-1]
[null,"Class-LOW",0.15665975013241581,7.7199960040854596E-2,0.18689990961068823,0.26086092784394904,0.25954908283276468,8.1475028829254378E-2,-4.040357024452728E-2,-5.0015854236045355E-2,5.8450222526231589E-2,0.1367955337438598,0.11692671820106525,-2.8139134932912368E-3,-8.3007177020360645E-2,-0.10838547664100648,-0.1283604491704021,0.14540774433962403,0.13894667972721836,0.14003010515534517,0.1241619739308942,9.2704291658739418E-2,4.6265766667945178E-2,2.3629675573913149E-2,-8.3620156706016663E-2,-0.16882656047946923,7.495622429120409E-2,-0.99999999999999978,1,1]
[null,"Class",0.15665975013241756,7.7199960040860008E-2,0.18689990961067754,0.26086092784396225,0.25954908283271,8.1475028829242319E-2,-4.040357024453467E-2,-5.0015854236028126E-2,5.8450222526228217E-2,0.13679553374379913,0.1169267182010906,-2.8139134932634127E-3,-8.3007177020372913E-2,-0.10838547664100777,-0.12836044917039927,0.14540774433962494,0.13894667972721861,0.14003010515534475,0.12416197393089766,9.2704291658740251E-2,4.6265766667954365E-2,2.3629675573906436E-2,-8.3620156706013443E-2,-0.16882656047946956,7.4956224291202717E-2,-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)",1512.3766141573251,1.0906489047700817E-2]
[null,"R²(McFadden)",0,0.99999278850985551]
[null,"R²(Cox and Snell)",0,0.749029124375864]
[null,"R²(Nagelkerke)",0,0.98860960027820954]
[null,"AIC",1514.3766141573251,54.010906489047699]
[null,"SBC",1519.374210140307,188.94599802955972]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.531:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1512.3657076682773,0]
[null,"Score",26,1093.9999999923166,0]
[null,"Wald",26,0.80970655515771928,0.99999999999999911]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,1.3372103848407804E-27,0.9999999999999708,0,1]
[null,"X1165",1,1.2093372744074174E-27,0.99999999999997224,0,1]
[null,"X1403",1,6.8986537221025207E-27,0.99999999999993372,0,1]
[null,"X1411.5",1,7.2308300586532973E-27,0.99999999999993217,0,1]
[null,"X1420",1,6.3112807977957337E-27,0.99999999999993661,0,1]
[null,"X1428.5",1,3.4187312349125989E-27,0.99999999999995337,0,1]
[null,"X1437",1,2.8714494979887444E-28,0.99999999999998646,0,1]
[null,"X1445.5",1,5.5683111715089121E-28,0.99999999999998113,0,1]
[null,"X1454",1,1.830064210710409E-27,0.99999999999996592,0,1]
[null,"X1462.5",1,2.2828311539621711E-27,0.99999999999996192,0,1]
[null,"X1471",1,1.166892012904257E-27,0.9999999999999728,0,1]
[null,"X1479.5",1,4.3250318536269551E-28,0.99999999999998346,0,1]
[null,"X1488",1,1.147303305260648E-29,0.99999999999999734,0,1]
[null,"X1496.5",1,5.4305463739365597E-28,0.99999999999998146,0,1]
[null,"X1505",1,4.4472334611320406E-28,0.99999999999998312,0,1]
[null,"X1913",1,1.4588661230469968E-29,0.999999999999997,0,1]
[null,"X1921.5",1,3.1824305802922438E-28,0.99999999999998579,0,1]
[null,"X1930",1,9.4491412658987445E-28,0.99999999999997546,0,1]
[null,"X1938.5",1,7.9798078021353513E-28,0.99999999999997746,0,1]
[null,"X1947",1,1.9464532852535719E-29,0.99999999999999645,0,1]
[null,"X1955.5",1,2.0571023541920124E-29,0.99999999999999634,0,1]
[null,"X1964",1,3.1080832205730262E-28,0.9999999999999859,0,1]
[null,"X1972.5",1,4.2543989222756692E-29,0.99999999999999478,0,1]
[null,"X1981",1,1.2775111406169533E-28,0.99999999999999101,0,1]
[null,"X2474",1,9.8054321731833618E-29,0.99999999999999212,0,1]
[null,"Class",1,0.65122019700817524,0.41967676485628236,1269.9146384932392,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4532581186453113E-3,1,0.94113278196493511]
[]
[]
[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",12.208894089331045,656.78561833277809,3.4554561308481821E-4,0.98516909194469982,-1275.0672634067835,1299.4850515854457]
[null,"X961",-3.8546508077910024E-9,105410.81499939863,1.3372103848407802E-27,0.9999999999999708,-206601.40097983961,206601.40097983193]
[null,"X1165",8.0006254040546604E-9,230064.82163047916,1.2093372744074177E-27,0.99999999999997224,-450918.76450536266,450918.76450537861]
[null,"X1403",1.2615824646926266E-8,151891.49995620982,6.8986537221025178E-27,0.99999999999993372,-297701.86947192578,297701.86947195104]
[null,"X1411.5",-3.9240436855193719E-8,461466.05077899218,7.2308300586532973E-27,0.99999999999993217,-904456.8396147954,904456.83961471694]
[null,"X1420",5.9797605885037503E-8,752705.42302463052,6.3112807977957337E-27,0.99999999999993661,-1475275.5200962017,1475275.5200963214]
[null,"X1428.5",-4.4628814450779277E-8,763278.2202111386,3.4187312349125989E-27,0.99999999999995337,-1495997.8217977083,1495997.8217976189]
[null,"X1437",1.1709456977798789E-8,691012.9144377067,2.8714494979887453E-28,0.99999999999998646,-1354360.4251499511,1354360.4251499744]
[null,"X1445.5",1.7186370513853108E-8,728320.31176538707,5.5683111715089121E-28,0.99999999999998113,-1427481.5802691248,1427481.5802691593]
[null,"X1454",-3.6251802813531718E-8,847415.58138950728,1.8300642107104094E-27,0.99999999999996592,-1660904.0194615412,1660904.0194614686]
[null,"X1462.5",3.863185413199524E-8,808553.30598546157,2.2828311539621711E-27,0.99999999999996192,-1584735.3593122598,1584735.3593123371]
[null,"X1471",-2.5894607443521379E-8,758043.2728139651,1.1668920129042567E-27,0.9999999999999728,-1485737.5134382679,1485737.5134382162]
[null,"X1479.5",1.6627486315828033E-8,799524.80825208698,4.3250318536269542E-28,0.99999999999998346,-1567039.8289203662,1567039.8289203993]
[null,"X1488",-2.8287979426838197E-9,835146.76870539202,1.1473033052606481E-29,0.99999999999999734,-1636857.5884675735,1636857.5884675679]
[null,"X1496.5",-1.8140313869248851E-8,778436.21756893455,5.4305463739365579E-28,0.99999999999998146,-1525706.9506967152,1525706.9506966788]
[null,"X1505",1.0791110711043311E-8,511706.79476556869,4.4472334611320415E-28,0.99999999999998312,-1002926.8883849327,1002926.8883849543]
[null,"X1913",2.4401220213660162E-10,63885.724542409866,1.4588661230469963E-29,0.999999999999997,-125213.71922936969,125213.71922937018]
[null,"X1921.5",-1.8424413660965779E-9,103279.51891038206,3.1824305802922433E-28,0.99999999999998579,-202424.13740497408,202424.13740497042]
[null,"X1930",3.5252970413060601E-9,114683.13214881458,9.4491412658987481E-28,0.99999999999997546,-224774.80864592062,224774.80864592767]
[null,"X1938.5",-3.3087346958767895E-9,117129.34910955059,7.9798078021353504E-28,0.99999999999997746,-229569.30578734106,229569.30578733442]
[null,"X1947",-5.4807648459868949E-10,124227.9093148617,1.9464532852535721E-29,0.99999999999999645,-243482.22813183733,243482.22813183622]
[null,"X1955.5",-5.5326778472687453E-10,121985.28145359307,2.0571023541920122E-29,0.99999999999999634,-239086.75829302473,239086.75829302362]
[null,"X1964",-2.5029143540017134E-9,141971.00921745994,3.1080832205730258E-28,0.9999999999999859,-278258.06491502799,278258.06491502299]
[null,"X1972.5",8.3699071565549928E-10,128322.12285543109,4.2543989222756675E-29,0.99999999999999478,-251506.73921636818,251506.73921636987]
[null,"X1981",-1.398697107587167E-9,123748.89473951947,1.2775111406169533E-28,0.99999999999999101,-242543.37681609765,242543.37681609485]
[null,"X2474",-1.7118155601553033E-10,17287.157937615222,9.8054321731833618E-29,0.99999999999999212,-33882.206952781722,33882.206952781373]
[null,"Class-HIGH",-24.418308429970786,30.25879606683873,0.65122019700817513,0.41967676485628236,-83.724458936516925,34.887842076575353,2.4846395356828807E-11,4.3544116529339107E-37,1417742306958716.8]
[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,"X961",-2.2110965841858142E-12,60.465527126432832,1.3372103848407807E-27,0.9999999999999708,-118.51025547404021,118.51025547403577]
[null,"X1165",1.7970531196758941E-12,51.675798398110594,1.2093372744074172E-27,0.99999999999997224,-101.28270373264756,101.28270373265114]
[null,"X1403",1.9415105719061422E-11,233.75321170107748,6.8986537221025221E-27,0.99999999999993372,-458.14787620465904,458.14787620469792]
[null,"X1411.5",-3.4058916031582025E-11,400.53156219710161,7.2308300586532973E-27,0.99999999999993217,-785.02743657791768,785.02743657784947]
[null,"X1420",2.7307234632974709E-11,343.73121284424445,6.3112807977957322E-27,0.99999999999993661,-673.70079753696336,673.70079753701793]
[null,"X1428.5",-1.8371032130760726E-11,314.19630749263257,3.4187312349125989E-27,0.99999999999995337,-615.8134467610505,615.81344676101367]
[null,"X1437",4.5392311851448606E-12,267.87470815261702,2.8714494979887453E-28,0.99999999999998646,-525.02478034830267,525.02478034831177]
[null,"X1445.5",5.5658731630219568E-12,235.86937533269335,5.5683111715089121E-28,0.99999999999998113,-462.29548070803355,462.29548070804469]
[null,"X1454",-1.0898130634774121E-11,254.75272927609188,1.8300642107104094E-27,0.99999999999996592,-499.30617434443354,499.30617434441172]
[null,"X1462.5",1.0702849591574299E-11,224.00748333653942,2.2828311539621718E-27,0.99999999999996192,-439.04659960706277,439.04659960708415]
[null,"X1471",-4.927640738571122E-12,144.25261788057864,1.1668920129042576E-27,0.9999999999999728,-282.72993572155764,282.72993572154775]
[null,"X1479.5",2.3744113209893927E-12,114.17244435308923,4.3250318536269542E-28,0.99999999999998346,-223.77387895895592,223.77387895896069]
[null,"X1488",-4.5931690488935407E-13,135.60425194815031,1.1473033052606481E-29,0.99999999999999734,-265.77944996887044,265.77944996886953]
[null,"X1496.5",-3.2442108436463979E-12,139.21540918899191,5.4305463739365597E-28,0.99999999999998146,-272.85718810343383,272.85718810342735]
[null,"X1505",1.90291595276052E-12,90.234921035409428,4.4472334611320415E-28,0.99999999999998312,-176.85719537721627,176.85719537722008]
[null,"X1913",6.0247524821321037E-13,157.73624193359862,1.4588661230469968E-29,0.999999999999997,-309.15735324654923,309.15735324655049]
[null,"X1921.5",-3.5055650312458723E-12,196.50724120636895,3.1824305802922433E-28,0.99999999999998579,-385.14711546581179,385.14711546580475]
[null,"X1930",5.1293735313099926E-12,166.86611529164034,9.4491412658987445E-28,0.99999999999997546,-327.05157621171827,327.0515762117285]
[null,"X1938.5",-3.0932613144289125E-12,109.50158223211716,7.9798078021353504E-28,0.99999999999997746,-214.61915742510379,214.6191574250976]
[null,"X1947",-2.8375979870358198E-13,64.317458477283992,1.9464532852535721E-29,0.99999999999999645,-126.05990219262726,126.05990219262669]
[null,"X1955.5",-1.5466789164906803E-13,34.101400470948008,2.0571023541920122E-29,0.99999999999999634,-66.837516745435479,66.837516745435167]
[null,"X1964",-4.5577607488523097E-13,25.852658212285174,3.1080832205730267E-28,0.9999999999999859,-50.670279000703047,50.670279000702138]
[null,"X1972.5",1.3895935765725675E-13,21.30436984744961,4.2543989222756686E-29,0.99999999999999478,-41.755797614322169,41.755797614322454]
[null,"X1981",-3.0731330725428387E-13,27.189362089314226,1.2775111406169533E-28,0.99999999999999101,-53.29017045767489,53.290170457674279]
[null,"X2474",-9.2330759068102733E-14,9.3242312528423472,9.8054321731833618E-29,0.99999999999999212,-18.275157439093874,18.27515743909369]
[null,"Class-HIGH",-6.7182437451865997,8.3251453717983619,0.65122019700817502,0.41967676485628258,-23.035228839971701,9.5987413495985034]
[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",0.99999501670542268,4.9832945773269483E-6]
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[null,"Obs4","HIGH","HIGH",0.99999501670542268,4.9832945773264435E-6]
[null,"Obs5","HIGH","HIGH",0.99999501670542268,4.9832945773187685E-6]
[null,"Obs6","LOW","LOW",4.9858878044824956E-6,0.9999950141121956]
[null,"Obs7","LOW","LOW",4.9858878044779436E-6,0.9999950141121956]
[null,"Obs8","HIGH","HIGH",0.99999501670542268,4.9832945773287364E-6]
[null,"Obs10","HIGH","HIGH",0.99999501670542268,4.9832945773177512E-6]
[null,"Obs12","HIGH","HIGH",0.99999501670542268,4.9832945773027113E-6]
[null,"Obs13","LOW","LOW",4.9858878044778013E-6,0.9999950141121956]
[null,"Obs15","LOW","LOW",4.985887804473949E-6,0.9999950141121956]
[null,"Obs16","LOW","LOW",4.9858878044878717E-6,0.9999950141121956]
[null,"Obs19","LOW","LOW",4.9858878044716908E-6,0.9999950141121956]
[null,"Obs20","LOW","LOW",4.9858878044805118E-6,0.9999950141121956]
[null,"Obs21","HIGH","HIGH",0.99999501670542268,4.9832945773091555E-6]
[null,"Obs24","HIGH","HIGH",0.99999501670542268,4.9832945773197163E-6]
[null,"Obs25","HIGH","HIGH",0.99999501670542268,4.9832945773331096E-6]
[null,"Obs26","HIGH","HIGH",0.99999501670542268,4.9832945773211148E-6]
[null,"Obs27","LOW","LOW",4.9858878044889169E-6,0.9999950141121956]
[null,"Obs28","LOW","LOW",4.9858878044988094E-6,0.9999950141121956]
[null,"Obs29","LOW","LOW",4.9858878044849046E-6,0.9999950141121956]
[null,"Obs30","LOW","LOW",4.9858878044816638E-6,0.9999950141121956]
[null,"Obs31","LOW","LOW",4.9858878044935578E-6,0.9999950141121956]
[null,"Obs33","HIGH","HIGH",0.99999501670542268,4.9832945773470687E-6]
[null,"Obs34","HIGH","HIGH",0.99999501670542268,4.9832945773315782E-6]
[null,"Obs35","HIGH","HIGH",0.99999501670542268,4.9832945773273642E-6]
[null,"Obs36","LOW","LOW",4.9858878044811674E-6,0.9999950141121956]
[null,"Obs37","LOW","LOW",4.9858878044714698E-6,0.9999950141121956]
[null,"Obs38","LOW","LOW",4.9858878044855517E-6,0.9999950141121956]
[null,"Obs40","LOW","LOW",4.9858878044985443E-6,0.9999950141121956]
[null,"Obs41","LOW","LOW",4.9858878044871018E-6,0.9999950141121956]
[null,"Obs43","HIGH","HIGH",0.99999501670542268,4.9832945773321093E-6]
[null,"Obs44","HIGH","HIGH",0.99999501670542268,4.9832945773299934E-6]
[null,"Obs45","HIGH","HIGH",0.99999501670542268,4.9832945773147857E-6]
[null,"Obs48","LOW","LOW",4.9858878044641362E-6,0.9999950141121956]
[null,"Obs49","LOW","LOW",4.9858878044731257E-6,0.9999950141121956]
[null,"Obs51","LOW","LOW",4.9858878044800688E-6,0.9999950141121956]
[null,"Obs52","HIGH","HIGH",0.99999501670542268,4.9832945773265053E-6]
[null,"Obs55","LOW","LOW",4.9858878044794674E-6,0.9999950141121956]
[null,"Obs57","LOW","LOW",4.9858878044768984E-6,0.9999950141121956]
[null,"Obs58","LOW","LOW",4.9858878044724786E-6,0.9999950141121956]
[null,"Obs59","HIGH","HIGH",0.99999501670542268,4.9832945773296918E-6]
[null,"Obs60","HIGH","HIGH",0.99999501670542268,4.9832945773381545E-6]
[null,"Obs61","HIGH","HIGH",0.99999501670542268,4.9832945773614708E-6]
[null,"Obs62","HIGH","HIGH",0.99999501670542268,4.983294577340483E-6]
[null,"Obs63","HIGH","HIGH",0.99999501670542268,4.9832945773500257E-6]
[null,"Obs65","HIGH","HIGH",0.99999501670542268,4.983294577330427E-6]
[null,"Obs67","HIGH","HIGH",0.99999501670542268,4.9832945773398012E-6]
[null,"Obs68","HIGH","HIGH",0.99999501670542268,4.9832945773069863E-6]
[null,"Obs73","HIGH","HIGH",0.99999501670542268,4.9832945773275327E-6]
[null,"Obs74","HIGH","HIGH",0.99999501670542268,4.9832945773350569E-6]
[null,"Obs75","HIGH","HIGH",0.99999501670542268,4.9832945773371195E-6]
[null,"Obs77","LOW","LOW",4.9858878045115463E-6,0.9999950141121956]
[null,"Obs78","HIGH","HIGH",0.99999501670542268,4.9832945773320652E-6]
[null,"Obs79","LOW","LOW",4.9858878044709023E-6,0.9999950141121956]
[null,"Obs80","HIGH","HIGH",0.99999501670542268,4.9832945773462369E-6]
[null,"Obs81","HIGH","HIGH",0.99999501670542268,4.9832945773408371E-6]
[null,"Obs82","HIGH","HIGH",0.99999501670542268,4.9832945773160249E-6]
[null,"Obs83","HIGH","HIGH",0.99999501670542268,4.9832945773152194E-6]
[null,"Obs84","HIGH","HIGH",0.99999501670542268,4.9832945773522212E-6]
[null,"Obs85","LOW","LOW",4.9858878044758447E-6,0.9999950141121956]
[null,"Obs86","HIGH","HIGH",0.99999501670542268,4.9832945773259124E-6]
[null,"Obs92","HIGH","HIGH",0.99999501670542268,4.9832945773330469E-6]
[null,"Obs93","HIGH","HIGH",0.99999501670542268,4.9832945773332333E-6]
[null,"Obs94","LOW","LOW",4.9858878044741176E-6,0.9999950141121956]
[null,"Obs95","LOW","LOW",4.9858878044727708E-6,0.9999950141121956]
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[null,"Obs100","HIGH","HIGH",0.99999501670542268,4.9832945773004633E-6]
[null,"Obs103","HIGH","HIGH",0.99999501670542268,4.983294577305836E-6]
[null,"Obs104","LOW","LOW",4.9858878044934697E-6,0.9999950141121956]
[null,"Obs105","LOW","LOW",4.9858878044903256E-6,0.9999950141121956]
[null,"Obs106","LOW","LOW",4.9858878044819382E-6,0.9999950141121956]
[null,"Obs107","HIGH","HIGH",0.99999501670542268,4.9832945773273998E-6]
[null,"Obs108","HIGH","HIGH",0.99999501670542268,4.9832945773273642E-6]
[null,"Obs111","LOW","LOW",4.9858878044715307E-6,0.9999950141121956]
[null,"Obs112","HIGH","HIGH",0.99999501670542268,4.9832945773188396E-6]
[null,"Obs113","HIGH","HIGH",0.99999501670542268,4.9832945773168034E-6]
[null,"Obs114","LOW","LOW",4.9858878044725413E-6,0.9999950141121956]
[null,"Obs115","LOW","LOW",4.9858878044936459E-6,0.9999950141121956]
[null,"Obs116","LOW","LOW",4.9858878044616035E-6,0.9999950141121956]
[null,"Obs117","LOW","LOW",4.9858878044819289E-6,0.9999950141121956]
[null,"Obs118","LOW","LOW",4.9858878044890228E-6,0.9999950141121956]
[null,"Obs119","LOW","LOW",4.9858878044946124E-6,0.9999950141121956]
[null,"Obs120","HIGH","HIGH",0.99999501670542268,4.9832945773206193E-6]
[null,"Obs121","HIGH","HIGH",0.99999501670542268,4.9832945773211944E-6]
[null,"Obs122","LOW","LOW",4.9858878044687593E-6,0.9999950141121956]
[null,"Obs123","LOW","LOW",4.9858878044759861E-6,0.9999950141121956]
[null,"Obs125","LOW","LOW",4.9858878044812733E-6,0.9999950141121956]
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[null,"Obs127","LOW","LOW",4.9858878044876777E-6,0.9999950141121956]
[null,"Obs128","HIGH","HIGH",0.99999501670542268,4.9832945773235398E-6]
[null,"Obs129","HIGH","HIGH",0.99999501670542268,4.9832945773185118E-6]
[null,"Obs131","HIGH","HIGH",0.99999501670542268,4.9832945773293827E-6]
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[null,"Obs138","LOW","LOW",4.9858878044750917E-6,0.9999950141121956]
[null,"Obs140","HIGH","HIGH",0.99999501670542268,4.98329457731938E-6]
[null,"Obs141","HIGH","HIGH",0.99999501670542268,4.9832945773300289E-6]
[null,"Obs143","LOW","LOW",4.9858878044854009E-6,0.9999950141121956]
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[null,"Obs152","LOW","LOW",4.9858878044669347E-6,0.9999950141121956]
[null,"Obs154","HIGH","HIGH",0.99999501670542268,4.9832945773289668E-6]
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[null,"Obs156","HIGH","HIGH",0.99999501670542268,4.9832945773147857E-6]
[null,"Obs158","LOW","LOW",4.9858878044776599E-6,0.9999950141121956]
[null,"Obs159","LOW","LOW",4.9858878044764817E-6,0.9999950141121956]
[null,"Obs160","LOW","LOW",4.9858878044702738E-6,0.9999950141121956]
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[null,"Obs162","HIGH","HIGH",0.99999501670542268,4.9832945773117762E-6]
[null,"Obs163","HIGH","HIGH",0.99999501670542268,4.9832945773222744E-6]
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[null,"Obs694","HIGH","HIGH",0.99999501670542268,4.9832945773421559E-6]
[null,"Obs700","HIGH","HIGH",0.99999501670542268,4.9832945773373854E-6]
[null,"Obs709","HIGH","HIGH",0.99999501670542268,4.9832945772955327E-6]
[null,"Obs724","HIGH","HIGH",0.99999501670542268,4.9832945773092351E-6]
[null,"Obs730","HIGH","HIGH",0.99999501670542268,4.9832945772878848E-6]
[null,"Obs736","HIGH","HIGH",0.99999501670542268,4.9832945773330215E-6]
[null,"Obs753","HIGH","HIGH",0.99999501670542268,4.9832945773231332E-6]
[null,"Obs767","HIGH","HIGH",0.99999501670542268,4.9832945773202559E-6]
[null,"Obs770","LOW","LOW",4.9858878044703618E-6,0.9999950141121956]
[null,"Obs779","HIGH","HIGH",0.99999501670542268,4.9832945773336669E-6]
[null,"Obs785","HIGH","HIGH",0.99999501670542268,4.9832945773275056E-6]
[null,"Obs790","HIGH","HIGH",0.99999501670542268,4.9832945773299315E-6]
[null,"Obs792","HIGH","HIGH",0.99999501670542268,4.9832945773144842E-6]
[null,"Obs804","HIGH","HIGH",0.99999501670542268,4.9832945773211859E-6]
[null,"Obs808","HIGH","HIGH",0.99999501670542268,4.9832945773481131E-6]
[null,"Obs820","HIGH","HIGH",0.99999501670542268,4.9832945773364647E-6]
[null,"Obs827","HIGH","HIGH",0.99999501670542268,4.9832945773323837E-6]
[null,"Obs838","LOW","LOW",4.985887804499731E-6,0.9999950141121956]
[null,"Obs868","HIGH","HIGH",0.99999501670542268,4.9832945773117491E-6]
[null,"Obs869","HIGH","HIGH",0.99999501670542268,4.9832945773261512E-6]
[null,"Obs873","HIGH","HIGH",0.99999501670542268,4.9832945773207785E-6]
[null,"Obs879","HIGH","HIGH",0.99999501670542268,4.9832945773392523E-6]
[null,"Obs890","HIGH","HIGH",0.99999501670542268,4.9832945773257175E-6]
[null,"Obs905","HIGH","HIGH",0.99999501670542268,4.9832945773347291E-6]
[null,"Obs920","HIGH","HIGH",0.99999501670542268,4.9832945773359158E-6]
[null,"Obs936","HIGH","HIGH",0.99999501670542268,4.9832945773418467E-6]
[null,"Obs948","HIGH","HIGH",0.99999501670542268,4.9832945773282231E-6]
[null,"Obs962","LOW","LOW",4.9858878044408876E-6,0.9999950141121956]
[null,"Obs963","LOW","LOW",4.9858878044843116E-6,0.9999950141121956]
[null,"Obs967","HIGH","HIGH",0.99999501670542268,4.9832945773181849E-6]
[null,"Obs977","HIGH","HIGH",0.99999501670542268,4.9832945773286483E-6]
[null,"Obs984","HIGH","HIGH",0.99999501670542268,4.9832945773325692E-6]
[null,"Obs1005","HIGH","HIGH",0.99999501670542268,4.9832945773125021E-6]
[null,"Obs1009","HIGH","HIGH",0.99999501670542268,4.9832945773472991E-6]
[null,"Obs1021","HIGH","HIGH",0.99999501670542268,4.9832945773464495E-6]
[null,"Obs1024","HIGH","HIGH",0.99999501670542268,4.9832945773397046E-6]
