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 0.08198806757523464 Node 2 -0.42906162412235244 Node 3 1.6922409675357764 Node 4 -0.4186141205392022 Node 5 -0.9687815389093163 Node 6 1.4997809327070137 Node 7 -0.6522180172780824 Node 8 1.4007222493732985 Node 9 -0.15388264046142047 Node 10 -1.3549561472496763 Node 11 -1.2683460106806301 Sigmoid Node 1 Inputs Weights Threshold -0.10742808060916345 Node 2 0.3717732385441096 Node 3 -1.6642384412162936 Node 4 0.4219766425210584 Node 5 0.9739096228783908 Node 6 -1.525957448426274 Node 7 0.7030392104555512 Node 8 -1.3780499148967331 Node 9 0.1402555000397357 Node 10 1.388949274964349 Node 11 1.2523958057069706 Sigmoid Node 2 Inputs Weights Threshold 0.04717392373861851 Attrib 1007_s_at -0.020938381586859796 Attrib 1053_at 0.04755873494321633 Attrib 117_at 0.03286603910972912 Attrib 121_at -0.025495767438454886 Attrib 1255_g_at -0.017671882744351976 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Attrib 200870_at 0.038368446677299016 Attrib 200871_s_at 0.04957670301592528 Attrib 200872_at -0.0033074017154677378 Attrib 200873_s_at -0.01019315506102927 Attrib 200874_s_at 0.010196112896805979 Attrib 200875_s_at 0.01175325081680752 Attrib 200876_s_at 2.5121519988061027E-4 Attrib 200877_at 0.00623533209456561 Attrib 200878_at -9.69277196892022E-4 Attrib 200879_s_at -0.013069651604994308 Attrib 200880_at 0.04286816555228878 Attrib 200881_s_at -0.015859028473603376 Attrib 200882_s_at 0.04512500815030924 Attrib 200883_at -0.04559338064760296 Attrib 200884_at 0.01124306667722736 Attrib 200885_at 0.020671700694432162 Attrib 200886_s_at -0.027550593333101867 Attrib 200887_s_at 0.04637207131095706 Attrib 200888_s_at -0.02150285024271571 Attrib 200889_s_at 0.026896812182761756 Attrib 200890_s_at -0.01061267719267174 Attrib 200891_s_at -0.001520626747382391 Attrib 200892_s_at -0.013635199981445426 Attrib 200893_at -0.03146745696346336 Attrib 200894_s_at -0.007093775800244029 Attrib 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Attrib 200823_x_at 0.04496125269275496 Attrib 200824_at -0.033281005855420244 Attrib 200825_s_at 0.046411308560064445 Attrib 200826_at 0.036868589834726594 Attrib 200827_at -0.028240596888393938 Attrib 200828_s_at 0.0335575806399059 Attrib 200829_x_at 0.03595489439211933 Attrib 200830_at 0.02818928923691019 Attrib 200831_s_at 0.006652016882858635 Attrib 200832_s_at -0.004713807235117458 Attrib 200833_s_at -0.034399876376464494 Attrib 200834_s_at -0.04571033018278027 Attrib 200835_s_at 0.024581083963270377 Attrib 200836_s_at 0.01586350594944313 Attrib 200837_at 6.82704260672401E-4 Attrib 200838_at 0.04515847291419869 Attrib 200839_s_at -2.509469931876265E-4 Attrib 200840_at 0.0037028788889561376 Attrib 200841_s_at -0.0242131672820276 Attrib 200842_s_at -0.03855745624348179 Attrib 200843_s_at -0.017393539151534944 Attrib 200844_s_at 9.425208416558586E-4 Attrib 200845_s_at 0.013693089019941571 Attrib 200846_s_at -0.0361852781420848 Attrib 200847_s_at -0.023187927707581706 Attrib 200848_at 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Attrib 200899_s_at 0.025601668052963357 Attrib 200900_s_at -0.031663423581161525 Attrib 200901_s_at -0.04422678196214043 Attrib 200902_at -0.03152320245363085 Attrib 200903_s_at 0.011712608175934568 Attrib 200904_at -0.029106935550864275 Attrib 200905_x_at 0.014750183188362912 Attrib 200906_s_at -0.029270089754497297 Attrib 200907_s_at 0.04289515416741464 Attrib 200908_s_at 0.03982992239883249 Attrib 200909_s_at 0.008218861813457634 Attrib 200910_at -0.033204616807732144 Attrib 200911_s_at 0.021546301794431528 Attrib 200912_s_at 0.031087809859055 Attrib 200913_at 