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 1.6889754934013963 Node 2 -0.3530216615264715 Node 3 -0.7134429968159504 Node 4 -1.0263508676547788 Node 5 -0.5999158412953599 Node 6 -1.6515342223374683 Node 7 -0.842358018572269 Node 8 -0.9895578787402519 Node 9 -0.8041964108289056 Node 10 -1.2542254391898784 Node 11 2.9262199383092193 Sigmoid Node 1 Inputs Weights Threshold -1.6712762155546128 Node 2 0.33683376040526203 Node 3 0.7132077176012951 Node 4 0.9970353527404554 Node 5 0.6122378607660182 Node 6 1.6364390507766367 Node 7 0.8163088851283186 Node 8 1.006894005917885 Node 9 0.8510316773678206 Node 10 1.2518725104148505 Node 11 -2.9462665474399974 Sigmoid Node 2 Inputs Weights Threshold -0.034257284774040574 Attrib 1007_s_at 0.007551518942924768 Attrib 1053_at -0.01613059205629831 Attrib 117_at -0.019194773742848528 Attrib 121_at -0.03004349936888246 Attrib 1255_g_at -0.04084997971596655 Attrib 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200714_x_at -0.026937918051815227 Attrib 200715_x_at 0.042936683906051716 Attrib 200716_x_at 0.036570049321832186 Attrib 200717_x_at -0.0492007314468322 Attrib 200718_s_at -0.04251300132369216 Attrib 200719_at -0.006131021320702266 Attrib 200720_s_at -0.018878706658440082 Attrib 200721_s_at -0.024228340342883122 Attrib 200722_s_at -0.043949121447439336 Attrib 200723_s_at 0.039142960574275625 Attrib 200724_at -0.01726783360240819 Attrib 200725_x_at 0.0165557954187547 Attrib 200726_at 0.024609753138180854 Attrib 200727_s_at 0.020728897828327007 Attrib 200728_at -0.038641941443827404 Attrib 200729_s_at -0.01127410028242386 Attrib 200730_s_at 0.037481161947191005 Attrib 200731_s_at 0.028478033769232025 Attrib 200732_s_at 0.025135932334637793 Attrib 200733_s_at -0.039614451495661764 Attrib 200734_s_at -0.03383502714334067 Attrib 200735_x_at -0.03428925577210233 Attrib 200736_s_at -0.010078796561448096 Attrib 200737_at 0.018241636451592165 Attrib 200738_s_at 0.006971097542001085 Attrib 200739_s_at 0.041255071508651806 Attrib 200740_s_at -0.013890194518420333 Attrib 200741_s_at 0.032112390065251 Attrib 200742_s_at -0.03192102652846625 Attrib 200743_s_at 0.020320899735528253 Attrib 200744_s_at 0.02306779012178393 Attrib 200745_s_at -0.03942071616812723 Attrib 200746_s_at -0.04301175769206837 Attrib 200747_s_at -0.020106108971123332 Attrib 200748_s_at 0.04738720244588171 Attrib 200749_at 0.01655073488422396 Attrib 200750_s_at 0.02459116837233845 Attrib 200751_s_at -0.033330765036520514 Attrib 200752_s_at -0.0379055834698237 Attrib 200753_x_at 0.0430574611023495 Attrib 200754_x_at -0.02512433855935742 Attrib 200755_s_at -0.035824341236364174 Attrib 200756_x_at 0.007245753464563254 Attrib 200757_s_at 0.018715393270508876 Attrib 200758_s_at 0.03678441051215722 Attrib 200759_x_at 0.04188752134843726 Attrib 200760_s_at -0.02575061909381889 Attrib 200761_s_at -0.04903437215448083 Attrib 200762_at -0.026507376494339232 Attrib 200763_s_at -0.048001228647335435 Attrib 200764_s_at -0.043171973892806456 Attrib 200765_x_at -0.045611264386286675 Attrib 200766_at 0.02998224268871553 Attrib 200767_s_at 0.04626029252561181 Attrib 200768_s_at 0.02609182564754136 Attrib 200769_s_at -0.009105314376716264 