Options: -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H 10 === Classifier model (full training set) === Sigmoid Node 0 Inputs Weights Threshold 2.6665316457871597 Node 2 7.090134545362877 Node 3 -3.117292593648633 Node 4 -2.7010113422957933 Node 5 -1.8292482827339644 Node 6 2.823778815814756 Node 7 -3.241496081903076 Node 8 -3.6718403886805127 Node 9 -5.412366074815203 Node 10 1.0015459657192727 Node 11 4.124091758144831 Sigmoid Node 1 Inputs Weights Threshold -2.643894340907379 Node 2 -7.0945758859737955 Node 3 3.115673872126466 Node 4 2.7094925096208513 Node 5 1.8164101340791063 Node 6 -2.8287018610857646 Node 7 3.2414687765272086 Node 8 3.673771233278163 Node 9 5.412241311216241 Node 10 -1.0152473799897268 Node 11 -4.125201982869796 Sigmoid Node 2 Inputs Weights Threshold 0.16811073026650328 Attrib 1000_at 0.06754649570405455 Attrib 1001_at 0.06575451508025644 Attrib 1002_f_at 0.12232044564313252 Attrib 1003_s_at 0.047487071301571475 Attrib 1004_at -0.1271841937817991 Attrib 1005_at 0.015032323850086416 Attrib 1006_at -0.13601295462897856 Attrib 1007_s_at 0.0572449055385079 Attrib 1008_f_at -0.09311246804627589 Attrib 1009_at 0.17317731096376163 Attrib 100_g_at 0.14810259879567808 Attrib 1010_at 0.10902369168017438 Attrib 1011_s_at 0.06967038112754288 Attrib 1012_at 0.04790232689618678 Attrib 1013_at 4.83432714880261E-4 Attrib 1014_at -0.107992641818292 Attrib 1015_s_at -6.969110050970522E-4 Attrib 1016_s_at -0.018847433890135604 Attrib 1017_at -0.010174887237742325 Attrib 1018_at -0.1019467538272152 Attrib 1019_g_at -0.05866983003686661 Attrib 101_at 0.10523689185527926 Attrib 1020_s_at 0.041749487852107886 Attrib 1021_at -0.16532508448993044 Attrib 1022_f_at -0.00680474504604462 Attrib 1023_at -0.1631381201068902 Attrib 1024_at 0.02705207078328161 Attrib 1025_g_at 0.07074219038251314 Attrib 1026_s_at -0.031615945353563914 Attrib 1027_at -0.0015516833002584551 Attrib 1028_at -0.11379798111636667 Attrib 1029_s_at 0.030345377765896953 Attrib 102_at 0.22094731572628337 Attrib 1030_s_at -0.05802638686450942 Attrib 1031_at -0.13622859208393362 Attrib 1032_at 0.011633796820353719 Attrib 1033_g_at -0.0033638019102486955 Attrib 1034_at -0.14815201544732723 Attrib 1035_g_at -0.11063274738944143 Attrib 1036_at -0.10967709860350736 Attrib 1037_at -0.017636058713152117 Attrib 1038_s_at 0.03585677657489421 Attrib 1039_s_at -0.024321106445178608 Attrib 103_at -0.014163323384722775 Attrib 1040_s_at -0.06459185756036628 Attrib 1041_at 0.051496522668940795 Attrib 1042_at 0.021084208284159297 Attrib 1043_s_at -0.019202764640453708 Attrib 1044_s_at 0.07962653973110165 Attrib 1045_s_at -0.03876093578052338 Attrib 1046_at -0.02429005652845867 Attrib 1047_s_at -0.007576689148270957 Attrib 1048_at -0.0701964380617083 Attrib 1049_g_at 0.0192298961045103 Attrib 104_at 0.04604989527227546 Attrib 1050_at -0.03393579601883889 Attrib 1051_g_at -0.0412704374194537 Attrib 1052_s_at -0.09586354767113611 Attrib 1053_at 0.1040486532147421 Attrib 1054_at 0.001263945328032355 Attrib 1055_g_at -0.04655782710307247 Attrib 1056_s_at -0.08888398419623961 Attrib 1057_at -0.025456586848827765 Attrib 1058_at -0.10484925849339455 Attrib 1059_at -0.13912571866481424 Attrib 105_at -0.02636080777529753 Attrib 1060_g_at -0.05063422844904291 Attrib 1061_at 0.03300930952401866 Attrib 1062_g_at -0.04085021451822705 Attrib 1063_s_at -0.11261233676012902 Attrib 1064_at 0.07640588489795641 Attrib 1065_at 0.06830914518349056 Attrib 1066_at -0.08224918555129694 Attrib 1067_at -0.05345391943644135 Attrib 1068_g_at 0.006095622925956714 Attrib 1069_at -0.07975765091272406 Attrib 106_at -0.11920654628077663 Attrib 1070_at 0.03696110377363619 Attrib 1071_at 0.050804320002845856 Attrib 1072_g_at 0.019923000847931756 Attrib 1073_at 0.09078134258022001 Attrib 1074_at 0.031290667717301095 Attrib 1075_f_at -0.01060645604440138 Attrib 1076_at -0.006896253211729544 Attrib 1077_at -0.22855269530102398 Attrib 1078_at -0.0030444866801018627 Attrib 1079_g_at 0.05408575932014943 Attrib 107_at 0.08071956769975666 Attrib 1080_s_at -0.14060926868470255 Attrib 1081_at 0.0021989290298037307 Attrib 1082_at 0.00907317324430102 Attrib 1083_s_at -0.02302299948352622 Attrib 1084_at -0.09325414518877671 Attrib 1085_s_at -0.09705764019050533 Attrib 1086_at 0.09257369431483377 Attrib 1087_at -0.11030181517314006 Attrib 1088_at 0.06900374812788998 Attrib 1089_i_at 0.023633860829632498 Attrib 108_g_at 0.17235475350018267 Attrib 1090_f_at -0.0024654263540186735 Attrib 1091_at 0.07426917552588151 Attrib 1092_at 0.04469742587741137 Attrib 1093_at -0.05086925822822144 Attrib 1094_g_at 0.1030539259315341 Attrib 1095_s_at -0.004492126771121305 Attrib 1096_g_at -0.06696198334906611 Attrib 1097_s_at -0.06123867790917693 Attrib 1098_at -0.060984329458525575 Attrib 1099_s_at -0.12032024138400503 Attrib 109_at -0.05822690291122323 Attrib 1100_at 0.05066508084019775 Attrib 1101_at 0.03197175204210473 Attrib 1102_s_at -0.0770736375703834 Attrib 1103_at 0.0029246900801823024 Attrib 1104_s_at 0.026922306361828494 Attrib 1105_s_at -0.15758586539481512 Attrib 1106_s_at -0.11295225576542081 Attrib 1107_s_at -0.029988092681144236 Attrib 1108_s_at 0.05303527143337716 Attrib 1109_s_at -0.005811390053914758 Attrib 110_at -0.016170505236803055 Attrib 1110_at -0.07096712447861005 Attrib 1111_at 0.05790031714854575 Attrib 1112_g_at 0.02639001449891726 Attrib 1113_at 0.047663253318850955 Attrib 1114_at 0.013858318819083837 Attrib 1115_at -0.00870449688674377 Attrib 1116_at 0.004711441170364274 Attrib 1117_at -0.12389359878279622 Attrib 1118_at -0.12366857477240926 Attrib 1119_at 0.013758750625210366 Attrib 111_at -0.0347637215092565 Attrib 1120_at 0.1318111807428155 Attrib 1121_g_at 0.07354668583582345 Attrib 1122_f_at -0.0825554255692414 Attrib 1123_at -0.14589375014033992 Attrib 1124_at -0.0030199597313672146 Attrib 1125_s_at -0.14647428610553412 Attrib 1126_s_at -0.16703354474067866 Attrib 1127_at -0.03573688005559678 Attrib 1128_s_at 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Attrib 1153_f_at 0.11015133267131189 Attrib 1154_at 0.0803042569188725 Attrib 1155_at 0.168345171435257 Attrib 1156_at 0.06146771688411838 Attrib 1157_s_at 0.2835356785757822 Attrib 1158_s_at -0.058170232655453014 Attrib 1159_at 0.03326961049732233 Attrib 115_at -0.16918369933718105 Attrib 1160_at 0.12419934785472733 Attrib 1161_at 0.08459083904674218 Attrib 1162_g_at 0.042081446988718324 Attrib 1163_at -0.09792422483309042 Attrib 1164_at -0.11461503488252506 Attrib 1165_at 0.02832191453827903 Attrib 1166_at 0.045208131647776914 Attrib 1167_s_at 0.020213853613347866 Attrib 1168_at -0.26347069750947427 Attrib 1169_at -0.0031819026327811837 