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{"sheet":"Log(Binary)10","index":1,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 18:00:38 / End time: 05/27/2023 at 18:19:52 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 1438711972"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.96636706000502037]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",152,61,213,0.71361502347417838]
[null,"LOW",64,193,257,0.75097276264591439]
[null,"Total",216,254,470,0.73404255319148937]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.81425257119891914]

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{"sheet":"Log(Binary)9","index":4,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 17:43:39 / End time: 05/27/2023 at 17:51:10 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 1186289750"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.95678192607036949]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",170,63,233,0.72961373390557938]
[null,"LOW",44,193,237,0.81434599156118148]
[null,"Total",214,256,470,0.77234042553191484]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.84893428224769674]

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{"sheet":"Log(Binary)8","index":7,"n_rows":14,"n_cols":2,"rows_kept":14,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 17:23:50"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 312640167"]

{"sheet":"Log(Binary)7","index":8,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 17:13:19 / End time: 05/27/2023 at 17:22:25 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 1515297601"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.95552585476312146]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",163,54,217,0.75115207373271886]
[null,"LOW",54,199,253,0.7865612648221344]
[null,"Total",217,253,470,0.77021276595744681]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.84579515855813281]

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[-1.3311834273777023E-14,3.4904013961670503E-3]
[-1.3311834273777023E-14,1.745200698086771E-3]
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{"sheet":"Log(Binary)6","index":11,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 17:04:23 / End time: 05/27/2023 at 17:12:04 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 1659502267"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.95671274189494826]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",161,58,219,0.73515981735159819]
[null,"LOW",49,202,251,0.80478087649402386]
[null,"Total",210,260,470,0.77234042553191484]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.84245665738870934]

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{"sheet":"Log(Binary)5","index":14,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 16:55:08 / End time: 05/27/2023 at 17:02:52 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 238934974"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.95474378250226821]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",161,54,215,0.74883720930232556]
[null,"LOW",54,201,255,0.78823529411764703]
[null,"Total",215,255,470,0.77021276595744681]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.84100319197446483]

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{"sheet":"Log(Binary)4","index":17,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 16:46:21 / End time: 05/27/2023 at 16:54:53 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 741661472"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.96753701698574524]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",161,60,221,0.72850678733031671]
[null,"LOW",59,190,249,0.76305220883534142]
[null,"Total",220,250,470,0.7468085106382979]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.817968707408819]

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{"sheet":"Log(Binary)3","index":20,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 16:36:53 / End time: 05/27/2023 at 16:46:01 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 998575747"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.96531629290249588]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",168,48,216,0.77777777777777779]
[null,"LOW",58,196,254,0.77165354330708658]
[null,"Total",226,244,470,0.77446808510638299]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.83688757655293233]

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{"sheet":"Log(Binary)2","index":23,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 16:28:25 / End time: 05/27/2023 at 16:36:42 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 1517566425"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.95723595897766389]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",172,54,226,0.76106194690265483]
[null,"LOW",59,185,244,0.75819672131147542]
[null,"Total",231,239,470,0.75957446808510642]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.84988394022922098]

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{"sheet":"Log(Binary)1","index":26,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/27/2023 at 16:18:56 / End time: 05/27/2023 at 16:26:55 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 782242926"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[null,"Obs1556","LOW","LOW",4.654260853320583E-5,0.9999534573914669]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.96046196017306684]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",178,52,230,0.77391304347826084]
[null,"LOW",47,193,240,0.8041666666666667]
[null,"Total",225,245,470,0.78936170212765955]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.85181159420289865]

{"sheet":"XLSTAT_20230527_161850_1_HID","index":27,"n_rows":700,"n_cols":48,"rows_kept":562,"cut":true,"hidden":true,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