0.018399858634122437 Attrib 200914_x_at 0.03538359157090856 Attrib 200915_x_at -0.0013347712050894526 Attrib 200916_at -0.013742066153692209 Attrib 200917_s_at 0.04464095489599247 Attrib 200918_s_at 0.013530217842862015 Attrib 200919_at 0.048293911962655776 Attrib 200920_s_at -0.014000531160731132 Attrib 200921_s_at 0.005547422095798036 Attrib 200922_at -0.03835673726285432 Attrib 200923_at -0.02704259959191074 Attrib 200924_s_at 0.005533553725065597 Attrib 200925_at 0.014162320743445818 Attrib 200926_at 0.01593760033797967 Attrib 200927_s_at 0.04893102554597706 Attrib 200928_s_at -0.048173515675093564 Attrib 200929_at 0.02543133009670378 Attrib 200930_s_at 0.0020809084937949626 Attrib 200931_s_at -0.007356899090881561 Attrib 200932_s_at -0.01303475664834307 Attrib 200933_x_at -0.029270740401143372 Attrib 200934_at 0.039566402475950856 Attrib 200935_at -0.045103026073997 Attrib 200936_at -0.04035247512921819 Attrib 200937_s_at -0.02854464502448036 Attrib 200938_s_at 0.029037468787079277 Attrib 200939_s_at 0.013476564589979733 Attrib 200940_s_at -0.03218815170024002 Attrib 200941_at -0.04994049683932321 Attrib 200942_s_at 0.049206231600305184 Attrib 200943_at -0.03704497541167039 Attrib 200944_s_at -0.03867089338230564 Attrib 200945_s_at 0.009651766813934643 Attrib 200946_x_at -0.03359444108125266 Attrib 200947_s_at 0.009695137910572024 Attrib 200948_at -0.0375845339185363 Attrib 200949_x_at 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-0.007996678042894754 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.039770091589998745 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.01598525112977311 Attrib AFFX-HUMRGE/M10098_3_at 0.04413425077325456 Attrib AFFX-HUMRGE/M10098_5_at 0.002151541804104396 Attrib AFFX-HUMRGE/M10098_M_at -0.03732617060363743 Attrib AFFX-LysX-3_at 0.026767455248462756 Attrib AFFX-LysX-5_at -0.031800217546110045 Attrib AFFX-LysX-M_at -7.825471555016111E-4 Attrib AFFX-M27830_3_at -0.010545694022008395 Attrib AFFX-M27830_5_at -0.028579897416527462 Attrib AFFX-M27830_M_at -0.02842690363812081 Attrib AFFX-PheX-3_at -0.013385782812565656 Attrib AFFX-PheX-5_at 0.002396111003382924 Attrib AFFX-PheX-M_at 0.013702146628777048 Attrib AFFX-r2-Bs-dap-3_at -0.02376341025785721 Attrib AFFX-r2-Bs-dap-5_at 0.03628786489752511 Attrib AFFX-r2-Bs-dap-M_at 0.007473576290777983 Attrib AFFX-r2-Bs-lys-3_at -0.01785066928430773 Attrib AFFX-r2-Bs-lys-5_at 0.0063166925887281275 Attrib AFFX-r2-Bs-lys-M_at 0.006547552202598011 Attrib AFFX-r2-Bs-phe-3_at 0.047467934021402466 Attrib AFFX-r2-Bs-phe-5_at -0.01749253699072141 Attrib AFFX-r2-Bs-phe-M_at 0.007397609192691324 Attrib AFFX-r2-Bs-thr-3_s_at 0.01922506449393975 Attrib AFFX-r2-Bs-thr-5_s_at -0.040974609418564234 Attrib AFFX-r2-Bs-thr-M_s_at 0.03293257377443291 Attrib AFFX-r2-Ec-bioB-3_at -0.02496645988880165 Attrib AFFX-r2-Ec-bioB-5_at -0.01632895805851699 Attrib AFFX-r2-Ec-bioB-M_at 0.026732912812609384 Attrib AFFX-r2-Ec-bioC-3_at 0.028025147779882437 Attrib AFFX-r2-Ec-bioC-5_at 0.041223069536073714 Attrib AFFX-r2-Ec-bioD-3_at -0.036775479052673456 Attrib AFFX-r2-Ec-bioD-5_at 0.00887551448488597 Attrib AFFX-r2-P1-cre-3_at -0.044054124261518925 Attrib AFFX-r2-P1-cre-5_at -0.043546558382104576 Attrib AFFX-ThrX-3_at 0.04653520088011569 Attrib AFFX-ThrX-5_at 0.0113728870953215 Attrib AFFX-ThrX-M_at 0.028034247669205627 Attrib AFFX-TrpnX-3_at 0.030941817944134604 Attrib AFFX-TrpnX-5_at 0.02948048504560911 Attrib AFFX-TrpnX-M_at -0.008719301499270278 Sigmoid Node 6 Inputs Weights 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Attrib 200885_at 0.01307700993435937 Attrib 200886_s_at 0.04678202453010061 Attrib 