[null,"Obs1028","LOW","LOW",4.9858878044766324E-6,0.9999950141121956]
[null,"Obs1047","HIGH","HIGH",0.99999501670542268,4.9832945773216543E-6]
[null,"Obs1061","LOW","LOW",4.9858878044636932E-6,0.9999950141121956]
[null,"Obs1064","LOW","LOW",4.9858878044601068E-6,0.9999950141121956]
[null,"Obs1075","LOW","LOW",4.9858878044906347E-6,0.9999950141121956]
[null,"Obs1081","LOW","LOW",4.985887804497588E-6,0.9999950141121956]
[null,"Obs1101","LOW","LOW",4.9858878044731698E-6,0.9999950141121956]
[null,"Obs1115","LOW","LOW",4.9858878044738169E-6,0.9999950141121956]
[null,"Obs1117","LOW","LOW",4.9858878044843472E-6,0.9999950141121956]
[null,"Obs1118","HIGH","HIGH",0.99999501670542268,4.9832945773353398E-6]
[null,"Obs1136","LOW","LOW",4.9858878044719475E-6,0.9999950141121956]
[null,"Obs1143","LOW","LOW",4.9858878044640828E-6,0.9999950141121956]
[null,"Obs1147","LOW","LOW",4.9858878044928048E-6,0.9999950141121956]
[null,"Obs1158","LOW","LOW",4.985887804477731E-6,0.9999950141121956]
[null,"Obs1162","HIGH","HIGH",0.99999501670542268,4.9832945773132187E-6]
[null,"Obs1163","LOW","LOW",4.9858878044848249E-6,0.9999950141121956]
[null,"Obs1168","LOW","LOW",4.9858878044827353E-6,0.9999950141121956]
[null,"Obs1174","LOW","LOW",4.9858878044748791E-6,0.9999950141121956]
[null,"Obs1180","LOW","LOW",4.9858878044855779E-6,0.9999950141121956]
[null,"Obs1192","HIGH","HIGH",0.99999501670542268,4.983294577318849E-6]
[null,"Obs1202","LOW","LOW",4.9858878044900952E-6,0.9999950141121956]
[null,"Obs1205","LOW","LOW",4.9858878044868536E-6,0.9999950141121956]
[null,"Obs1221","LOW","LOW",4.9858878044901307E-6,0.9999950141121956]
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[null,"Obs1255","LOW","LOW",4.9858878044691667E-6,0.9999950141121956]
[null,"Obs1273","LOW","LOW",4.9858878044758616E-6,0.9999950141121956]
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[null,"Obs1295","HIGH","HIGH",0.99999501670542268,4.9832945773222481E-6]
[null,"Obs1303","LOW","LOW",4.9858878044876777E-6,0.9999950141121956]
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[null,"Obs1320","HIGH","HIGH",0.99999501670542268,4.9832945773177156E-6]
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[null,"Obs1348","LOW","LOW",4.9858878044918485E-6,0.9999950141121956]
[null,"Obs1349","LOW","LOW",4.9858878045013607E-6,0.9999950141121956]
[null,"Obs1373","HIGH","HIGH",0.99999501670542268,4.9832945773142716E-6]
[null,"Obs1375","LOW","LOW",4.985887804478634E-6,0.9999950141121956]
[null,"Obs1389","LOW","LOW",4.9858878044691667E-6,0.9999950141121956]
[null,"Obs1393","LOW","LOW",4.9858878044816638E-6,0.9999950141121956]
[null,"Obs1400","HIGH","HIGH",0.99999501670542268,4.98329457730974E-6]
[null,"Obs1407","LOW","LOW",4.9858878044758616E-6,0.9999950141121956]
[null,"Obs1417","LOW","LOW",4.9858878044737186E-6,0.9999950141121956]
[null,"Obs1421","LOW","LOW",4.9858878044780681E-6,0.9999950141121956]
[null,"Obs1434","HIGH","HIGH",0.99999501670542268,4.9832945773186008E-6]
[null,"Obs1443","LOW","LOW",4.9858878045014403E-6,0.9999950141121956]
[null,"Obs1450","HIGH","HIGH",0.99999501670542268,4.9832945773280545E-6]
[null,"Obs1454","LOW","LOW",4.9858878044914411E-6,0.9999950141121956]
[null,"Obs1461","LOW","LOW",4.9858878044717527E-6,0.9999950141121956]
[null,"Obs1466","LOW","LOW",4.9858878044594775E-6,0.9999950141121956]
[null,"Obs1476","LOW","LOW",4.9858878044596808E-6,0.9999950141121956]
[null,"Obs1483","LOW","LOW",4.9858878044644995E-6,0.9999950141121956]
[null,"Obs1489","LOW","LOW",4.985887804489404E-6,0.9999950141121956]
[null,"Obs1495","LOW","LOW",4.9858878044738169E-6,0.9999950141121956]
[null,"Obs1501","LOW","LOW",4.985887804494692E-6,0.9999950141121956]
[null,"Obs1509","LOW","LOW",4.9858878044697071E-6,0.9999950141121956]
[null,"Obs1519","LOW","LOW",4.9858878044454574E-6,0.9999950141121956]
[null,"Obs1527","LOW","LOW",4.9858878044530739E-6,0.9999950141121956]
[null,"Obs1540","LOW","LOW",4.9858878044687677E-6,0.9999950141121956]
[null,"Obs1545","HIGH","HIGH",0.99999501670542268,4.9832945773134135E-6]
[null,"Obs1547","LOW","LOW",4.985887804424927E-6,0.9999950141121956]
[null,"Obs1554","LOW","LOW",4.9858878044738169E-6,0.9999950141121956]
[null,"Obs1558","HIGH","HIGH",0.99999501670542268,4.983294577321407E-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",513,0,513,1]
[null,"LOW",0,581,581,1]
[null,"Total",513,581,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,1.0000000000000142]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",225,0,225,1]
[null,"LOW",0,245,245,1]
[null,"Total",225,245,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,1.0000000000000018]

{"sheet":"XLSTAT_20230729_142114_1_HID","index":65,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"Log(Binary)","index":67,"n_rows":1965,"n_cols":30,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 07/29/2023 at 14:20:13 / End time: 07/29/2023 at 14:20:16 / Microsoft Excel 16.016529"]
[null,"Response variable(s): Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$E$1:$AC$1565 / 1564 rows and 25 columns"]
[null,"X / Qualitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 695620352"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6289928963175881E-3,1.0955272761485847E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4841636850352623E-3,4.3740398773852644E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7540384068947495E-2,2.9059366596476829E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.669641423348133E-2,1.6141144937288404E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9805880765212863E-2,8.475244462422929E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4091213907025332E-2,7.7069544553035605E-4]
[null,"X1437",1094,0,1094,-1.25655857142858E-2,-6.2966285714284899E-3,-1.0427057129798896E-2,7.1826045603230781E-4]
[null,"X1445.5",1094,0,1094,-1.0938428571428601E-2,-5.5398999999999301E-3,-9.0872858840428325E-3,5.9542799795579129E-4]
[null,"X1454",1094,0,1094,-1.13047428571429E-2,-6.3464285714285298E-3,-9.6519942543744977E-3,5.4720063738024566E-4]
[null,"X1462.5",1094,0,1094,-1.10436714285714E-2,-6.8017285714285797E-3,-9.5211677592060527E-3,4.9963323917262905E-4]
[null,"X1471",1094,0,1094,-8.3499428571428003E-3,-5.9522714285714703E-3,-7.1846066988769906E-3,3.3738587769467562E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2551469835466066E-3,2.5954730839780854E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.41622857142853E-3,-2.051739187777494E-3,3.0716775052964213E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1166855575868329E-4,3.4394481147110683E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1325123530947989E-3,3.4343099905225286E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.3023286667537196E-2,4.5110395477038889E-3]
[null,"X1921.5",1094,0,1094,-2.67028714285714E-2,-3.53902857142852E-3,-1.5326941055105762E-2,3.4624247035303763E-3]
[null,"X1930",1094,0,1094,-1.96508857142857E-2,-2.3396999999999398E-3,-1.1448156999216497E-2,2.6393379736645889E-3]
[null,"X1938.5",1094,0,1094,-1.30234571428571E-2,-1.8199285714287599E-3,-7.7638759467223819E-3,1.6989016627293135E-3]
[null,"X1947",1094,0,1094,-7.8868142857143608E-3,-1.43398571428566E-3,-4.8327986550013051E-3,9.4363093329225673E-4]
[null,"X1955.5",1094,0,1094,-4.8079571428570897E-3,-7.7575714285704799E-4,-3.1883123530948008E-3,5.0716360703912864E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.273568790806996E-3,3.3638750030219545E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4844040219378441E-3,3.122351990341518E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.2472857142847904E-4,-6.1748122225124043E-4,4.0073330372452601E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7203037738312867E-3,1.0137155112084804E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",530,530,48.446069469835464]
[null,"","LOW",564,564,51.553930530164536]
[null,"Class","HIGH",530,530,48.446069469835464]
[null,"","LOW",564,564,51.553930530164536]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.3029271428571401E-2,-6.7845142857142901E-3,-8.5918828875379862E-3,1.0000513621230686E-3]
[null,"X1165",470,0,470,-7.3279571428571397E-3,-4.7522142857142997E-3,-5.4972844072948349E-3,3.6845305250800888E-4]
[null,"X1403",470,0,470,-4.4071557142857203E-2,-2.2197542857142899E-2,-2.7301602613981787E-2,2.590801327579057E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.3088071428571399E-2,-2.6563220060790298E-2,1.5238144769651294E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.76195E-2,-1.9769795015197569E-2,8.3430305052285033E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.19646714285714E-2,-1.4105695562310023E-2,7.2430668137045786E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-8.1921285714285398E-3,-1.0454725805471118E-2,6.8243523203324657E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.4085857142857604E-3,-9.1048063829787286E-3,5.8489261126292509E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.1390571428571808E-3,-9.6469054407294797E-3,5.6944664285795245E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.0929428571428503E-3,-9.5093097872340406E-3,5.3840550839581052E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.2400714285714099E-3,-7.1817593313069908E-3,3.6438927809021487E-4]
[null,"X1479.5",470,0,470,-5.8449142857143199E-3,-3.5864142857143801E-3,-4.259587720364744E-3,2.4424271411071282E-4]
[null,"X1488",470,0,470,-3.62477142857137E-3,-1.40075714285726E-3,-2.0537437993920996E-3,2.570934995501981E-4]
[null,"X1496.5",470,0,470,-1.7232999999999799E-3,4.9461428571434497E-4,-3.1242793313070324E-4,2.8484797747874716E-4]
[null,"X1505",470,0,470,2.5185714285724799E-5,1.95364285714283E-3,1.1304224620060776E-3,2.8767254791365232E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-9.7763428571426801E-3,-2.3039570091185405E-2,4.5523933390405258E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-5.3916142857144403E-3,-1.5356588419452888E-2,3.5580790484742888E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-4.16030000000001E-3,-1.1487337720364733E-2,2.7316868632351063E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-3.0726142857141498E-3,-7.7803720972644324E-3,1.751313462065793E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-2.0010571428571398E-3,-4.8458857142857211E-3,9.5434835976780132E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.187983009118542E-3,5.2039950503742654E-4]
[null,"X1964",470,0,470,-3.1366142857143201E-3,-1.2670571428570799E-3,-2.264101580547104E-3,3.1340080427609497E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-4.5460000000008299E-4,-1.479342462006076E-3,2.9406108056789028E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,7.7510000000002898E-4,-6.2348671732523201E-4,4.1498618280368083E-4]
[null,"X2474",470,0,470,-7.0604142857143603E-3,-8.4322857142859998E-4,-3.7559409422492336E-3,9.3056491811613611E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",208,208,44.255319148936174]
[null,"","LOW",262,262,55.744680851063826]
[null,"Class","HIGH",208,208,44.255319148936174]
[null,"","LOW",262,262,55.744680851063826]
[]
[]
[null,"Correlation matrix:"]
[]
[null,null,"X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474","Class-HIGH","Class-LOW","Class"]
[null,"X961",1,0.85288160601219343,0.90811957827388623,0.71901185850961047,5.2713838939941755E-2,-0.52423002243766137,-0.63305616764399419,-0.5065173087867425,-0.19257076253989794,1.6859370719607067E-2,0.20711630516960913,0.57080179796786168,0.70901336316499908,0.68967668387930248,0.64929944559156283,-0.2541740049349912,-0.18216494129059776,-0.15887559314365096,-0.19489769599432874,-0.28898619374101858,-0.44751487134526202,-0.5510343611532007,-0.48379014186649644,-0.18020208383482095,-0.12458018296874249,-0.12574552921644228,0.12574552921644172,0.12574552921644738]
[null,"X1165",0.85288160601219343,1,0.74146958674010566,0.58096153775569093,-6.8260674546058312E-4,-0.47565904722924057,-0.54988228887238555,-0.49506303834299781,-0.31455831307656207,-0.11182992864371417,0.2013522559964511,0.72417183251347172,0.8751401088641938,0.85588703611418471,0.80387164766950137,-0.40044503432534884,-0.35370445385304455,-0.32917977194228148,-0.34484817364537196,-0.40289368720547919,-0.50477716722877142,-0.48353549773903232,-0.28259846031221841,7.0818622855293265E-2,-0.23443271982468039,-6.3205921571993076E-2,6.320592157207483E-2,6.3205921572048032E-2]
[null,"X1403",0.90811957827388623,0.74146958674010566,1,0.9019070197946828,0.27115633518788551,-0.42272503059449329,-0.60221195889309442,-0.46744413647368727,-9.6677218679226212E-2,0.13538720367961704,0.30553222666648289,0.59627103763239608,0.67693889935476259,0.61855223853992547,0.54460328477661635,-0.35079046416025278,-0.30434369579716147,-0.28652828237875755,-0.3150204486628409,-0.38641117655431895,-0.48775846888419383,-0.46515642553031789,-0.2920902362852158,5.3061469311428298E-4,-0.18110579236075877,-0.17303475633361673,0.17303475633364582,0.17303475633363466]
[null,"X1411.5",0.71901185850961047,0.58096153775569093,0.9019070197946828,1,0.65223384761089653,-2.7249012324461697E-2,-0.27820807093439159,-0.16570374794760592,0.21754496886133351,0.45628909828348085,0.5802899241046805,0.61607492330155733,0.48978233384214659,0.3472969392227,0.22136402151527676,-0.12567980669820358,-0.12536218245931802,-0.11459031546228306,-0.12641891142503323,-0.16059572972041214,-0.21123020538742623,-0.13808298737964561,-7.864356699334682E-2,2.8413790370657051E-2,-4.438693175641497E-2,-0.24842014404296375,0.2484201440430302,0.24842014404300825]
[null,"X1420",5.2713838939941755E-2,-6.8260674546058312E-4,0.27115633518788551,0.65223384761089653,1,0.72893693147238237,0.49981368331190035,0.5350480058079734,0.74944698471660109,0.86115089860217708,0.82752977631152869,0.36793288319277778,-8.7527865757715373E-2,-0.32044703349980402,-0.47759065904470888,0.43842126555145489,0.36743442163610263,0.36081029854172175,0.38113494995398178,0.42159289295776203,0.46420729857484871,0.52090615965798759,0.26323480025764479,-4.8775699828284252E-2,0.29284216418807513,-0.24088336932591331,0.24088336932604754,0.24088336932598967]
[null,"X1428.5",-0.52423002243766137,-0.47565904722924057,-0.42272503059449329,-2.7249012324461697E-2,0.72893693147238237,1,0.94841020144685428,0.91675307085262181,0.85815554479290368,0.78502838329819191,0.64679098632776455,2.9630693164765475E-2,-0.47689722362323739,-0.67363018340507408,-0.77765525119129075,0.72909363320144982,0.64651640552393208,0.63076237533468282,0.66771044135131707,0.74495508811182021,0.82997630007069656,0.79725340901083275,0.36666652884532575,-0.14139741673597381,0.4599330736058988,-6.3297470624002303E-2,6.3297470624031835E-2,6.3297470624006841E-2]
[null,"X1437",-0.63305616764399419,-0.54988228887238555,-0.60221195889309442,-0.27820807093439159,0.49981368331190035,0.94841020144685428,1,0.97127360243095984,0.81678236848621533,0.67503147425504095,0.53733879062992607,-1.7287429292903288E-2,-0.4764525327116384,-0.64242725671924372,-0.718954774534875,0.72934113376493759,0.66264943602604964,0.64867518037985372,0.68859757798616061,0.76617127227163617,0.84587038325746389,0.76676429217489905,0.33077752436377861,-0.16188737917533225,0.45934522838128156,5.3860865055398076E-2,-5.3860865055370917E-2,-5.3860865055406493E-2]
[null,"X1445.5",-0.5065173087867425,-0.49506303834299781,-0.46744413647368727,-0.16570374794760592,0.5350480058079734,0.91675307085262181,0.97127360243095984,1,0.90814252527906869,0.77493152643002305,0.63745239642882034,9.1201692431604822E-2,-0.38418432532523433,-0.57273455848670474,-0.66449818786585024,0.73850309559620297,0.68605107293087308,0.67589030261596239,0.71318399393352927,0.77942935064156205,0.83504113765549759,0.71881325756804682,0.2622951673923638,-0.21146353934676582,0.47376890412427991,6.9231907674283846E-2,-6.9231907674201967E-2,-6.9231907674217275E-2]
[null,"X1454",-0.19257076253989794,-0.31455831307656207,-9.6677218679226212E-2,0.21754496886133351,0.74944698471660109,0.85815554479290368,0.81678236848621533,0.90814252527906869,1,0.95781485092754259,0.82679055911447363,0.25507594385642446,-0.24995729999425451,-0.48006936931489602,-0.6082329360796056,0.73476294645349327,0.69273108948787199,0.68701366489744087,0.71323194464687834,0.7544245513578981,0.77003325449556992,0.63315214405501463,0.15634727909558246,-0.28785518308463726,0.48102019542221686,-3.4257309514369061E-2,3.4257309514383917E-2,3.4257309514380753E-2]
[null,"X1462.5",1.6859370719607067E-2,-0.11182992864371417,0.13538720367961704,0.45628909828348085,0.86115089860217708,0.78502838329819191,0.67503147425504095,0.77493152643002305,0.95781485092754259,1,0.92420786555616097,0.40162693992400467,-0.10323673389364174,-0.34728248683839957,-0.49777476024800416,0.66795228502464121,0.6285232494380415,0.62699090688231196,0.64802584234003624,0.6744298430598159,0.66959608677007321,0.55411785163335714,0.11180609303364411,-0.27884055929469986,0.44100716734231621,-0.11524565090689803,0.11524565090695983,0.11524565090690764]
[null,"X1471",0.20711630516960913,0.2013522559964511,0.30553222666648289,0.5802899241046805,0.82752977631152869,0.64679098632776455,0.53733879062992607,0.63745239642882034,0.82679055911447363,0.92420786555616097,1,0.70132665340424261,0.23174409451894629,-2.9424736103145315E-2,-0.20013169833543321,0.4794854024008734,0.45063445057817764,0.45797212780118973,0.48094291055006488,0.4989249560297393,0.48162724002521662,0.41630443437826492,9.315542003266597E-2,-0.16495347723058862,0.32924196725579175,-0.10152027796828229,0.10152027796834732,0.1015202779683108]
[null,"X1479.5",0.57080179796786168,0.72417183251347172,0.59627103763239608,0.61607492330155733,0.36793288319277778,2.9630693164765475E-2,-1.7287429292903288E-2,9.1201692431604822E-2,0.25507594385642446,0.40162693992400467,0.70132665340424261,1,0.84008606456824564,0.65615901060209514,0.51381146287854385,-0.12801966744662238,-0.10861569461402756,-8.6782430756772416E-2,-7.4756598504546065E-2,-8.9576598487120823E-2,-0.13615434350019084,-9.9828524756849502E-2,-3.7567940050824596E-2,0.10318627417674456,-4.1197152600687847E-2,8.9022599337231448E-3,-8.9022599337669778E-3,-8.9022599337291626E-3]
[null,"X1488",0.70901336316499908,0.8751401088641938,0.67693889935476259,0.48978233384214659,-8.7527865757715373E-2,-0.47689722362323739,-0.4764525327116384,-0.38418432532523433,-0.24995729999425451,-0.10323673389364174,0.23174409451894629,0.84008606456824564,1,0.95334828440986064,0.8806991937833748,-0.53067482393602794,-0.47595634501748257,-0.45132609725888073,-0.45621437632998257,-0.49878816501655421,-0.56377012763565271,-0.48840178813546953,-0.16620242589179424,0.22948648000581795,-0.30578092307150812,7.4074588140673386E-2,-7.4074588140608563E-2,-7.4074588140648254E-2]
[null,"X1496.5",0.68967668387930248,0.85588703611418471,0.61855223853992547,0.3472969392227,-0.32044703349980402,-0.67363018340507408,-0.64242725671924372,-0.57273455848670474,-0.48006936931489602,-0.34728248683839957,-2.9424736103145315E-2,0.65615901060209514,0.95334828440986064,1,0.97788233620673248,-0.65401302132359551,-0.58725558424914126,-0.56351397605226616,-0.57612296031825694,-0.62818084281693121,-0.69931331216151649,-0.62516348076121697,-0.22621358936611063,0.24936148867585461,-0.39481999276168683,9.5658646824375582E-2,-9.5658646824372626E-2,-9.5658646824374916E-2]
[null,"X1505",0.64929944559156283,0.80387164766950137,0.54460328477661635,0.22136402151527676,-0.47759065904470888,-0.77765525119129075,-0.718954774534875,-0.66449818786585024,-0.6082329360796056,-0.49777476024800416,-0.20013169833543321,0.51381146287854385,0.8806991937833748,0.97788233620673248,1,-0.69436407736461214,-0.61932458399421797,-0.59616291321121762,-0.6146647758378645,-0.6729061566877329,-0.74919492165705059,-0.69293716493006474,-0.2766859199826564,0.23205319277468806,-0.42270645640193388,0.1133687515556262,-0.11336875155563389,-0.11336875155562688]
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[null,"X1921.5",-0.18216494129059776,-0.35370445385304455,-0.30434369579716147,-0.12536218245931802,0.36743442163610263,0.64651640552393208,0.66264943602604964,0.68605107293087308,0.69273108948787199,0.6285232494380415,0.45063445057817764,-0.10861569461402756,-0.47595634501748257,-0.58725558424914126,-0.61932458399421797,0.98867614079641297,1,0.99634798504389233,0.98667796944465935,0.95317166946292087,0.83754624411575873,0.42329703053798318,-0.30705555952170155,-0.78113782522862685,0.60897885307479716,-9.8104700844654225E-2,9.8104700844661732E-2,9.8104700844660164E-2]
[null,"X1930",-0.15887559314365096,-0.32917977194228148,-0.28652828237875755,-0.11459031546228306,0.36081029854172175,0.63076237533468282,0.64867518037985372,0.67589030261596239,0.68701366489744087,0.62699090688231196,0.45797212780118973,-8.6782430756772416E-2,-0.45132609725888073,-0.56351397605226616,-0.59616291321121762,0.9818404173642199,0.99634798504389233,1,0.9907503725028366,0.94671577046339705,0.81624823532996205,0.40762257662997892,-0.32500644129086781,-0.79177893221335927,0.60383104484691796,-0.10057089615464601,0.1005708961546571,0.10057089615465148]
[null,"X1938.5",-0.19489769599432874,-0.34484817364537196,-0.3150204486628409,-0.12641891142503323,0.38113494995398178,0.66771044135131707,0.68859757798616061,0.71318399393352927,0.71323194464687834,0.64802584234003624,0.48094291055006488,-7.4756598504546065E-2,-0.45621437632998257,-0.57612296031825694,-0.6146647758378645,0.98321809035925511,0.98667796944465935,0.9907503725028366,1,0.96902493194401518,0.83267850324070991,0.42597787238901735,-0.27225941795574066,-0.75078574901213901,0.60055445250620776,-8.4099420698263566E-2,8.4099420698279831E-2,8.4099420698275848E-2]