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{"sheet":"SVM9","index":29,"n_rows":3692,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 16:08:55 / End time: 05/27/2023 at 16:18:14 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 2003488528"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
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[null,"Cross-validation results:"]
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[]
[]
[null,"Confusion matrix for the validation sample (HIGH versus the others):"]
[]
[null,"Precision",0.80348258706467657,0.7696629213483146]
[null,"Number of observations in the training set",1094]
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[]
[null,"ROC Curve (Validation):"]
[]
[]
[]
[null,"LOW",43,207,250,82.8]
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{"sheet":"SVM8","index":31,"n_rows":3630,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 16:01:11 / End time: 05/27/2023 at 16:07:43 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1310549680"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
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[null,"from \\ to","HIGH","Other classes","Total","% correct"]
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{"sheet":"SVM7","index":33,"n_rows":3653,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 15:28:03 / End time: 05/27/2023 at 16:00:42 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1225388034"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X442.5",1094,0,1094,-0.95308807826664799,-0.30967743594531999,-0.81445223829070101,9.958821505554416E-2]
[null,"X451",1094,0,1094,-0.97639532482920699,-0.284620420757763,-0.82571095587953813,0.11083798869712495]
[null,"X459.5",1094,0,1094,-0.99814740513330602,-0.27417319048181299,-0.83811499664718769,0.11993076013600996]
[null,"X468",1094,0,1094,-1.0165728057252299,-0.28604580910377397,-0.8519398185957312,0.1254070479888284]
[null,"X476.5",1094,0,1094,-1.03334610784772,-0.31899071557007203,-0.86987139400095026,0.12615525131793157]
[null,"X485",1094,0,1094,-1.0512435339386701,-0.37173550107964498,-0.89473248002679506,0.12166762935520156]
[null,"X493.5",1094,0,1094,-1.0706953073818199,-0.451150472263048,-0.92631324800424419,0.11209312600109776]
[null,"X502",1094,0,1094,-1.0902988160715701,-0.53913350421835504,-0.9619588729918509,9.8308854438751883E-2]
[null,"X510.5",1094,0,1094,-1.1088745908764599,-0.63518075603702395,-0.99897983913478494,8.1618486631665349E-2]
[null,"X519",1094,0,1094,-1.1249081479517999,-0.74010305736550996,-1.0342629297617474,6.3732790588596669E-2]
[null,"X527.5",1094,0,1094,-1.1432763822973899,-0.84545852467904103,-1.0643584125314065,4.6960641377864841E-2]
[null,"X536",1094,0,1094,-1.15906417788487,-0.91693757499600204,-1.087545382950087,3.3671303111601845E-2]
[null,"X544.5",1094,0,1094,-1.18353710939663,-0.96510629291191596,-1.1044510879131544,2.5350068121323364E-2]
[null,"X553",1094,0,1094,-1.22085901603074,-0.977874934473702,-1.1172694935602374,2.1879938801015773E-2]
[null,"X561.5",1094,0,1094,-1.2494054279280999,-0.99104028699601499,-1.1283164207679566,2.1638628804876957E-2]
[null,"X570",1094,0,1094,-1.27073012677494,-1.00460450733402,-1.138937815571287,2.2680831697586674E-2]
[null,"X578.5",1094,0,1094,-1.2866370639868501,-1.0184435670479099,-1.1495424252021376,2.3727090297084991E-2]
[null,"X587",1094,0,1094,-1.2986186314339101,-1.0323058142186301,-1.1598822268869047,2.4265312077177074E-2]
[null,"X595.5",1094,0,1094,-1.30793289821587,-1.0457907646528799,-1.1694270048066879,2.4356176224990297E-2]
[null,"X604",1094,0,1094,-1.3152436814155599,-1.0584655796448399,-1.1775865991320529,2.4258397445302143E-2]
[null,"X612.5",1094,0,1094,-1.32099536856054,-1.0703003766401999,-1.1842901628230309,2.4133679544922328E-2]
[null,"X621",1094,0,1094,-1.3258557222442999,-1.08154239400888,-1.1898951175198371,2.4031088567300806E-2]
[null,"X629.5",1094,0,1094,-1.33009174518204,-1.09222369727853,-1.1945516308516018,2.394011575946112E-2]
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[null,"Variable","Categories","Counts","Frequencies","%"]
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[null,"ROC Curve:"]
[]
[]
[]
[null,"Specificity",0.6171875,0.61061946902654862]
[]
[null,"Global performance metrics:"]
[null,"LOW",0.81967213114754101,0.68965517241379315,0.74906367041198507,0.60176991150442483,0.43316338557866468]
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{"sheet":"SVM6","index":35,"n_rows":3635,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 15:10:21 / End time: 05/27/2023 at 15:27:14 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 46316150"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X442.5",1094,0,1094,-0.95308807826664799,-0.30967743594531999,-0.80871256743452802,0.10416245427393345]
[null,"X451",1094,0,1094,-0.97639532482920699,-0.284620420757763,-0.81929225645885684,0.1157742343859996]
[null,"X459.5",1094,0,1094,-0.99814740513330602,-0.27417319048181299,-0.83115694805806328,0.12512927710292723]
[null,"X468",1094,0,1094,-1.0165728057252299,-0.28604580910377397,-0.84464999576575106,0.13073609579113094]
[null,"X476.5",1094,0,1094,-1.03334610784772,-0.32517413577293902,-0.86250235450386536,0.13149738906575795]
[null,"X485",1094,0,1094,-1.0512435339386701,-0.39242988253148697,-0.88755317835632752,0.12695035883725145]
[null,"X493.5",1094,0,1094,-1.0706953073818199,-0.483005787762396,-0.91959505050969936,0.11726063144900173]
[null,"X502",1094,0,1094,-1.0902988160715701,-0.56696050074737303,-0.95594258901257223,0.10330427308275919]
[null,"X510.5",1094,0,1094,-1.1088745908764599,-0.65282763309065095,-0.99386282896292133,8.6362441469190934E-2]
[null,"X519",1094,0,1094,-1.1249081479517999,-0.74820025637923904,-1.0301978255424087,6.8082618179051077E-2]
[null,"X527.5",1094,0,1094,-1.1432763822973899,-0.82708144321765398,-1.0614132092337567,5.0692123094836311E-2]
[null,"X536",1094,0,1094,-1.16816952640341,-0.89822749811692104,-1.0856679157047473,3.6488630979628393E-2]