200887_s_at -0.015315532294594002 Attrib 200888_s_at 0.013972715150322996 Attrib 200889_s_at 0.045523707560972036 Attrib 200890_s_at 0.05213119333888598 Attrib 200891_s_at 0.03716237412099685 Attrib 200892_s_at 0.014036754303749541 Attrib 200893_at -0.04820726983631938 Attrib 200894_s_at -0.04183558816827489 Attrib 200895_s_at 0.04500540109530196 Attrib 200896_x_at -0.028355402966965624 Attrib 200897_s_at -0.031624946138897075 Attrib 200898_s_at -0.02856728573977125 Attrib 200899_s_at 0.0015686605768790599 Attrib 200900_s_at 0.02621973423926668 Attrib 200901_s_at 0.02077523452222916 Attrib 200902_at -0.0039518559316973605 Attrib 200903_s_at 0.03450613954479486 Attrib 200904_at -0.02007029496126453 Attrib 200905_x_at -0.049343105615631384 Attrib 200906_s_at -0.050077458712700806 Attrib 200907_s_at -0.019946501758804226 Attrib 200908_s_at -0.012302307040701536 Attrib 200909_s_at 0.04760677586766698 Attrib 200910_at -0.03288922378898525 Attrib 200911_s_at -0.04502909408155179 Attrib 200912_s_at 0.030361804452161967 Attrib 200913_at 0.04586610787063725 Attrib 200914_x_at 0.035074237817898826 Attrib 200915_x_at 0.01922844843014605 Attrib 200916_at -0.04010663465720207 Attrib 200917_s_at -0.025663733630142283 Attrib 200918_s_at -0.028101996149324 Attrib 200919_at 0.034313535863799025 Attrib 200920_s_at -0.04811006189671803 Attrib 200921_s_at -0.01857742131277749 Attrib 200922_at -8.196941279304595E-4 Attrib 200923_at -0.014071907392500645 Attrib 200924_s_at 0.009968099589477732 Attrib 200925_at 0.01504300012698054 Attrib 200926_at 0.014014110488748312 Attrib 200927_s_at -0.0033027716143919725 Attrib 200928_s_at 0.007134775711126824 Attrib 200929_at 0.015000322038485024 Attrib 200930_s_at 0.009878270338954527 Attrib 200931_s_at 0.031842992193851276 Attrib 200932_s_at -0.023507584936682757 Attrib 200933_x_at 0.021606810581161852 Attrib 200934_at 0.02439199631201071 Attrib 200935_at 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Attrib 201011_at -0.0010140795024794463 Attrib 201012_at -0.007298469990627698 Attrib 201013_s_at 0.013620881526662116 Attrib 201014_s_at 0.01601635596135181 Attrib 201015_s_at -0.04175468834997853 Attrib 201016_at -0.04587774859593173 Attrib 201017_at -0.019511333903302935 Attrib 201018_at -0.008404520547122757 Attrib 201019_s_at -0.030986503781468527 Attrib 201020_at -0.03399742136331032 Attrib 201021_s_at -0.023396272356704207 Attrib 201022_s_at 0.03631176643979885 Attrib 201023_at -0.03472948289095244 Attrib 201024_x_at -0.04271574846717464 Attrib 201025_at 0.04584520895258047 Attrib 201026_at 0.021232294539458303 Attrib 201027_s_at -0.026707503541792982 Attrib 201028_s_at -0.0023749459770757496 Attrib 201029_s_at -0.017139221208630494 Attrib 201030_x_at -0.003339319771855788 Attrib 201031_s_at -0.046167079428710116 Attrib 201032_at -0.02410644394548544 Attrib 201033_x_at -0.0095781853622014 Attrib 201034_at -0.029741757330217205 Attrib 201035_s_at -0.04503043943878735 Attrib 201036_s_at -0.0095827864991566 Attrib 201037_at 0.007376233934563906 Attrib 201038_s_at -0.057240246535463085 Attrib 201039_s_at 0.007350977187933898 Attrib 201040_at 0.034098554491612386 Attrib 201041_s_at -0.012945171251261042 Attrib 201042_at 0.013737518021515353 Attrib 201043_s_at 0.019589257177236342 Attrib 201044_x_at -0.019330294540081124 Attrib 201045_s_at -0.013765562067149706 Attrib 201046_s_at -0.005742654633803389 Attrib 201047_x_at -0.006062232728438212 Attrib 201048_x_at 0.01940949157133436 Attrib 201049_s_at 0.0024425567787211334 Attrib 201050_at -0.03616013120762226 Attrib 201051_at -0.017500041142082142 Attrib 201052_s_at 0.04693864282492444 Attrib 201053_s_at 