Attrib 200770_s_at -0.024802333587213097 Attrib 200771_at -0.02690212260485396 Attrib 200772_x_at 0.05127139085195455 Attrib 200773_x_at -0.034553805906109486 Attrib 200774_at -0.035259313526866794 Attrib 200775_s_at 0.001840220456059644 Attrib 200776_s_at 0.01557744901523867 Attrib 200777_s_at -0.03011375716555185 Attrib 200778_s_at 0.032899241593942655 Attrib 200779_at -0.04060206825797884 Attrib 200780_x_at 1.0829396313242485E-4 Attrib 200781_s_at 0.017819697607538976 Attrib 200782_at -0.0016123764289723967 Attrib 200783_s_at 0.05217503616561583 Attrib 200784_s_at 0.0016168951306141045 Attrib 200785_s_at 0.03139463775191694 Attrib 200786_at -0.03340798338727466 Attrib 200787_s_at -0.03140249756681379 Attrib 200788_s_at 0.03980994607062517 Attrib 200789_at 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Attrib 200890_s_at 0.030566355832305526 Attrib 200891_s_at -0.0058617884489027315 Attrib 200892_s_at -0.04938387393326381 Attrib 200893_at -0.01059411793860329 Attrib 200894_s_at 0.026720987916614668 Attrib 200895_s_at -0.029225107835446275 Attrib 200896_x_at -0.04188512314504712 Attrib 200897_s_at -0.029304204540082233 Attrib 200898_s_at 0.013134143109938323 Attrib 200899_s_at -0.02948374407442171 Attrib 200900_s_at 0.0162602000171184 Attrib 200901_s_at -0.02749794996531262 Attrib 200902_at 0.04297772146219056 Attrib 200903_s_at 0.04219112410627458 Attrib 200904_at 0.007820489587907908 Attrib 200905_x_at -0.03281464034352243 Attrib 200906_s_at 0.02333362559747499 Attrib 200907_s_at 0.03428580070144613 Attrib 200908_s_at 0.01913132308926234 Attrib 200909_s_at 0.033068683760097986 Attrib 200910_at 0.001059003562369213 Attrib 200911_s_at -0.015724203564582567 Attrib 200912_s_at 0.044719920169684166 Attrib 200913_at 0.014896707381195112 Attrib 200914_x_at 0.048707762647518534 Attrib 200915_x_at -0.013883370147078954 Attrib 200916_at 0.007113687079658494 Attrib 200917_s_at -0.04014109407161125 Attrib 200918_s_at -0.026380629194274575 Attrib 200919_at 0.005876673267588612 Attrib 200920_s_at 0.013608859073600437 Attrib 200921_s_at 0.014044695198679713 Attrib 200922_at 0.048681778077451235 Attrib 200923_at -0.048157310300347894 Attrib 200924_s_at 0.02516516959581337 Attrib 200925_at 0.0014966677590687316 Attrib 200926_at -0.006622475933671045 Attrib 200927_s_at -0.01241346449203266 Attrib 200928_s_at -0.030104818479879395 Attrib 200929_at 0.039102434641865434 Attrib 200930_s_at -0.04565778341761857 Attrib 200931_s_at -0.039710805064707644 Attrib 200932_s_at -0.028606662499817935 Attrib 200933_x_at 0.02977492531041929 Attrib 200934_at 0.014298436790964961 Attrib 200935_at -0.03266697513045681 Attrib 200936_at -0.04866862064119819 Attrib 200937_s_at 0.047561397035295765 Attrib 200938_s_at -0.0388998144070146 Attrib 200939_s_at -0.03999494957159891 Attrib 200940_s_at 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200768_s_at 0.008131787695834272 Attrib 200769_s_at -0.004785704448372322 Attrib 200770_s_at 0.008700638502342178 Attrib 200771_at 0.04346128447436617 Attrib 200772_x_at 0.009480558349560821 Attrib 200773_x_at 0.018207685279754436 Attrib 200774_at -0.008329718875089128 Attrib 200775_s_at -3.336666796613832E-4 Attrib 