[null,"X544.5",1094,0,1094,-1.19134757624593,-0.96406491634681901,-1.1034916506790093,2.7003248738243408E-2]
[null,"X553",1094,0,1094,-1.22085901603074,-0.977874934473702,-1.1170397842975612,2.2532454616863436E-2]
[null,"X561.5",1094,0,1094,-1.2494054279280999,-0.99104028699601499,-1.1286334633173385,2.1913808156672022E-2]
[null,"X570",1094,0,1094,-1.27073012677494,-1.00460450733402,-1.1396408534005893,2.3066387229616053E-2]
[null,"X578.5",1094,0,1094,-1.2866370639868501,-1.0184435670479099,-1.1504943286304079,2.4357379072113671E-2]
[null,"X587",1094,0,1094,-1.2986186314339101,-1.0323058142186301,-1.1609701811520228,2.5091340480521314E-2]
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{"sheet":"SVM5","index":37,"n_rows":3647,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 14:56:04 / End time: 05/27/2023 at 15:07:08 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 801723039"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X442.5",1094,0,1094,-0.95308807826664799,-0.30967743594531999,-0.81065606985072192,0.10213830833016532]
[null,"X451",1094,0,1094,-0.97639532482920699,-0.284620420757763,-0.82141169949728965,0.11360490812337279]
[null,"X459.5",1094,0,1094,-0.99814740513330602,-0.27417319048181299,-0.83338979946168257,0.12286730594714551]
[null,"X468",1094,0,1094,-1.0165728057252299,-0.28604580910377397,-0.84692327748644358,0.128449728103746]
[null,"X476.5",1094,0,1094,-1.03334610784772,-0.31899071557007203,-0.86476491388965615,0.12923503571359682]
[null,"X485",1094,0,1094,-1.0512435339386701,-0.37173550107964498,-0.88978792235614723,0.12471508613930919]
[null,"X493.5",1094,0,1094,-1.0706953073818199,-0.451150472263048,-0.92179275230542124,0.11503959281758194]
[null,"X502",1094,0,1094,-1.0902988160715701,-0.55280486499897996,-0.95808436035963496,0.10109516085861335]
[null,"X510.5",1094,0,1094,-1.1088745908764599,-0.65282763309065095,-0.99590648340986065,8.4205389515253581E-2]
[null,"X519",1094,0,1094,-1.1249081479517999,-0.74820025637923904,-1.0320710659914942,6.6098584478503183E-2]
[null,"X527.5",1094,0,1094,-1.1432763822973899,-0.82708144321765398,-1.0630310899772069,4.9070080585567825E-2]
[null,"X536",1094,0,1094,-1.16816952640341,-0.89822749811692104,-1.0869581718900623,3.5416555795467888E-2]
[null,"X544.5",1094,0,1094,-1.19134757624593,-0.96406491634681901,-1.1044102872729571,2.6515404990495983E-2]
[null,"X553",1094,0,1094,-1.2034650652630301,-0.977874934473702,-1.1175804503551039,2.2303758675717274E-2]
[null,"X561.5",1094,0,1094,-1.2120095343770401,-0.99104028699601499,-1.1288355609094316,2.1451455250507324E-2]
[null,"X570",1094,0,1094,-1.2320876074800899,-1.00460450733402,-1.1395844298415398,2.2170925586909397E-2]
[null,"X578.5",1094,0,1094,-1.2514775994379299,-1.0184435670479099,-1.1502773737889664,2.3114427622932709E-2]
[null,"X587",1094,0,1094,-1.2651313610233399,-1.0323058142186301,-1.1606804243420406,2.3662759138969435E-2]
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[null,"X1743",1094,0,1094,8.9916443069313304E-2,0.25123021439173898,0.15915799705388767,2.3045730526757301E-2]
[null,"X1751.5",1094,0,1094,0.12025018038683299,0.28811137004235898,0.18969911207616152,2.3242882109960766E-2]
[null,"X1760",1094,0,1094,0.14709669215670601,0.32210920188130499,0.216631722235617,2.3513466332192357E-2]
[null,"X1768.5",1094,0,1094,0.167179958854245,0.349988315022775,0.23660356981295064,2.3874511304201318E-2]
[null,"X1777",1094,0,1094,0.178693089170017,0.36976203629944498,0.24833567904086959,2.4310418684345761E-2]
[null,"X1785.5",1094,0,1094,0.18268699743091399,0.38095480209368798,0.25229542225403145,2.4764479287615201E-2]
[null,"X1794",1094,0,1094,0.180332462501133,0.38461590452587002,0.24976395350790823,2.5197880953729695E-2]
[null,"X1802.5",1094,0,1094,0.173012242945456,0.38315219296891401,0.2422452025300027,2.5672489689960977E-2]
[null,"X1811",1094,0,1094,0.163066242682749,0.38033083801090201,0.23250375385279465,2.6299117770467454E-2]
[null,"X1819.5",1094,0,1094,0.15523171072779199,0.38226543763705201,0.22548514404286193,2.7229271544680866E-2]
[null,"X1828",1094,0,1094,0.15353446013896799,0.39701153788765398,0.22652359034864317,2.8862667105881853E-2]
[null,"X1836.5",1094,0,1094,0.16670792070370599,0.43902535766697098,0.24758075369516469,3.1728509782393596E-2]
[null,"X1845",1094,0,1094,0.211961550141124,0.52043647455300102,0.30560491001814533,3.5591222900432234E-2]
[null,"X1853.5",1094,0,1094,0.31259378143974598,0.64287877830092099,0.41897465409677825,3.8211735872926693E-2]
[null,"X1862",1094,0,1094,0.48477505845850999,0.79585440536395202,0.59318460957829755,3.6909454937426693E-2]
[null,"X1870.5",1094,0,1094,0.72385054299945795,0.96468322999788703,0.8158224850858028,3.1157037098297286E-2]
[null,"X1879",1094,0,1094,0.99884412407991696,1.1515941637129801,1.0629131736258479,2.4401199806059516E-2]
[null,"X1887.5",1094,0,1094,1.2412672862624601,1.38491625054814,1.3070570072903973,2.6273556212066271E-2]
[null,"X1896",1094,0,1094,1.35727126269461,1.65133005133418,1.5215662989689394,3.9833007107395638E-2]
[null,"X1904.5",1094,0,1094,1.4155788871694199,1.8685582541530901,1.6848433990356404,5.6851550576527674E-2]
[null,"X1913",1094,0,1094,1.4376343178278099,2.0094903324890301,1.7849993183520092,7.1380919106847976E-2]
[null,"X1921.5",1094,0,1094,1.43880229601271,2.0734250523229401,1.827029784863377,8.0075489366735378E-2]
[null,"X1930",1094,0,1094,1.4326130797602701,2.0758722202586002,1.8272056780324406,8.1854939028886853E-2]
[null,"X1938.5",1094,0,1094,1.42539124434765,2.0473375043340898,1.8057973137116119,7.8369581060449583E-2]
[null,"X1947",1094,0,1094,1.4175604919967,1.9959338117011201,1.7738490933812632,7.2038578123145527E-2]
[null,"X1955.5",1094,0,1094,1.4081976739995601,1.92997863826188,1.7342959246731569,6.4242304780812234E-2]
[null,"X1964",1094,0,1094,1.39693129222653,1.8547655533229901,1.6886072449477714,5.5705397115861172E-2]
[null,"X1972.5",1094,0,1094,1.3840195944473399,1.78065810907471,1.6392968550771392,4.7122828248012172E-2]