0.02791049372171921 Attrib 201054_at -0.014906956502767481 Attrib 201055_s_at 0.01132012773569181 Attrib 201056_at 0.022404344819988466 Attrib 201057_s_at -0.014858092663038615 Attrib 201058_s_at -0.00876031556634836 Attrib 201059_at -0.047577971769737465 Attrib 201060_x_at 0.048086522494405905 Attrib 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200754_x_at -0.007941821776441128 Attrib 200755_s_at 0.04374775264861081 Attrib 200756_x_at -0.006757213124221093 Attrib 200757_s_at -0.04879012001522702 Attrib 200758_s_at -0.022158011178765313 Attrib 200759_x_at 0.033560467275054726 Attrib 200760_s_at 0.04633421790447677 Attrib 200761_s_at 0.005695168025015464 Attrib 200762_at -0.012568973686908156 Attrib 200763_s_at 0.03790989327744328 Attrib 200764_s_at 0.04373833902734823 Attrib 200765_x_at -0.028778229970923264 Attrib 200766_at -0.0424845421461903 Attrib 200767_s_at -0.030698877850954848 Attrib 200768_s_at 4.080128450370674E-4 Attrib 200769_s_at -0.025385687044558986 Attrib 200770_s_at -0.03871282451964357 Attrib 200771_at -0.04745206607299861 Attrib 200772_x_at -0.02693015099343014 Attrib 200773_x_at 0.03990626945594913 Attrib 200774_at -0.02129940602532497 Attrib 200775_s_at 0.022557822254800085 Attrib 200776_s_at 0.03803338361786101 Attrib 200777_s_at -0.01270398832194837 Attrib 200778_s_at 0.006878043507824764 Attrib 200779_at 0.04749295290998519 Attrib 200780_x_at -0.011561262912658776 Attrib 200781_s_at 0.03309032142979216 Attrib 200782_at -0.03799480217186265 Attrib 200783_s_at 0.040875602610419316 Attrib 200784_s_at 0.017757259646652986 Attrib 200785_s_at 0.023964237589185707 Attrib 200786_at -0.019755028155166544 Attrib 200787_s_at -0.03470687498324372 Attrib 200788_s_at -0.03613472467762018 Attrib 200789_at 0.017892735033513317 Attrib 200790_at -6.749400261537675E-4 Attrib 200791_s_at -0.04883824630110107 Attrib 200792_at -0.006556567602392111 Attrib 200793_s_at -0.03709595340600971 Attrib 200794_x_at -0.041423675255557214 Attrib 200795_at 0.00879838693316542 Attrib 200796_s_at 0.01274520653182478 Attrib 200797_s_at -0.030151686374077964 Attrib 200798_x_at -0.05019764193504588 Attrib 200799_at -0.01665759199404057 Attrib 200800_s_at -0.037531798961822106 Attrib 200801_x_at 0.006683357605508381 Attrib 200802_at 0.03416964013206782 Attrib 200803_s_at -0.03509575596735858 Attrib 200804_at 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Attrib 200980_s_at 0.018918066707256497 Attrib 200981_x_at -0.04585743722411608 Attrib 200982_s_at -0.04882227260281326 Attrib 200983_x_at -0.009446510116109898 Attrib 200984_s_at 0.007637795687165079 Attrib 200985_s_at -0.029289129451427358 Attrib 200986_at 0.004537252940886978 Attrib 200987_x_at -0.018879335979012236 Attrib 200988_s_at -0.015286108868145172 Attrib 200989_at -0.015761632772199535 Attrib 200990_at -0.011049567311048374 Attrib 200991_s_at 0.026106413123648357 Attrib 200992_at -0.024846433416862622 Attrib 200993_at -0.03430033665875592 Attrib 200994_at -0.019844325920553296 Attrib 200995_at 0.018946153348324748 Attrib 200996_at 0.040455368284720156 Attrib 200997_at -0.02557196085362786 Attrib 200998_s_at -0.04262386039736801 Attrib 200999_s_at 0.04320241232910847 Attrib 201000_at 0.036439214209604255 Attrib 201001_s_at -0.03725371843369517 Attrib 201002_s_at -0.006860360711341705 Attrib 201003_x_at -0.022552993321773386 Attrib 201004_at 0.02803025345490936 Attrib 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Attrib 200756_x_at -9.287001256622577E-4 Attrib 200757_s_at 0.00374236951621899 Attrib 200758_s_at -0.002791240303100089 Attrib 200759_x_at -0.04539565648207256 Attrib 200760_s_at -0.002039432183125492 Attrib 200761_s_at 0.032925431015224486 Attrib 200762_at -0.0011289255961113487 Attrib 200763_s_at 0.009886918640673792 Attrib 200764_s_at 0.04045609013297658 Attrib 200765_x_at 3.352847501102068E-4 Attrib 200766_at 0.03307478809406749 Attrib 200767_s_at -0.01446312196751443 Attrib 200768_s_at -0.02388781527001481 Attrib 200769_s_at 0.030388394926507085 Attrib 200770_s_at -0.03026469444763776 Attrib 200771_at -0.0016662305173774212 Attrib 200772_x_at -0.014477570095472115 Attrib 200773_x_at 0.0012870349791627037 Attrib 200774_at -0.0037775457451751076 Attrib 200775_s_at 0.02044498369183427 Attrib 200776_s_at 0.0458149732696064 Attrib 200777_s_at -0.0017686437518438887 Attrib 200778_s_at 0.01618078252220835 Attrib 200779_at -0.014334981834788487 Attrib 200780_x_at -0.0031660545230064664 Attrib 200781_s_at -0.023555401276250307 Attrib 200782_at 0.045044003476413644 Attrib 200783_s_at 0.009945401764536156 Attrib 200784_s_at 0.004786771317342324 Attrib 200785_s_at 0.039774841122073225 Attrib 200786_at 0.027912592704966193 Attrib 200787_s_at -0.017891857988087623 Attrib 200788_s_at 0.04180305973230177 Attrib 200789_at -0.03481075465692715 Attrib 200790_at 0.00543171115057462 Attrib 200791_s_at 0.012491856782083212 Attrib 200792_at 0.05129774887324012 Attrib 200793_s_at 0.05188923080826392 Attrib 200794_x_at -0.030728473528239847 Attrib 200795_at 0.008116554118482442 Attrib 200796_s_at 0.018068406973093663 Attrib 200797_s_at 0.04235451094466954 Attrib 200798_x_at 0.027647636894888188 Attrib 200799_at 0.006906778864929132 Attrib 200800_s_at -2.2668907671184453E-4 Attrib 200801_x_at 0.025769521552720755 Attrib 200802_at 0.031710253844365176 Attrib 200803_s_at 0.032613168862763144 Attrib 200804_at 0.031117297853256835 Attrib 200805_at -0.035467531943075725 Attrib 200806_s_at 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Attrib 200832_s_at -0.0067086866384616795 Attrib 200833_s_at -0.0415628479663376 Attrib 200834_s_at 0.022645904378130667 Attrib 200835_s_at 0.023817550597458482 Attrib 200836_s_at -0.04533176004807012 Attrib 200837_at -0.035854792546240584 Attrib 200838_at 0.008267346804409884 Attrib 200839_s_at -0.001509439833486035 Attrib 200840_at -0.01568968978056242 Attrib 200841_s_at -0.029667271684847535 Attrib 200842_s_at -0.018313082944105778 Attrib 200843_s_at -0.023905031467248348 Attrib 200844_s_at 0.04946942801317678 Attrib 200845_s_at 0.045281207830382086 Attrib 200846_s_at -0.02325918874804405 Attrib 200847_s_at 0.028948472555063658 Attrib 200848_at 0.017492864326465043 Attrib 200849_s_at -0.01245170892075353 Attrib 200850_s_at -0.004169061274436428 Attrib 200851_s_at 0.008383634659901022 Attrib 200852_x_at -0.0072620879054046215 Attrib 200853_at 0.005554084398703403 Attrib 200854_at -0.010197048022636797 Attrib 200855_at -0.0065822685864473105 Attrib 200856_x_at -0.04418027058189403 Attrib 200857_s_at 0.017853074240790193 Attrib 200858_s_at 0.027448078818727652 Attrib 200859_x_at -0.022586938408348346 Attrib 200860_s_at 0.035675474769880686 Attrib 200861_at -3.5090315753648956E-4 Attrib 200862_at 0.009135206964157391 Attrib 200863_s_at -0.03847399529628643 Attrib 200864_s_at 0.02545578645309657 Attrib 200865_at 0.03201654532862604 Attrib 200866_s_at 0.01719867202994904 Attrib 200867_at 0.024659985441314997 Attrib 200868_s_at -0.0450221043272037 Attrib 200869_at -0.03784869191751164 Attrib 200870_at -0.006487899170179667 Attrib 200871_s_at -0.044178626924642105 Attrib 200872_at -0.04692745117410193 Attrib 200873_s_at 0.0029926780011788447 Attrib 200874_s_at -0.035214719103027974 Attrib 200875_s_at 0.01481124912984231 Attrib 200876_s_at 