Attrib 116_at 0.04270176828968123 Attrib 1170_at -0.17907201441991336 Attrib 1171_s_at -0.07604345479197115 Attrib 1172_at -0.26601466922779504 Attrib 1173_g_at 0.04620700654659346 Attrib 1174_at -0.11532828927657439 Attrib 1175_s_at -0.00932856227989919 Attrib 1176_at 0.023711537999037822 Attrib 1177_at -0.054946425598510124 Attrib 1178_at 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1204_at 0.08139904611955381 Attrib 1205_at 0.008130938740076685 Attrib 1206_at -0.05525818799402419 Attrib 1207_at 0.1547648541894924 Attrib 1208_at -0.02966809184616079 Attrib 1209_at 0.11199638790343727 Attrib 120_at -0.07376164183154642 Attrib 1210_s_at 0.10551247267466285 Attrib 1211_s_at 0.07344142096143984 Attrib 1212_at 0.17635843127706208 Attrib 1213_at 0.028156475589702308 Attrib 1214_s_at 0.003241797177252676 Attrib 1217_g_at -0.15952478172890683 Attrib 1218_at -0.023547871579997888 Attrib 1219_at -0.10489334541461114 Attrib 121_at -0.05051921222808912 Attrib 1220_g_at -0.12571056951114837 Attrib 1221_at 0.07216089080439386 Attrib 1222_at -0.055319662186386676 Attrib 1223_at 0.01399387837441669 Attrib 1224_at -0.06460318560405848 Attrib 1225_g_at -0.01097180519478297 Attrib 1226_at -0.013370915997800641 Attrib 1227_g_at 0.06143587651398448 Attrib 1228_s_at 0.03487977327049671 Attrib 1229_at -0.0819135712280248 Attrib 122_at -0.0445051783950203 Attrib 1230_g_at 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-0.08972754379181193 Attrib 991_g_at 0.03376552325888138 Attrib 992_at -0.07267121618916456 Attrib 993_at 0.03773560788228472 Attrib 994_at -0.007415385482443931 Attrib 995_g_at -0.03637628752345402 Attrib 996_at 0.06481395266520244 Attrib 998_s_at 0.0010853125572906526 Attrib 999_at 0.09849855027971958 Attrib AFFX-BioB-3_at -0.08543034348540929 Attrib AFFX-BioB-3_st -0.06820847922082161 Attrib AFFX-BioB-5_at -0.027962930655990186 Attrib AFFX-BioB-5_st -0.10354278241555093 Attrib AFFX-BioB-M_at -0.016337179000413305 Attrib AFFX-BioB-M_st -0.07907210262245651 Attrib AFFX-BioC-3_at 0.014635321254267152 Attrib AFFX-BioC-3_st -0.07072717802393018 Attrib AFFX-BioC-5_at -0.0715407991140746 Attrib AFFX-BioC-5_st -0.0233704047432004 Attrib AFFX-BioDn-3_at -0.07058292766659584 Attrib AFFX-BioDn-3_st -0.1271746320154299 Attrib AFFX-BioDn-5_at -0.055983231837074425 Attrib AFFX-BioDn-5_st -0.04003772303951574 Attrib AFFX-CreX-3_at -0.013346306483080553 Attrib AFFX-CreX-3_st -0.1885493656879382 Attrib AFFX-CreX-5_at 0.006610721480395861 Attrib AFFX-CreX-5_st -0.0763505621816168 Attrib AFFX-DapX-3_at -0.05825317374780912 Attrib AFFX-DapX-5_at -0.07447269716963323 Attrib AFFX-DapX-M_at -0.08128041597533098 Attrib AFFX-HSAC07/X00351_3_at 0.006373998620016835 Attrib AFFX-HSAC07/X00351_3_st -0.09986193415534378 Attrib AFFX-HSAC07/X00351_5_at 0.03120666352313827 Attrib AFFX-HSAC07/X00351_5_st -0.026854184032757796 Attrib AFFX-HSAC07/X00351_M_at 0.04405157773342684 Attrib AFFX-HSAC07/X00351_M_st -0.04555249119363912 Attrib AFFX-hum_alu_at 0.14423972635490206 Attrib AFFX-HUMGAPDH/M33197_3_at -0.04391271426578856 Attrib AFFX-HUMGAPDH/M33197_3_st 0.019832677787998472 Attrib AFFX-HUMGAPDH/M33197_5_at 0.044206549098650634 Attrib AFFX-HUMGAPDH/M33197_5_st -0.1402091871579761 Attrib AFFX-HUMGAPDH/M33197_M_at 0.010916875069309996 Attrib AFFX-HUMGAPDH/M33197_M_st -0.13268337362723173 