[null,"X1981",1094,0,1094,1.36979341745964,1.70960456259924,1.5882831018683417,3.8963498233019978E-2]
[null,"X1989.5",1094,0,1094,1.3540884768368999,1.6394338452130699,1.5368868206409687,3.1532004361373225E-2]
[null,"X1998",1094,0,1094,1.3374456504204999,1.57205985015587,1.4864349950922313,2.5075499441049132E-2]
[null,"X2006.5",1094,0,1094,1.3197373746760199,1.5088611252406801,1.4383339884595425,1.9787130934259066E-2]
[null,"X2015",1094,0,1094,1.3012036657703401,1.45106624563822,1.3937659878858122,1.5716810385839792E-2]
[null,"X2023.5",1094,0,1094,1.2821826584553799,1.3996227615631001,1.35351470683055,1.2722489787442471E-2]
[null,"X2032",1094,0,1094,1.26302043591541,1.35439030037001,1.3178803580082994,1.0513251033854603E-2]
[null,"X2040.5",1094,0,1094,1.24352547827474,1.31635171768878,1.2865743958544966,8.7794982388260286E-3]
[null,"X2049",1094,0,1094,1.2236833201759001,1.2823376565487199,1.2588731052449855,7.3429707663303732E-3]
[null,"X2057.5",1094,0,1094,1.2035021411721001,1.2506245293479199,1.2338056680719165,6.2434907462607086E-3]
[null,"X2066",1094,0,1094,1.1827084634259,1.22443796741844,1.2102857580981117,5.7349280198618529E-3]
[null,"X2074.5",1094,0,1094,1.1612030347594999,1.19972159349928,1.1872787114371379,6.0253885670260802E-3]
[null,"X2083",1094,0,1094,1.1390836371336099,1.18028254297101,1.1639186355818123,7.0003755439458437E-3]
[null,"X2091.5",1094,0,1094,1.11341795297847,1.16064399679636,1.139430563057632,8.3428032661723439E-3]
[null,"X2100",1094,0,1094,1.0818287412660501,1.1392584920795099,1.1131897636685684,9.781381424038494E-3]
[null,"X2108.5",1094,0,1094,1.0494228112720001,1.1155861200453101,1.0848722318616311,1.1150316486828052E-2]
[null,"X2117",1094,0,1094,1.0155268776867601,1.0890442358191801,1.054387713361864,1.2367432442138284E-2]
[null,"X2125.5",1094,0,1094,0.98061047202121499,1.05988952687597,1.0220176927981435,1.3419739477073889E-2]
[null,"X2134",1094,0,1094,0.94463701330094596,1.0288014554264899,0.9885082246806508,1.4354177871115759E-2]
[null,"X2142.5",1094,0,1094,0.90855215004149004,0.99666044017344901,0.95470812008051464,1.52272456018349E-2]
[null,"X2151",1094,0,1094,0.87230826952124096,0.96447649713496297,0.92151190211135547,1.608411070119398E-2]
[null,"X2159.5",1094,0,1094,0.83755228463870302,0.93711604127513803,0.88980052024908873,1.6937475715051251E-2]
[null,"X2168",1094,0,1094,0.80551229519663903,0.920237963045346,0.86026005020996654,1.7792902254645863E-2]
[null,"X2176.5",1094,0,1094,0.77660875331989898,0.90518276919483898,0.83331159341931527,1.8655522306653058E-2]
[null,"X2185",1094,0,1094,0.75100605876062199,0.89261343958824402,0.80924058389901743,1.9527690513308053E-2]
[null,"X2193.5",1094,0,1094,0.72886032494123598,0.88283437368110096,0.78829625058045238,2.0414732304023665E-2]
[null,"X2202",1094,0,1094,0.70820069691448695,0.87602904766003598,0.77086490734745428,2.1310108663063609E-2]
[null,"X2210.5",1094,0,1094,0.69153713424381102,0.87261175420569803,0.75831331466280205,2.2130208933630595E-2]
[null,"X2219",1094,0,1094,0.68361342760945198,0.87340192189102905,0.75311139018926809,2.26756526508297E-2]
[null,"X2227.5",1094,0,1094,0.68688453397585603,0.87880342853663895,0.75727677116319159,2.2759250408167491E-2]
[null,"X2236",1094,0,1094,0.70396097098302601,0.89007511925828497,0.77275665922319769,2.2175849837299519E-2]
[null,"X2244.5",1094,0,1094,0.73801970469464295,0.90619299467918302,0.80160328590731911,2.0747116920124382E-2]
[null,"X2253",1094,0,1094,0.779602897454162,0.92618113083849896,0.83929941872066516,1.9093252137287353E-2]
[null,"X2261.5",1094,0,1094,0.82336087641065703,0.94772389026766801,0.87925585430560571,1.7886628229299435E-2]
[null,"X2270",1094,0,1094,0.86682243728495201,0.97067835716272999,0.91887631254730084,1.7196185438153929E-2]
[null,"X2278.5",1094,0,1094,0.90789942587100303,1.0023404849414099,0.95681482623164149,1.6849306488479279E-2]
[null,"X2287",1094,0,1094,0.94166868290607497,1.03639634873421,0.99102683883637799,1.6618125709956598E-2]
[null,"X2295.5",1094,0,1094,0.97161181011504705,1.0639790574180501,1.0200593052608991,1.6279386402443689E-2]
[null,"X2304",1094,0,1094,0.99772570893669099,1.0854698067383799,1.0442187844914745,1.5736909170977333E-2]
[null,"X2312.5",1094,0,1094,1.0213672143038399,1.10298371922584,1.0650337081874,1.5063620759896361E-2]
[null,"X2321",1094,0,1094,1.0426397270290499,1.12001071313349,1.0854588538822563,1.4390874888157481E-2]
[null,"X2329.5",1094,0,1094,1.06157428436946,1.14059865240477,1.1080413447384647,1.3819317425180283E-2]
[null,"X2338",1094,0,1094,1.0796715021874099,1.16103077001164,1.1298927577317595,1.3374704909919077E-2]
[null,"X2346.5",1094,0,1094,1.0958467027154799,1.17905318048888,1.1496267703671914,1.3067482760596496E-2]
[null,"X2355",1094,0,1094,1.1126660416074601,1.2014917657051301,1.170245552604066,1.2888802961790522E-2]
[null,"X2363.5",1094,0,1094,1.13178696581847,1.22665099541306,1.1937811490798569,1.2780755038373212E-2]
[null,"X2372",1094,0,1094,1.1535397966285501,1.25266733207634,1.2204971755056975,1.2683045088572121E-2]
[null,"X2380.5",1094,0,1094,1.1781157283461301,1.27768208036576,1.2501752600822793,1.2650350258803426E-2]
[null,"X2389",1094,0,1094,1.2057165180442899,1.3085389429104599,1.2825984447269074,1.2866117820935543E-2]
[null,"X2397.5",1094,0,1094,1.2365261159077801,1.3445398595362399,1.3174839336993052,1.3584027219131819E-2]
[null,"X2406",1094,0,1094,1.2700451663566801,1.3863926410523599,1.3548620894244539,1.5002880286993002E-2]
[null,"X2414.5",1094,0,1094,1.2979004206221001,1.43706347843451,1.3946847132665796,1.7294272377899836E-2]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"X510.5",470,0,470,-1.1062166800844999,-0.63518075603702395,-0.99331737148686039,8.9238817823820996E-2]
[null,"X553",470,0,470,-1.22085901603074,-1.0329482919753901,-1.1159121567005441,2.1947069700544049E-2]
[null,"X714.5",470,0,470,-1.33947251438161,-1.1504730141481001,-1.2063649128251104,2.5648894044225708E-2]