[null,"X1947",-0.28898619374101858,-0.40289368720547919,-0.38641117655431895,-0.16059572972041214,0.42159289295776203,0.74495508811182021,0.76617127227163617,0.77942935064156205,0.7544245513578981,0.6744298430598159,0.4989249560297393,-8.9576598487120823E-2,-0.49878816501655421,-0.62818084281693121,-0.6729061566877329,0.97315435787768179,0.95317166946292087,0.94671577046339705,0.96902493194401518,1,0.90196800164676683,0.49412898695417307,-0.17962880246368629,-0.63637870211533309,0.59167739513826167,-5.1411826087198936E-2,5.1411826087206687E-2,5.1411826087200393E-2]
[null,"X1955.5",-0.44751487134526202,-0.50477716722877142,-0.48775846888419383,-0.21123020538742623,0.46420729857484871,0.82997630007069656,0.84587038325746389,0.83504113765549759,0.77003325449556992,0.66959608677007321,0.48162724002521662,-0.13615434350019084,-0.56377012763565271,-0.69931331216151649,-0.74919492165705059,0.88370907396179299,0.83754624411575873,0.81624823532996205,0.83267850324070991,0.90196800164676683,1,0.72250025213368074,2.9269394632482196E-2,-0.46563805049555762,0.55164659729308496,-1.6483790929238806E-2,1.6483790929261239E-2,1.6483790929250623E-2]
[null,"X1964",-0.5510343611532007,-0.48353549773903232,-0.46515642553031789,-0.13808298737964561,0.52090615965798759,0.79725340901083275,0.76676429217489905,0.71881325756804682,0.63315214405501463,0.55411785163335714,0.41630443437826492,-9.9828524756849502E-2,-0.48840178813546953,-0.62516348076121697,-0.69293716493006474,0.51692351079693311,0.42329703053798318,0.40762257662997892,0.42597787238901735,0.49412898695417307,0.72250025213368074,1,0.56032462984039766,-2.4745201626902406E-2,0.33221426776540874,-2.0347792809614712E-2,2.0347792809642495E-2,2.0347792809625193E-2]
[null,"X1972.5",-0.48379014186649644,-0.28259846031221841,-0.2920902362852158,-7.864356699334682E-2,0.26323480025764479,0.36666652884532575,0.33077752436377861,0.2622951673923638,0.15634727909558246,0.11180609303364411,9.315542003266597E-2,-3.7567940050824596E-2,-0.16620242589179424,-0.22621358936611063,-0.2766859199826564,-0.20056015314778586,-0.30705555952170155,-0.32500644129086781,-0.27225941795574066,-0.17962880246368629,2.9269394632482196E-2,0.56032462984039766,1,0.68879501064118076,-0.11529465810059483,5.6869400348380873E-2,-5.6869400348345089E-2,-5.6869400348364588E-2]
[null,"X1981",-0.18020208383482095,7.0818622855293265E-2,5.3061469311428298E-4,2.8413790370657051E-2,-4.8775699828284252E-2,-0.14139741673597381,-0.16188737917533225,-0.21146353934676582,-0.28785518308463726,-0.27884055929469986,-0.16495347723058862,0.10318627417674456,0.22948648000581795,0.24936148867585461,0.23205319277468806,-0.71008630542726014,-0.78113782522862685,-0.79177893221335927,-0.75078574901213901,-0.63637870211533309,-0.46563805049555762,-2.4745201626902406E-2,0.68879501064118076,1,-0.44118467868177508,0.13638404340748006,-0.13638404340747654,-0.13638404340747853]
[null,"X2474",-0.12458018296874249,-0.23443271982468039,-0.18110579236075877,-4.438693175641497E-2,0.29284216418807513,0.4599330736058988,0.45934522838128156,0.47376890412427991,0.48102019542221686,0.44100716734231621,0.32924196725579175,-4.1197152600687847E-2,-0.30578092307150812,-0.39481999276168683,-0.42270645640193388,0.61290683684661318,0.60897885307479716,0.60383104484691796,0.60055445250620776,0.59167739513826167,0.55164659729308496,0.33221426776540874,-0.11529465810059483,-0.44118467868177508,1,-6.4643146553586203E-2,6.464314655359743E-2,6.4643146553588729E-2]
[null,"Class-HIGH",-0.12574552921644228,-6.3205921571993076E-2,-0.17303475633361673,-0.24842014404296375,-0.24088336932591331,-6.3297470624002303E-2,5.3860865055398076E-2,6.9231907674283846E-2,-3.4257309514369061E-2,-0.11524565090689803,-0.10152027796828229,8.9022599337231448E-3,7.4074588140673386E-2,9.5658646824375582E-2,0.1133687515556262,-0.10543843985136356,-9.8104700844654225E-2,-0.10057089615464601,-8.4099420698263566E-2,-5.1411826087198936E-2,-1.6483790929238806E-2,-2.0347792809614712E-2,5.6869400348380873E-2,0.13638404340748006,-6.4643146553586203E-2,1,-1.0000000000000038,-1]
[null,"Class-LOW",0.12574552921644172,6.320592157207483E-2,0.17303475633364582,0.2484201440430302,0.24088336932604754,6.3297470624031835E-2,-5.3860865055370917E-2,-6.9231907674201967E-2,3.4257309514383917E-2,0.11524565090695983,0.10152027796834732,-8.9022599337669778E-3,-7.4074588140608563E-2,-9.5658646824372626E-2,-0.11336875155563389,0.10543843985137148,9.8104700844661732E-2,0.1005708961546571,8.4099420698279831E-2,5.1411826087206687E-2,1.6483790929261239E-2,2.0347792809642495E-2,-5.6869400348345089E-2,-0.13638404340747654,6.464314655359743E-2,-1.0000000000000038,1,1]
[null,"Class",0.12574552921644738,6.3205921572048032E-2,0.17303475633363466,0.24842014404300825,0.24088336932598967,6.3297470624006841E-2,-5.3860865055406493E-2,-6.9231907674217275E-2,3.4257309514380753E-2,0.11524565090690764,0.1015202779683108,-8.9022599337291626E-3,-7.4074588140648254E-2,-9.5658646824374916E-2,-0.11336875155562688,0.1054384398513689,9.8104700844660164E-2,0.10057089615465148,8.4099420698275848E-2,5.1411826087200393E-2,1.6483790929250623E-2,2.0347792809625193E-2,-5.6869400348364588E-2,-0.13638404340747853,6.4643146553588729E-2,-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)",1515.549188135707,1.095776994423989E-2]
[null,"R²(McFadden)",0,0.99999276976951323]
[null,"R²(Cox and Snell)",0,0.74975586791969928]
[null,"R²(Nagelkerke)",0,0.98862996318843888]
[null,"AIC",1517.549188135707,54.010957769944241]
[null,"SBC",1522.5467841186889,188.94604931045626]
[null,"Iterations",0,11]
[]
[]
[null,"Test of the null hypothesis H0: Pr(Class=LOW)=0.516:"]
[]
[null,"Statistic","DF","Chi-square","Pr > Chi²"]
[null,"-2 Log(Likelihood)",26,1515.5382303657627,0]
[null,"Score",26,1093.9999999994179,0]
[null,"Wald",26,0.81527600550310775,0.999999999999999]
[]
[]
[null,"Type II analysis (Variable Class):"]
[]
[null,"Source","DF","Chi-square (Wald)","Pr > Wald","Chi-square (LR)","Pr > LR"]
[null,"X961",1,1.8362184863019319E-30,0.99999999999999889,0,1]
[null,"X1165",1,4.5721752032686378E-29,0.99999999999999456,0,1]
[null,"X1403",1,1.451830574886241E-29,0.999999999999997,0,1]
[null,"X1411.5",1,1.7492120963628543E-30,0.99999999999999889,0,1]
[null,"X1420",1,6.6310004586904192E-29,0.99999999999999345,0,1]
[null,"X1428.5",1,3.1452449928940245E-28,0.9999999999999859,0,1]
[null,"X1437",1,4.6614790239415376E-28,0.99999999999998279,0,1]
[null,"X1445.5",1,1.1768984372093721E-28,0.99999999999999134,0,1]
[null,"X1454",1,5.2906962683793579E-29,0.99999999999999423,0,1]
[null,"X1462.5",1,2.0867666078794581E-28,0.99999999999998845,0,1]
[null,"X1471",1,2.0458784783349207E-28,0.99999999999998856,0,1]
[null,"X1479.5",1,1.883895787944638E-29,0.99999999999999656,0,1]
[null,"X1488",1,3.6156245905260557E-29,0.99999999999999523,0,1]
[null,"X1496.5",1,1.2281003611091841E-29,0.99999999999999722,0,1]
[null,"X1505",1,1.1421950005456967E-29,0.99999999999999734,0,1]
[null,"X1913",1,1.2957992778350152E-30,0.99999999999999911,0,1]
[null,"X1921.5",1,9.6602205841090377E-33,0.99999999999999989,0,1]
[null,"X1930",1,2.6501549298580491E-30,0.99999999999999867,0,1]
[null,"X1938.5",1,1.5343361300370584E-29,0.99999999999999689,0,1]
[null,"X1947",1,7.3711672908709805E-30,0.99999999999999778,0,1]
[null,"X1955.5",1,4.9163422799830557E-29,0.99999999999999445,0,1]
[null,"X1964",1,5.008632517034658E-31,0.99999999999999944,0,1]
[null,"X1972.5",1,1.6012718951388252E-29,0.99999999999999678,0,1]
[null,"X1981",1,1.1537771950174833E-28,0.99999999999999145,0,1]
[null,"X2474",1,1.6503046397194332E-30,0.999999999999999,0,1]
[null,"Class",1,0.66258012127142041,0.41565053855850853,1286.4128348624704,0]
[]
[]
[null,"Hosmer-Lemeshow test (Variable Class):"]
[]
[null,"Statistic","Chi-square","DF","Pr > Chi²"]
[null,"Hosmer-Lemeshow Statistic",5.4788986929630024E-3,1,0.94099480288589932]
[]
[]
[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",12.204415794085088,642.36677865167235,3.6096728732570562E-4,0.98484179216876933,-1246.8113352282055,1271.2201668163755]
[null,"X961",1.3716417317344922E-10,101222.83862782152,1.8362184863019315E-30,0.99999999999999889,-198393.11812343978,198393.11812344007]
[null,"X1165",-1.4706462104056549E-9,217493.74740107564,4.5721752032686367E-29,0.99999999999999456,-426279.91176876158,426279.91176875867]
[null,"X1403",-5.4070476151338908E-10,141906.4791702572,1.4518305748862407E-29,0.999999999999997,-278131.58834658796,278131.58834658691]
[null,"X1411.5",-5.9059919579207914E-10,446551.56451245694,1.7492120963628543E-30,0.99999999999999889,-875224.98368443048,875224.98368442932]
[null,"X1420",5.9558337077659856E-9,731396.76378286374,6.6310004586904181E-29,0.99999999999999345,-1433511.3154235559,1433511.315423568]
[null,"X1428.5",-1.305937448901834E-8,736368.38777092146,3.145244992894024E-28,0.9999999999999859,-1443255.5193848435,1443255.5193848175]
[null,"X1437",1.4396876240862001E-8,666816.60219098011,4.6614790239415385E-28,0.99999999999998279,-1306936.5245876787,1306936.5245877076]
[null,"X1445.5",-7.5474976219508798E-9,695718.40364627191,1.1768984372093724E-28,0.99999999999999134,-1363583.0145283998,1363583.0145283849]
[null,"X1454",-6.0680598282418364E-9,834244.66703403892,5.2906962683793567E-29,0.99999999999999423,-1635089.5016813313,1635089.5016813192]
[null,"X1462.5",1.1627858090550253E-8,804938.65477936703,2.0867666078794585E-28,0.99999999999998845,-1577650.7731316672,1577650.7731316905]
[null,"X1471",-1.0520028888836243E-8,735490.41196192277,2.0458784783349211E-28,0.99999999999998856,-1441534.7184199062,1441534.7184198853]
[null,"X1479.5",3.2466660722839052E-9,748013.06785161945,1.8838957879446382E-29,0.99999999999999656,-1466078.6729544862,1466078.6729544927]
[null,"X1488",4.8972802483703325E-9,814447.86962370516,3.6156245905260563E-29,0.99999999999999523,-1596288.4917478303,1596288.4917478401]
[null,"X1496.5",-2.7657166278494618E-9,789206.67755936622,1.2281003611091843E-29,0.99999999999999722,-1546816.6643748756,1546816.66437487]
[null,"X1505",1.7322554244950269E-9,512556.56742201495,1.1421950005456966E-29,0.99999999999999734,-1004592.4121866233,1004592.4121866268]
[null,"X1913",-7.3427531742527364E-11,64504.507384504737,1.2957992778350154E-30,0.99999999999999911,-126426.51131412729,126426.51131412714]
[null,"X1921.5",-1.0090967692681908E-11,102668.99103415514,9.6602205841090364E-33,0.99999999999999989,-201227.52475600975,201227.52475600975]
[null,"X1930",1.9014558008365817E-10,116802.08701855855,2.6501549298580487E-30,0.99999999999999867,-228927.8838754879,228927.8838754883]
[null,"X1938.5",4.568712465756626E-10,116636.25601249981,1.5343361300370584E-29,0.99999999999999689,-228602.86107609246,228602.8610760934]
[null,"X1947",-3.36247973295907E-10,123848.72542981923,7.3711672908709819E-30,0.99999999999999778,-242739.0413736359,242739.04137363521]
[null,"X1955.5",8.6522496318979363E-10,123397.96153619772,4.9163422799830557E-29,0.99999999999999445,-241855.56037660548,241855.56037660723]
[null,"X1964",1.038637495492725E-10,146758.88802688042,5.008632517034658E-31,0.99999999999999944,-287642.134943832,287642.13494383224]
[null,"X1972.5",-5.1911979115798736E-10,129728.39524665925,1.6012718951388252E-29,0.99999999999999678,-254262.98245562974,254262.98245562869]
[null,"X1981",1.3037543266656308E-9,121376.5495519645,1.1537771950174833E-28,0.99999999999999145,-237893.6656895903,237893.66568959292]
[null,"X2474",-2.1981291836462739E-11,17110.832971212167,1.6503046397194332E-30,0.999999999999999,-33536.616369056348,33536.616369056304]
[null,"Class-HIGH",-24.408896312378417,29.986718415420164,0.66258012127142041,0.41565053855850853,-83.18178442114592,34.363991796389087,2.5081356558344406E-11,7.4922115399954516E-37,839637860528412]
[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,"X961",8.2808717684972152E-14,61.110224873394927,1.8362184863019319E-30,0.99999999999999889,-119.77383983899773,119.7738398389979]
[null,"X1165",-3.5448929189949396E-13,52.4253922957501,4.5721752032686367E-29,0.99999999999999456,-102.75188077505415,102.75188077505344]
[null,"X1403",-8.6588160301135189E-13,227.24824785660161,1.4518305748862413E-29,0.999999999999997,-445.39838134877147,445.39838134876976]
[null,"X1411.5",-5.2533866137903274E-13,397.2081283027598,1.7492120963628543E-30,0.99999999999999889,-778.51362583997457,778.51362583997343]
[null,"X1420",2.7816787444906213E-12,341.59967041241623,6.6310004586904214E-29,0.99999999999999345,-669.52305113908562,669.52305113909108]
[null,"X1428.5",-5.5464786164697573E-12,312.74480412903262,3.145244992894024E-28,0.9999999999999859,-612.96855244494293,612.96855244493179]
[null,"X1437",5.6985242786346137E-12,263.93715785351679,4.6614790239415385E-28,0.99999999999998279,-517.30732357475017,517.30732357476154]
[null,"X1445.5",-2.4765346658589769E-12,228.28370813857998,1.1768984372093721E-28,0.99999999999999134,-447.42784620887238,447.42784620886738]
[null,"X1454",-1.8298210666381328E-12,251.56615288542622,5.2906962683793567E-29,0.99999999999999423,-493.06059938473408,493.06059938473044]
[null,"X1462.5",3.2015716127181687E-12,221.62884402721667,2.0867666078794576E-28,0.99999999999998845,-434.38455222858647,434.38455222859284]
[null,"X1471",-1.9559421557670199E-12,136.74645926546657,2.0458784783349202E-28,0.99999999999998856,-268.01813517368993,268.01813517368606]
[null,"X1479.5",4.6437232217827408E-13,106.98869474235748,1.8838957879446377E-29,0.99999999999999656,-209.69398844796999,209.6939884479709]
[null,"X1488",8.2897751171565632E-13,137.86406620438947,3.6156245905260552E-29,0.99999999999999523,-270.20860452284808,270.20860452284978]
[null,"X1496.5",-5.2421400291339831E-13,149.58625457267834,1.2281003611091837E-29,0.99999999999999722,-293.18367154468996,293.18367154468893]
[null,"X1505",3.2784125069490952E-13,97.004854907299801,1.1421950005456966E-29,0.99999999999999734,-190.12602194384075,190.12602194384144]
[null,"X1913",-1.8253566773476661E-13,160.35365819757411,1.2957992778350154E-30,0.99999999999999911,-314.28739485649135,314.28739485649101]
[null,"X1921.5",-1.9254193322882525E-14,195.89881385414816,9.660220584109035E-33,0.99999999999999989,-383.95461976824646,383.95461976824646]
[null,"X1930",2.7656257848196222E-13,169.88607541503055,2.650154929858048E-30,0.99999999999999867,-332.97058928831501,332.97058928831558]
[null,"X1938.5",4.2773446220575028E-13,109.1978245799643,1.5343361300370584E-29,0.99999999999999689,-214.02380336685221,214.02380336685306]
[null,"X1947",-1.7485337486847403E-13,64.402968447056196,7.3711672908709819E-30,0.99999999999999778,-126.22749865369978,126.22749865369944]
[null,"X1955.5",2.4181837458568813E-13,34.488018440731217,4.9163422799830568E-29,0.99999999999999445,-67.595274041986158,67.595274041986642]
[null,"X1964",1.9253780710269547E-14,27.205482756157156,5.008632517034658E-31,0.99999999999999944,-53.321766384093479,53.321766384093522]
[null,"X1972.5",-8.9322654630859469E-14,22.321793238868082,1.6012718951388258E-29,0.99999999999999678,-43.749910818531205,43.749910818531021]
[null,"X1981",2.8791439175315298E-13,26.80417216848307,1.1537771950174837E-28,0.99999999999999145,-52.535212085637397,52.53521208563798]
[null,"X2474",-1.2279522486095681E-14,9.5587129177408183,1.6503046397194332E-30,0.999999999999999,-18.734733057329787,18.734733057329766]
[null,"Class-HIGH",-6.7254145945766943,8.2622790925722676,0.66258012127142041,0.41565053855850853,-22.919184046236616,9.4683548570832272]
[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,"Obs6","LOW","LOW",5.0082660409602266E-6,0.999994991733959]
[null,"Obs7","LOW","LOW",5.008266040957611E-6,0.999994991733959]
[null,"Obs10","HIGH","HIGH",0.99999499205810272,5.0079418972104214E-6]
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[null,"Obs12","HIGH","HIGH",0.99999499205810272,5.0079418972109118E-6]
[null,"Obs13","LOW","LOW",5.00826604096141E-6,0.999994991733959]
[null,"Obs14","HIGH","HIGH",0.99999499205810272,5.0079418972099411E-6]
[null,"Obs15","LOW","LOW",5.0082660409594431E-6,0.999994991733959]
[null,"Obs16","LOW","LOW",5.0082660409618716E-6,0.999994991733959]
[null,"Obs17","LOW","LOW",5.0082660409617293E-6,0.999994991733959]
[null,"Obs18","LOW","LOW",5.0082660409609382E-6,0.999994991733959]
[null,"Obs19","LOW","LOW",5.0082660409639536E-6,0.999994991733959]
[null,"Obs24","HIGH","HIGH",0.99999499205810272,5.0079418972085181E-6]
[null,"Obs28","LOW","LOW",5.0082660409569698E-6,0.999994991733959]
[null,"Obs29","LOW","LOW",5.0082660409606976E-6,0.999994991733959]
[null,"Obs30","LOW","LOW",5.0082660409571392E-6,0.999994991733959]
[null,"Obs31","LOW","LOW",5.0082660409570232E-6,0.999994991733959]
[null,"Obs33","HIGH","HIGH",0.99999499205810272,5.0079418972139264E-6]
[null,"Obs34","HIGH","HIGH",0.99999499205810272,5.0079418972126906E-6]
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[null,"Obs36","LOW","LOW",5.0082660409608755E-6,0.999994991733959]
[null,"Obs37","LOW","LOW",5.0082660409593813E-6,0.999994991733959]
[null,"Obs39","HIGH","HIGH",0.99999499205810272,5.0079418972110889E-6]
[null,"Obs40","LOW","LOW",5.0082660409622544E-6,0.999994991733959]
[null,"Obs41","LOW","LOW",5.0082660409587757E-6,0.999994991733959]
[null,"Obs42","HIGH","HIGH",0.99999499205810272,5.0079418972106357E-6]
[null,"Obs43","HIGH","HIGH",0.99999499205810272,5.0079418972118004E-6]
[null,"Obs46","LOW","LOW",5.0082660409594609E-6,0.999994991733959]
[null,"Obs47","LOW","LOW",5.0082660409635267E-6,0.999994991733959]
[null,"Obs49","LOW","LOW",5.0082660409584648E-6,0.999994991733959]
[null,"Obs50","LOW","LOW",5.0082660409589984E-6,0.999994991733959]
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[null,"Obs54","LOW","LOW",5.0082660409581616E-6,0.999994991733959]
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[null,"Obs73","HIGH","HIGH",0.99999499205810272,5.0079418972054849E-6]
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[null,"Obs105","LOW","LOW",5.0082660409626466E-6,0.999994991733959]
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[null,"Obs107","HIGH","HIGH",0.99999499205810272,5.0079418972073797E-6]
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[null,"Obs109","LOW","LOW",5.0082660409696211E-6,0.999994991733959]
[null,"Obs110","LOW","LOW",5.0082660409547463E-6,0.999994991733959]
[null,"Obs111","LOW","LOW",5.0082660409663024E-6,0.999994991733959]
[null,"Obs112","HIGH","HIGH",0.99999499205810272,5.0079418972104214E-6]
[null,"Obs113","HIGH","HIGH",0.99999499205810272,5.0079418972068105E-6]
[null,"Obs114","LOW","LOW",5.0082660409603503E-6,0.999994991733959]
[null,"Obs116","LOW","LOW",5.0082660409586156E-6,0.999994991733959]
[null,"Obs117","LOW","LOW",5.0082660409581446E-6,0.999994991733959]
[null,"Obs119","LOW","LOW",5.0082660409643364E-6,0.999994991733959]
[null,"Obs120","HIGH","HIGH",0.99999499205810272,5.0079418972122366E-6]
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[null,"Obs123","LOW","LOW",5.0082660409583937E-6,0.999994991733959]
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[null,"Obs145","HIGH","HIGH",0.99999499205810272,5.0079418972117114E-6]
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[null,"Obs149","LOW","LOW",5.0082660409626729E-6,0.999994991733959]
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[null,"Obs159","LOW","LOW",5.0082660409539713E-6,0.999994991733959]
[null,"Obs161","LOW","LOW",5.0082660409567479E-6,0.999994991733959]
[null,"Obs163","HIGH","HIGH",0.99999499205810272,5.0079418972155637E-6]
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[null,"Obs168","LOW","LOW",5.0082660409544702E-6,0.999994991733959]
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[null,"Obs1165","LOW","LOW",5.0082660409661152E-6,0.999994991733959]
[null,"Obs1180","LOW","LOW",5.0082660409625213E-6,0.999994991733959]
[null,"Obs1184","LOW","LOW",5.0082660409664532E-6,0.999994991733959]
[null,"Obs1197","HIGH","HIGH",0.99999499205810272,5.0079418972108754E-6]
[null,"Obs1200","LOW","LOW",5.0082660409583039E-6,0.999994991733959]
[null,"Obs1209","LOW","LOW",5.0082660409611067E-6,0.999994991733959]
[null,"Obs1211","LOW","LOW",5.0082660409630464E-6,0.999994991733959]
[null,"Obs1235","LOW","LOW",5.0082660409672367E-6,0.999994991733959]
[null,"Obs1236","LOW","LOW",5.0082660409661957E-6,0.999994991733959]
[null,"Obs1255","LOW","LOW",5.00826604096028E-6,0.999994991733959]
[null,"Obs1258","HIGH","HIGH",0.99999499205810272,5.0079418972084563E-6]
[null,"Obs1268","LOW","LOW",5.0082660409635352E-6,0.999994991733959]
[null,"Obs1280","LOW","LOW",5.0082660409610889E-6,0.999994991733959]
[null,"Obs1289","HIGH","HIGH",0.99999499205810272,5.0079418972096396E-6]
[null,"Obs1302","LOW","LOW",5.0082660409634818E-6,0.999994991733959]
[null,"Obs1304","LOW","LOW",5.0082660409633666E-6,0.999994991733959]
[null,"Obs1305","LOW","LOW",5.0082660409647905E-6,0.999994991733959]
[null,"Obs1313","LOW","LOW",5.0082660409634733E-6,0.999994991733959]
[null,"Obs1319","HIGH","HIGH",0.99999499205810272,5.0079418972091229E-6]
[null,"Obs1325","HIGH","HIGH",0.99999499205810272,5.0079418972048445E-6]
[null,"Obs1334","LOW","LOW",5.0082660409583039E-6,0.999994991733959]