0.031202704605717314 Attrib 200877_at -0.04324905170834839 Attrib 200878_at -0.006049725711073916 Attrib 200879_s_at -0.028164436223773258 Attrib 200880_at 0.005704793759011948 Attrib 200881_s_at -0.03464914263144297 Attrib 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Attrib 200983_x_at 0.03740331690005253 Attrib 200984_s_at -0.009369088796890293 Attrib 200985_s_at -0.0014633063508795246 Attrib 200986_at -0.03894935350194944 Attrib 200987_x_at 0.04577111463123696 Attrib 200988_s_at 0.03224169064627832 Attrib 200989_at 0.048362997530490524 Attrib 200990_at -0.04211764410250509 Attrib 200991_s_at -0.035131558561616136 Attrib 200992_at -0.027887249384226126 Attrib 200993_at -0.042063420583240495 Attrib 200994_at -0.017247052384334 Attrib 200995_at -0.020145914162325737 Attrib 200996_at -0.019594174504918682 Attrib 200997_at -0.031053886229839536 Attrib 200998_s_at 0.020609663010962162 Attrib 200999_s_at -0.04433274203066972 Attrib 201000_at -0.011983288831606818 Attrib 201001_s_at 0.028115441147694244 Attrib 201002_s_at -0.05034015927280977 Attrib 201003_x_at -0.03891824870877247 Attrib 201004_at 0.031211494842969065 Attrib 201005_at -0.01638467826077425 Attrib 201006_at 0.03776834784547332 Attrib 201007_at 0.004392121646812697 Attrib 201008_s_at 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Attrib 201084_s_at 0.010808440224382343 Attrib 201085_s_at -0.04592049432538963 Attrib 201086_x_at 0.008554797172135212 Attrib 201087_at -0.0404506215876581 Attrib 201088_at -0.039339795670401204 Attrib 201089_at 0.04103097182809764 Attrib 201090_x_at -0.02517881570370467 Attrib 201091_s_at 0.029536419488785635 Attrib 201092_at -0.05030180287991523 Attrib 201093_x_at -0.02058048092093454 Attrib 201094_at -0.009832807620673449 Attrib 201095_at -0.02324406794332044 Attrib 201096_s_at -0.00981022011390406 Attrib 201097_s_at 0.045889299487642185 Attrib 201098_at -0.02827748223547074 Attrib 201099_at 0.047846690586272445 Attrib 201100_s_at 0.04709279027827695 Attrib 201101_s_at 0.03303796145845928 Attrib 201102_s_at -0.017697496756930758 Attrib 201103_x_at -0.014293027257592392 Attrib 201104_x_at -0.013745485790750122 Attrib 201105_at 0.0072172530583127555 Attrib 201106_at -0.0072508372454186416 Attrib 201107_s_at -0.024661006934375874 Attrib 201108_s_at -0.01955105350949266 Attrib 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200770_s_at 0.006433267763547742 Attrib 200771_at 0.014379012872306585 Attrib 200772_x_at 0.03325763280901771 Attrib 200773_x_at -0.023402099207185435 Attrib 200774_at -0.02520521294384267 Attrib 200775_s_at -0.01952577353587356 Attrib 200776_s_at -0.023825941823859487 Attrib 200777_s_at -0.02175358535093931 Attrib 200778_s_at -0.03342685727884587 Attrib 200779_at -0.03559835324260466 Attrib 200780_x_at 0.020915435128411337 Attrib 200781_s_at -0.03206664843226702 Attrib 200782_at 0.0179491731856644 Attrib 200783_s_at -0.007850222814557679 Attrib 200784_s_at -0.021082464026114058 Attrib 200785_s_at -0.015022141522321574 Attrib 200786_at -0.043476564022803685 Attrib 200787_s_at 0.03786361028343602 Attrib 200788_s_at 0.04245066786786746 Attrib 200789_at -0.008382933930688048 Attrib 200790_at -0.01210171074379679 Attrib 200791_s_at 0.0026845773457901683 Attrib 200792_at 0.04652508658372953 Attrib 200793_s_at 0.00695340031367832 Attrib 200794_x_at -0.02761643764538629 Attrib 200795_at 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Attrib 200821_at 0.03812611074398558 Attrib 200822_x_at 0.013601026536439553 Attrib 200823_x_at -0.0020726455288019546 Attrib 200824_at 0.02492823955023531 Attrib 200825_s_at -0.018919482707221148 Attrib 200826_at -0.046801056395200366 