Attrib AFFX-HUMISGF3A/M97935_3_at -0.08301031798120023 Attrib AFFX-HUMISGF3A/M97935_5_at -0.07576709325957881 Attrib AFFX-HUMISGF3A/M97935_MA_at -0.07675052595006555 Attrib AFFX-HUMISGF3A/M97935_MB_at -0.08641504391284044 Attrib AFFX-HUMRGE/M10098_3_at -0.10579198113825988 Attrib AFFX-HUMRGE/M10098_5_at -0.09717031445835987 Attrib AFFX-HUMRGE/M10098_M_at -0.1557519338357758 Attrib AFFX-HUMTFRR/M11507_3_at -0.0780661228771436 Attrib AFFX-HUMTFRR/M11507_5_at -0.08225337374333146 Attrib AFFX-HUMTFRR/M11507_M_at -0.08852849333976776 Attrib AFFX-LysX-3_at 0.022053204692367327 Attrib AFFX-LysX-5_at 0.01197423019066089 Attrib AFFX-LysX-M_at 0.14514213733369097 Attrib AFFX-M27830_3_at 0.06531444038834666 Attrib AFFX-M27830_5_at -0.11877832016200181 Attrib AFFX-M27830_M_at -0.153293061920802 Attrib AFFX-MurFAS_at -0.06618829279007934 Attrib AFFX-MurIL10_at -0.06582483473974213 Attrib AFFX-MurIL2_at -0.02394894139646597 Attrib AFFX-MurIL4_at -0.03413329090604026 Attrib AFFX-PheX-3_at 0.05237212768580455 Attrib AFFX-PheX-5_at 0.05647268178495929 Attrib AFFX-PheX-M_at -0.02673616318903643 Attrib AFFX-ThrX-3_at 0.01831627001639954 Attrib AFFX-ThrX-5_at 0.0144858106721411 Attrib AFFX-ThrX-M_at -0.07386178945377243 Attrib AFFX-TrpnX-3_at -0.02374432656382557 Attrib AFFX-TrpnX-5_at 0.05121464280463769 Attrib AFFX-TrpnX-M_at 0.028260984095180266 Attrib AFFX-YEL002c/WBP1_at 0.06973323797585274 Attrib AFFX-YEL018w/_at 0.011345594538628065 Attrib AFFX-YEL021w/URA3_at 0.08089052086179147 Attrib AFFX-YEL024w/RIP1_at 0.06328939941153497 Sigmoid Node 3 Inputs Weights Threshold -0.045513749845206924 Attrib 1000_at -0.07317677284004818 Attrib 1001_at -0.019519810262230416 Attrib 1002_f_at -0.10487563400029391 Attrib 1003_s_at 0.02742785556212956 Attrib 1004_at 0.008892938250737432 Attrib 1005_at -0.07413334978840995 Attrib 1006_at -0.017361990811195962 Attrib 1007_s_at -0.02878723656402443 Attrib 1008_f_at 0.017904995180971276 Attrib 1009_at -0.017395088064976853 Attrib 100_g_at -0.06918885784633652 Attrib 1010_at -0.024007275796621493 Attrib 1011_s_at 0.021138167101995484 Attrib 1012_at 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Attrib 1185_at -0.07603633457163957 Attrib 1186_at 0.06779216308874639 Attrib 1187_at -0.06255858372716835 Attrib 1188_g_at 0.019568158460651873 Attrib 1189_at -0.01478405662518511 Attrib 118_at -0.04250634777589661 Attrib 1190_at 0.12525292156628803 Attrib 1191_s_at -0.01640873078144612 Attrib 1192_at 0.012888898084762604 Attrib 1193_at 0.00599725020821588 Attrib 1194_g_at -0.07610137720124732 Attrib 1195_s_at -0.06610986015776033 Attrib 1196_at -0.08662247753830182 Attrib 1197_at -0.010601817462668885 Attrib 1198_at 0.01533732080962511 Attrib 1199_at -0.0150464951997274 Attrib 1200_at -0.05878339682443837 Attrib 1201_at -0.04420192640264716 Attrib 1202_g_at -0.06399842707831425 Attrib 1203_at -0.09546727617622035 Attrib 1204_at 0.002406358382198114 Attrib 1205_at -0.025205062721575695 Attrib 1206_at -0.015514184955305354 Attrib 1207_at -0.01567838600096981 Attrib 1208_at -0.05686064884983625 Attrib 1209_at -0.012897994864072799 Attrib 120_at 0.030771139417789944 Attrib 1210_s_at 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Attrib AFFX-BioC-5_at -0.053858824640221556 Attrib AFFX-BioC-5_st -0.06614329984193482 Attrib AFFX-BioDn-3_at 