[null,"Obs1349","LOW","LOW",5.0082660409643542E-6,0.999994991733959]
[null,"Obs1351","LOW","LOW",5.0082660409643636E-6,0.999994991733959]
[null,"Obs1366","HIGH","HIGH",0.99999499205810272,5.0079418972069968E-6]
[null,"Obs1367","HIGH","HIGH",0.99999499205810272,5.0079418972064632E-6]
[null,"Obs1377","LOW","LOW",5.0082660409670224E-6,0.999994991733959]
[null,"Obs1378","LOW","LOW",5.0082660409659382E-6,0.999994991733959]
[null,"Obs1390","LOW","LOW",5.0082660409618809E-6,0.999994991733959]
[null,"Obs1399","HIGH","HIGH",0.99999499205810272,5.0079418972070324E-6]
[null,"Obs1413","LOW","LOW",5.0082660409638028E-6,0.999994991733959]
[null,"Obs1430","LOW","LOW",5.0082660409584377E-6,0.999994991733959]
[null,"Obs1433","HIGH","HIGH",0.99999499205810272,5.0079418972096752E-6]
[null,"Obs1434","HIGH","HIGH",0.99999499205810272,5.0079418972041593E-6]
[null,"Obs1451","LOW","LOW",5.0082660409634733E-6,0.999994991733959]
[null,"Obs1461","LOW","LOW",5.0082660409510541E-6,0.999994991733959]
[null,"Obs1476","LOW","LOW",5.0082660409542305E-6,0.999994991733959]
[null,"Obs1485","LOW","LOW",5.0082660409579845E-6,0.999994991733959]
[null,"Obs1498","LOW","LOW",5.0082660409543279E-6,0.999994991733959]
[null,"Obs1503","LOW","LOW",5.0082660409619436E-6,0.999994991733959]
[null,"Obs1507","LOW","LOW",5.0082660409554401E-6,0.999994991733959]
[null,"Obs1510","LOW","LOW",5.0082660409580108E-6,0.999994991733959]
[null,"Obs1519","LOW","LOW",5.0082660409584115E-6,0.999994991733959]
[null,"Obs1534","LOW","LOW",5.0082660409571206E-6,0.999994991733959]
[null,"Obs1539","LOW","LOW",5.0082660409576551E-6,0.999994991733959]
[null,"Obs1544","LOW","LOW",5.0082660409622096E-6,0.999994991733959]
[null,"Obs1553","LOW","LOW",5.0082660409651462E-6,0.999994991733959]
[null,"Obs1559","LOW","LOW",5.0082660409625128E-6,0.999994991733959]
[null,"Obs1560","LOW","LOW",5.0082660409656087E-6,0.999994991733959]
[null,"Obs1563","LOW","LOW",5.0082660409614184E-6,0.999994991733959]
[null,"Obs1564","LOW","LOW",5.0082660409586867E-6,0.999994991733959]
[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",530,0,530,1]
[null,"LOW",0,564,564,1]
[null,"Total",530,564,1094,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"ROC Curve (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.99999999999999989]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",208,0,208,1]
[null,"LOW",0,262,262,1]
[null,"Total",208,262,470,1]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[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,0.99999999999999756]

{"sheet":"XLSTAT_20230729_142005_1_HID","index":68,"n_rows":700,"n_cols":48,"rows_kept":700,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"SVM10","index":70,"n_rows":3993,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:19:39 / End time: 07/29/2023 at 14:19:42 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 490915590"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.49444857142857E-2,-6.4834857142857102E-3,-8.5965571297989072E-3,1.0493389681891165E-3]
[null,"X1165",1094,0,1094,-8.2602285714285795E-3,-4.6917285714285504E-3,-5.4792912118046483E-3,4.0618860681170899E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7423426181770662E-2,2.8341609950504887E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6634959114651354E-2,1.6114433277311137E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.7297642857142699E-2,-1.9794081405066593E-2,8.4048197868368674E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4104332815356472E-2,7.3915234113808347E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0443434512927645E-2,6.8862486095017572E-4]
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[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5354479694437175E-2,3.4632304396365306E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1466288991903878E-2,2.6422946200270877E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7662379472447198E-3,1.6907732355740379E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8308381170018245E-3,9.2873667043723393E-4]
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[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-5.4495714285712803E-4,-1.4852257377905437E-3,3.0335812239604164E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1597363541394793E-4,4.0502468076276292E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7448101593105234E-3,9.9582522585454762E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",529,529,48.354661791590495]
[null,"","LOW",565,565,51.645338208409505]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.667382310030388E-3,1.1083448231941238E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.7539571428571502E-3,-5.5086258662613982E-3,4.4344568184515417E-4]
[null,"X1403",470,0,470,-4.1465699999999897E-2,-2.1499342857142899E-2,-2.7573840759878412E-2,2.7742602832342444E-3]
[null,"X1411.5",470,0,470,-3.3198914285714302E-2,-2.3136199999999999E-2,-2.6706266656534975E-2,1.5332845834704855E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9797259908814587E-2,8.5127641987351647E-4]
[null,"X1428.5",470,0,470,-1.6151657142857101E-2,-9.0683857142856393E-3,-1.4075159209726441E-2,7.9696979014218477E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0416604832826743E-2,7.5027801052678328E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0829378419452853E-3,6.3739852362590973E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6517072036474173E-3,5.8904939216306864E-4]
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[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.43208571428566E-3,-2.0675027355623122E-3,2.959363705787811E-4]
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[null,"X1505",470,0,470,-1.2696571428570901E-3,2.0514285714286502E-3,1.1193794832826726E-3,3.4683653109225654E-4]
[null,"X1913",470,0,470,-3.64933714285713E-2,-1.13292285714287E-2,-2.297264033434649E-2,4.6225441242416978E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-6.73804285714297E-3,-1.5292487841945292E-2,3.5559589528151446E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.0242571428570403E-3,-1.1445132613981758E-2,2.7251573732254967E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-3.63757142857146E-3,-7.7748741641337328E-3,1.769589973835285E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-2.05921428571432E-3,-4.8504491793313047E-3,9.8773624527114532E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.2006714285715001E-3,-3.1839193313069883E-3,5.3658755511080925E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-8.2059999999983802E-4,-2.2555662613981706E-3,3.2878307857173308E-4]
[null,"X1972.5",470,0,470,-2.1982857142857598E-3,-2.7900000000080601E-5,-1.4774297872340405E-3,3.1493274412159873E-4]
[null,"X1981",470,0,470,-1.5236142857143499E-3,6.1931428571421199E-4,-6.2699586626140081E-4,4.0508672602204145E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.01814285714286E-3,-3.6988984194528838E-3,9.7424216173095551E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",209,209,44.468085106382979]
[null,"","LOW",261,261,55.531914893617021]
[]
[]
[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",-5.39429309223015]
[null,"Number of support vectors",1058]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
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[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[null,"Other classes",52,513,565,90.796460176991147]
[]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[null,"Precision",0.71111111111111114,0.60759493670886078]
[null,"NER",0.51645338208409508,0.55531914893617018]
[null,"List of support vectors (LOW versus the others):"]
[]
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[null,"Obs1514",1,100,-7.5619714285714299E-3,-4.9045571428571501E-3,-2.4526471428571402E-2,-2.5426128571428501E-2,-2.0094842857142799E-2,-1.5058285714285699E-2,-1.1517357142857201E-2,-1.0129000000000001E-2,-1.0608285714285799E-2,-1.01868857142857E-2,-7.5179714285714102E-3,-4.2472142857142301E-3,-1.77695714285714E-3,1.3732857142850801E-4,1.60092857142857E-3,-3.2681328571428601E-2,-2.2827257142857299E-2,-1.7157085714285598E-2,-1.1795957142857199E-2,-7.2530714285713397E-3,-4.4585142857144202E-3,-2.53265714285711E-3,-1.36959999999997E-3,-1.3625714285708801E-4,-5.5802142857141997E-3]
[null,"Obs1522",1,100,-8.6792999999999992E-3,-5.26094285714285E-3,-2.52593285714286E-2,-2.55507857142857E-2,-1.9951771428571401E-2,-1.4969828571428499E-2,-1.14642571428571E-2,-9.9904428571427895E-3,-1.0441228571428599E-2,-1.01503000000001E-2,-7.5222428571428699E-3,-4.2613714285713597E-3,-1.8742285714284899E-3,-1.01571428572367E-5,1.4550571428570999E-3,-3.2707614285714302E-2,-2.29277857142858E-2,-1.7352285714285601E-2,-1.15084714285714E-2,-6.8133571428571297E-3,-4.1537999999999896E-3,-2.7271142857141499E-3,-1.2771857142856999E-3,3.7271428571406001E-5,-5.5249857142857196E-3]
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[null,"Obs1549",1,100,-7.7446142857142998E-3,-5.4035857142857302E-3,-2.5127957142857101E-2,-2.56145714285715E-2,-1.9884414285714198E-2,-1.4905528571428499E-2,-1.1517042857142799E-2,-1.01213000000001E-2,-1.04777999999999E-2,-1.0128014285714301E-2,-7.6063714285715097E-3,-4.5657714285714497E-3,-2.2848571428570898E-3,-4.2821428571432303E-4,1.11992857142845E-3,-2.27213000000001E-2,-1.4579399999999999E-2,-1.08379000000001E-2,-7.3931999999999904E-3,-5.0419714285713201E-3,-3.85412857142853E-3,-2.80730000000001E-3,-1.7471714285714501E-3,-9.6969999999996204E-4,-3.5754285714285601E-3]
[null,"Obs1564",1,100,-8.7301857142857205E-3,-5.8046142857143303E-3,-2.79563857142857E-2,-2.70007428571429E-2,-1.9920128571428601E-2,-1.42185857142856E-2,-1.06767142857143E-2,-9.4292714285715302E-3,-9.9876142857142601E-3,-9.7731571428570398E-3,-7.4118571428570803E-3,-4.59798571428577E-3,-2.48061428571439E-3,-6.8872857142859801E-4,8.6814285714292795E-4,-1.9083157142857202E-2,-1.1984142857142799E-2,-8.99501428571425E-3,-6.2267571428571396E-3,-4.1557714285714899E-3,-3.0166857142857602E-3,-2.3704857142857702E-3,-1.5599571428571699E-3,-1.0709142857141501E-3,-3.30184285714297E-3]
[null,"ROC Curve:"]
[]
[]
[]
[null,"Other classes",161,48,209,22.966507177033492]
[]
[]
[]
[null,"Accuracy",0.58592321755027421,0.59148936170212763]
[null,"FPR",0.75803402646502838,0.77033492822966509]
[]
[]
[null,"Total",79,391,470,59.148936170212764]
[null,"Cohen's kappa",0.15314948923968655,0.11821610740878261]
[]
[null,"Class performance metrics for the validation set:"]
[null,null,"Class","Prediction (Class)"]
[null,"Obs9","HIGH","LOW"]
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[null,"Obs479","LOW","HIGH"]
[null,"Obs490","HIGH","LOW"]
[null,"Obs503","HIGH","HIGH"]
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[null,"Obs1305","LOW","LOW"]
[null,"Obs1314","LOW","LOW"]
[null,"Obs1327","LOW","LOW"]
[null,"Obs1333","HIGH","LOW"]
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[null,"Obs1497","LOW","LOW"]
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[null,"Obs1515","LOW","HIGH"]
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[null,"Obs2","LOW","LOW"]
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[null,"Obs819","HIGH","LOW"]
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[null,"Obs1146","HIGH","LOW"]
[null,"Obs1158","LOW","LOW"]
[null,"Obs1163","LOW","LOW"]
[null,"Obs1168","LOW","LOW"]
[null,"Obs1174","LOW","LOW"]
[null,"Obs1177","LOW","LOW"]
[null,"Obs1179","LOW","LOW"]
[null,"Obs1180","LOW","LOW"]
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[null,"Obs1187","LOW","LOW"]
[null,"Obs1192","HIGH","LOW"]
[null,"Obs1197","HIGH","LOW"]
[null,"Obs1199","HIGH","LOW"]
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[null,"Obs1205","LOW","LOW"]
[null,"Obs1206","LOW","LOW"]
[null,"Obs1207","LOW","LOW"]
[null,"Obs1208","LOW","LOW"]
[null,"Obs1221","LOW","LOW"]
[null,"Obs1226","HIGH","LOW"]
[null,"Obs1230","LOW","LOW"]
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{"sheet":"SVM9","index":72,"n_rows":3942,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:19:22 / End time: 07/29/2023 at 14:19:24 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1251508903"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6200364455471315E-3,1.0834831588706179E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4817941107338725E-3,4.1951484772684354E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7457163175763893E-2,2.7973495477669882E-3]
[null,"X1411.5",1094,0,1094,-3.6163342857142997E-2,-2.3088071428571399E-2,-2.6652034682684789E-2,1.5547142072196525E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9801981143901807E-2,8.4687000237705916E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4108103016453365E-2,7.769796684125958E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0448649686602264E-2,7.2390505008072478E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.1064614781927386E-3,6.0486525050849991E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6646386654478909E-3,5.6359580211954761E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5287162705667283E-3,5.1619687655532671E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1892773700705107E-3,3.4331488587033325E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.6937857142856898E-3,-4.2557869548184813E-3,2.4817959699186172E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.40075714285726E-3,-2.0465457691303222E-3,2.9111753446548421E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.0354902063201901E-4,3.3142360631423457E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.139450496213107E-3,3.3366244152182938E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3221753656307124E-2,4.5771789210772469E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5494679002350494E-2,3.5309727343260659E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1583517262992931E-2,2.691461728875493E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.8453815487072327E-3,1.729025969945929E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8761235570645208E-3,9.5573852755317186E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.202915003917472E-3,5.2003188887289327E-4]
[null,"X1964",1094,0,1094,-3.2117999999999899E-3,-7.5404285714286701E-4,-2.2693366936536864E-3,3.3147902718089043E-4]
[null,"X1972.5",1094,0,1094,-2.1982857142857598E-3,-2.7900000000080601E-5,-1.4720144424131619E-3,3.0754768595369996E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.0613080438757106E-4,4.1355480233244799E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.757240872290409E-3,9.8911607810790616E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",516,516,47.166361974405852]
[null,"","LOW",578,578,52.833638025594148]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.49444857142857E-2,-6.7008571428571299E-3,-8.6127304559270659E-3,1.0306273121021511E-3]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.7522142857142997E-3,-5.5027999696048626E-3,4.1387724213459405E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.1819114285714401E-2,-2.7495312522796366E-2,2.862600110389738E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6666520547112452E-2,1.6652225035732914E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.6336557142857099E-2,-1.9778872006079019E-2,8.3617240179718769E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-1.1703157142857201E-2,-1.4066383465045594E-2,7.0772940287660332E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-8.2745428571428508E-3,-1.0404465683890581E-2,6.6776852211426155E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.4102285714284797E-3,-9.0601721276595791E-3,5.6072630683050946E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.0037285714285606E-3,-9.6174735562309949E-3,5.2942053060262787E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-8.0291285714285694E-3,-9.4917394224924012E-3,4.9980811693827061E-4]
[null,"X1471",470,0,470,-8.3499428571428003E-3,-6.2400714285714099E-3,-7.1708875987841914E-3,3.5091678311574348E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2580980851063769E-3,2.7039870129778182E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.41622857142853E-3,-2.0658323100303994E-3,2.9701502727831852E-4]
[null,"X1496.5",470,0,470,-1.9889000000000699E-3,4.6331428571433402E-4,-3.3132744680851301E-4,3.1671042060537518E-4]
[null,"X1505",470,0,470,-3.9277142857152602E-4,2.0183285714285302E-3,1.1142728267477177E-3,3.126157153605782E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-9.7763428571426801E-3,-2.2577606504559283E-2,4.362657924789265E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-5.3916142857144403E-3,-1.4966151580547099E-2,3.3686096712612782E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-4.16030000000001E-3,-1.1172265106382964E-2,2.5878718190696852E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-3.0726142857141498E-3,-7.5906548024316112E-3,1.667678139573904E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-2.0010571428571398E-3,-4.7450400911854089E-3,9.1938141658040042E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.6491571428571799E-3,-3.1539930091185435E-3,4.8819364834057133E-4]
[null,"X1964",470,0,470,-3.2955714285713999E-3,-1.2110142857141299E-3,-2.273952462006075E-3,3.2543475853444743E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-1.2505714285704399E-4,-1.5081811854103326E-3,3.0388091008330957E-4]
[null,"X1981",470,0,470,-1.4132428571428401E-3,6.1931428571421199E-4,-6.4990662613981524E-4,3.8283713527452186E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-1.5278571428571899E-3,-3.669963951367788E-3,9.8808986776950593E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",222,222,47.234042553191486]
[null,"","LOW",248,248,52.765957446808514]
[]
[]
[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",-4.6255386920136594]
[null,"Number of support vectors",1032]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
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[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[null,"Total",96,998,1094,55.941499085923219]
[]
[]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[]
[]
[]
[]
[null,"NER",0.52833638025594154,0.52765957446808509]
[]
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[null,"Confusion matrix for the training sample (LOW versus the others):"]
[]
[]
[]
[null,"LOW",242,6,248,97.58064516129032]
[]
[]
[]
[]
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[null,null,"Training set","Validation set"]
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{"sheet":"SVM8","index":74,"n_rows":3989,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:19:14 / End time: 07/29/2023 at 14:19:16 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 440151428"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.49444857142857E-2,-6.4834857142857102E-3,-8.6132399843301104E-3,1.0504093122324044E-3]
[null,"X1165",1094,0,1094,-8.2602285714285795E-3,-4.7610142857142804E-3,-5.489444058500912E-3,3.9879928220147413E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7486156189605631E-2,2.8012995623894607E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6693938848263279E-2,1.5846304795713102E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.7642114285714199E-2,-1.9827322747453642E-2,8.2427866526776309E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-1.00569714285714E-2,-1.4115324797597285E-2,7.3122069373668364E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.4206857142857796E-3,-1.0443420984591278E-2,6.8420794085226973E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-6.0504285714285703E-3,-9.0947365108383499E-3,5.6853557308315515E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6540597414468392E-3,5.3447497620688243E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-7.9979714285713394E-3,-9.5247490859231964E-3,5.0025811297830776E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-6.3216428571427601E-3,-7.1893101331940504E-3,3.4042118932384971E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2574885479237387E-3,2.5230416758533338E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.41622857142853E-3,-2.0506636719770143E-3,2.8691961219860031E-4]
[null,"X1496.5",1094,0,1094,-2.1657714285713801E-3,5.5757142857154596E-4,-3.0885667276051319E-4,3.1792268400507236E-4]
[null,"X1505",1094,0,1094,-7.4778571428568696E-4,2.0514285714286502E-3,1.1361667014886361E-3,3.1756664637105312E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.3036670645077067E-2,4.4364224377254034E-3]
[null,"X1921.5",1094,0,1094,-2.61304999999998E-2,-3.53902857142852E-3,-1.5323089018020366E-2,3.4140253725810665E-3]
[null,"X1930",1094,0,1094,-2.0083642857142901E-2,-2.3396999999999398E-3,-1.1448517667798364E-2,2.6139644551123878E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-1.8199285714287599E-3,-7.7667552232958906E-3,1.6855482377962322E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8379081483416204E-3,9.3120409029583205E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-1.24745714285712E-3,-3.1903049360146266E-3,4.9268508508121646E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2713341864716639E-3,3.1724619276920281E-4]
[null,"X1972.5",1094,0,1094,-2.2027857142856702E-3,-4.5460000000008299E-4,-1.4847440846173941E-3,3.0123302465364467E-4]