200776_s_at -0.020465096937302245 Attrib 200777_s_at 0.046733189732945844 Attrib 200778_s_at 0.007432842475172752 Attrib 200779_at 6.741529104525899E-4 Attrib 200780_x_at 0.043775652481760505 Attrib 200781_s_at 0.025906813833560513 Attrib 200782_at -0.026316351362110857 Attrib 200783_s_at 0.046426052524316495 Attrib 200784_s_at -0.040842942192821065 Attrib 200785_s_at 0.003772626094329791 Attrib 200786_at 0.0076451637864080055 Attrib 200787_s_at 0.0485225396910549 Attrib 200788_s_at 0.045313556095036574 Attrib 200789_at -0.03655160360390167 Attrib 200790_at 0.007760032919133325 Attrib 200791_s_at 0.023012633046315165 Attrib 200792_at 0.04350215917110868 Attrib 200793_s_at 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Attrib 200944_s_at 0.021450669795824943 Attrib 200945_s_at 0.02966575784585563 Attrib 200946_x_at 0.025801414404329252 Attrib 200947_s_at 0.0021539321246271496 Attrib 200948_at -0.006231015082508264 Attrib 200949_x_at -0.003913888792806061 Attrib 200950_at -0.04553444311515614 Attrib 200951_s_at -0.03158942706671485 Attrib 200952_s_at -0.025491688438123522 Attrib 200953_s_at -0.02724667191845179 Attrib 200954_at -0.007440468942047287 Attrib 200955_at 7.323898651344563E-4 Attrib 200956_s_at 0.03545998748214812 Attrib 200957_s_at 0.021839996799655717 Attrib 200958_s_at 0.01793860158655359 Attrib 200959_at 0.05217606048635613 Attrib 200960_x_at -0.023013421425451742 Attrib 200961_at 0.057442289522361016 Attrib 200962_at -0.02697027987846162 Attrib 200963_x_at -0.045720228595834134 Attrib 200964_at 0.02760271030256431 Attrib 200965_s_at 0.006734275423470338 Attrib 200966_x_at -0.03963033435255243 Attrib 200967_at 0.04515742174036795 Attrib 200968_s_at 0.03805325709108488 Attrib 200969_at 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Attrib 201020_at 0.022314749425652588 Attrib 201021_s_at 0.03349962637102635 Attrib 201022_s_at 0.01835713119499331 Attrib 201023_at -0.0096583336056116 Attrib 201024_x_at -0.0030115861834925308 Attrib 201025_at -0.032190025126075626 Attrib 201026_at 0.01556108322460693 Attrib 201027_s_at -0.017309837026436167 Attrib 201028_s_at -0.0153843741470624 Attrib 201029_s_at -0.03723596219653523 Attrib 201030_x_at -0.02573982740565292 Attrib 201031_s_at -0.02486789019503358 Attrib 201032_at 0.04510317909424686 Attrib 201033_x_at -0.008435859844002741 Attrib 201034_at -0.029962383229129853 Attrib 201035_s_at -0.003881903484243823 Attrib 201036_s_at -0.00897258194078761 Attrib 201037_at 0.008967561313606105 Attrib 201038_s_at 0.01342591480802482 Attrib 201039_s_at 0.024038225731424976 Attrib 201040_at -0.029926576503077333 Attrib 201041_s_at 0.0014098037832941022 Attrib 201042_at -0.0134470538318589 Attrib 201043_s_at -0.016366251411005832 Attrib 201044_x_at -0.056785466353354845 Attrib 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Attrib 200711_s_at 0.015575504975668177 Attrib 200712_s_at -0.005377477279164672 Attrib 200713_s_at 0.032643423937817655 Attrib 200714_x_at -0.04654432171807902 Attrib 200715_x_at 0.021651253176344563 Attrib 200716_x_at 0.005981437161411285 Attrib 200717_x_at -0.029069309775108618 Attrib 200718_s_at 0.03399921684417596 Attrib 200719_at 0.017118572102067554 