add lm Penalty

figure-cv-BIC-error-rates.csv

@@ -1,25 +1,33 @@
 FPR,TPR,fp,tp,auc,labels,model.name,test.fold,Penalty,Parameters,possible.fp,possible.fn,fn,errors,percent.error,Penalty.Params,percent.accuracy
 0,0,0,0,,752,SegAnnot,1,constant,1,752,298,298,298,39.6276595744681,constant.1,60.3723404255319
 0,0,0,0,,752,SegAnnot,1,BIC,0,752,298,298,298,39.6276595744681,BIC.0,60.3723404255319
+0,0,0,0,,752,SegAnnot,1,lm,2,752,298,298,298,39.6276595744681,lm.2,60.3723404255319
 0,0,0,0,,752,SegAnnot,1,linear,2,752,298,298,298,39.6276595744681,linear.2,60.3723404255319
 0.168882978723404,0.73489932885906,127,219,0.872637173354277,752,BinSeg,1,constant,1,752,298,79,206,27.3936170212766,constant.1,72.6063829787234
 0.0279255319148936,0.359060402684564,21,107,0.879830519063259,752,BinSeg,1,BIC,0,752,298,191,212,28.1914893617021,BIC.0,71.8085106382979
+0.143617021276596,0.74496644295302,108,222,0.874002659574468,752,BinSeg,1,lm,2,752,298,76,184,24.468085106383,lm.2,75.531914893617
 0.0944148936170213,0.684563758389262,71,204,0.868272972297587,752,BinSeg,1,linear,2,752,298,94,165,21.9414893617021,linear.2,78.0585106382979
 0.196808510638298,0.879194630872483,148,262,0.90390948522062,752,LOPART,1,constant,1,752,298,36,184,24.468085106383,constant.1,75.531914893617
 0.0265957446808511,0.399328859060403,20,119,0.920788412109096,752,LOPART,1,BIC,0,752,298,179,199,26.4627659574468,BIC.0,73.5372340425532
+0.188829787234043,0.906040268456376,142,270,0.92711605740397,752,LOPART,1,lm,2,752,298,28,170,22.6063829787234,lm.2,77.3936170212766
 0.113031914893617,0.775167785234899,85,231,0.927834499500214,752,LOPART,1,linear,2,752,298,67,152,20.2127659574468,linear.2,79.7872340425532
 0.195478723404255,0.822147651006711,147,245,0.892780326288733,752,OPART,1,constant,1,752,298,53,200,26.5957446808511,constant.1,73.404255319149
 0.0292553191489362,0.389261744966443,22,116,0.906841264458089,752,OPART,1,BIC,0,752,298,182,204,27.1276595744681,BIC.0,72.8723404255319
+0.1875,0.859060402684564,141,256,0.909072451092389,752,OPART,1,lm,2,752,298,42,183,24.3351063829787,lm.2,75.6648936170213
 0.110372340425532,0.748322147651007,83,223,0.907568631300871,752,OPART,1,linear,2,752,298,75,158,21.0106382978723,linear.2,78.9893617021277
 0,0,0,0,,520,SegAnnot,2,constant,1,520,375,375,375,72.1153846153846,constant.1,27.8846153846154
 0,0,0,0,,520,SegAnnot,2,BIC,0,520,375,375,375,72.1153846153846,BIC.0,27.8846153846154
+0,0,0,0,,520,SegAnnot,2,lm,2,520,375,375,375,72.1153846153846,lm.2,27.8846153846154
 0,0,0,0,,520,SegAnnot,2,linear,2,520,375,375,375,72.1153846153846,linear.2,27.8846153846154
 0.0826923076923077,0.477333333333333,43,179,0.883425641025641,520,BinSeg,2,constant,1,520,375,196,239,45.9615384615385,constant.1,54.0384615384615
 0.0365384615384615,0.370666666666667,19,139,0.895830769230769,520,BinSeg,2,BIC,0,520,375,236,255,49.0384615384615,BIC.0,50.9615384615385
+0.107692307692308,0.733333333333333,56,275,0.886902564102564,520,BinSeg,2,lm,2,520,375,100,156,30,lm.2,70
 0.0730769230769231,0.712,38,267,0.890194871794872,520,BinSeg,2,linear,2,520,375,108,146,28.0769230769231,linear.2,71.9230769230769
 0.0865384615384615,0.525333333333333,45,197,0.917066666666667,520,LOPART,2,constant,1,520,375,178,223,42.8846153846154,constant.1,57.1153846153846
 0.0211538461538462,0.402666666666667,11,151,0.934551282051282,520,LOPART,2,BIC,0,520,375,224,235,45.1923076923077,BIC.0,54.8076923076923
+0.105769230769231,0.8,55,300,0.940033333333333,520,LOPART,2,lm,2,520,375,75,130,25,lm.2,75
 0.0538461538461539,0.72,28,270,0.944592307692308,520,LOPART,2,linear,2,520,375,105,133,25.5769230769231,linear.2,74.4230769230769
 0.0865384615384615,0.504,45,189,0.907984615384615,520,OPART,2,constant,1,520,375,186,231,44.4230769230769,constant.1,55.5769230769231
 0.0230769230769231,0.389333333333333,12,146,0.9244,520,OPART,2,BIC,0,520,375,229,241,46.3461538461539,BIC.0,53.6538461538462
+0.105769230769231,0.778666666666667,55,292,0.924230769230769,520,OPART,2,lm,2,520,375,83,138,26.5384615384615,lm.2,73.4615384615385
 0.0557692307692308,0.706666666666667,29,265,0.929271794871795,520,OPART,2,linear,2,520,375,110,139,26.7307692307692,linear.2,73.2692307692308