[null,"X1981",1094,0,1094,-1.48851428571428E-3,6.1931428571421199E-4,-6.2351869939932078E-4,3.9676679454135925E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,-1.2347142857138701E-4,-3.7395734525985853E-3,9.5603795692558507E-4]
[]
[]
[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,"X961",470,0,470,-1.6658285714285698E-2,-6.8701428571428498E-3,-8.6285503039513645E-3,1.1074938037536847E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4849934954407271E-3,4.5945172975742917E-4]
[null,"X1403",470,0,470,-4.3352214285714202E-2,-2.2532157142857102E-2,-2.7427826656534954E-2,2.8533447754976564E-3]
[null,"X1411.5",470,0,470,-3.5611371428571501E-2,-2.3088071428571399E-2,-2.6568981914893618E-2,1.5947708311111683E-3]
[null,"X1420",470,0,470,-2.2335085714285802E-2,-1.4997971428571399E-2,-1.9719885379939208E-2,8.8286550410225596E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4049573617021272E-2,8.1234614532032872E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0416636322188458E-2,7.5963817889549735E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0874638601823703E-3,6.4438033837843037E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6420976899696115E-3,5.9688073804720001E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5009736778115493E-3,5.3677435684946508E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-5.9522714285714703E-3,-7.1708113373860124E-3,3.5742230257138714E-4]
[null,"X1479.5",470,0,470,-5.6625428571429604E-3,-3.5864142857143801E-3,-4.2541373556231055E-3,2.6134372634983996E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.40075714285726E-3,-2.0562472340425585E-3,3.0677659574815608E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,4.9461428571434497E-4,-3.1897303951367826E-4,3.481458583938328E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,1.95364285714283E-3,1.1219163829787233E-3,3.4994130229627437E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.3008416747720341E-2,4.7201509994989638E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5365554650455932E-2,3.6653652038503661E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1486498206686931E-2,2.7879777993239695E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-2.49817142857145E-3,-7.7736701215805485E-3,1.7811738419402433E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8339925531914896E-3,9.8243906741678363E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1833449544072978E-3,5.5183214434336456E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-8.2059999999983802E-4,-2.2693029787233948E-3,3.5698418085630814E-4]
[null,"X1972.5",470,0,470,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4785509118540969E-3,3.1967577324096567E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,7.7510000000002898E-4,-6.0943352583587239E-4,4.2364108034056395E-4]
[null,"X2474",470,0,470,-7.0604142857143603E-3,3.36457142857238E-4,-3.7110876899696063E-3,1.0635040388196511E-3]
[]
[]
[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",-5.3678624013576126]
[null,"Number of support vectors",1056]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
[null,"Obs1",1,100,-8.4306285714285494E-3,-5.6616857142857101E-3,-2.7258557142857201E-2,-2.7538357142857101E-2,-2.0818542857142901E-2,-1.49474571428571E-2,-1.10759428571429E-2,-9.54738571428565E-3,-1.00125857142858E-2,-9.91957142857142E-3,-7.5165857142857097E-3,-4.4144285714285397E-3,-2.03042857142866E-3,-1.9928571428568E-4,1.29531428571428E-3,-2.2619057142857099E-2,-1.43344571428571E-2,-1.05618714285715E-2,-7.2568714285714498E-3,-4.7125999999999601E-3,-3.4185142857143802E-3,-2.5946285714286699E-3,-2.03689999999995E-3,-9.5532857142849304E-4,-4.8857999999999402E-3]
[null,"Obs4",1,100,-9.6158571428571309E-3,-6.1163857142856898E-3,-2.87602857142857E-2,-2.7793257142857099E-2,-2.06939142857143E-2,-1.48222714285714E-2,-1.09743428571429E-2,-9.5035285714285492E-3,-1.0076928571428501E-2,-1.00187714285714E-2,-7.7179285714286099E-3,-4.6855285714286201E-3,-2.3688285714286699E-3,-5.2677142857143798E-4,9.963571428572291E-4,-2.88243571428572E-2,-2.02551142857142E-2,-1.54817857142857E-2,-1.0272128571428601E-2,-5.7142142857143901E-3,-3.4781999999998802E-3,-2.3853999999999798E-3,-1.2794285714286E-3,1.02114285714272E-4,-4.7858571428572904E-3]
[null,"Obs5",1,100,-9.2154000000000003E-3,-6.0084571428571402E-3,-2.9072128571428602E-2,-2.8206200000000001E-2,-2.0763628571428501E-2,-1.4594628571428601E-2,-1.0677414285714301E-2,-9.2925999999999807E-3,-9.8724142857142295E-3,-9.8522428571428105E-3,-7.5681142857143601E-3,-4.5969142857142896E-3,-2.3017857142856898E-3,-5.4485714285712505E-4,9.5027142857140301E-4,-2.08487571428571E-2,-1.2831728571428599E-2,-9.5731428571429501E-3,-6.8468142857142098E-3,-4.4784714285713801E-3,-3.0195142857142301E-3,-2.39294285714287E-3,-1.5771000000001101E-3,-1.05902857142859E-3,-2.52674285714283E-3]
[null,"Obs6",-1,100,-8.5465714285714294E-3,-5.5815000000000196E-3,-2.7769428571428601E-2,-2.71214571428572E-2,-2.00568000000001E-2,-1.41350857142857E-2,-1.0471828571428501E-2,-9.1579285714285495E-3,-9.6967285714286092E-3,-9.5587000000000293E-3,-7.2705285714285703E-3,-4.3515142857143401E-3,-2.1581285714286102E-3,-3.76157142857103E-4,1.0799571428571401E-3,-2.0031671428571401E-2,-1.24771428571429E-2,-9.3938999999999603E-3,-6.6946714285714996E-3,-4.2365714285714801E-3,-3.0155714285714E-3,-2.4285000000000001E-3,-1.8062428571429801E-3,-1.09404285714282E-3,-3.25390000000003E-3]
[null,"Obs7",-1,100,-9.4795857142857091E-3,-5.8763571428571398E-3,-2.7950885714285702E-2,-2.6661971428571501E-2,-1.95566E-2,-1.38672428571429E-2,-1.02385857142857E-2,-8.9858857142857095E-3,-9.5884285714285498E-3,-9.5392714285714702E-3,-7.2205999999999703E-3,-4.3225571428571197E-3,-2.16519999999998E-3,-5.5265714285712697E-4,8.4018571428567902E-4,-2.3264257142857001E-2,-1.5876599999999901E-2,-1.21680285714286E-2,-8.2114571428572002E-3,-4.9214857142857397E-3,-3.1715571428572202E-3,-2.0884857142856599E-3,-1.13251428571426E-3,-4.2455714285705197E-4,-1.8138142857143701E-3]
[null,"Obs8",1,100,-8.0755142857142793E-3,-5.5035142857142701E-3,-2.7448900000000099E-2,-2.7302285714285699E-2,-2.0465128571428601E-2,-1.46313E-2,-1.0876571428571499E-2,-9.3847285714285193E-3,-9.8837714285713897E-3,-9.7411714285714508E-3,-7.4056571428571197E-3,-4.4250999999999596E-3,-2.1798285714285698E-3,-3.5387142857146202E-4,1.13061428571426E-3,-2.1325585714285802E-2,-1.32837142857144E-2,-9.7907142857143192E-3,-6.7793285714284899E-3,-4.68128571428567E-3,-3.4375857142857598E-3,-2.5793285714286198E-3,-1.76971428571415E-3,-1.00931428571427E-3,-2.40241428571419E-3]
[null,"Obs9",1,100,-7.6345142857142797E-3,-5.4601857142856898E-3,-2.47052E-2,-2.5443385714285699E-2,-1.9720257142857099E-2,-1.4392128571428599E-2,-1.07148E-2,-9.0807142857142198E-3,-9.2953571428570601E-3,-9.0996428571428808E-3,-6.9583571428571403E-3,-4.1118428571429401E-3,-1.91031428571425E-3,-2.2238571428567799E-4,1.20214285714293E-3,-2.07186428571428E-2,-1.26535428571428E-2,-9.2365428571429299E-3,-6.3734428571428602E-3,-4.3945571428570798E-3,-3.2390142857142098E-3,-2.4946285714286301E-3,-1.78161428571438E-3,-1.15035714285716E-3,-3.5473142857142502E-3]
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[]
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{"sheet":"SVM7","index":76,"n_rows":3989,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:19:05 / End time: 07/29/2023 at 14:19:08 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1103434167"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6384814442413173E-3,1.0972252584200769E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7539571428571502E-3,-5.4980065813528311E-3,4.3405881271523173E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7506561190911459E-2,2.8555199984487589E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.667729774092455E-2,1.5917573299670746E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9800705131888235E-2,8.4899713828070654E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4093325254635664E-2,7.7230456035392702E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0431705158004694E-2,7.2225687464608863E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0901323191433809E-3,6.0393152902866348E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.649484643510042E-3,5.6265806461116826E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5184510054844469E-3,5.1585966792856187E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1861582397492853E-3,3.4606692461520744E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2595500130582307E-3,2.5617888990006827E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0559565421781178E-3,2.9931573512103591E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1583345521024153E-4,3.375901515584988E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1291676547401392E-3,3.3867649067362206E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3042859911203972E-2,4.564684290990227E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5336585962392246E-2,3.5194536238326505E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1465665839644796E-2,2.6851132803298442E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7773107338730786E-3,1.725008210697329E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8473836641420749E-3,9.575186373444503E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1911682554191744E-3,5.223068880399628E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2693203708540129E-3,3.354705693722331E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4781810133194019E-3,3.1028318887388182E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1919939932097144E-4,4.0859233907544643E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7414747323060837E-3,9.9959147142500058E-4]
[]
[]
[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,"X961",470,0,470,-1.44050142857143E-2,-6.4834857142857102E-3,-8.5697967781155019E-3,9.9452709473139269E-4]
[null,"X1165",470,0,470,-7.7489857142856999E-3,-4.6917285714285504E-3,-5.465062857142859E-3,3.7671129199733062E-4]
[null,"X1403",470,0,470,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7380330759878418E-2,2.7235996386009522E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.3088071428571399E-2,-2.6607716747720368E-2,1.5805342958249695E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.7335199999999999E-2,-1.9781842127659564E-2,8.3120535531969479E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-1.1931642857142899E-2,-1.4100781063829778E-2,7.2037623436324897E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-8.1799285714284596E-3,-1.0443906778115498E-2,6.7285488727088097E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.4102285714284797E-3,-9.0981808510638262E-3,5.6435888561303955E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.1390571428571808E-3,-9.6527469604863192E-3,5.331972459304776E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-8.0929428571428503E-3,-9.5156334650455844E-3,5.0156961973232036E-4]
[null,"X1471",470,0,470,-8.3423571428571895E-3,-6.2400714285714099E-3,-7.1781478723404301E-3,3.4483800614263743E-4]
[null,"X1479.5",470,0,470,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.2493389665653504E-3,2.5227707787856186E-4]
[null,"X1488",470,0,470,-3.9765857142856596E-3,-1.41622857142853E-3,-2.0439272340425528E-3,2.7766259947160118E-4]
[null,"X1496.5",470,0,470,-2.1657714285713801E-3,4.64399999999976E-4,-3.0273346504558713E-4,3.0184707020930289E-4]
[null,"X1505",470,0,470,-3.3677142857147001E-4,2.0183285714285302E-3,1.1382077811550118E-3,3.0043177250738145E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-9.7763428571426801E-3,-2.2994010243161105E-2,4.4258518180989E-3]
[null,"X1921.5",470,0,470,-2.5822857142857002E-2,-5.3916142857144403E-3,-1.5334138358662619E-2,3.4252896898933774E-3]
[null,"X1930",470,0,470,-1.95999E-2,-4.16030000000001E-3,-1.1446583100303942E-2,2.6258193538155256E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-3.0726142857141498E-3,-7.7491004863221901E-3,1.6906854935681407E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-2.0010571428571398E-3,-4.811936778115501E-3,9.2113466382874164E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.6491571428571799E-3,-3.1813354407294798E-3,4.8416590633365683E-4]
[null,"X1964",470,0,470,-3.10788571428566E-3,-1.2670571428570799E-3,-2.2739904559270427E-3,3.1575828746107797E-4]
[null,"X1972.5",470,0,470,-2.2181714285715599E-3,-6.5479999999995498E-4,-1.4938275075987864E-3,2.9858029543648469E-4]
[null,"X1981",470,0,470,-1.44511428571431E-3,6.0519999999991702E-4,-6.1948738601824249E-4,3.9675638266048051E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-1.46840000000004E-3,-3.7066621580547098E-3,9.6553698981101063E-4]
[]
[]
[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",-5.0014357819315549]
[null,"Number of support vectors",1056]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
[null,"Obs1",1,100,-8.4306285714285494E-3,-5.6616857142857101E-3,-2.7258557142857201E-2,-2.7538357142857101E-2,-2.0818542857142901E-2,-1.49474571428571E-2,-1.10759428571429E-2,-9.54738571428565E-3,-1.00125857142858E-2,-9.91957142857142E-3,-7.5165857142857097E-3,-4.4144285714285397E-3,-2.03042857142866E-3,-1.9928571428568E-4,1.29531428571428E-3,-2.2619057142857099E-2,-1.43344571428571E-2,-1.05618714285715E-2,-7.2568714285714498E-3,-4.7125999999999601E-3,-3.4185142857143802E-3,-2.5946285714286699E-3,-2.03689999999995E-3,-9.5532857142849304E-4,-4.8857999999999402E-3]
[null,"Obs3",-1,100,-1.6658285714285698E-2,-9.2912142857142204E-3,-3.7750028571428597E-2,-2.6137671428571398E-2,-1.4997971428571399E-2,-9.0683857142856393E-3,-6.2966285714284899E-3,-5.5398999999999301E-3,-6.3464285714285298E-3,-6.8017285714285797E-3,-5.9522714285714703E-3,-4.4988142857142997E-3,-3.3991857142857702E-3,-2.3635571428571298E-3,-1.2696571428570901E-3,-1.5651499999999999E-2,-1.1987471428571501E-2,-9.2266857142855301E-3,-5.4225714285714996E-3,-2.9675142857144001E-3,-1.79298571428577E-3,-8.2059999999983802E-4,-2.7900000000080601E-5,3.2722857142852802E-4,-2.0891571428570698E-3]
[null,"Obs4",1,100,-9.6158571428571309E-3,-6.1163857142856898E-3,-2.87602857142857E-2,-2.7793257142857099E-2,-2.06939142857143E-2,-1.48222714285714E-2,-1.09743428571429E-2,-9.5035285714285492E-3,-1.0076928571428501E-2,-1.00187714285714E-2,-7.7179285714286099E-3,-4.6855285714286201E-3,-2.3688285714286699E-3,-5.2677142857143798E-4,9.963571428572291E-4,-2.88243571428572E-2,-2.02551142857142E-2,-1.54817857142857E-2,-1.0272128571428601E-2,-5.7142142857143901E-3,-3.4781999999998802E-3,-2.3853999999999798E-3,-1.2794285714286E-3,1.02114285714272E-4,-4.7858571428572904E-3]
[null,"Obs5",1,100,-9.2154000000000003E-3,-6.0084571428571402E-3,-2.9072128571428602E-2,-2.8206200000000001E-2,-2.0763628571428501E-2,-1.4594628571428601E-2,-1.0677414285714301E-2,-9.2925999999999807E-3,-9.8724142857142295E-3,-9.8522428571428105E-3,-7.5681142857143601E-3,-4.5969142857142896E-3,-2.3017857142856898E-3,-5.4485714285712505E-4,9.5027142857140301E-4,-2.08487571428571E-2,-1.2831728571428599E-2,-9.5731428571429501E-3,-6.8468142857142098E-3,-4.4784714285713801E-3,-3.0195142857142301E-3,-2.39294285714287E-3,-1.5771000000001101E-3,-1.05902857142859E-3,-2.52674285714283E-3]
[null,"Obs6",-1,100,-8.5465714285714294E-3,-5.5815000000000196E-3,-2.7769428571428601E-2,-2.71214571428572E-2,-2.00568000000001E-2,-1.41350857142857E-2,-1.0471828571428501E-2,-9.1579285714285495E-3,-9.6967285714286092E-3,-9.5587000000000293E-3,-7.2705285714285703E-3,-4.3515142857143401E-3,-2.1581285714286102E-3,-3.76157142857103E-4,1.0799571428571401E-3,-2.0031671428571401E-2,-1.24771428571429E-2,-9.3938999999999603E-3,-6.6946714285714996E-3,-4.2365714285714801E-3,-3.0155714285714E-3,-2.4285000000000001E-3,-1.8062428571429801E-3,-1.09404285714282E-3,-3.25390000000003E-3]
[null,"Obs8",1,100,-8.0755142857142793E-3,-5.5035142857142701E-3,-2.7448900000000099E-2,-2.7302285714285699E-2,-2.0465128571428601E-2,-1.46313E-2,-1.0876571428571499E-2,-9.3847285714285193E-3,-9.8837714285713897E-3,-9.7411714285714508E-3,-7.4056571428571197E-3,-4.4250999999999596E-3,-2.1798285714285698E-3,-3.5387142857146202E-4,1.13061428571426E-3,-2.1325585714285802E-2,-1.32837142857144E-2,-9.7907142857143192E-3,-6.7793285714284899E-3,-4.68128571428567E-3,-3.4375857142857598E-3,-2.5793285714286198E-3,-1.76971428571415E-3,-1.00931428571427E-3,-2.40241428571419E-3]
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[]
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[]
[]
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[]
[]
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[null,"Performance metrics (HIGH versus the others):"]
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[]
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{"sheet":"SVM6","index":78,"n_rows":3921,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:18:58 / End time: 07/29/2023 at 14:19:00 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1734709541"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6571058370331563E-3,1.0990769358552568E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4978032645599346E-3,4.3502174377770805E-4]
[null,"X1403",1094,0,1094,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7570474366675379E-2,2.8955457370278539E-3]
[null,"X1411.5",1094,0,1094,-3.6504528571428503E-2,-2.3088071428571399E-2,-2.6693174784539041E-2,1.6249022493392872E-3]
[null,"X1420",1094,0,1094,-2.2682257142857199E-2,-1.4997971428571399E-2,-1.9786107874118573E-2,8.5075260638686886E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4070148211021158E-2,7.657144183169719E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0411886719770157E-2,7.1931453569578805E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0788693653695331E-3,6.0201002201108777E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6463601331940284E-3,5.6006515057860091E-4]
[null,"X1462.5",1094,0,1094,-1.1184942857142799E-2,-6.8017285714285797E-3,-9.5159820840950704E-3,5.1464324036319979E-4]
[null,"X1471",1094,0,1094,-8.3423571428571895E-3,-5.9522714285714703E-3,-7.1841159571689722E-3,3.4716773097774324E-4]
[null,"X1479.5",1094,0,1094,-5.8878999999999503E-3,-3.5864142857143801E-3,-4.2609937712196361E-3,2.6033220969046801E-4]
[null,"X1488",1094,0,1094,-3.9765857142856596E-3,-1.40075714285726E-3,-2.0605904152520239E-3,3.0355889172188367E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.2024733611909123E-4,3.4054162350574874E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1247179550796559E-3,3.392855062525279E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.2964070188038678E-2,4.523377939862662E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5299364285714274E-2,3.4841192610614406E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.143995524941239E-2,2.6651436554732629E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7548338861321538E-3,1.7159824477023648E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8254371245756095E-3,9.5311076589623268E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1768090624183865E-3,5.1570474465891002E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2610424262209418E-3,3.3433683371664386E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4762446069469814E-3,3.1016159746962839E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,7.7510000000002898E-4,-6.1429445024810793E-4,4.0548743372904433E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7392968660224547E-3,1.0092733149098219E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[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,"X961",470,0,470,-1.49444857142857E-2,-6.4834857142857102E-3,-8.5264455319148981E-3,9.8536598480598804E-4]
[null,"X1165",470,0,470,-8.2602285714285795E-3,-4.7785999999999896E-3,-5.4655361094224945E-3,3.7415507406520035E-4]
[null,"X1403",470,0,470,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7231562644376893E-2,2.6100176274601312E-3]
[null,"X1411.5",470,0,470,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6570760395136783E-2,1.4975014851880775E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.7297642857142699E-2,-1.9815819574468086E-2,8.2678842330027099E-4]
[null,"X1428.5",470,0,470,-1.62805428571428E-2,-1.18668285714286E-2,-1.4154729331306981E-2,7.3320351808961036E-4]
[null,"X1437",470,0,470,-1.25655857142858E-2,-8.4083142857142006E-3,-1.0490037355623117E-2,6.7708330311972245E-4]
[null,"X1445.5",470,0,470,-1.0938428571428601E-2,-7.4859857142857101E-3,-9.1243971732522695E-3,5.6788524663149535E-4]
[null,"X1454",470,0,470,-1.1316914285714399E-2,-8.0037285714285606E-3,-9.6600197568388977E-3,5.3940737777415592E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-8.0291285714285694E-3,-9.5213802735562344E-3,5.0445868607334261E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-6.3562285714285896E-3,-7.1829016109422493E-3,3.4231383076543958E-4]
[null,"X1479.5",470,0,470,-5.9659714285714097E-3,-3.6937857142856898E-3,-4.2459783890577453E-3,2.4199032318130188E-4]
[null,"X1488",470,0,470,-4.1066428571429102E-3,-1.4540857142857401E-3,-2.0331411550152004E-3,2.6591010637480757E-4]
[null,"X1496.5",470,0,470,-1.9733571428571799E-3,4.05085714285713E-4,-2.9245945288754058E-4,2.9330228356769098E-4]