Attrib 200720_s_at -0.022595384535616686 Attrib 200721_s_at 0.044378289453468674 Attrib 200722_s_at 0.01842162938859166 Attrib 200723_s_at 0.007710744450817842 Attrib 200724_at 0.02550289950184344 Attrib 200725_x_at 0.040460295545402036 Attrib 200726_at 0.04441145384421674 Attrib 200727_s_at -0.0460464662717858 Attrib 200728_at -0.023916362940759935 Attrib 200729_s_at 0.0512636876690007 Attrib 200730_s_at 0.01855500741462734 Attrib 200731_s_at 0.0355358941264152 Attrib 200732_s_at 0.014932866359533458 Attrib 200733_s_at -0.014111091170245112 Attrib 200734_s_at 0.04756744170148611 Attrib 200735_x_at -0.04539437775808026 Attrib 200736_s_at 0.033573679803068385 Attrib 200737_at 0.0029840591023529064 Attrib 200738_s_at 0.021971520861410646 Attrib 200739_s_at -0.045862301894963084 Attrib 200740_s_at 0.02646973734407475 Attrib 200741_s_at 0.020675588927965248 Attrib 200742_s_at -0.035642902176723286 Attrib 200743_s_at 0.01712326015414329 Attrib 200744_s_at -0.003319644692947039 Attrib 200745_s_at -0.0012971837596723397 Attrib 200746_s_at 0.012618621923382423 Attrib 200747_s_at -0.03966282073523857 Attrib 200748_s_at -0.006429151341056945 Attrib 200749_at 0.04673671129140037 Attrib 200750_s_at 0.016304669862060955 Attrib 200751_s_at 0.005251696980706809 Attrib 200752_s_at -0.003338098004748979 Attrib 200753_x_at -0.00516189631762151 Attrib 200754_x_at 0.01899611482735436 Attrib 200755_s_at -0.012966341037766954 Attrib 200756_x_at 0.04732153846274598 Attrib 200757_s_at 0.03043911696032879 Attrib 200758_s_at -0.012311740986563997 Attrib 200759_x_at -0.024288776409974466 Attrib 200760_s_at -0.003780393098964252 Attrib 200761_s_at 0.038245678330445294 Attrib 200762_at -0.033597120432919556 Attrib 200763_s_at 0.04505334711922515 Attrib 200764_s_at 0.0029205367595181984 Attrib 200765_x_at 0.006749051614823457 Attrib 200766_at 0.018975298070867497 Attrib 200767_s_at 0.038391262042176244 Attrib 200768_s_at -0.01903647601243807 Attrib 200769_s_at -0.0234665996527119 Attrib 200770_s_at -0.02347923889980354 Attrib 200771_at -0.024097480545626184 Attrib 200772_x_at -0.01898757166668259 Attrib 200773_x_at -0.029705678510247916 Attrib 200774_at -0.03130850201848396 Attrib 200775_s_at 0.024430257153341205 Attrib 200776_s_at -0.03138835334148942 Attrib 200777_s_at 0.016755121072500496 Attrib 200778_s_at -0.008480020453174291 Attrib 200779_at -0.022468342089334924 Attrib 200780_x_at -0.013535314211140103 Attrib 200781_s_at -0.042803420206877205 Attrib 200782_at 0.03613967958341555 Attrib 200783_s_at 0.04739682556333757 Attrib 200784_s_at -0.008607606990921477 Attrib 200785_s_at -0.014109003059878316 Attrib 200786_at 8.924189782173628E-4 Attrib 200787_s_at 0.04785974336044562 Attrib 200788_s_at 0.0060443690548104894 Attrib 200789_at -0.03186116114619782 Attrib 200790_at -0.025300884246414034 Attrib 200791_s_at -0.0205978330948868 Attrib 200792_at -0.03532490745528129 Attrib 200793_s_at -0.02451928890354837 Attrib 200794_x_at -0.020662014310595757 Attrib 200795_at -0.04363561243457249 Attrib 200796_s_at 0.008368172623129147 Attrib 200797_s_at -0.03754147250379748 Attrib 200798_x_at -0.038524395178533205 Attrib 200799_at 0.03824943323046444 Attrib 