Attrib 200827_at -0.03737231200469511 Attrib 200828_s_at 0.022407767925012163 Attrib 200829_x_at 0.034987111367780106 Attrib 200830_at -0.021329420493767938 Attrib 200831_s_at 0.033129309938746875 Attrib 200832_s_at -0.042687007290788156 Attrib 200833_s_at -0.04766000729025573 Attrib 200834_s_at 0.039502751424947365 Attrib 200835_s_at -0.05121244375272565 Attrib 200836_s_at 0.015648247541449205 Attrib 200837_at -0.032336201056269255 Attrib 200838_at -0.024404193282697176 Attrib 200839_s_at -0.041047240209506536 Attrib 200840_at -0.007616400488028198 Attrib 200841_s_at 0.02179603739983254 Attrib 200842_s_at 0.03655247057496502 Attrib 200843_s_at 0.014827825810163219 Attrib 200844_s_at -0.048492866992403356 Attrib 200845_s_at 0.02700190121758088 Attrib 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Attrib 200884_at 0.03482147805471038 Attrib 200885_at -0.03295371095814062 Attrib 200886_s_at -0.04017491295778756 Attrib 200887_s_at -0.022061217804411674 Attrib 200888_s_at -0.014950668549924738 Attrib 200889_s_at -0.04165576504295018 Attrib 200890_s_at -0.048587876888417716 Attrib 200891_s_at -0.0032795484477168824 Attrib 200892_s_at 0.017991803647173062 Attrib 200893_at -0.01691723454544265 Attrib 200894_s_at 0.044373652930510404 Attrib 200895_s_at -0.020251876199045497 Attrib 200896_x_at -0.02001188331883396 Attrib 200897_s_at -0.008407830917650518 Attrib 200898_s_at 0.03799555033832789 Attrib 200899_s_at -0.04621355051535913 Attrib 200900_s_at -0.026564416316437554 Attrib 200901_s_at 0.032901250968209145 Attrib 200902_at -0.01787804441932736 Attrib 200903_s_at 0.031774444984501576 Attrib 200904_at -0.007495688993390032 Attrib 200905_x_at 0.04368280874962895 Attrib 200906_s_at 0.031970750662874636 Attrib 200907_s_at 0.012812396100739379 Attrib 200908_s_at -0.03915839361100129 Attrib 200909_s_at -0.017140694129158297 Attrib 200910_at 0.017853876162611165 Attrib 200911_s_at -0.01604169454947772 Attrib 200912_s_at -0.011180211302539501 Attrib 200913_at -0.04771592298750744 Attrib 200914_x_at -0.05617549891692107 Attrib 200915_x_at 0.03934581483944824 Attrib 200916_at -0.03191907651690084 Attrib 200917_s_at 0.01699913569986017 Attrib 200918_s_at 0.009357180245622036 Attrib 200919_at -0.038590291428727774 Attrib 200920_s_at -0.014047915098388875 Attrib 200921_s_at 3.510522798986608E-4 Attrib 200922_at -0.04868869083849209 Attrib 200923_at 0.020740107645446468 Attrib 200924_s_at 0.002341293063457657 Attrib 200925_at -0.0070372648085363304 Attrib 200926_at 0.033665982447849345 Attrib 200927_s_at 0.009466622911874363 Attrib 200928_s_at 0.041314587104719094 Attrib 200929_at 0.04016162882901548 Attrib 200930_s_at 0.027621981574668268 Attrib 200931_s_at -0.052945275424609764 Attrib 200932_s_at -0.0010447107620493 Attrib 200933_x_at 0.04000297733394467 Attrib 200934_at 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Attrib 200985_s_at 0.004701100648487615 Attrib 200986_at -0.0435011964939022 Attrib 200987_x_at -0.002018024487733466 Attrib 200988_s_at -0.008202675736554327 Attrib 200989_at 0.04247401566606088 Attrib 200990_at -0.048269960834111156 Attrib 200991_s_at 0.0468553002534955 Attrib 200992_at 0.020410803728293497 Attrib 200993_at 0.04134830514830439 Attrib 200994_at 0.006350952010654876 Attrib 200995_at -0.023036661432939146 Attrib 200996_at 0.0072472216443914585 Attrib 200997_at -0.013058434090032657 Attrib 200998_s_at -0.0022235277465581845 Attrib 200999_s_at -0.009156940444244513 Attrib 201000_at -0.013727779985358679 Attrib 201001_s_at -0.04771425679151369 Attrib 201002_s_at 0.023516452607440702 Attrib 201003_x_at 0.03909791273829116 Attrib 201004_at 