[null,"X1505",470,0,470,-1.37299999999951E-4,1.87641428571428E-3,1.1485651671732464E-3,2.9825435782481938E-4]
[null,"X1913",470,0,470,-3.6641657142857199E-2,-1.12960142857141E-2,-2.3177405896656511E-2,4.520264117634629E-3]
[null,"X1921.5",470,0,470,-2.61304999999998E-2,-6.6129571428571498E-3,-1.5420777750759876E-2,3.5069929171602384E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-5.3582000000000898E-3,-1.1506428601823717E-2,2.672280080110502E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-3.63757142857146E-3,-7.8014189361702065E-3,1.7116756138742064E-3]
[null,"X1947",470,0,470,-7.8868142857143608E-3,-2.4028285714284801E-3,-4.8630208510638297E-3,9.3166872987946164E-4]
[null,"X1955.5",470,0,470,-4.8079571428570897E-3,-1.52140000000001E-3,-3.2147587537993917E-3,4.9944564221489319E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-1.3017857142857399E-3,-2.2932586930091165E-3,3.1742839204210296E-4]
[null,"X1972.5",470,0,470,-2.2027857142856702E-3,-5.4495714285712803E-4,-1.4983348024316082E-3,2.9858927261494238E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,6.2472857142847904E-4,-6.3090443768997286E-4,4.0387242173812901E-4]
[null,"X2474",470,0,470,-7.4159285714285898E-3,-8.4322857142859998E-4,-3.7117314893616998E-3,9.4194036999663505E-4]
[]
[]
[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,"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",-4.8215631531993566]
[null,"Number of support vectors",1022]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
[null,"Obs1",1,100,-8.4306285714285494E-3,-5.6616857142857101E-3,-2.7258557142857201E-2,-2.7538357142857101E-2,-2.0818542857142901E-2,-1.49474571428571E-2,-1.10759428571429E-2,-9.54738571428565E-3,-1.00125857142858E-2,-9.91957142857142E-3,-7.5165857142857097E-3,-4.4144285714285397E-3,-2.03042857142866E-3,-1.9928571428568E-4,1.29531428571428E-3,-2.2619057142857099E-2,-1.43344571428571E-2,-1.05618714285715E-2,-7.2568714285714498E-3,-4.7125999999999601E-3,-3.4185142857143802E-3,-2.5946285714286699E-3,-2.03689999999995E-3,-9.5532857142849304E-4,-4.8857999999999402E-3]
[null,"Obs2",-1,100,-1.25465285714286E-2,-7.0154714285714497E-3,-3.0335000000000001E-2,-2.5838385714285698E-2,-1.76195E-2,-1.21175285714287E-2,-9.0600714285713497E-3,-8.0742571428571407E-3,-8.7272714285714405E-3,-8.8433999999999995E-3,-6.9438E-3,-4.5210571428571699E-3,-2.6078428571428801E-3,-1.0159714285714601E-3,3.4948571428578001E-4,-2.4412228571428701E-2,-1.77114857142858E-2,-1.39160285714285E-2,-9.4499857142856802E-3,-5.41220000000009E-3,-2.8917571428572798E-3,-1.6827142857140901E-3,-8.8245714285717402E-4,8.9385714285738994E-5,-3.9141999999999797E-3]
[null,"Obs3",-1,100,-1.6658285714285698E-2,-9.2912142857142204E-3,-3.7750028571428597E-2,-2.6137671428571398E-2,-1.4997971428571399E-2,-9.0683857142856393E-3,-6.2966285714284899E-3,-5.5398999999999301E-3,-6.3464285714285298E-3,-6.8017285714285797E-3,-5.9522714285714703E-3,-4.4988142857142997E-3,-3.3991857142857702E-3,-2.3635571428571298E-3,-1.2696571428570901E-3,-1.5651499999999999E-2,-1.1987471428571501E-2,-9.2266857142855301E-3,-5.4225714285714996E-3,-2.9675142857144001E-3,-1.79298571428577E-3,-8.2059999999983802E-4,-2.7900000000080601E-5,3.2722857142852802E-4,-2.0891571428570698E-3]
[null,"Obs4",1,100,-9.6158571428571309E-3,-6.1163857142856898E-3,-2.87602857142857E-2,-2.7793257142857099E-2,-2.06939142857143E-2,-1.48222714285714E-2,-1.09743428571429E-2,-9.5035285714285492E-3,-1.0076928571428501E-2,-1.00187714285714E-2,-7.7179285714286099E-3,-4.6855285714286201E-3,-2.3688285714286699E-3,-5.2677142857143798E-4,9.963571428572291E-4,-2.88243571428572E-2,-2.02551142857142E-2,-1.54817857142857E-2,-1.0272128571428601E-2,-5.7142142857143901E-3,-3.4781999999998802E-3,-2.3853999999999798E-3,-1.2794285714286E-3,1.02114285714272E-4,-4.7858571428572904E-3]
[null,"Obs6",-1,100,-8.5465714285714294E-3,-5.5815000000000196E-3,-2.7769428571428601E-2,-2.71214571428572E-2,-2.00568000000001E-2,-1.41350857142857E-2,-1.0471828571428501E-2,-9.1579285714285495E-3,-9.6967285714286092E-3,-9.5587000000000293E-3,-7.2705285714285703E-3,-4.3515142857143401E-3,-2.1581285714286102E-3,-3.76157142857103E-4,1.0799571428571401E-3,-2.0031671428571401E-2,-1.24771428571429E-2,-9.3938999999999603E-3,-6.6946714285714996E-3,-4.2365714285714801E-3,-3.0155714285714E-3,-2.4285000000000001E-3,-1.8062428571429801E-3,-1.09404285714282E-3,-3.25390000000003E-3]
[null,"Obs8",1,100,-8.0755142857142793E-3,-5.5035142857142701E-3,-2.7448900000000099E-2,-2.7302285714285699E-2,-2.0465128571428601E-2,-1.46313E-2,-1.0876571428571499E-2,-9.3847285714285193E-3,-9.8837714285713897E-3,-9.7411714285714508E-3,-7.4056571428571197E-3,-4.4250999999999596E-3,-2.1798285714285698E-3,-3.5387142857146202E-4,1.13061428571426E-3,-2.1325585714285802E-2,-1.32837142857144E-2,-9.7907142857143192E-3,-6.7793285714284899E-3,-4.68128571428567E-3,-3.4375857142857598E-3,-2.5793285714286198E-3,-1.76971428571415E-3,-1.00931428571427E-3,-2.40241428571419E-3]
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[null,"from \\ to","LOW","Other classes","Total","% correct"]
[null,"ROC Curve:"]
[]
[]
[]
[null,"Total",443,27,470,54.042553191489361]
[]
[]
[]
[null,"Accuracy",0.56581352833638021,0.54042553191489362]
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[]
[null,"Total",60,1034,1094,56.581352833638022]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"Incorrectly classified observations",0.43418647166361979,0.45957446808510638]
[null,"Class performance metrics for the training set:"]
[]
[]
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{"sheet":"SVM5","index":80,"n_rows":3933,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:18:42 / End time: 07/29/2023 at 14:18:45 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 400450694"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6089299033690215E-3,1.0367083187217026E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4819043614520715E-3,4.1112206953641334E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7472872212065784E-2,2.7501545787640435E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.3088071428571399E-2,-2.6658324392791834E-2,1.5594004388779588E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.97965513841734E-2,8.2917025624081899E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4097425907547655E-2,7.3705226736667912E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0437332475842248E-2,6.8912491513931616E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0943841864716494E-3,5.7940550889493039E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6534497388352132E-3,5.4238434692152561E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5215202272133596E-3,5.0252069086163971E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1851502742230318E-3,3.4088586520878827E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2553302689997321E-3,2.505835868254781E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.43208571428566E-3,-2.0503272264298764E-3,2.8457640849979192E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,4.64399999999976E-4,-3.1134352311308508E-4,3.1879172817886537E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,1.9257428571428101E-3,1.1324013319404518E-3,3.1937327389352295E-4]
[null,"X1913",1094,0,1094,-3.6641657142857199E-2,-9.2603285714285607E-3,-2.2997135139723145E-2,4.4021291238471455E-3]
[null,"X1921.5",1094,0,1094,-2.5822857142857002E-2,-5.0784285714284803E-3,-1.531575424392795E-2,3.4100900669838392E-3]
[null,"X1930",1094,0,1094,-1.95999E-2,-3.9651857142857204E-3,-1.1439187725254641E-2,2.6052907369062393E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-2.9763142857143201E-3,-7.7555311439018136E-3,1.6758462537928855E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8365704230869744E-3,9.2145886724093737E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1884892530686867E-3,4.9784851959780039E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2688567511099469E-3,3.2010725041906746E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4846051449464604E-3,3.0154338358030503E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.1450000000001803E-4,-6.2398935753460569E-4,3.9966813040658142E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,2.8157142857088099E-5,-3.7341477539827614E-3,9.7095977597706372E-4]
[]
[]
[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,"X961",470,0,470,-1.44050142857143E-2,-6.6651571428571303E-3,-8.6385827051671752E-3,1.1369838223194918E-3]
[null,"X1165",470,0,470,-7.7489857142856999E-3,-4.7184571428571503E-3,-5.5025433434650415E-3,4.3307245243154118E-4]
[null,"X1403",470,0,470,-4.6220842857142903E-2,-2.1819114285714401E-2,-2.7458747234042579E-2,2.9674088701831143E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.2898085714285799E-2,-2.6651880243161095E-2,1.6550148174324616E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.6336557142857099E-2,-1.9791510638297878E-2,8.7674166843424285E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.00569714285714E-2,-1.409123613981763E-2,8.0184502013904194E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0430808297872353E-2,7.4952401778426462E-4]
[null,"X1445.5",470,0,470,-1.1062728571428501E-2,-6.0504285714285703E-3,-9.0882839513677736E-3,6.2141535599605333E-4]
[null,"X1454",470,0,470,-1.1230499999999999E-2,-7.4737142857143101E-3,-9.6435175683890553E-3,5.8004166272519276E-4]
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[null,"X1488",470,0,470,-3.9765857142856596E-3,-1.40075714285726E-3,-2.0570303647416458E-3,3.1180614235616139E-4]
[null,"X1496.5",470,0,470,-2.1657714285713801E-3,5.5757142857154596E-4,-3.1318449848024259E-4,3.4638903667985399E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,2.0514285714286502E-3,1.1306808814589653E-3,3.4629100947121817E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3100441945288725E-2,4.7936711532602459E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5382627507598775E-2,3.6736380663453102E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1508215136778115E-2,2.8064200476478588E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.799795957446818E-3,1.8020107381417892E-3]
[null,"X1947",470,0,470,-8.3008571428571098E-3,-1.43398571428566E-3,-4.8371063221884468E-3,1.0036299972446916E-3]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.24745714285712E-3,-3.1875712462006095E-3,5.4095532061660019E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-7.5404285714286701E-4,-2.2750696048632183E-3,3.5094711738430779E-4]
[null,"X1972.5",470,0,470,-2.1982857142857598E-3,-1.2505714285704399E-4,-1.4788743161094182E-3,3.1899919004256734E-4]
[null,"X1981",470,0,470,-1.44511428571431E-3,7.7510000000002898E-4,-6.083379939209742E-4,4.1719778909981247E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,3.36457142857238E-4,-3.7237168693009127E-3,1.0317566218977399E-3]
[]
[]
[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",-4.5246742648050837]
[null,"Number of support vectors",1028]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
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[null,"Obs1553",1,100,-7.6071000000000099E-3,-5.3310857142857297E-3,-2.3621300000000001E-2,-2.34865571428572E-2,-1.8049571428571401E-2,-1.34540571428571E-2,-1.0385471428571399E-2,-9.0466714285714605E-3,-9.2677285714286E-3,-8.9585142857142603E-3,-6.8166142857142304E-3,-4.1580714285714398E-3,-2.11850000000008E-3,-4.6685714285715801E-4,9.2990000000003903E-4,-2.1823971428571599E-2,-1.4892314285714201E-2,-1.1433857142856999E-2,-7.8437285714285099E-3,-4.7461285714285898E-3,-3.04320000000008E-3,-2.1711714285714799E-3,-1.61182857142861E-3,-7.6111428571418204E-4,-4.0161571428571404E-3]
[null,"Obs1557",1,100,-8.3325857142857208E-3,-5.4677714285714402E-3,-2.6331528571428599E-2,-2.63231714285714E-2,-2.0097314285714301E-2,-1.4895157142857199E-2,-1.1539728571428501E-2,-1.0335571428571401E-2,-1.08629428571428E-2,-1.05705571428572E-2,-7.9479000000000095E-3,-4.7350857142857104E-3,-2.2937000000000101E-3,-3.7095714285712001E-4,1.1895285714286199E-3,-2.77544142857141E-2,-1.8742214285714199E-2,-1.43441285714286E-2,-9.9599142857142997E-3,-6.16087142857147E-3,-4.0442285714285004E-3,-2.7928999999999901E-3,-1.61004285714289E-3,-4.57571428571502E-4,-4.1432857142857903E-3]
[null,"Other classes",476,38,514,7.3929961089494167]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Cohen's kappa",5.429905848162029E-2,7.7213517085142583E-2]
[null,"Confusion matrix for the training sample:"]
[null,"Total",51,1043,1094,55.301645338208402]
[]
[null,"Number of observations",1094,470]
[null,null,"Recall","Precision","F-score","Specificity","MCC"]
[null,"HIGH",0.10267857142857142,0.76666666666666672,0.18110236220472439,0.97154471544715448,0.15165082584317865]
[]
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{"sheet":"SVM4","index":82,"n_rows":3933,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:18:15 / End time: 07/29/2023 at 14:18:17 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 448148624"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6246878558370321E-3,1.1041045878982087E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4909713241055123E-3,4.355315236750461E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7502668960564112E-2,2.9429258403181305E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6666596591799468E-2,1.6467270382784032E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.979291739357535E-2,8.5143618097692183E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4089990898406903E-2,7.6451601802874811E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0430012627317853E-2,7.1776601776734738E-4]
[null,"X1445.5",1094,0,1094,-1.1062728571428501E-2,-5.5398999999999301E-3,-9.08833105249412E-3,5.9847174348195097E-4]
[null,"X1454",1094,0,1094,-1.1316914285714399E-2,-6.3464285714285298E-3,-9.6473281927396248E-3,5.5507322714888304E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5154741577435295E-3,5.1332100092430584E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1840383389919016E-3,3.4957846962080217E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2598602115434918E-3,2.6503856281355742E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.43208571428566E-3,-2.0569287150692113E-3,3.0444174790811865E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1652345259858971E-4,3.3588319475357615E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1274749804126378E-3,3.3417693201750803E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.2963382057978581E-2,4.5112463113737887E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5282010446591809E-2,3.4806147766078808E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1416490689475043E-2,2.6624367214985842E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7476856751110025E-3,1.716814773124507E-3]
[null,"X1947",1094,0,1094,-8.3008571428571098E-3,-1.43398571428566E-3,-4.8300837686079939E-3,9.4778955738919783E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.1837725254635686E-3,5.1214221014915713E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2686870070514446E-3,3.3274084485154776E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4822142073648457E-3,3.081898080918172E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,6.5140000000002397E-4,-6.2166423348132798E-4,4.0503592766455275E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7330110211543461E-3,1.0111517945295596E-3]
[]
[]
[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,"X961",470,0,470,-1.3385257142857101E-2,-6.4834857142857102E-3,-8.6019035562310015E-3,9.7812831080043377E-4]
[null,"X1165",470,0,470,-7.5286142857142998E-3,-4.79422857142858E-3,-5.4814385410334385E-3,3.7366282634383383E-4]
[null,"X1403",470,0,470,-4.2618400000000202E-2,-2.1499342857142899E-2,-2.7389390547112473E-2,2.4978060248311879E-3]
[null,"X1411.5",470,0,470,-3.4307685714285698E-2,-2.3088071428571399E-2,-2.6632625379939216E-2,1.4442309378304063E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.6336557142857099E-2,-1.9799969331306986E-2,8.2550067004574172E-4]
[null,"X1428.5",470,0,470,-1.61008714285714E-2,-1.1703157142857201E-2,-1.4108542310030394E-2,7.3934745539708496E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-8.2028000000001194E-3,-1.0447846413373868E-2,6.8387590426712149E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-7.4226857142857799E-3,-9.102373586626137E-3,5.776742030476628E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-8.0037285714285606E-3,-9.6577664437689954E-3,5.513509244875162E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-8.0291285714285694E-3,-9.5225625531914822E-3,5.0757404291040397E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-6.3895428571428799E-3,-7.1830822796352563E-3,3.3654819848926554E-4]
[null,"X1479.5",470,0,470,-5.51350000000006E-3,-3.6937857142856898E-3,-4.248616930091184E-3,2.2992699702525764E-4]
[null,"X1488",470,0,470,-3.7047571428571202E-3,-1.40075714285726E-3,-2.0416643465045628E-3,2.642386485883713E-4]
[null,"X1496.5",470,0,470,-2.0923714285713802E-3,4.9461428571434497E-4,-3.0112738601824118E-4,3.0617788546721917E-4]
[null,"X1505",470,0,470,-3.83671428571486E-4,2.0183285714285302E-3,1.1421477507598755E-3,3.1180327704488566E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-9.2603285714285607E-3,-2.3179007629179328E-2,4.5483548520534245E-3]
[null,"X1921.5",470,0,470,-2.5600442857142799E-2,-5.0784285714284803E-3,-1.5461171580547117E-2,3.5133622390527614E-3]
[null,"X1930",470,0,470,-1.9220757142857099E-2,-3.9651857142857204E-3,-1.156104610942249E-2,2.6764041808556207E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-2.9763142857143201E-3,-7.8180575379939166E-3,1.7091590244749366E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.9887571428571799E-3,-4.8522050455927015E-3,9.4457761457386147E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-1.3622571428572E-3,-3.1985501823708186E-3,5.0875933139364453E-4]
[null,"X1964",470,0,470,-3.1523714285713899E-3,-1.3463999999999701E-3,-2.2754647112461952E-3,3.2239304388944977E-4]
[null,"X1972.5",470,0,470,-2.1982857142857598E-3,-1.2505714285704399E-4,-1.4844396048632183E-3,3.0386775885808361E-4]
[null,"X1981",470,0,470,-1.42684285714284E-3,7.7510000000002898E-4,-6.1375009118541212E-4,4.0511144156598537E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.1271571428570499E-3,-3.7263627963525859E-3,9.3750111659743405E-4]
[]
[]
[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",-4.9084728042968804]
[null,"Number of support vectors",1028]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
[null,"Obs3",-1,100,-1.6658285714285698E-2,-9.2912142857142204E-3,-3.7750028571428597E-2,-2.6137671428571398E-2,-1.4997971428571399E-2,-9.0683857142856393E-3,-6.2966285714284899E-3,-5.5398999999999301E-3,-6.3464285714285298E-3,-6.8017285714285797E-3,-5.9522714285714703E-3,-4.4988142857142997E-3,-3.3991857142857702E-3,-2.3635571428571298E-3,-1.2696571428570901E-3,-1.5651499999999999E-2,-1.1987471428571501E-2,-9.2266857142855301E-3,-5.4225714285714996E-3,-2.9675142857144001E-3,-1.79298571428577E-3,-8.2059999999983802E-4,-2.7900000000080601E-5,3.2722857142852802E-4,-2.0891571428570698E-3]
[null,"Obs4",1,100,-9.6158571428571309E-3,-6.1163857142856898E-3,-2.87602857142857E-2,-2.7793257142857099E-2,-2.06939142857143E-2,-1.48222714285714E-2,-1.09743428571429E-2,-9.5035285714285492E-3,-1.0076928571428501E-2,-1.00187714285714E-2,-7.7179285714286099E-3,-4.6855285714286201E-3,-2.3688285714286699E-3,-5.2677142857143798E-4,9.963571428572291E-4,-2.88243571428572E-2,-2.02551142857142E-2,-1.54817857142857E-2,-1.0272128571428601E-2,-5.7142142857143901E-3,-3.4781999999998802E-3,-2.3853999999999798E-3,-1.2794285714286E-3,1.02114285714272E-4,-4.7858571428572904E-3]
[null,"Obs7",-1,100,-9.4795857142857091E-3,-5.8763571428571398E-3,-2.7950885714285702E-2,-2.6661971428571501E-2,-1.95566E-2,-1.38672428571429E-2,-1.02385857142857E-2,-8.9858857142857095E-3,-9.5884285714285498E-3,-9.5392714285714702E-3,-7.2205999999999703E-3,-4.3225571428571197E-3,-2.16519999999998E-3,-5.5265714285712697E-4,8.4018571428567902E-4,-2.3264257142857001E-2,-1.5876599999999901E-2,-1.21680285714286E-2,-8.2114571428572002E-3,-4.9214857142857397E-3,-3.1715571428572202E-3,-2.0884857142856599E-3,-1.13251428571426E-3,-4.2455714285705197E-4,-1.8138142857143701E-3]
[null,"Obs9",1,100,-7.6345142857142797E-3,-5.4601857142856898E-3,-2.47052E-2,-2.5443385714285699E-2,-1.9720257142857099E-2,-1.4392128571428599E-2,-1.07148E-2,-9.0807142857142198E-3,-9.2953571428570601E-3,-9.0996428571428808E-3,-6.9583571428571403E-3,-4.1118428571429401E-3,-1.91031428571425E-3,-2.2238571428567799E-4,1.20214285714293E-3,-2.07186428571428E-2,-1.26535428571428E-2,-9.2365428571429299E-3,-6.3734428571428602E-3,-4.3945571428570798E-3,-3.2390142857142098E-3,-2.4946285714286301E-3,-1.78161428571438E-3,-1.15035714285716E-3,-3.5473142857142502E-3]