200800_s_at 0.03091588574297468 Attrib 200801_x_at 0.02429504876865014 Attrib 200802_at -0.03041269303794689 Attrib 200803_s_at 0.01125558176164317 Attrib 200804_at 0.00718334560289002 Attrib 200805_at 0.023666226113030556 Attrib 200806_s_at -0.041364433707778016 Attrib 200807_s_at -0.008776279651560755 Attrib 200808_s_at 0.04402639921965855 Attrib 200809_x_at 0.006613796340481545 Attrib 200810_s_at -0.028595998091463185 Attrib 200811_at 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Attrib 200987_x_at -0.036180196977579786 Attrib 200988_s_at -0.025336858412326517 Attrib 200989_at 8.612481884433082E-4 Attrib 200990_at -0.0162734533326037 Attrib 200991_s_at 0.01835515752112496 Attrib 200992_at 0.02217692807208549 Attrib 200993_at 0.024502635272177175 Attrib 200994_at -0.046001799935546095 Attrib 200995_at 0.015408319085336509 Attrib 200996_at -0.04320406676707243 Attrib 200997_at 0.02780907857045332 Attrib 200998_s_at -0.03054145011291969 Attrib 200999_s_at -0.03955475432128643 Attrib 201000_at 0.01835173730807077 Attrib 201001_s_at -0.01965453101699842 Attrib 201002_s_at 0.03640312153088729 Attrib 201003_x_at -0.021592923159189675 Attrib 201004_at -0.0016532473214427015 Attrib 201005_at -0.007357476601754817 Attrib 201006_at 0.04475581997525626 Attrib 201007_at -0.02263265391733345 Attrib 201008_s_at 0.003799964513513892 Attrib 201009_s_at 0.0026000865755239355 Attrib 201010_s_at 0.007503059712988097 Attrib 201011_at -0.02216923759402443 Attrib 201012_at 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Attrib 200935_at -0.019031976182265667 Attrib 200936_at -0.01465571754386278 Attrib 200937_s_at 0.029092656570862973 Attrib 200938_s_at -0.047767286731490846 Attrib 200939_s_at -0.02989307242075745 Attrib 200940_s_at -0.048382720783628964 Attrib 200941_at 0.04590215934888872 Attrib 200942_s_at -0.034985214308837276 Attrib 200943_at -0.02693075790473775 Attrib 200944_s_at -0.015748010185026678 Attrib 200945_s_at -0.017006840922840178 Attrib 200946_x_at 0.010528784445092651 Attrib 200947_s_at -0.05465975190496813 Attrib 200948_at 0.03868307342084029 Attrib 200949_x_at -1.2442965859716282E-4 Attrib 200950_at 0.031045109258819634 Attrib 200951_s_at -0.027751340752679547 Attrib 200952_s_at -0.011022569890811013 Attrib 200953_s_at 0.03526181348424379 Attrib 200954_at 0.03574619683945351 Attrib 200955_at -0.01951971571491184 Attrib 200956_s_at 0.02784815025430977 Attrib 200957_s_at 0.04797909772032876 Attrib 200958_s_at -0.009806524358922063 Attrib 200959_at 0.03332851248420531 Attrib 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200706_s_at 0.03447198258511751 Attrib 200707_at 4.963647784047934E-4 Attrib 200708_at 0.02365311251941863 Attrib 200709_at 0.026713513717009245 Attrib 200710_at -0.04256426954576855 Attrib 200711_s_at -0.023042480907073067 Attrib 200712_s_at -0.029070412782195652 Attrib 200713_s_at 0.01996345191011264 Attrib 200714_x_at 0.00664368400578057 Attrib 200715_x_at 0.052293680982559945 Attrib 200716_x_at 0.02054503507296173 Attrib 200717_x_at 0.02935592728990596 Attrib 200718_s_at -0.018997871497489865 Attrib 200719_at -1.896046887639673E-4 Attrib 200720_s_at 0.0307689784746733 Attrib 200721_s_at -0.0024111812994088862 Attrib 200722_s_at 0.0291611807016781 Attrib 200723_s_at -0.008070795506558119 Attrib 200724_at -0.010287697212905454 Attrib 200725_x_at -0.04162231970031734 Attrib 200726_at -0.04539183822548442 Attrib 200727_s_at -0.04493763754863925 Attrib 200728_at -0.005730508992550558 Attrib 200729_s_at -0.006073600213455155 Attrib 200730_s_at 0.04413685669160719 Attrib 200731_s_at 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Attrib 200832_s_at -0.03644083151912874 Attrib 200833_s_at -0.007543539648620269 Attrib 200834_s_at 0.023643179161064266 Attrib 200835_s_at -0.033776300573228134 Attrib 200836_s_at 0.02508712919886354 Attrib 200837_at 0.007992722443736278 Attrib 200838_at 0.05034203506537846 Attrib 200839_s_at 0.007035169495246749 Attrib 200840_at 0.03362254443841221 Attrib 200841_s_at 0.0391470924836547 Attrib 200842_s_at 0.018669307582274634 Attrib 200843_s_at -0.025767252874934282 Attrib 200844_s_at -0.0027694800300049646 Attrib 200845_s_at -0.012671165938528243 Attrib 200846_s_at -0.018090312989366635 Attrib 200847_s_at 0.01534998850873412 Attrib 200848_at 0.015480856793061047 Attrib 200849_s_at -0.042166088437965314 Attrib 200850_s_at -0.03640898448304253 Attrib 200851_s_at 0.019746374794577203 Attrib 200852_x_at 0.05347018197135335 Attrib 200853_at 0.0017381008737929902 Attrib 200854_at 0.023090486152988546 Attrib 200855_at -0.03037401692655399 Attrib 200856_x_at -0.01394612843830894 Attrib 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Attrib 200933_x_at 0.033056318547587664 Attrib 200934_at 0.010616322979323958 Attrib 200935_at 0.018059425060269606 Attrib 200936_at 0.04664489772014264 Attrib 200937_s_at 0.02723691455233066 Attrib 200938_s_at -0.009039660762569905 Attrib 200939_s_at -0.050606444653671326 Attrib 200940_s_at -0.015351901240629953 Attrib 200941_at 0.018804456553453943 Attrib 200942_s_at -0.0034491731770538644 Attrib 200943_at 0.05068111826718154 Attrib 200944_s_at 0.01079749837026155 Attrib 200945_s_at 6.173467203366165E-4 Attrib 200946_x_at -0.04338865355070127 Attrib 200947_s_at 0.004496438253357174 Attrib 200948_at 0.012241490016723318 Attrib 200949_x_at -0.03631326909714532 Attrib 200950_at -0.04398180339887134 Attrib 200951_s_at -0.05007161938334924 Attrib 200952_s_at 0.029843125105513273 Attrib 200953_s_at -0.026982573372064843 Attrib 200954_at -0.04697346402350465 Attrib 200955_at 0.0353418453417793 Attrib 200956_s_at 0.01821382648051985 Attrib 200957_s_at 0.037700970887839504 Attrib 200958_s_at 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Attrib 200874_s_at 0.047002451067999954 Attrib 200875_s_at -0.006328970437205397 Attrib 200876_s_at 0.03947522792027728 Attrib 200877_at -0.04269693291806992 Attrib 200878_at 0.002862110774397042 Attrib 200879_s_at 0.018276399351089878 Attrib 200880_at -0.02568020141990633 Attrib 200881_s_at 0.04728439427023475 Attrib 200882_s_at -0.023938271278165304 Attrib 200883_at 0.017220769379457865 Attrib 200884_at -0.025108401181928513 Attrib 200885_at 0.005308014159470383 Attrib 200886_s_at -0.014250290547458256 Attrib 200887_s_at -0.027246988774760336 Attrib 200888_s_at -0.006750620809632481 Attrib 200889_s_at -0.04105857740694885 Attrib 