0.011962194533330483 Attrib AFFX-BioDn-3_st -0.039403244374298166 Attrib AFFX-BioDn-5_at -0.01089937588874294 Attrib AFFX-BioDn-5_st -0.07219085819082478 Attrib AFFX-CreX-3_at -0.04276792103670035 Attrib AFFX-CreX-3_st 0.0013138267616055765 Attrib AFFX-CreX-5_at -0.008198016941803396 Attrib AFFX-CreX-5_st -0.06085516916973168 Attrib AFFX-DapX-3_at -0.06224930668903416 Attrib AFFX-DapX-5_at -0.08978455802238955 Attrib AFFX-DapX-M_at -0.05217814113081538 Attrib AFFX-HSAC07/X00351_3_at 0.023062697771474853 Attrib AFFX-HSAC07/X00351_3_st -0.028145822400944098 Attrib AFFX-HSAC07/X00351_5_at 0.09842114652576973 Attrib AFFX-HSAC07/X00351_5_st 0.054221988020664705 Attrib AFFX-HSAC07/X00351_M_at 0.09333172278374097 Attrib AFFX-HSAC07/X00351_M_st 0.09815446915655113 Attrib AFFX-hum_alu_at -0.069851358446338 Attrib AFFX-HUMGAPDH/M33197_3_at 0.06253475929957063 Attrib AFFX-HUMGAPDH/M33197_3_st -0.03084513395640949 Attrib AFFX-HUMGAPDH/M33197_5_at 0.019215383818944144 Attrib AFFX-HUMGAPDH/M33197_5_st 0.12640056644974215 Attrib AFFX-HUMGAPDH/M33197_M_at 0.04053724111329319 Attrib AFFX-HUMGAPDH/M33197_M_st 0.05226758713680293 Attrib AFFX-HUMISGF3A/M97935_3_at 0.0054400992523300435 Attrib AFFX-HUMISGF3A/M97935_5_at 0.03380826272173003 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.004471999424036651 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.0676375901039586 Attrib AFFX-HUMRGE/M10098_3_at 0.04724057647384459 Attrib AFFX-HUMRGE/M10098_5_at 0.038637667600757486 Attrib AFFX-HUMRGE/M10098_M_at 0.011240241886272411 Attrib AFFX-HUMTFRR/M11507_3_at -0.04107833455722043 Attrib AFFX-HUMTFRR/M11507_5_at 0.12931406043060134 Attrib AFFX-HUMTFRR/M11507_M_at -0.06182326647682696 Attrib AFFX-LysX-3_at -0.03639163253342974 Attrib AFFX-LysX-5_at -0.07131326529844344 Attrib AFFX-LysX-M_at 0.014293544062882056 Attrib AFFX-M27830_3_at -0.028387340860050042 Attrib AFFX-M27830_5_at 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8.564871799676984E-4 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.034776583664360504 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.0073764737760998135 Attrib AFFX-HUMRGE/M10098_3_at -0.009769121238633332 Attrib AFFX-HUMRGE/M10098_5_at -0.050943040938224264 Attrib AFFX-HUMRGE/M10098_M_at -0.04310514684181375 Attrib AFFX-HUMTFRR/M11507_3_at 0.02447345834054962 Attrib AFFX-HUMTFRR/M11507_5_at -0.0018812070063166332 Attrib AFFX-HUMTFRR/M11507_M_at -0.01465394332440097 Attrib AFFX-LysX-3_at 0.029177498197773776 Attrib AFFX-LysX-5_at -0.014865584764119933 Attrib AFFX-LysX-M_at 0.009918184615753455 Attrib AFFX-M27830_3_at -0.02029094093822403 Attrib AFFX-M27830_5_at 0.021427615958078135 Attrib AFFX-M27830_M_at -0.052564384343408314 Attrib AFFX-MurFAS_at 0.019360262564215937 Attrib AFFX-MurIL10_at -0.03371508737157559 Attrib AFFX-MurIL2_at 0.027329163051111903 Attrib AFFX-MurIL4_at 0.02869508320048673 Attrib AFFX-PheX-3_at -0.01939389077863481 Attrib AFFX-PheX-5_at -0.007502217349457636 Attrib AFFX-PheX-M_at 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0.15093933325937448 Attrib 996_at -0.03479514552128006 Attrib 998_s_at 0.07993570308709118 Attrib 999_at -0.09298697435777921 Attrib AFFX-BioB-3_at 0.2092426564664601 Attrib AFFX-BioB-3_st 0.10352128267434293 Attrib AFFX-BioB-5_at 0.18021112015524662 Attrib AFFX-BioB-5_st 0.02035259861877358 