[null,"X774",470,0,470,-1.32597932192809,-1.1425653759269201,-1.1958611951198883,2.557579916340972E-2]
[null,"X952.5",470,0,470,-1.0458381975748099,-0.95478875362764004,-0.98779795964087092,1.7392527535287451E-2]
[null,"X1088.5",470,0,470,-1.15559943323186,-1.0224305040388699,-1.063937647744948,2.2901888766059815E-2]
[null,"X1148",470,0,470,-0.84225596857269303,-0.75843525698706504,-0.78837672609135956,1.3660299985167572E-2]
[null,"X1267",470,0,470,-0.768404941013765,-0.67272890550556896,-0.71590583665205187,1.3357423391984648E-2]
[null,"X1352",470,0,470,-0.42507418338520803,-0.16725422603502901,-0.36393667463409562,2.4121785322523657E-2]
[null,"X1522",470,0,470,0.42267768012225199,0.70479609458365999,0.50525153779831822,3.0633913264836849E-2]
[null,"X1547.5",470,0,470,0.28826863807363001,0.56853760156366895,0.36981539087939291,2.9071150488526251E-2]
[null,"X1726",470,0,470,3.6070551094827298E-2,0.27870052228972197,0.10242177978061305,2.4982187963173745E-2]
[null,"X1785.5",470,0,470,0.182474493671786,0.46684908429118199,0.25057817824623285,2.7076397276260308E-2]
[null,"X1947",470,0,470,1.4708308177007401,1.99304991349296,1.7785198896839085,7.6276977801913504E-2]
[null,"X2100",470,0,470,1.07396580851209,1.1392986820291899,1.1121127454352293,1.0036241526248458E-2]
[null,"X2125.5",470,0,470,0.96898703212003701,1.0586520817759999,1.0204442037785204,1.370366820074671E-2]
[null,"X2227.5",470,0,470,0.69134760351332003,0.87304876456673897,0.75550532630672274,2.3670041650073071E-2]
[null,"X2363.5",470,0,470,1.10809738390732,1.2201038197996601,1.193167918050811,1.345687406900793E-2]
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[null,"Number of support vectors",676]
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[]
[]
[null,"ROC Curve (Validation):"]
[]
[null,"Prevalence",0.47257769652650822,0.47021276595744682]
[null,"List of support vectors (LOW versus the others):"]
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[null,"Confusion matrix for the training sample (LOW versus the others):"]
[]
[]
[]
[null,"Performance metrics (LOW versus the others):"]
[null,"Cohen's kappa",0.50279280527405978,0.41560594617495888]
[null,"HIGH",128,93,221,57.918552036199102]
[null,null,"Training set","Validation set"]
[null,"Classification for the training sample:"]
[null,"Obs1","HIGH","HIGH"]
[null,"Obs30","LOW","LOW"]
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{"sheet":"SVM4","index":39,"n_rows":3644,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 14:39:50 / End time: 05/27/2023 at 14:55:44 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1189293053"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X442.5",1094,0,1094,-0.95308807826664799,-0.30967743594531999,-0.81144341929945196,0.10435580463690301]
[null,"X451",1094,0,1094,-0.97639532482920699,-0.284620420757763,-0.82244977030056399,0.11586583092673672]
[null,"X459.5",1094,0,1094,-0.99814740513330602,-0.27417319048181299,-0.8346867800662876,0.125126558072956]
[null,"X468",1094,0,1094,-1.0165728057252299,-0.28604580910377397,-0.84844005089598018,0.13064590609707183]
[null,"X476.5",1094,0,1094,-1.03334610784772,-0.31899071557007203,-0.86637196750887602,0.13135108337339263]
[null,"X485",1094,0,1094,-1.0512435339386701,-0.37173550107964498,-0.89127815269017852,0.12681076345764206]
[null,"X493.5",1094,0,1094,-1.0706953073818199,-0.451150472263048,-0.92296030800120499,0.1171960463706226]
[null,"X502",1094,0,1094,-1.0902988160715701,-0.53913350421835504,-0.95877953347701816,0.10336031276417752]
[null,"X510.5",1094,0,1094,-1.1088745908764599,-0.63518075603702395,-0.99605982375606517,8.6542022293151374E-2]
[null,"X519",1094,0,1094,-1.1249081479517999,-0.74010305736550996,-1.0317093706833946,6.8332946258384819E-2]
[null,"X527.5",1094,0,1094,-1.1432763822973899,-0.82708144321765398,-1.0622811715188423,5.09036753490281E-2]
[null,"X536",1094,0,1094,-1.15906417788487,-0.89822749811692104,-1.0860209135998122,3.6506778157463587E-2]
[null,"X544.5",1094,0,1094,-1.18353710939663,-0.96406491634681901,-1.1035014695699266,2.6690250428520815E-2]
[null,"X553",1094,0,1094,-1.22085901603074,-1.02267877047839,-1.1168611862611115,2.1905278935961468E-2]
[null,"X561.5",1094,0,1094,-1.2494054279280999,-1.0442902407279799,-1.1283639431618335,2.1161247054084197E-2]
[null,"X570",1094,0,1094,-1.27073012677494,-1.0556092848237799,-1.1393211904142428,2.2326477831388015E-2]
[null,"X578.5",1094,0,1094,-1.2866370639868501,-1.0672402837313999,-1.1501374332906327,2.3653862299938207E-2]
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{"sheet":"SVM3","index":41,"n_rows":3702,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 12:44:55 / End time: 05/27/2023 at 12:56:23 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 35388992"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
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[null,"X799.5",1094,0,1094,-1.31358019637699,-1.14633944727245,-1.2014485287740591,2.4022850099491511E-2]
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[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
[]
[null,"from \\ to","HIGH","Other classes","Total","% correct"]
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{"sheet":"SVM2","index":43,"n_rows":3694,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 12:28:06 / End time: 05/27/2023 at 12:44:16 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 812528459"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X442.5",1094,0,1094,-0.94868264187464202,-0.30967743594531999,-0.81001354809933124,0.10386913559144591]
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[null,"X459.5",1094,0,1094,-0.99595814168961105,-0.27417319048181299,-0.83296544343239698,0.12479355886391134]
[null,"X468",1094,0,1094,-1.01490648434252,-0.28604580910377397,-0.84661288727736284,0.1304015065197153]
[null,"X476.5",1094,0,1094,-1.0319895020574099,-0.32517413577293902,-0.8645068044275257,0.13119092591134765]