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{"sheet":"SVM3","index":84,"n_rows":3985,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:17:36 / End time: 07/29/2023 at 14:17:39 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1565776636"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.618220331679291E-3,1.0952588369760158E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4812906503003437E-3,4.2637398054239334E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7446081352833655E-2,2.8364993719165845E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.3088071428571399E-2,-2.665300662052757E-2,1.593490242672291E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9807782397492799E-2,8.3685230947881271E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-9.0683857142856393E-3,-1.4114227252546338E-2,7.5028959860949304E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-6.2966285714284899E-3,-1.0452151619221734E-2,7.068782613081216E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.1067986550013112E-3,5.9462951016256004E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6646333246278304E-3,5.5438837417534734E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5302989161660835E-3,5.1047735177870009E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1901692478453854E-3,3.4612938226969857E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2553737659963417E-3,2.5825420192677594E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.43208571428566E-3,-2.0453495821363306E-3,2.9272682410104813E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.0204539044136904E-4,3.2300582571407092E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1422611909114645E-3,3.2305232915772245E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.319431527814049E-2,4.4505726526802396E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5463181222251259E-2,3.453478227601395E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1552227108905711E-2,2.6330631083464652E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-2.49817142857145E-3,-7.8253848524419065E-3,1.6926936529215615E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8688015147558055E-3,9.3118577528012521E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-7.7575714285704799E-4,-3.2079228649778049E-3,5.0355657227291921E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-8.2059999999983802E-4,-2.2819434447636385E-3,3.3103326881577471E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4874675633324598E-3,3.1053108826571718E-4]
[null,"X1981",1094,0,1094,-1.48851428571428E-3,6.5140000000002397E-4,-6.0837296944372043E-4,4.0554851548814261E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7602629798903116E-3,9.9965657687959663E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",527,527,48.171846435100548]
[null,"","LOW",567,567,51.828153564899452]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.43784571428571E-2,-6.4834857142857102E-3,-8.6169577507598898E-3,1.0012180134961687E-3]
[null,"X1165",470,0,470,-7.58305714285712E-3,-4.7660714285714303E-3,-5.5039718541033409E-3,3.9714155176967086E-4]
[null,"X1403",470,0,470,-4.3352214285714202E-2,-2.1499342857142899E-2,-2.7521107234042549E-2,2.7708358136362358E-3]
[null,"X1411.5",470,0,470,-3.5611371428571501E-2,-2.2898085714285799E-2,-2.6664258206686921E-2,1.5775075225595413E-3]
[null,"X1420",470,0,470,-2.2682257142857199E-2,-1.7642114285714199E-2,-1.9765368662614E-2,8.5883993457415799E-4]
[null,"X1428.5",470,0,470,-1.6217357142857099E-2,-1.00569714285714E-2,-1.4052128328267466E-2,7.7097043220126593E-4]
[null,"X1437",470,0,470,-1.25655857142858E-2,-6.4206857142857796E-3,-1.0396314376899703E-2,7.0842948647599046E-4]
[null,"X1445.5",470,0,470,-1.0938428571428601E-2,-6.0504285714285703E-3,-9.0593872948328148E-3,5.8562223015223489E-4]
[null,"X1454",470,0,470,-1.1259471428571401E-2,-7.4737142857143101E-3,-9.6174859878419439E-3,5.5161288887156624E-4]
[null,"X1462.5",470,0,470,-1.1024485714285701E-2,-7.9979714285713394E-3,-9.4880555623100271E-3,5.1303074147634911E-4]
[null,"X1471",470,0,470,-8.2490857142857293E-3,-6.2400714285714099E-3,-7.1688116109422479E-3,3.4429307936829472E-4]
[null,"X1479.5",470,0,470,-5.6625428571429604E-3,-3.8169428571428999E-3,-4.2590598480243113E-3,2.4742521034613391E-4]
[null,"X1488",470,0,470,-3.7047571428571202E-3,-1.40075714285726E-3,-2.0686166261398129E-3,2.931032606504632E-4]
[null,"X1496.5",470,0,470,-2.12055714285719E-3,4.9461428571434497E-4,-3.3482738601823956E-4,3.3605265573034783E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,2.0183285714285302E-3,1.1077304863221812E-3,3.3700972081400553E-4]
[null,"X1913",470,0,470,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.2641473708206676E-2,4.6661628743149735E-3]
[null,"X1921.5",470,0,470,-2.67028714285714E-2,-3.53902857142852E-3,-1.5039467689969607E-2,3.5607425979522936E-3]
[null,"X1930",470,0,470,-2.0083642857142901E-2,-2.3396999999999398E-3,-1.1245097933130686E-2,2.7338924583795617E-3]
[null,"X1938.5",470,0,470,-1.3280185714285899E-2,-1.8199285714287599E-3,-7.6372003039513626E-3,1.7582758894694964E-3]
[null,"X1947",470,0,470,-7.8211999999998599E-3,-1.43398571428566E-3,-4.762083313069908E-3,9.7841374600368333E-4]
[null,"X1955.5",470,0,470,-4.8079571428570897E-3,-1.2006714285715001E-3,-3.142336413373862E-3,5.2563929952486081E-4]
[null,"X1964",470,0,470,-3.1366142857143201E-3,-7.5404285714286701E-4,-2.2446082370820657E-3,3.2501361456237975E-4]
[null,"X1972.5",470,0,470,-2.2027857142856702E-3,-5.4270000000000696E-4,-1.4722115805471127E-3,2.9799327311834714E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,7.7510000000002898E-4,-6.446876291793317E-4,4.0282310731211261E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.2347142857138701E-4,-3.6629295136778083E-3,9.6237566446339296E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",211,211,44.893617021276597]
[null,"","LOW",259,259,55.106382978723403]
[]
[]
[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",-4.8251275491222172]
[null,"Number of support vectors",1054]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
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[null,"Obs4",1,100,-9.6158571428571309E-3,-6.1163857142856898E-3,-2.87602857142857E-2,-2.7793257142857099E-2,-2.06939142857143E-2,-1.48222714285714E-2,-1.09743428571429E-2,-9.5035285714285492E-3,-1.0076928571428501E-2,-1.00187714285714E-2,-7.7179285714286099E-3,-4.6855285714286201E-3,-2.3688285714286699E-3,-5.2677142857143798E-4,9.963571428572291E-4,-2.88243571428572E-2,-2.02551142857142E-2,-1.54817857142857E-2,-1.0272128571428601E-2,-5.7142142857143901E-3,-3.4781999999998802E-3,-2.3853999999999798E-3,-1.2794285714286E-3,1.02114285714272E-4,-4.7858571428572904E-3]
[null,"Obs5",1,100,-9.2154000000000003E-3,-6.0084571428571402E-3,-2.9072128571428602E-2,-2.8206200000000001E-2,-2.0763628571428501E-2,-1.4594628571428601E-2,-1.0677414285714301E-2,-9.2925999999999807E-3,-9.8724142857142295E-3,-9.8522428571428105E-3,-7.5681142857143601E-3,-4.5969142857142896E-3,-2.3017857142856898E-3,-5.4485714285712505E-4,9.5027142857140301E-4,-2.08487571428571E-2,-1.2831728571428599E-2,-9.5731428571429501E-3,-6.8468142857142098E-3,-4.4784714285713801E-3,-3.0195142857142301E-3,-2.39294285714287E-3,-1.5771000000001101E-3,-1.05902857142859E-3,-2.52674285714283E-3]
[null,"Obs6",-1,100,-8.5465714285714294E-3,-5.5815000000000196E-3,-2.7769428571428601E-2,-2.71214571428572E-2,-2.00568000000001E-2,-1.41350857142857E-2,-1.0471828571428501E-2,-9.1579285714285495E-3,-9.6967285714286092E-3,-9.5587000000000293E-3,-7.2705285714285703E-3,-4.3515142857143401E-3,-2.1581285714286102E-3,-3.76157142857103E-4,1.0799571428571401E-3,-2.0031671428571401E-2,-1.24771428571429E-2,-9.3938999999999603E-3,-6.6946714285714996E-3,-4.2365714285714801E-3,-3.0155714285714E-3,-2.4285000000000001E-3,-1.8062428571429801E-3,-1.09404285714282E-3,-3.25390000000003E-3]
[null,"Obs7",-1,100,-9.4795857142857091E-3,-5.8763571428571398E-3,-2.7950885714285702E-2,-2.6661971428571501E-2,-1.95566E-2,-1.38672428571429E-2,-1.02385857142857E-2,-8.9858857142857095E-3,-9.5884285714285498E-3,-9.5392714285714702E-3,-7.2205999999999703E-3,-4.3225571428571197E-3,-2.16519999999998E-3,-5.5265714285712697E-4,8.4018571428567902E-4,-2.3264257142857001E-2,-1.5876599999999901E-2,-1.21680285714286E-2,-8.2114571428572002E-3,-4.9214857142857397E-3,-3.1715571428572202E-3,-2.0884857142856599E-3,-1.13251428571426E-3,-4.2455714285705197E-4,-1.8138142857143701E-3]
[null,"Obs9",1,100,-7.6345142857142797E-3,-5.4601857142856898E-3,-2.47052E-2,-2.5443385714285699E-2,-1.9720257142857099E-2,-1.4392128571428599E-2,-1.07148E-2,-9.0807142857142198E-3,-9.2953571428570601E-3,-9.0996428571428808E-3,-6.9583571428571403E-3,-4.1118428571429401E-3,-1.91031428571425E-3,-2.2238571428567799E-4,1.20214285714293E-3,-2.07186428571428E-2,-1.26535428571428E-2,-9.2365428571429299E-3,-6.3734428571428602E-3,-4.3945571428570798E-3,-3.2390142857142098E-3,-2.4946285714286301E-3,-1.78161428571438E-3,-1.15035714285716E-3,-3.5473142857142502E-3]
[null,"Obs11",1,100,-8.8647142857143004E-3,-5.7413000000000004E-3,-2.6373571428571399E-2,-2.6762600000000001E-2,-2.0708814285714201E-2,-1.53345857142857E-2,-1.1625871428571501E-2,-1.00719428571429E-2,-1.04463285714286E-2,-1.02875857142857E-2,-7.8282142857142908E-3,-4.5768285714284903E-3,-2.0561428571429E-3,-1.7018571428573101E-4,1.32501428571435E-3,-3.1656285714285699E-2,-2.2440471428571401E-2,-1.72422857142858E-2,-1.15722142857142E-2,-6.7038428571427602E-3,-4.14131428571429E-3,-2.7130714285713599E-3,-1.30715714285712E-3,1.35171428571446E-4,-4.0415285714287003E-3]
[null,"Obs12",1,100,-9.9511428571428494E-3,-6.4267714285714296E-3,-3.16293857142858E-2,-2.9500999999999899E-2,-2.0895614285714299E-2,-1.41836857142857E-2,-1.0176328571428601E-2,-8.8598571428571398E-3,-9.5993142857142607E-3,-9.6898857142857005E-3,-7.5425571428571802E-3,-4.7814142857143197E-3,-2.6211285714286001E-3,-8.0669999999999397E-4,7.5164285714290902E-4,-1.7067700000000099E-2,-1.12066428571427E-2,-8.5031428571427092E-3,-5.5493714285714804E-3,-3.2489857142857801E-3,-2.5478714285714901E-3,-2.0735285714285098E-3,-1.57867142857138E-3,-9.6401428571429902E-4,-2.38892857142858E-3]
[null,"Obs13",-1,100,-8.8913857142856999E-3,-5.7200428571428704E-3,-2.7627757142857201E-2,-2.6635157142857101E-2,-1.96682857142856E-2,-1.39608000000001E-2,-1.0373271428571499E-2,-9.0207428571428307E-3,-9.5484428571428505E-3,-9.4847000000000698E-3,-7.2894857142856697E-3,-4.4070571428571096E-3,-2.2366571428572E-3,-5.3382857142858498E-4,9.0657142857147898E-4,-2.3426328571428599E-2,-1.5817057142857201E-2,-1.1989814285714301E-2,-8.2117428571427693E-3,-5.1550285714285797E-3,-3.2603285714285501E-3,-2.15640000000006E-3,-1.20232857142855E-3,-4.0657142857142297E-4,-3.8040285714285899E-3]
[null,"Obs14",1,100,-8.1139285714285601E-3,-5.5344999999999804E-3,-2.6643900000000099E-2,-2.70218714285714E-2,-2.0662928571428499E-2,-1.50770714285715E-2,-1.13204714285715E-2,-9.7656428571428807E-3,-1.01519714285714E-2,-1.0034028571428599E-2,-7.6402999999999896E-3,-4.5137285714285103E-3,-2.1373428571427899E-3,-3.1404285714298203E-4,1.2046285714284999E-3,-2.5590385714285801E-2,-1.7282242857142902E-2,-1.30833857142858E-2,-8.7931142857142798E-3,-5.13592857142853E-3,-3.2943571428570898E-3,-2.5832285714285602E-3,-1.79934285714284E-3,-8.3317142857142201E-4,-3.3193999999999702E-3]
[null,"Obs16",-1,100,-9.3564142857142808E-3,-5.9693857142857102E-3,-2.9131300000000099E-2,-2.78703571428571E-2,-2.0252785714285699E-2,-1.4092657142857099E-2,-1.03915714285715E-2,-9.0604714285714098E-3,-9.6803428571428096E-3,-9.67004285714285E-3,-7.3807857142856896E-3,-4.4284428571428301E-3,-2.2906999999999802E-3,-5.9988571428581895E-4,8.54285714285696E-4,-1.8037685714285701E-2,-1.0992542857142899E-2,-8.0224999999999307E-3,-5.7121571428572198E-3,-3.9991000000000297E-3,-3.0293857142857901E-3,-2.3009428571428301E-3,-1.9447571428571301E-3,-1.3195285714285301E-3,-2.7944571428571998E-3]
[null,"Obs20",-1,100,-8.8091285714285705E-3,-5.7179000000000301E-3,-2.8315614285714299E-2,-2.7490871428571501E-2,-2.0323914285714201E-2,-1.4343828571428499E-2,-1.0609042857142899E-2,-9.2971142857143398E-3,-9.9070142857142201E-3,-9.7948999999999398E-3,-7.5196285714286297E-3,-4.5470571428571404E-3,-2.2308571428570302E-3,-4.6894285714288398E-4,9.2902857142851403E-4,-2.2133114285714399E-2,-1.46327571428572E-2,-1.06564E-2,-7.4730142857142301E-3,-4.7479285714286902E-3,-3.3052285714285602E-3,-2.3203285714285499E-3,-1.6133285714286501E-3,-7.2021428571439295E-4,-4.2762285714286197E-3]
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{"sheet":"SVM2","index":86,"n_rows":3965,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:17:26 / End time: 07/29/2023 at 14:17:29 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1851754495"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6430276704100185E-3,1.0989191476965523E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.6917285714285504E-3,-5.4948480020893132E-3,4.276105529186999E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7542173008618439E-2,2.8912722078250461E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6688459558631503E-2,1.6128544622284466E-3]
[null,"X1420",1094,0,1094,-2.25915428571428E-2,-1.4997971428571399E-2,-1.9795359140767816E-2,8.381978444742304E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4082216858187512E-2,7.565798478591625E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0418967602507182E-2,7.1196991814061921E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0799483677200307E-3,5.9331414674160645E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6430849438495555E-3,5.5112559172193726E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5132722381822878E-3,5.0801377866816313E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1824919561243143E-3,3.4365779226191935E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2582865500130586E-3,2.5840163011273462E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0561948028205812E-3,2.9892056746819271E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1601556542178204E-4,3.3101907895676674E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.1278699791068116E-3,3.3000906102250311E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-5.9953285714285896E-3,-2.295827107599897E-2,4.4334711536545132E-3]
[null,"X1921.5",1094,0,1094,-2.5630557142856999E-2,-3.53902857142852E-3,-1.5291153852180727E-2,3.41773528108302E-3]
[null,"X1930",1094,0,1094,-1.96535999999999E-2,-2.3396999999999398E-3,-1.1430791368503524E-2,2.615344007364801E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-1.8199285714287599E-3,-7.7422873335074322E-3,1.6821797741921739E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8205185818751602E-3,9.2856957678309553E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1783145599373207E-3,5.0477739598729144E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2678813397753995E-3,3.3151339761411977E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4779261556542151E-3,3.1003239337823777E-4]
[null,"X1981",1094,0,1094,-1.5236142857143499E-3,7.7510000000002898E-4,-6.21833820840951E-4,3.9878062599865363E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.7513282188561012E-3,9.8767217320801324E-4]
[]
[]
[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,"X961",470,0,470,-1.40766714285714E-2,-6.4834857142857102E-3,-8.559214711246205E-3,9.8934194171529767E-4]
[null,"X1165",470,0,470,-8.2040571428571296E-3,-4.7539571428571502E-3,-5.4724149544072963E-3,3.9404089904376111E-4]
[null,"X1403",470,0,470,-4.3352214285714202E-2,-2.1499342857142899E-2,-2.7297438571428554E-2,2.6283750817000392E-3]
[null,"X1411.5",470,0,470,-3.5611371428571501E-2,-2.3136199999999999E-2,-2.6581735835866298E-2,1.5283776575553856E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.7335199999999999E-2,-1.9794285775076009E-2,8.5651251400351252E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.1708271428571299E-2,-1.4126637629179328E-2,7.573807844553635E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-8.1134428571428795E-3,-1.0473555471124617E-2,6.9651483267255175E-4]
[null,"X1445.5",470,0,470,-1.1062728571428501E-2,-7.1801428571427496E-3,-9.1218856231003054E-3,5.8901427868790447E-4]
[null,"X1454",470,0,470,-1.1259471428571401E-2,-8.0037285714285606E-3,-9.6676432826747639E-3,5.6019496343605779E-4]
[null,"X1462.5",470,0,470,-1.10436714285714E-2,-8.0291285714285694E-3,-9.5276878723404238E-3,5.1976270288183032E-4]
[null,"X1471",470,0,470,-8.2755000000000502E-3,-6.2400714285714099E-3,-7.1866817325227919E-3,3.504544993409296E-4]
[null,"X1479.5",470,0,470,-5.6625428571429604E-3,-3.6937857142856898E-3,-4.2522798784194503E-3,2.4703431956797715E-4]
[null,"X1488",470,0,470,-3.7301857142856298E-3,-1.43208571428566E-3,-2.0433726443769011E-3,2.7862814609518082E-4]
[null,"X1496.5",470,0,470,-2.0488571428571899E-3,4.5692857142848298E-4,-3.0230957446808726E-4,3.1833823093186514E-4]
[null,"X1505",470,0,470,-3.9277142857152602E-4,1.9257428571428101E-3,1.141228328267474E-3,3.2202247019042537E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-1.12960142857141E-2,-2.3190904255319153E-2,4.7226534763217176E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-6.6129571428571498E-3,-1.5439888844984795E-2,3.6553511824714826E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-5.3582000000000898E-3,-1.1527758996960468E-2,2.7839590278057914E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-3.63757142857146E-3,-7.8306230395136702E-3,1.7870593535573283E-3]
[null,"X1947",470,0,470,-8.3008571428571098E-3,-2.4028285714284801E-3,-4.8744695440729518E-3,9.8720584981986347E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.4392714285715901E-3,-3.2112544680851069E-3,5.2505483304423489E-4]
[null,"X1964",470,0,470,-3.2117999999999899E-3,-1.0939428571428199E-3,-2.2773400303951266E-3,3.2527972045745188E-4]
[null,"X1972.5",470,0,470,-2.1112428571428699E-3,-6.5629999999999898E-4,-1.4944207294832813E-3,2.9915488507109702E-4]
[null,"X1981",470,0,470,-1.5817142857144099E-3,6.5140000000002397E-4,-6.1335534954407489E-4,4.193170271645196E-4]
[null,"X2474",470,0,470,-7.0500428571428396E-3,-1.8200000000023799E-4,-3.6837265957446715E-3,9.925268637746747E-4]
[]
[]
[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",-4.8471026959844536]
[null,"Number of support vectors",1044]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
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[]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[]
[]
[null,null,null,null,null,null," "]
[null,"from \\ to","LOW","Other classes","Total","% correct"]
[]
[]
[]
[null,"Statistic","Training set","Validation set"]
[null,"FPR",0.86398467432950188,0.84722222222222221]
[]
[null,"Confusion matrix for the validation sample:"]
[null,"Total",44,426,470,58.723404255319146]
[null,"Cohen's kappa",0.10483341382653075,0.11640437243197131]
[]
[]
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{"sheet":"SVM1","index":88,"n_rows":3947,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:17:16 / End time: 07/29/2023 at 14:17:19 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 67937900"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6305361843823491E-3,1.0794104295270251E-3]
[null,"X1165",1094,0,1094,-9.2912142857142204E-3,-4.7184571428571503E-3,-5.4933863933141749E-3,4.2199702635066624E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1499342857142899E-2,-2.7496682410551063E-2,2.8403616086416835E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6665300770436173E-2,1.6174779320055708E-3]
[null,"X1420",1094,0,1094,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9789555575868367E-2,8.7133055363511889E-4]
[null,"X1428.5",1094,0,1094,-1.62805428571428E-2,-9.0683857142856393E-3,-1.4083110237659954E-2,7.7297687131334827E-4]
[null,"X1437",1094,0,1094,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0422841943066072E-2,7.1623298564085986E-4]
[null,"X1445.5",1094,0,1094,-1.13675142857143E-2,-5.5398999999999301E-3,-9.0832272003133988E-3,5.9910105976534826E-4]
[null,"X1454",1094,0,1094,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.6431804126403849E-3,5.6686848378857083E-4]
[null,"X1462.5",1094,0,1094,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5114382998171716E-3,5.2759614953933227E-4]
[null,"X1471",1094,0,1094,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.1807113606685838E-3,3.5413916178476457E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2576448550535407E-3,2.5519108246393124E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0551837555497516E-3,2.9169974585053235E-4]
[null,"X1496.5",1094,0,1094,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1416455993732168E-4,3.2813479187611421E-4]
[null,"X1505",1094,0,1094,-1.2696571428570901E-3,2.0514285714286502E-3,1.129406946983542E-3,3.3067783307159996E-4]
[null,"X1913",1094,0,1094,-3.6806842857142801E-2,-8.4187571428571105E-3,-2.3020301109950392E-2,4.6084633102922434E-3]
[null,"X1921.5",1094,0,1094,-2.67028714285714E-2,-4.73302857142843E-3,-1.5335710551057716E-2,3.5533376869870156E-3]
[null,"X1930",1094,0,1094,-2.0083642857142901E-2,-3.4386285714286301E-3,-1.1460209284408465E-2,2.7109703218350023E-3]
[null,"X1938.5",1094,0,1094,-1.33554E-2,-2.49817142857145E-3,-7.7702945938887373E-3,1.747290525557084E-3]
[null,"X1947",1094,0,1094,-8.3053285714287401E-3,-1.55141428571437E-3,-4.8330018020370834E-3,9.6124641070886602E-4]
[null,"X1955.5",1094,0,1094,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.1854659179942567E-3,5.2021388586264458E-4]