Attrib AFFX-BioB-M_at 0.21659886321732755 Attrib AFFX-BioB-M_st 0.17409665445398734 Attrib AFFX-BioC-3_at 0.004438661932786009 Attrib AFFX-BioC-3_st -0.0058282536133792895 Attrib AFFX-BioC-5_at 0.10670268362242866 Attrib AFFX-BioC-5_st -0.03165476766177972 Attrib AFFX-BioDn-3_at 0.09493574467063608 Attrib AFFX-BioDn-3_st 0.13364119701267976 Attrib AFFX-BioDn-5_at 0.09788011072174933 Attrib AFFX-BioDn-5_st 0.05794975682688199 Attrib AFFX-CreX-3_at 0.05503141752754113 Attrib AFFX-CreX-3_st 0.048350059184213354 Attrib AFFX-CreX-5_at 0.047344905061130406 Attrib AFFX-CreX-5_st -0.031173885406324358 Attrib AFFX-DapX-3_at -0.0219779129892665 Attrib AFFX-DapX-5_at 0.046157672011765884 Attrib AFFX-DapX-M_at 0.0945241868113388 Attrib AFFX-HSAC07/X00351_3_at -0.2055390355018906 Attrib AFFX-HSAC07/X00351_3_st 0.0965169620126648 Attrib AFFX-HSAC07/X00351_5_at -0.16464839357189592 Attrib AFFX-HSAC07/X00351_5_st 0.008280442181115741 Attrib AFFX-HSAC07/X00351_M_at -0.18021172203473854 Attrib AFFX-HSAC07/X00351_M_st 0.040775462723720325 Attrib AFFX-hum_alu_at 0.04990356712757144 Attrib AFFX-HUMGAPDH/M33197_3_at 0.07880189700440723 Attrib AFFX-HUMGAPDH/M33197_3_st 0.0850935351474267 Attrib AFFX-HUMGAPDH/M33197_5_at -0.07684202406941287 Attrib AFFX-HUMGAPDH/M33197_5_st 0.003909149526236696 Attrib AFFX-HUMGAPDH/M33197_M_at -0.09975962608501117 Attrib AFFX-HUMGAPDH/M33197_M_st -0.008218667973204983 Attrib AFFX-HUMISGF3A/M97935_3_at 0.05442752757741883 Attrib AFFX-HUMISGF3A/M97935_5_at 0.030740260711758245 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.07022537540791263 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.03495016538684685 Attrib AFFX-HUMRGE/M10098_3_at -0.005393579560333232 Attrib AFFX-HUMRGE/M10098_5_at 0.04593495941137671 Attrib AFFX-HUMRGE/M10098_M_at -0.05118507735724972 Attrib AFFX-HUMTFRR/M11507_3_at 0.04452108901964277 Attrib AFFX-HUMTFRR/M11507_5_at -0.15748756145231532 Attrib AFFX-HUMTFRR/M11507_M_at -0.03240368523956987 Attrib AFFX-LysX-3_at 0.04334370438565553 Attrib AFFX-LysX-5_at 0.11389181723093811 Attrib AFFX-LysX-M_at 0.05456473088309887 Attrib AFFX-M27830_3_at 0.038025981112267675 Attrib AFFX-M27830_5_at 0.019425944832131274 Attrib AFFX-M27830_M_at 0.03746528226637425 Attrib AFFX-MurFAS_at 0.05258631309695929 Attrib AFFX-MurIL10_at -0.006193428951961358 Attrib AFFX-MurIL2_at -0.07405782609997383 Attrib AFFX-MurIL4_at 0.07773424711612402 Attrib AFFX-PheX-3_at 0.033203124680500413 Attrib AFFX-PheX-5_at 0.12877735826388467 Attrib AFFX-PheX-M_at 0.12659746555881274 Attrib AFFX-ThrX-3_at -0.011678065878379518 Attrib AFFX-ThrX-5_at 0.07071786450232363 Attrib AFFX-ThrX-M_at -0.00634722222445819 Attrib AFFX-TrpnX-3_at 0.11367227289277326 Attrib AFFX-TrpnX-5_at 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AFFX-TrpnX-M_at -0.07603668096181648 Attrib AFFX-YEL002c/WBP1_at -0.09712131841522924 Attrib AFFX-YEL018w/_at -0.05790211326662023 Attrib AFFX-YEL021w/URA3_at -0.2077992731947511 Attrib AFFX-YEL024w/RIP1_at -0.20543314713347655 Sigmoid Node 9 Inputs Weights Threshold -0.026824318762235164 Attrib 1000_at -0.0019463078905842673 Attrib 1001_at -0.0890906618022363 Attrib 1002_f_at -0.09996591327572743 Attrib 1003_s_at -8.867664866267327E-5 Attrib 1004_at -0.006882612285670957 Attrib 1005_at 0.046347979888925285 Attrib 1006_at -0.1182730502447069 