[null,"X485",1094,0,1094,-1.0499800416223,-0.39242988253148697,-0.88947969255213122,0.1267189351109731]
[null,"X493.5",1094,0,1094,-1.0692207009558199,-0.45733622226869802,-0.92133331824855969,0.11715755913781939]
[null,"X502",1094,0,1094,-1.08832101417218,-0.53913350421835504,-0.95740425734011136,0.10336976159623062]
[null,"X510.5",1094,0,1094,-1.1062166800844999,-0.63518075603702395,-0.99498277596799822,8.6619114225678306E-2]
[null,"X519",1094,0,1094,-1.12161124286277,-0.74010305736550996,-1.0309323325285003,6.8534055899478627E-2]
[null,"X527.5",1094,0,1094,-1.1432763822973899,-0.82708144321765398,-1.061756977627393,5.1318050891629274E-2]
[null,"X536",1094,0,1094,-1.15906417788487,-0.89822749811692104,-1.0856669947227342,3.7217313659640587E-2]
[null,"X544.5",1094,0,1094,-1.18353710939663,-0.96406491634681901,-1.1032279105813556,2.7664305542318652E-2]
[null,"X553",1094,0,1094,-1.22085901603074,-0.977874934473702,-1.1166001250218798,2.2911895551686521E-2]
[null,"X561.5",1094,0,1094,-1.2494054279280999,-0.99104028699601499,-1.1280861048310167,2.1953573784286539E-2]
[null,"X570",1094,0,1094,-1.27073012677494,-1.00460450733402,-1.1390333161962205,2.2870256354574136E-2]
[null,"X578.5",1094,0,1094,-1.2866370639868501,-1.0184435670479099,-1.1498645202078139,2.4038338629183104E-2]
[null,"X587",1094,0,1094,-1.2986186314339101,-1.0323058142186301,-1.1603511679921052,2.4725714102297017E-2]
[null,"X595.5",1094,0,1094,-1.30793289821587,-1.0457907646528799,-1.1699880346611637,2.4930373341581977E-2]
[null,"X604",1094,0,1094,-1.3152436814155599,-1.0584655796448399,-1.1782090868300499,2.4919303549251814E-2]
[null,"X612.5",1094,0,1094,-1.32099536856054,-1.0703003766401999,-1.1849578702822268,2.4867922451816429E-2]
[null,"X621",1094,0,1094,-1.3258557222442999,-1.08154239400888,-1.1905977417735991,2.4829334408737486E-2]
[null,"X629.5",1094,0,1094,-1.33009174518204,-1.09222369727853,-1.1952810399717542,2.4795768503877314E-2]
[null,"X638",1094,0,1094,-1.3337580706257099,-1.10224489755207,-1.1990635065910986,2.4753110602451275E-2]
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[null,"Variable","Categories","Counts","Frequencies","%"]
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[null,"Cross-validation results:"]
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{"sheet":"SVM1","index":45,"n_rows":3677,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/27/2023 at 11:56:09 / End time: 05/27/2023 at 12:15:21 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.xlsm / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 1425418012"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X442.5",1094,0,1094,-0.93678728452240601,-0.30967743594531999,-0.80948668533452761,0.10246389541571696]
[null,"X451",1094,0,1094,-0.95723476708407595,-0.284620420757763,-0.8201324517058618,0.11391709810244867]
[null,"X459.5",1094,0,1094,-0.97975144497842903,-0.27417319048181299,-0.83203614957190264,0.12315539914325002]
[null,"X468",1094,0,1094,-0.99923675845078896,-0.28604580910377397,-0.84553489595359388,0.12872107663212723]
[null,"X476.5",1094,0,1094,-1.01657571402891,-0.32517413577293902,-0.86337346371423018,0.12953408674978076]
[null,"X485",1094,0,1094,-1.0349172754110401,-0.39242988253148697,-0.88840511805884237,0.12513561989465855]
[null,"X493.5",1094,0,1094,-1.0548309279397701,-0.45733622226869802,-0.92041859280434557,0.11569244895612531]
[null,"X502",1094,0,1094,-1.07477017157806,-0.53913350421835504,-0.95672139574957948,0.10206105237256689]
[null,"X510.5",1094,0,1094,-1.0934371615280001,-0.63518075603702395,-0.99457270658255592,8.54910130104828E-2]
[null,"X519",1094,0,1094,-1.11423214914171,-0.74010305736550996,-1.0308023652724143,6.759622271280738E-2]
[null,"X527.5",1094,0,1094,-1.13078959225249,-0.82708144321765398,-1.061872541584685,5.0535179340761738E-2]
[null,"X536",1094,0,1094,-1.14237166621094,-0.89822749811692104,-1.0859506010225868,3.6472870785130999E-2]
[null,"X544.5",1094,0,1094,-1.18353710939663,-0.96406491634681901,-1.1035838268253839,2.6790631447945131E-2]
[null,"X553",1094,0,1094,-1.22085901603074,-1.02267877047839,-1.1169517123720212,2.1825007815565331E-2]
[null,"X561.5",1094,0,1094,-1.2494054279280999,-1.05430619522456,-1.1283957198574535,2.0744219299127991E-2]
[null,"X570",1094,0,1094,-1.27073012677494,-1.0655553524286701,-1.1392957086907782,2.166136968665329E-2]
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[null,"Variable","Categories","Counts","Frequencies","%"]
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[null,"ROC Curve:"]
[]
[null,"HIGH",148,82,230,64.347826086956516]
[]
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[null,"Number of observations in the training set",1094]
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[]
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{"sheet":"Log(Binary)","index":47,"n_rows":3225,"n_cols":240,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Logistic regression - Start time: 05/19/2023 at 08:23:28 / End time: 05/19/2023 at 08:45:27 / Microsoft Excel 16.016327"]
[null,"Response variable(s): Workbook = hcn_spec_snv.sg_8nm.csv / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"X / Quantitative: Workbook = hcn_spec_snv.sg_8nm.csv / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[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): 86217409"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.96699663299662997]
[]
[]
[null,"Classification table for the validation sample (Variable Class):"]
[]
[null,"from \\ to","HIGH","LOW","Total","% correct"]
[null,"HIGH",170,68,238,0.7142857142857143]
[null,"LOW",47,185,232,0.79741379310344829]
[null,"Total",217,253,470,0.75531914893617025]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null," "]
[]
[]
[null,"ROC Curve(Validation data) (Variable Class):"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Area under the curve:",null,0.83539191538684476]

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[-8.7430063189231078E-16,6.7340067339940737E-3]