[null,"X1964",1094,0,1094,-3.2117999999999899E-3,-8.2059999999983802E-4,-2.2670344215199732E-3,3.3390648279829209E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-2.7900000000080601E-5,-1.4788956907808807E-3,3.1152344833512214E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.1492966832071253E-4,4.0845665333957522E-4]
[null,"X2474",1094,0,1094,-7.4159285714285898E-3,3.36457142857238E-4,-3.7210094933402982E-3,1.0007683251278411E-3]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",517,517,47.257769652650822]
[null,"","LOW",577,577,52.742230347349178]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.44050142857143E-2,-6.4834857142857102E-3,-8.5882906382978678E-3,1.0399557945174149E-3]
[null,"X1165",470,0,470,-7.7489857142856999E-3,-4.6917285714285504E-3,-5.4758170820668629E-3,4.0806789754791725E-4]
[null,"X1403",470,0,470,-4.6220842857142903E-2,-2.1499342857142899E-2,-2.7403325197568378E-2,2.7612081614670041E-3]
[null,"X1411.5",470,0,470,-3.6163342857142997E-2,-2.3136199999999999E-2,-2.6635641610942253E-2,1.5193745714206348E-3]
[null,"X1420",470,0,470,-2.2335085714285802E-2,-1.7642114285714199E-2,-1.9807794498480236E-2,7.7548648244708633E-4]
[null,"X1428.5",470,0,470,-1.6316671428571499E-2,-1.00569714285714E-2,-1.4124558145896658E-2,7.1788263879894309E-4]
[null,"X1437",470,0,470,-1.28380714285714E-2,-6.4206857142857796E-3,-1.0464537325227966E-2,6.8688704306311531E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-6.0504285714285703E-3,-9.1142536170212701E-3,5.7568615046011762E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-7.4737142857143101E-3,-9.6674210638297894E-3,5.2231366144882133E-4]
[null,"X1462.5",470,0,470,-1.1184942857142799E-2,-7.9979714285713394E-3,-9.5319566565349508E-3,4.7195570002257894E-4]
[null,"X1471",470,0,470,-8.3399857142857393E-3,-6.3216428571427601E-3,-7.1908263525835856E-3,3.251369608373994E-4]
[null,"X1479.5",470,0,470,-5.8878999999999503E-3,-3.7669142857143E-3,-4.2537735258358599E-3,2.5472243466210463E-4]
[null,"X1488",470,0,470,-3.9765857142856596E-3,-1.4518857142857299E-3,-2.0457260182370862E-3,2.9601550622930723E-4]
[null,"X1496.5",470,0,470,-2.1657714285713801E-3,4.64399999999976E-4,-3.0661808510638351E-4,3.2536394037111258E-4]
[null,"X1505",470,0,470,-7.4778571428568696E-4,1.9212857142857399E-3,1.1376507902735571E-3,3.2054047180727599E-4]
[null,"X1913",470,0,470,-3.9415642857142899E-2,-5.9953285714285896E-3,-2.3046519452887552E-2,4.3189640290638336E-3]
[null,"X1921.5",470,0,470,-2.9136100000000099E-2,-3.53902857142852E-3,-1.5336176018237091E-2,3.3427683205483455E-3]
[null,"X1930",470,0,470,-2.19010857142856E-2,-2.3396999999999398E-3,-1.1459284103343469E-2,2.5632042781187636E-3]
[null,"X1938.5",470,0,470,-1.4260028571428499E-2,-1.8199285714287599E-3,-7.7654316717325174E-3,1.6366571667973536E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.43398571428566E-3,-4.8454128571428605E-3,9.1246507562073146E-4]
[null,"X1955.5",470,0,470,-4.9515142857143903E-3,-1.24745714285712E-3,-3.1946085410334349E-3,4.8939854041135785E-4]
[null,"X1964",470,0,470,-3.2955714285713999E-3,-7.5404285714286701E-4,-2.2793113677811541E-3,3.1945714726253478E-4]
[null,"X1972.5",470,0,470,-2.15210000000005E-3,-5.8735714285712603E-4,-1.4921639817629141E-3,2.9563680086827166E-4]
[null,"X1981",470,0,470,-1.48851428571428E-3,6.5140000000002397E-4,-6.2942586626139928E-4,3.9689638968639561E-4]
[null,"X2474",470,0,470,-7.7131428571428602E-3,-1.2347142857138701E-4,-3.7542982674772015E-3,9.6272952694612113E-4]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",221,221,47.021276595744681]
[null,"","LOW",249,249,52.978723404255319]
[]
[]
[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",-4.8276260401266544]
[null,"Number of support vectors",1035]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
[null,"Obs2",-1,100,-1.25465285714286E-2,-7.0154714285714497E-3,-3.0335000000000001E-2,-2.5838385714285698E-2,-1.76195E-2,-1.21175285714287E-2,-9.0600714285713497E-3,-8.0742571428571407E-3,-8.7272714285714405E-3,-8.8433999999999995E-3,-6.9438E-3,-4.5210571428571699E-3,-2.6078428571428801E-3,-1.0159714285714601E-3,3.4948571428578001E-4,-2.4412228571428701E-2,-1.77114857142858E-2,-1.39160285714285E-2,-9.4499857142856802E-3,-5.41220000000009E-3,-2.8917571428572798E-3,-1.6827142857140901E-3,-8.8245714285717402E-4,8.9385714285738994E-5,-3.9141999999999797E-3]
[null,"Obs3",-1,100,-1.6658285714285698E-2,-9.2912142857142204E-3,-3.7750028571428597E-2,-2.6137671428571398E-2,-1.4997971428571399E-2,-9.0683857142856393E-3,-6.2966285714284899E-3,-5.5398999999999301E-3,-6.3464285714285298E-3,-6.8017285714285797E-3,-5.9522714285714703E-3,-4.4988142857142997E-3,-3.3991857142857702E-3,-2.3635571428571298E-3,-1.2696571428570901E-3,-1.5651499999999999E-2,-1.1987471428571501E-2,-9.2266857142855301E-3,-5.4225714285714996E-3,-2.9675142857144001E-3,-1.79298571428577E-3,-8.2059999999983802E-4,-2.7900000000080601E-5,3.2722857142852802E-4,-2.0891571428570698E-3]
[null,"Obs4",1,100,-9.6158571428571309E-3,-6.1163857142856898E-3,-2.87602857142857E-2,-2.7793257142857099E-2,-2.06939142857143E-2,-1.48222714285714E-2,-1.09743428571429E-2,-9.5035285714285492E-3,-1.0076928571428501E-2,-1.00187714285714E-2,-7.7179285714286099E-3,-4.6855285714286201E-3,-2.3688285714286699E-3,-5.2677142857143798E-4,9.963571428572291E-4,-2.88243571428572E-2,-2.02551142857142E-2,-1.54817857142857E-2,-1.0272128571428601E-2,-5.7142142857143901E-3,-3.4781999999998802E-3,-2.3853999999999798E-3,-1.2794285714286E-3,1.02114285714272E-4,-4.7858571428572904E-3]
[null,"Obs5",1,100,-9.2154000000000003E-3,-6.0084571428571402E-3,-2.9072128571428602E-2,-2.8206200000000001E-2,-2.0763628571428501E-2,-1.4594628571428601E-2,-1.0677414285714301E-2,-9.2925999999999807E-3,-9.8724142857142295E-3,-9.8522428571428105E-3,-7.5681142857143601E-3,-4.5969142857142896E-3,-2.3017857142856898E-3,-5.4485714285712505E-4,9.5027142857140301E-4,-2.08487571428571E-2,-1.2831728571428599E-2,-9.5731428571429501E-3,-6.8468142857142098E-3,-4.4784714285713801E-3,-3.0195142857142301E-3,-2.39294285714287E-3,-1.5771000000001101E-3,-1.05902857142859E-3,-2.52674285714283E-3]
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[]
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[]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[]
[]
[null,null,null,null,null,null," "]
[null,"Prevalence",0.47257769652650822,0.47021276595744682]
[null,"AUC",0.5,0.6459139726326123]
[null,"Positive class","LOW"]
[]
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{"sheet":"SVM","index":90,"n_rows":3993,"n_cols":29,"rows_kept":1125,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":500,"rows_last":125,"rows_between":500,"halvings":2}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 07/29/2023 at 14:16:47 / End time: 07/29/2023 at 14:16:50 / Microsoft Excel 16.016529"]
[null,"Response variable: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = influential.SGd2.xlsm / Sheet = Sheet1 / Range = 'Sheet1'!$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): 1315527259"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",1094,0,1094,-1.49444857142857E-2,-6.6651571428571303E-3,-8.6085079132932896E-3,1.0244470745721787E-3]
[null,"X1165",1094,0,1094,-8.2602285714285795E-3,-4.6917285714285504E-3,-5.4879197962914581E-3,3.9765661134991235E-4]
[null,"X1403",1094,0,1094,-4.7198757142857102E-2,-2.1819114285714401E-2,-2.7460620723426483E-2,2.7623650114041026E-3]
[null,"X1411.5",1094,0,1094,-3.6882957142857303E-2,-2.2898085714285799E-2,-2.6647911465134493E-2,1.5657895805111731E-3]
[null,"X1420",1094,0,1094,-2.23130285714285E-2,-1.7481685714285801E-2,-1.9782748785583677E-2,8.2424139406245083E-4]
[null,"X1428.5",1094,0,1094,-1.6316671428571499E-2,-1.17036142857142E-2,-1.407897076260119E-2,7.3698593264508443E-4]
[null,"X1437",1094,0,1094,-1.28380714285714E-2,-7.5525428571428001E-3,-1.0417372525463563E-2,6.9157833181815052E-4]
[null,"X1445.5",1094,0,1094,-1.1062728571428501E-2,-7.1353571428571204E-3,-9.0749762862366145E-3,5.7872573651782176E-4]
[null,"X1454",1094,0,1094,-1.1230499999999999E-2,-8.0037285714285606E-3,-9.6341899320971577E-3,5.4092640823093046E-4]
[null,"X1462.5",1094,0,1094,-1.0984828571428599E-2,-8.0291285714285694E-3,-9.5046913162705575E-3,5.0141658892545536E-4]
[null,"X1471",1094,0,1094,-8.3499428571428003E-3,-6.2400714285714099E-3,-7.1759023896578768E-3,3.41376515213982E-4]
[null,"X1479.5",1094,0,1094,-5.9659714285714097E-3,-3.5864142857143801E-3,-4.2518451292765632E-3,2.5141854527332616E-4]
[null,"X1488",1094,0,1094,-4.1066428571429102E-3,-1.40075714285726E-3,-2.0495954557325662E-3,2.8394755695250213E-4]
[null,"X1496.5",1094,0,1094,-2.1657714285713801E-3,4.9461428571434497E-4,-3.1137411856881791E-4,3.1361338324203817E-4]
[null,"X1505",1094,0,1094,-3.7648571428572402E-4,2.0183285714285302E-3,1.1298217680856591E-3,3.130894576585216E-4]
[null,"X1913",1094,0,1094,-3.9415642857142899E-2,-8.4187571428571105E-3,-2.2947075202402707E-2,4.4897286828382852E-3]
[null,"X1921.5",1094,0,1094,-2.9136100000000099E-2,-4.73302857142843E-3,-1.5274930151475578E-2,3.4741087936807427E-3]
[null,"X1930",1094,0,1094,-2.19010857142856E-2,-3.4386285714286301E-3,-1.1407029707495442E-2,2.6522126056330118E-3]
[null,"X1938.5",1094,0,1094,-1.4260028571428499E-2,-2.49817142857145E-3,-7.7305358840428322E-3,1.7039436688818228E-3]
[null,"X1947",1094,0,1094,-8.3008571428571098E-3,-2.05741428571427E-3,-4.8136100809610862E-3,9.3801131961123579E-4]
[null,"X1955.5",1094,0,1094,-4.9515142857143903E-3,-1.2006714285715001E-3,-3.1793305301645318E-3,5.042759671061907E-4]
[null,"X1964",1094,0,1094,-3.2955714285713999E-3,-9.0918571428566498E-4,-2.2682444894228217E-3,3.2364766083321355E-4]
[null,"X1972.5",1094,0,1094,-2.3225857142856201E-3,-4.5460000000008299E-4,-1.4828699529903383E-3,3.0582864764486028E-4]
[null,"X1981",1094,0,1094,-1.5817142857144099E-3,7.7510000000002898E-4,-6.2123521807260472E-4,4.0993833639329011E-4]
[null,"X2474",1094,0,1094,-7.7131428571428602E-3,3.36457142857238E-4,-3.716548276312355E-3,9.7773647415483377E-4]
[]
[]
[null,"Summary statistics (Qualitative data):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",529,529,48.354661791590495]
[null,"","LOW",565,565,51.645338208409505]
[]
[]
[null,"Summary statistics (Quantitative data / Validation):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X961",470,0,470,-1.6658285714285698E-2,-6.4834857142857102E-3,-8.6395649544072951E-3,1.1625701588735705E-3]
[null,"X1165",470,0,470,-9.2912142857142204E-3,-4.7660714285714303E-3,-5.4885414589665631E-3,4.617688324359279E-4]
[null,"X1403",470,0,470,-4.4071557142857203E-2,-2.1499342857142899E-2,-2.7487264528875389E-2,2.9407978082109428E-3]
[null,"X1411.5",470,0,470,-3.6504528571428503E-2,-2.32583857142857E-2,-2.6676117993920983E-2,1.640735168085215E-3]
[null,"X1420",470,0,470,-2.2713214285714201E-2,-1.4997971428571399E-2,-1.9823638389057763E-2,8.8685621251509048E-4]
[null,"X1428.5",470,0,470,-1.6217357142857099E-2,-9.0683857142856393E-3,-1.4134193434650468E-2,8.0067003157076354E-4]
[null,"X1437",470,0,470,-1.27053571428571E-2,-6.2966285714284899E-3,-1.0477268267477212E-2,7.4256779328204408E-4]
[null,"X1445.5",470,0,470,-1.13675142857143E-2,-5.5398999999999301E-3,-9.1334589361702027E-3,6.2098336474892212E-4]
[null,"X1454",470,0,470,-1.1643385714285699E-2,-6.3464285714285298E-3,-9.688347841945286E-3,5.8149998210783036E-4]
[null,"X1462.5",470,0,470,-1.1185414285714301E-2,-6.8017285714285797E-3,-9.5476613373860209E-3,5.3340820145032699E-4]
[null,"X1471",470,0,470,-8.3621428571428198E-3,-5.9522714285714703E-3,-7.2020200000000034E-3,3.5495701584391655E-4]
[null,"X1479.5",470,0,470,-5.8449142857143199E-3,-3.69698571428567E-3,-4.2672733130699062E-3,2.6302321719484032E-4]
[null,"X1488",470,0,470,-3.7047571428571202E-3,-1.43631428571422E-3,-2.0587336778115561E-3,3.1309618398988101E-4]
[null,"X1496.5",470,0,470,-2.3635571428571298E-3,5.5757142857154596E-4,-3.1311328267477308E-4,3.5723596925889148E-4]
[null,"X1505",470,0,470,-1.2696571428570901E-3,2.0514285714286502E-3,1.1366852279635241E-3,3.5937242161406761E-4]
[null,"X1913",470,0,470,-3.6641657142857199E-2,-5.9953285714285896E-3,-2.321696443768996E-2,4.5956971732852032E-3]
[null,"X1921.5",470,0,470,-2.5822857142857002E-2,-3.53902857142852E-3,-1.5477652097264438E-2,3.5274432102347596E-3]
[null,"X1930",470,0,470,-1.95999E-2,-2.3396999999999398E-3,-1.1583068054711246E-2,2.6986473316638806E-3]
[null,"X1938.5",470,0,470,-1.33554E-2,-1.8199285714287599E-3,-7.8579764133738603E-3,1.7366405225741979E-3]
[null,"X1947",470,0,470,-8.3053285714287401E-3,-1.43398571428566E-3,-4.890550182370829E-3,9.6508758539398415E-4]
[null,"X1955.5",470,0,470,-4.8621857142857597E-3,-7.7575714285704799E-4,-3.208889635258358E-3,5.2631724966132622E-4]
[null,"X1964",470,0,470,-3.1743571428571901E-3,-7.5404285714286701E-4,-2.2764947416413338E-3,3.4326618065019945E-4]
[null,"X1972.5",470,0,470,-2.1392000000000099E-3,-2.7900000000080601E-5,-1.4829132522796303E-3,3.0938296812918964E-4]
[null,"X1981",470,0,470,-1.42684285714284E-3,6.1450000000001803E-4,-6.1474869300911963E-4,3.9346994404280267E-4]
[null,"X2474",470,0,470,-7.0500428571428396E-3,2.8157142857088099E-5,-3.7646824620060767E-3,1.0159714941869304E-3]
[]
[]
[null,"Summary statistics (Qualitative data / Validation):"]
[]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Class","HIGH",209,209,44.468085106382979]
[null,"","LOW",261,261,55.531914893617021]
[]
[]
[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",-5.1546795931161498]
[null,"Number of support vectors",1058]
[]
[]
[null,"List of support vectors (HIGH versus the others):"]
[]
[null,null,"Class","alpha","X961","X1165","X1403","X1411.5","X1420","X1428.5","X1437","X1445.5","X1454","X1462.5","X1471","X1479.5","X1488","X1496.5","X1505","X1913","X1921.5","X1930","X1938.5","X1947","X1955.5","X1964","X1972.5","X1981","X2474"]
[null,"Obs1",1,100,-8.4306285714285494E-3,-5.6616857142857101E-3,-2.7258557142857201E-2,-2.7538357142857101E-2,-2.0818542857142901E-2,-1.49474571428571E-2,-1.10759428571429E-2,-9.54738571428565E-3,-1.00125857142858E-2,-9.91957142857142E-3,-7.5165857142857097E-3,-4.4144285714285397E-3,-2.03042857142866E-3,-1.9928571428568E-4,1.29531428571428E-3,-2.2619057142857099E-2,-1.43344571428571E-2,-1.05618714285715E-2,-7.2568714285714498E-3,-4.7125999999999601E-3,-3.4185142857143802E-3,-2.5946285714286699E-3,-2.03689999999995E-3,-9.5532857142849304E-4,-4.8857999999999402E-3]
[null,"Obs2",-1,100,-1.25465285714286E-2,-7.0154714285714497E-3,-3.0335000000000001E-2,-2.5838385714285698E-2,-1.76195E-2,-1.21175285714287E-2,-9.0600714285713497E-3,-8.0742571428571407E-3,-8.7272714285714405E-3,-8.8433999999999995E-3,-6.9438E-3,-4.5210571428571699E-3,-2.6078428571428801E-3,-1.0159714285714601E-3,3.4948571428578001E-4,-2.4412228571428701E-2,-1.77114857142858E-2,-1.39160285714285E-2,-9.4499857142856802E-3,-5.41220000000009E-3,-2.8917571428572798E-3,-1.6827142857140901E-3,-8.8245714285717402E-4,8.9385714285738994E-5,-3.9141999999999797E-3]
[null,"Obs10",1,100,-8.0363000000000101E-3,-5.5294428571428201E-3,-2.6278942857142901E-2,-2.6669514285714301E-2,-2.0350342857142899E-2,-1.47036714285714E-2,-1.0891228571428701E-2,-9.3496285714285698E-3,-9.7239428571428994E-3,-9.6008714285713594E-3,-7.3262428571429002E-3,-4.3779714285713802E-3,-2.0652428571428798E-3,-2.76628571428628E-4,1.2046714285713399E-3,-2.18672428571428E-2,-1.3741685714285801E-2,-1.0021171428571399E-2,-6.8310714285714199E-3,-4.4804285714285502E-3,-3.2178857142857202E-3,-2.69767142857147E-3,-1.9757285714285299E-3,-1.1723857142857399E-3,-2.86008571428575E-3]
[null,"Obs11",1,100,-8.8647142857143004E-3,-5.7413000000000004E-3,-2.6373571428571399E-2,-2.6762600000000001E-2,-2.0708814285714201E-2,-1.53345857142857E-2,-1.1625871428571501E-2,-1.00719428571429E-2,-1.04463285714286E-2,-1.02875857142857E-2,-7.8282142857142908E-3,-4.5768285714284903E-3,-2.0561428571429E-3,-1.7018571428573101E-4,1.32501428571435E-3,-3.1656285714285699E-2,-2.2440471428571401E-2,-1.72422857142858E-2,-1.15722142857142E-2,-6.7038428571427602E-3,-4.14131428571429E-3,-2.7130714285713599E-3,-1.30715714285712E-3,1.35171428571446E-4,-4.0415285714287003E-3]
[null,"Obs12",1,100,-9.9511428571428494E-3,-6.4267714285714296E-3,-3.16293857142858E-2,-2.9500999999999899E-2,-2.0895614285714299E-2,-1.41836857142857E-2,-1.0176328571428601E-2,-8.8598571428571398E-3,-9.5993142857142607E-3,-9.6898857142857005E-3,-7.5425571428571802E-3,-4.7814142857143197E-3,-2.6211285714286001E-3,-8.0669999999999397E-4,7.5164285714290902E-4,-1.7067700000000099E-2,-1.12066428571427E-2,-8.5031428571427092E-3,-5.5493714285714804E-3,-3.2489857142857801E-3,-2.5478714285714901E-3,-2.0735285714285098E-3,-1.57867142857138E-3,-9.6401428571429902E-4,-2.38892857142858E-3]
[null,"Obs14",1,100,-8.1139285714285601E-3,-5.5344999999999804E-3,-2.6643900000000099E-2,-2.70218714285714E-2,-2.0662928571428499E-2,-1.50770714285715E-2,-1.13204714285715E-2,-9.7656428571428807E-3,-1.01519714285714E-2,-1.0034028571428599E-2,-7.6402999999999896E-3,-4.5137285714285103E-3,-2.1373428571427899E-3,-3.1404285714298203E-4,1.2046285714284999E-3,-2.5590385714285801E-2,-1.7282242857142902E-2,-1.30833857142858E-2,-8.7931142857142798E-3,-5.13592857142853E-3,-3.2943571428570898E-3,-2.5832285714285602E-3,-1.79934285714284E-3,-8.3317142857142201E-4,-3.3193999999999702E-3]
[null,"Obs16",-1,100,-9.3564142857142808E-3,-5.9693857142857102E-3,-2.9131300000000099E-2,-2.78703571428571E-2,-2.0252785714285699E-2,-1.4092657142857099E-2,-1.03915714285715E-2,-9.0604714285714098E-3,-9.6803428571428096E-3,-9.67004285714285E-3,-7.3807857142856896E-3,-4.4284428571428301E-3,-2.2906999999999802E-3,-5.9988571428581895E-4,8.54285714285696E-4,-1.8037685714285701E-2,-1.0992542857142899E-2,-8.0224999999999307E-3,-5.7121571428572198E-3,-3.9991000000000297E-3,-3.0293857142857901E-3,-2.3009428571428301E-3,-1.9447571428571301E-3,-1.3195285714285301E-3,-2.7944571428571998E-3]
[null,"Obs19",-1,100,-8.9011285714285706E-3,-5.7532285714285399E-3,-2.9297585714285802E-2,-2.7825985714285701E-2,-2.0082014285714302E-2,-1.39261428571428E-2,-1.01569285714286E-2,-8.8062142857142593E-3,-9.4793142857143003E-3,-9.5205428571428791E-3,-7.3549000000000496E-3,-4.5346714285713404E-3,-2.4282571428571602E-3,-7.1424285714288805E-4,7.9245714285719503E-4,-1.9123457142857E-2,-1.24827142857143E-2,-9.3555285714287395E-3,-6.5032714285714298E-3,-3.9475285714284398E-3,-2.6937428571427399E-3,-2.0115571428571699E-3,-1.44044285714295E-3,-9.2457142857144104E-4,-3.0046857142858002E-3]
[null,"Obs20",-1,100,-8.8091285714285705E-3,-5.7179000000000301E-3,-2.8315614285714299E-2,-2.7490871428571501E-2,-2.0323914285714201E-2,-1.4343828571428499E-2,-1.0609042857142899E-2,-9.2971142857143398E-3,-9.9070142857142201E-3,-9.7948999999999398E-3,-7.5196285714286297E-3,-4.5470571428571404E-3,-2.2308571428570302E-3,-4.6894285714288398E-4,9.2902857142851403E-4,-2.2133114285714399E-2,-1.46327571428572E-2,-1.06564E-2,-7.4730142857142301E-3,-4.7479285714286902E-3,-3.3052285714285602E-3,-2.3203285714285499E-3,-1.6133285714286501E-3,-7.2021428571439295E-4,-4.2762285714286197E-3]
[null,"Obs21",1,100,-7.3992142857142902E-3,-5.5037285714285601E-3,-2.65610142857143E-2,-2.69072000000001E-2,-2.04914E-2,-1.47789999999999E-2,-1.09385428571428E-2,-9.3756571428572095E-3,-9.7989428571428894E-3,-9.6668000000000292E-3,-7.2868428571428202E-3,-4.2695857142857601E-3,-2.0269571428571699E-3,-3.1808571428571002E-4,1.13895714285717E-3,-2.1511699999999901E-2,-1.2758871428571201E-2,-8.9800428571428208E-3,-6.1900428571430898E-3,-4.3467857142857102E-3,-3.15814285714278E-3,-2.7551142857142898E-3,-2.0770000000000502E-3,-1.3172571428571899E-3,-2.65441428571422E-3]
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[null,"Confusion matrix for the training sample (HIGH versus the others):"]
[null,"Other classes",59,506,565,89.557522123893804]
[]
[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[null,"Precision",0.68108108108108112,0.62790697674418605]
[null,"NER",0.51645338208409508,0.55531914893617018]
[null,"List of support vectors (LOW versus the others):"]
[]
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[null,"ROC Curve:"]
[]
[]
[]
[null,"Other classes",155,54,209,25.837320574162682]
[]
[]
[]
[null,"Accuracy",0.57769652650822667,0.60212765957446812]
[null,"FPR",0.76181474480151223,0.74162679425837319]
[]
[]
[null,"Total",86,384,470,60.212765957446813]
[null,"Cohen's kappa",0.13659021568674348,0.1442230920527352]
[]
[null,"Class performance metrics for the validation set:"]
[null,null,"Class","Prediction (Class)"]
[null,"Obs12","HIGH","LOW"]
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[null,"Obs107","HIGH","LOW"]
[null,"Obs118","LOW","LOW"]
[null,"Obs127","LOW","LOW"]
[null,"Obs143","LOW","LOW"]
[null,"Obs146","LOW","LOW"]
[null,"Obs159","LOW","LOW"]
[null,"Obs166","HIGH","LOW"]
[null,"Obs180","HIGH","LOW"]
[null,"Obs194","LOW","LOW"]
[null,"Obs197","LOW","LOW"]
[null,"Obs211","HIGH","LOW"]
[null,"Obs220","LOW","LOW"]
[null,"Obs222","HIGH","LOW"]
[null,"Obs240","HIGH","LOW"]
[null,"Obs247","HIGH","LOW"]
[null,"Obs248","HIGH","LOW"]
[null,"Obs264","HIGH","LOW"]
[null,"Obs275","HIGH","LOW"]
[null,"Obs281","HIGH","LOW"]
[null,"Obs291","LOW","LOW"]
[null,"Obs302","HIGH","LOW"]
[null,"Obs310","LOW","LOW"]
[null,"Obs318","LOW","LOW"]
[null,"Obs328","HIGH","LOW"]
[null,"Obs337","LOW","LOW"]
[null,"Obs340","LOW","LOW"]
[null,"Obs356","HIGH","LOW"]
[null,"Obs365","LOW","LOW"]
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