Attrib 1007_s_at 0.01790255443153816 Attrib 1008_f_at 0.06666306947520263 Attrib 1009_at -0.06981345185325404 Attrib 100_g_at -0.10457849179996068 Attrib 1010_at -0.04693134264957811 Attrib 1011_s_at -0.08290972419336635 Attrib 1012_at 0.059338421997476236 Attrib 1013_at 0.0221614035579008 Attrib 1014_at -0.09040192382794034 Attrib 1015_s_at -0.04440901357364639 Attrib 1016_s_at 0.03898782145788265 Attrib 1017_at -0.1458118185631355 Attrib 1018_at 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0.04674005816664007 Attrib 1043_s_at 0.03964299618874368 Attrib 1044_s_at -0.16366646892588052 Attrib 1045_s_at -0.03052765737402537 Attrib 1046_at 0.024594686407405888 Attrib 1047_s_at -9.142651129060415E-5 Attrib 1048_at 0.044759664357992265 Attrib 1049_g_at 0.020763388412185134 Attrib 104_at 0.010520813259447903 Attrib 1050_at 0.006231738059282289 Attrib 1051_g_at -0.06447102363874678 Attrib 1052_s_at 0.10965414490865207 Attrib 1053_at -0.005203231605858866 Attrib 1054_at -0.10726941544844791 Attrib 1055_g_at -0.056808720584365736 Attrib 1056_s_at -0.012953588045909268 Attrib 1057_at 0.02181382226622904 Attrib 1058_at -0.02316909898350868 Attrib 1059_at -0.018157824100485966 Attrib 105_at -0.03161579517820255 Attrib 1060_g_at -0.07871102716688566 Attrib 1061_at -0.11917743264986241 Attrib 1062_g_at -0.12443817653292519 Attrib 1063_s_at -0.0245982465237776 Attrib 1064_at 0.030013603616288825 Attrib 1065_at -0.10045848437350871 Attrib 1066_at 0.03754901689432241 Attrib 1067_at 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Attrib 1141_at -0.03815755531528233 Attrib 1142_at -0.03339492336715931 Attrib 1143_s_at 0.0939361878992597 Attrib 1144_at -0.11985026134052931 Attrib 1145_g_at 0.00227492461675838 Attrib 1146_at -0.011286748472950968 Attrib 1147_at 0.016433210027937156 Attrib 1148_s_at -0.005176210999397 Attrib 1149_at -0.03230753464112547 Attrib 114_r_at 0.020680005785037807 Attrib 1150_at -0.19773180988593433 Attrib 1151_at -0.0030347041285064226 Attrib 1152_i_at 0.019715796619804972 Attrib 1153_f_at -0.09182832591044157 Attrib 1154_at -0.007984553304545883 Attrib 1155_at -4.8348625908041184E-4 Attrib 1156_at 0.040818528709832755 Attrib 1157_s_at -0.10325291735687865 Attrib 1158_s_at -0.011000135471642834 Attrib 1159_at -0.031007279421031514 Attrib 115_at 0.10847589826673693 Attrib 1160_at -0.07914189097469332 Attrib 1161_at 0.07744208110164202 Attrib 1162_g_at 0.06628405483788563 Attrib 1163_at 0.15821098723996047 Attrib 1164_at 0.03322503515742923 Attrib 1165_at -0.0840155993863761 Attrib 1166_at 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1079_g_at 0.004448348099026936 Attrib 107_at 0.047060569007786074 Attrib 1080_s_at 0.026246657887939135 Attrib 1081_at 0.03367472795365668 Attrib 1082_at -0.03843605653062494 Attrib 1083_s_at 0.03117391083672918 Attrib 1084_at 0.0011544520450527968 Attrib 1085_s_at 0.048328974408541364 Attrib 1086_at 0.06936051758842267 Attrib 1087_at 0.01675590634335182 Attrib 1088_at 0.03686383740392225 Attrib 1089_i_at 0.046546390220847264 Attrib 108_g_at 0.044698957387595425 Attrib 1090_f_at 0.08337405472351461 Attrib 1091_at -0.03658222095848491 Attrib 1092_at -0.004489028958202363 Attrib 1093_at -0.006483216954689566 Attrib 1094_g_at 0.02755477919817263 Attrib 1095_s_at -0.011411419100026089 Attrib 1096_g_at -0.05694240038281117 