[-8.7430063189231078E-16,5.0505050504923901E-3]
[-8.7430063189231078E-16,3.3670033669907064E-3]
[-8.7430063189231078E-16,1.683501683489023E-3]
[-8.7430063189231078E-16,-1.2660445608547732E-14]

{"sheet":"SVM","index":50,"n_rows":3687,"n_cols":241,"rows_kept":562,"cut":true,"hidden":false,"merged":[],"bounds":{"rows_first":250,"rows_last":62,"rows_between":250,"halvings":3}}
[null,"XLSTAT-Student 2022.4.1.1372 - Support Vector Machine (SVM) - Start time: 05/19/2023 at 08:04:36 / End time: 05/19/2023 at 08:14:44 / Microsoft Excel 16.016327"]
[null,"Response variable: Workbook = hcn_spec_snv.sg_8nm.csv / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$D$1:$D$1565 / 1564 rows and 1 column"]
[null,"Quantitative: Workbook = hcn_spec_snv.sg_8nm.csv / Sheet = hcn_spec_snv.sg_8nm / Range = 'hcn_spec_snv.sg_8nm'!$E$1:$IG$1565 / 1564 rows and 237 columns"]
[null,"Response type: One versus all"]
[null,"C: 100"]
[null,"Tolerance: 0.001"]
[null,"Kernel: Linear Kernel"]
[null,"Preprocessing: Rescaling"]
[null,"Cross-validation / Number of folds: 10"]
[null,"Seed (random numbers): 4586640"]
[]
[]
[]
[]
[null,"Summary statistics (Quantitative data):"]
[]
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[null,"X1760",1094,0,1094,0.146017440773131,0.32210920188130499,0.2156367812234368,2.4283951320898257E-2]
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[null,"X1777",1094,0,1094,0.177989121302503,0.36976203629944498,0.24740397295198452,2.50720847144251E-2]
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[null,"X1794",1094,0,1094,0.180617314948331,0.38461590452587002,0.24889898313663919,2.593265833417692E-2]
[null,"X1802.5",1094,0,1094,0.17310332480256299,0.38315219296891401,0.24141602267901083,2.6389759464886801E-2]
[null,"X1811",1094,0,1094,0.163066242682749,0.38033083801090201,0.23171833396669386,2.7001483815729997E-2]
[null,"X1819.5",1094,0,1094,0.15523171072779199,0.38226543763705201,0.2247517973550491,2.7929402401741472E-2]
[null,"X1828",1094,0,1094,0.15353446013896799,0.39701153788765398,0.22585663013729557,2.9592104365898677E-2]
[null,"X1836.5",1094,0,1094,0.16670792070370599,0.43902535766697098,0.24700602633536897,3.2552063820085915E-2]
[null,"X1845",1094,0,1094,0.211961550141124,0.52043647455300102,0.30515255103171257,3.6592932559670895E-2]
[null,"X1853.5",1094,0,1094,0.31259378143974598,0.64287877830092099,0.41869357752013359,3.9393234802777739E-2]
[null,"X1862",1094,0,1094,0.48477505845850999,0.79585440536395202,0.59316149789139327,3.8106202445471367E-2]
[null,"X1870.5",1094,0,1094,0.72385054299945795,0.96468322999788703,0.8161681490971654,3.2109955142434241E-2]
[null,"X1879",1094,0,1094,0.999710782553489,1.1500774675807,1.063736557406914,2.4973256037604436E-2]
[null,"X1887.5",1094,0,1094,1.2412672862624601,1.3874326402030299,1.3084285973369687,2.6980235429456764E-2]
[null,"X1896",1094,0,1094,1.35727126269461,1.6513647024422999,1.523495984195065,4.1379847717526813E-2]
[null,"X1904.5",1094,0,1094,1.4155788871694199,1.8693989691572801,1.6872757797778781,5.9371386866859249E-2]
[null,"X1913",1094,0,1094,1.4376343178278099,2.0116313992143899,1.7878163135972736,7.4731044519861525E-2]
[null,"X1921.5",1094,0,1094,1.43880229601271,2.0767524639330599,1.830068199780736,8.3950912934643504E-2]
[null,"X1930",1094,0,1094,1.4326130797602701,2.0793918844405299,1.8302787663739493,8.5903567617758567E-2]
[null,"X1938.5",1094,0,1094,1.42539124434765,2.0473375043340898,1.8087459504852454,8.2328812049945632E-2]
[null,"X1947",1094,0,1094,1.4175604919967,1.9959338117011201,1.7765683530985046,7.5762811850453304E-2]
[null,"X1955.5",1094,0,1094,1.4081976739995601,1.92997863826188,1.7367312635437153,6.7649234300691391E-2]
[null,"X1964",1094,0,1094,1.39693129222653,1.85629330059138,1.6907407439803079,5.8740620970145339E-2]
[null,"X1972.5",1094,0,1094,1.3840195944473399,1.78065810907471,1.6411303944945632,4.9758008446990423E-2]
[null,"X1981",1094,0,1094,1.36979341745964,1.70960456259924,1.5898295322854188,4.1192997092947999E-2]
[null,"X1989.5",1094,0,1094,1.3540884768368999,1.6394338452130699,1.5381724241132726,3.3364144230390372E-2]
[null,"X1998",1094,0,1094,1.3374456504204999,1.57205985015587,1.4874851869723797,2.6525457741276928E-2]
[null,"X2006.5",1094,0,1094,1.3197373746760199,1.5088611252406801,1.4391758513750874,2.0874773590360423E-2]
[null,"X2015",1094,0,1094,1.3012036657703401,1.45106624563822,1.3944309102096251,1.6470582757549736E-2]
[null,"X2023.5",1094,0,1094,1.2821826584553799,1.3996227615631001,1.3540277933377882,1.3191069523354349E-2]
[null,"X2032",1094,0,1094,1.26302043591541,1.35439030037001,1.318258946973355,1.0758473016620312E-2]
[null,"X2040.5",1094,0,1094,1.24352547827474,1.31635171768878,1.2868285950856282,8.8681459535314925E-3]
[null,"X2049",1094,0,1094,1.2236833201759001,1.2823376565487199,1.2590061704509361,7.3313908360013585E-3]
[null,"X2057.5",1094,0,1094,1.2035021411721001,1.25071223577922,1.2338195816799191,6.1927524112408375E-3]
[null,"X2066",1094,0,1094,1.1827084634259,1.2248695134132499,1.2101783844681819,5.7115069090352679E-3]
[null,"X2074.5",1094,0,1094,1.1612030347594999,1.19958058419108,1.1870506416478774,6.0868478314854545E-3]
[null,"X2083",1094,0,1094,1.1390836371336099,1.18009347346573,1.1635683808197541,7.1581709791230302E-3]
[null,"X2091.5",1094,0,1094,1.1072322504488901,1.1603588060738499,1.1389603510286161,8.5865804769480972E-3]
[null,"X2100",1094,0,1094,1.07396580851209,1.1392986820291899,1.1126059492801499,1.0098206110394496E-2]
[null,"X2108.5",1094,0,1094,1.0397139795377599,1.1155861200453101,1.0841812592323727,1.1527888613924949E-2]
[null,"X2117",1094,0,1094,1.0045789659439901,1.0890442358191801,1.0536038134693868,1.2798894485936465E-2]
[null,"X2125.5",1094,0,1094,0.96898703212003701,1.05988952687597,1.0211521633090834,1.390468842833736E-2]
[null,"X2134",1094,0,1094,0.93349773476937303,1.0288014554264899,0.98757556797725854,1.4890227186556118E-2]