0.026734339643130444 Attrib 201005_at 0.00600090515948315 Attrib 201006_at 0.0038510842217370613 Attrib 201007_at 0.026394769813318262 Attrib 201008_s_at 0.00786944468817035 Attrib 201009_s_at 0.042311547591156476 Attrib 201010_s_at 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Attrib 200882_s_at 0.025542132362253996 Attrib 200883_at 0.03758746594156828 Attrib 200884_at -0.03854388760150162 Attrib 200885_at -0.012738928616025972 Attrib 200886_s_at 0.03886431642650451 Attrib 200887_s_at 0.01476540751326853 Attrib 200888_s_at -0.04057536659066229 Attrib 200889_s_at -0.04826044001797508 Attrib 200890_s_at 0.0273539272103804 Attrib 200891_s_at -0.021846788189106802 Attrib 200892_s_at 0.0056231620410530534 Attrib 200893_at -0.018414782689106693 Attrib 200894_s_at 0.0337683775742975 Attrib 200895_s_at 0.03872880354176816 Attrib 200896_x_at 0.03300427401793871 Attrib 200897_s_at 0.009616538301052023 Attrib 200898_s_at -0.029853504954743173 Attrib 200899_s_at 0.042499833282828525 Attrib 200900_s_at 0.050957568875408116 Attrib 200901_s_at 0.010006059394124262 Attrib 200902_at 0.04723209297151481 Attrib 200903_s_at 0.043191926861084355 Attrib 200904_at 0.01918213566535325 Attrib 200905_x_at 0.020258584625049904 Attrib 200906_s_at -0.04769395657393761 Attrib 200907_s_at 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Attrib AFFX-r2-Bs-lys-3_at 0.008556920536323426 Attrib AFFX-r2-Bs-lys-5_at 0.01527739093713386 Attrib AFFX-r2-Bs-lys-M_at 0.006854693244833179 Attrib AFFX-r2-Bs-phe-3_at 0.0407044094415219 Attrib AFFX-r2-Bs-phe-5_at 0.016394295504708473 Attrib AFFX-r2-Bs-phe-M_at -0.03743064535166093 Attrib AFFX-r2-Bs-thr-3_s_at 0.028432813444083563 Attrib AFFX-r2-Bs-thr-5_s_at -0.013126837455775925 Attrib AFFX-r2-Bs-thr-M_s_at 0.027582854408021124 Attrib AFFX-r2-Ec-bioB-3_at 5.087360898552994E-4 Attrib AFFX-r2-Ec-bioB-5_at -0.015563808674542602 Attrib AFFX-r2-Ec-bioB-M_at 0.031986463994521874 Attrib AFFX-r2-Ec-bioC-3_at -0.017052617847025543 Attrib AFFX-r2-Ec-bioC-5_at 0.034309164415705036 Attrib AFFX-r2-Ec-bioD-3_at -0.04493072441422784 Attrib AFFX-r2-Ec-bioD-5_at 0.041736719263834245 Attrib AFFX-r2-P1-cre-3_at 0.01843029379098747 Attrib AFFX-r2-P1-cre-5_at 0.04770269040661322 Attrib AFFX-ThrX-3_at 0.029223006625834512 Attrib AFFX-ThrX-5_at -0.005211507941775247 Attrib AFFX-ThrX-M_at -0.010051195451341602 Attrib AFFX-TrpnX-3_at 0.05005264091096425 Attrib AFFX-TrpnX-5_at -0.018704733440315754 Attrib AFFX-TrpnX-M_at -0.03349938692814836 Class normal Input Node 0 Class tumoral Input Node 1 Time taken to build model: 231.76 seconds Time taken to test model on training data: 0.36 seconds === Error on training data === Correctly Classified Instances 12 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0111 Root mean squared error 0.0132 Relative absolute error 2.2241 % Root relative squared error 2.6445 % Total Number of Instances 12 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 6 0 | a = normal 0 6 | b = tumoral Time taken to perform cross-validation: 589.43 seconds === Stratified cross-validation === Correctly Classified Instances 8 66.6667 % Incorrectly Classified Instances 4 33.3333 % Kappa statistic 0.3333 Mean absolute error 0.3014 Root mean squared error 0.4586 Relative absolute error 60.27 % Root relative squared error 91.721 % Total Number of Instances 12 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,833 0,500 0,625 0,833 0,714 0,354 0,861 0,897 normal 0,500 0,167 0,750 0,500 0,600 0,354 0,861 0,877 tumoral Weighted Avg. 0,667 0,333 0,688 0,667 0,657 0,354 0,861 0,887 === Confusion Matrix === a b <-- classified as 5 1 | a = normal 3 3 | b = tumoral