Attrib 1097_s_at 0.0054859652381498755 Attrib 1098_at 0.09560866485884087 Attrib 1099_s_at 0.0037986247746751556 Attrib 109_at 0.020900492923748196 Attrib 1100_at -6.131903291772211E-4 Attrib 1101_at 0.07014434613656854 Attrib 1102_s_at 0.0490752580177496 Attrib 1103_at 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-0.004742404959453114 Attrib AFFX-HUMRGE/M10098_5_at 0.0411055808536361 Attrib AFFX-HUMRGE/M10098_M_at 0.019578850120597006 Attrib AFFX-HUMTFRR/M11507_3_at -0.03765211507640826 Attrib AFFX-HUMTFRR/M11507_5_at 0.02411777201757822 Attrib AFFX-HUMTFRR/M11507_M_at -0.030732275825596563 Attrib AFFX-LysX-3_at -0.028313586941363707 Attrib AFFX-LysX-5_at -0.07843908571214622 Attrib AFFX-LysX-M_at 0.03663580305460459 Attrib AFFX-M27830_3_at 0.04367890618628294 Attrib AFFX-M27830_5_at -0.03400778213468955 Attrib AFFX-M27830_M_at 0.005544306935384013 Attrib AFFX-MurFAS_at -0.03970164476639675 Attrib AFFX-MurIL10_at -0.0073338038440594455 Attrib AFFX-MurIL2_at 0.046466573279270736 Attrib AFFX-MurIL4_at -0.01792536192826226 Attrib AFFX-PheX-3_at -0.03356214584869275 Attrib AFFX-PheX-5_at -0.028112146189434726 Attrib AFFX-PheX-M_at -0.030071269855299187 Attrib AFFX-ThrX-3_at -0.046291966610846454 Attrib AFFX-ThrX-5_at -0.01870349290175162 Attrib AFFX-ThrX-M_at -0.061638137829617974 Attrib 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AFFX-ThrX-3_at 0.04477660830253339 Attrib AFFX-ThrX-5_at 0.20798509025599513 Attrib AFFX-ThrX-M_at 0.022352261709843186 Attrib AFFX-TrpnX-3_at 0.11641255601001675 Attrib AFFX-TrpnX-5_at 0.11258414847535206 Attrib AFFX-TrpnX-M_at 0.21141137708378335 Attrib AFFX-YEL002c/WBP1_at 0.06352289041071106 Attrib AFFX-YEL018w/_at 0.01011496815952018 Attrib AFFX-YEL021w/URA3_at 0.07723104654775632 Attrib AFFX-YEL024w/RIP1_at 0.18521622698337128 Class primary_prostate_tumor Input Node 0 Class normal Input Node 1 Time taken to build model: 237.47 seconds Time taken to test model on training data: 0.6 seconds === Error on training data === Correctly Classified Instances 112 90.3226 % Incorrectly Classified Instances 12 9.6774 % Kappa statistic 0.8065 Mean absolute error 0.1379 Root mean squared error 0.2881 Relative absolute error 27.5794 % Root relative squared error 57.6109 % Total Number of Instances 124 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,952 0,145 0,868 0,952 0,908 0,810 0,925 0,920 primary_prostate_tumor 0,855 0,048 0,946 0,855 0,898 0,810 0,925 0,929 normal Weighted Avg. 0,903 0,097 0,907 0,903 0,903 0,810 0,925 0,924 === Confusion Matrix === a b <-- classified as 59 3 | a = primary_prostate_tumor 9 53 | b = normal Time taken to perform cross-validation: 757 seconds === Stratified cross-validation === Correctly Classified Instances 81 65.3226 % Incorrectly Classified Instances 43 34.6774 % Kappa statistic 0.3065 Mean absolute error 0.3538 Root mean squared error 0.5037 Relative absolute error 70.7404 % Root relative squared error 100.7208 % Total Number of Instances 124 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,694 0,387 0,642 0,694 0,667 0,307 0,714 0,723 primary_prostate_tumor 0,613 0,306 0,667 0,613 0,639 0,307 0,714 0,657 normal Weighted Avg. 0,653 0,347 0,654 0,653 0,653 0,307 0,714 0,690 === Confusion Matrix === a b <-- classified as 43 19 | a = primary_prostate_tumor 24 38 | b = normal