[null,"X2142.5",1094,0,1094,0.89942196605090097,0.99666044017344901,0.95372392042452503,1.5814117364704346E-2]
[null,"X2151",1094,0,1094,0.86728621565618702,0.96447649713496297,0.92048976879398281,1.6723934954881545E-2]
[null,"X2159.5",1094,0,1094,0.837265537955446,0.93711604127513803,0.8887549085604256,1.7631222066485007E-2]
[null,"X2168",1094,0,1094,0.80532070008227796,0.920237963045346,0.85920463031264982,1.8541985723769468E-2]
[null,"X2176.5",1094,0,1094,0.77655840797101805,0.90518276919483898,0.83225690285150244,1.9458519346439818E-2]
[null,"X2185",1094,0,1094,0.75100256060809401,0.89261343958824402,0.80819325289207955,2.0379419909482208E-2]
[null,"X2193.5",1094,0,1094,0.72869479731531095,0.88283437368110096,0.78726603080305468,2.1311784153474754E-2]
[null,"X2202",1094,0,1094,0.70820069691448695,0.87602904766003598,0.76985788207914685,2.2247629272064969E-2]
[null,"X2210.5",1094,0,1094,0.69153713424381102,0.87261175420569803,0.7573273846324623,2.3102080973657527E-2]
[null,"X2219",1094,0,1094,0.68361342760945198,0.87340192189102905,0.75214228464852551,2.36718745822278E-2]
[null,"X2227.5",1094,0,1094,0.68688453397585603,0.87880342853663895,0.75631440273936079,2.3766351563497445E-2]
[null,"X2236",1094,0,1094,0.70396097098302601,0.89007511925828497,0.77179409236081453,2.3178288297429E-2]
[null,"X2244.5",1094,0,1094,0.73801970469464295,0.90619299467918302,0.80062381411946726,2.171319731568529E-2]
[null,"X2253",1094,0,1094,0.779602897454162,0.92618113083849896,0.83829345006982703,1.9995055942258599E-2]
[null,"X2261.5",1094,0,1094,0.82336087641065703,0.94772389026766801,0.87823002987476029,1.8704768699604201E-2]
[null,"X2270",1094,0,1094,0.86682243728495201,0.97067835716272999,0.91784667912966977,1.7924169372739811E-2]
[null,"X2278.5",1094,0,1094,0.90520624606841005,1.0023404849414099,0.95579400144303039,1.7492020378628261E-2]
[null,"X2287",1094,0,1094,0.938137429778651,1.03688132672845,0.99002901857470493,1.7188775980866759E-2]
[null,"X2295.5",1094,0,1094,0.96812783450737605,1.0656663075596,1.0191045583316507,1.6798472340535508E-2]
[null,"X2304",1094,0,1094,0.99530668473537698,1.0879937829994499,1.0433250232578581,1.6219321217854171E-2]
[null,"X2312.5",1094,0,1094,1.0208028029401901,1.1059767463007699,1.0642101283086365,1.5531732862554003E-2]
[null,"X2321",1094,0,1094,1.0426397270290499,1.1230608955327599,1.0847107877345723,1.4853337447767026E-2]
[null,"X2329.5",1094,0,1094,1.06157428436946,1.14218411998726,1.1073612902675662,1.4266856013287659E-2]
[null,"X2338",1094,0,1094,1.0796715021874099,1.16103077001164,1.1292774406335959,1.3810592779147169E-2]
[null,"X2346.5",1094,0,1094,1.0958467027154799,1.17905318048888,1.1490733607372825,1.3504649317887658E-2]
[null,"X2355",1094,0,1094,1.1126660416074601,1.2014917657051301,1.1697596470213953,1.3316458056769712E-2]
[null,"X2363.5",1094,0,1094,1.13178696581847,1.22665099541306,1.1933626160853354,1.3156935856895108E-2]
[null,"X2372",1094,0,1094,1.1535397966285501,1.25266733207634,1.2201412640967195,1.2981048184320006E-2]
[null,"X2380.5",1094,0,1094,1.1781157283461301,1.27768208036576,1.249889431230762,1.2848012963410012E-2]
[null,"X2389",1094,0,1094,1.2057165180442899,1.3097051015216099,1.2823912570540297,1.2965736781909687E-2]
[null,"X2397.5",1094,0,1094,1.2365261159077801,1.3479847211195699,1.3173583030557299,1.3615576686020443E-2]
[null,"X2406",1094,0,1094,1.2700451663566801,1.3899135617426901,1.35484082027384,1.501130542111755E-2]
[null,"X2414.5",1094,0,1094,1.2979004206221001,1.43706347843451,1.3947758936920633,1.7342479572613968E-2]
[null,"Variable","Categories","Counts","Frequencies","%"]
[null,"Variable","Observations","Obs. with missing data","Obs. without missing data","Minimum","Maximum","Mean","Std. deviation"]
[null,"X578.5",470,0,470,-1.2866370639868501,-1.0184435670479099,-1.1505822754257136,2.4119598962843981E-2]
[null,"X714.5",470,0,470,-1.33947251438161,-1.1541784923881999,-1.20784245156268,2.3338752230226519E-2]
[null,"X782.5",470,0,470,-1.32967381791095,-1.14730935926542,-1.1999520252892426,2.3161341734865431E-2]
[null,"X961",470,0,470,-1.02498360561039,-0.92030978406755204,-0.96070222886816692,1.5616753024248052E-2]
[null,"X1097",470,0,470,-1.14009395453858,-1.0135417927508199,-1.0557245063119387,1.9959440065290209E-2]
[null,"X1122.5",470,0,470,-1.0333924749224299,-0.92193812795920804,-0.95964221178997866,1.636216610745991E-2]
[null,"X1301",470,0,470,-0.70606013950425495,-0.56548961649945095,-0.6493703399504317,1.4685923886247263E-2]
[null,"X1403",470,0,470,0.42559868807505102,0.73021694934813997,0.51009398941275597,4.095259039452466E-2]
[null,"X1539",470,0,470,0.33144952899248697,0.61278441561080499,0.41303331920247888,2.7892872875383577E-2]
[null,"X1564.5",470,0,470,0.22239889265937901,0.48546669611730198,0.3005817546482758,2.6541352847029465E-2]
[null,"X1743",470,0,470,9.1947377114411505E-2,0.34431162959745698,0.15959195374798157,2.368522508992674E-2]
[null,"X1811",470,0,470,0.163297640629778,0.46439434327670098,0.23281023438517903,2.6992956347034604E-2]
[null,"X1947",470,0,470,1.4708308177007401,1.98001739611334,1.7721903787676032,6.7358915113541765E-2]
[null,"X2091.5",470,0,470,1.10902230052799,1.16064399679636,1.1396391746665215,8.03434900607994E-3]
[null,"X2151",470,0,470,0.87360493144628304,0.96481078471948001,0.92202765705050516,1.4978245988818946E-2]
[null,"X2253",470,0,470,0.78723361768564104,0.91027319105039595,0.83985892276295837,1.7525847611028645E-2]
[null,"X2389",470,0,470,1.14787591483195,1.3074159799115499,1.2828313289791269,1.3894720198195527E-2]
[null,"Cross-validation results:"]
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[]
[null,"Confusion matrix for the validation sample (LOW versus the others):"]
[]
[null,"FPR",0.35673624288425043,0.35545023696682465]
[null,"Confusion matrix for the training sample:"]
[null,"Cohen's kappa",0.52684368363125988,0.45240693137055449]
[]
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