200890_s_at -0.04881949160230231 Attrib 200891_s_at -0.023341493914852837 Attrib 200892_s_at 0.022442442191441262 Attrib 200893_at 0.033433231223163565 Attrib 200894_s_at 0.04108243059729845 Attrib 200895_s_at -0.018330259846071374 Attrib 200896_x_at 0.016030504336613915 Attrib 200897_s_at -0.03563488551656687 Attrib 200898_s_at -0.01619553852733278 Attrib 200899_s_at 0.00817315031977266 Attrib 200900_s_at -0.03199505524037604 Attrib 200901_s_at 7.132757927210342E-5 Attrib 200902_at -0.03225566126459003 Attrib 200903_s_at -0.024599349944741684 Attrib 200904_at 0.002391878584162268 Attrib 200905_x_at -0.011900737967564582 Attrib 200906_s_at 0.003276327689559406 Attrib 200907_s_at 0.055621587678310616 Attrib 200908_s_at -4.179232265180007E-4 Attrib 200909_s_at 0.008701557658402649 Attrib 200910_at -0.023282355765679216 Attrib 200911_s_at -0.02462372530621061 Attrib 200912_s_at 0.0438936635164189 Attrib 200913_at 0.015883710304381505 Attrib 200914_x_at -0.01275996688572451 Attrib 200915_x_at 0.005062563234425329 Attrib 200916_at -0.044091875329750875 Attrib 200917_s_at 0.01467408730520036 Attrib 200918_s_at 9.861923271867732E-4 Attrib 200919_at 0.03976175779566944 Attrib 200920_s_at 0.02130176715752136 Attrib 200921_s_at -0.027554691629277185 Attrib 200922_at -0.02626744898109357 Attrib 200923_at 0.0347965781797179 Attrib 200924_s_at 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Attrib 200639_s_at 0.021843110761938348 Attrib 200640_at 0.015693992266688366 Attrib 200641_s_at -0.024267870385665448 Attrib 200642_at 0.020071838039687574 Attrib 200643_at -0.013747176398581716 Attrib 200644_at -0.03111177504597721 Attrib 200645_at 0.027909685451314434 Attrib 200646_s_at 0.003196895240308641 Attrib 200647_x_at -0.008623951762407472 Attrib 200648_s_at 0.004494641785127339 Attrib 200649_at -0.009525733186263407 Attrib 200650_s_at 0.04367029835881691 Attrib 200651_at 0.033291748943333165 Attrib 200652_at 0.02355469965409354 Attrib 200653_s_at 0.04433800672089254 Attrib 200654_at 0.044892838946950286 Attrib 200655_s_at 0.024864831614924934 Attrib 200656_s_at -0.035334504355889126 Attrib 200657_at 0.004363078488056941 Attrib 200658_s_at -0.032902123942749585 Attrib 200659_s_at -0.025395250116119213 Attrib 200660_at -0.05110574894089209 Attrib 200661_at -0.03355729707303704 Attrib 200662_s_at 0.0023472507801474496 Attrib 200663_at 0.030035237390818433 Attrib 200664_s_at 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Attrib 78495_at -0.019549153080161186 Attrib 79005_at 0.02736064753120267 Attrib 81737_at -0.011356714022257852 Attrib 81811_at -0.03242876231135028 Attrib 823_at -0.021310970162288397 Attrib 87100_at 0.03244440400318739 Attrib 89476_r_at 0.04433682786520485 Attrib 89948_at 0.0027188627169433396 Attrib 89977_at 0.05407577919290332 Attrib 90265_at -0.01994396599808733 Attrib 90610_at -0.021156634751512738 Attrib 91580_at 0.03404480441953557 Attrib 91617_at -0.02305991584549571 Attrib 91682_at -0.03135663956120388 Attrib 91684_g_at 0.01228632684759149 Attrib 91703_at -0.02136404802728962 Attrib 91816_f_at -0.018533795320897477 Attrib 91826_at -0.04298596069901534 Attrib 91920_at 0.03461727146169108 Attrib 91952_at -0.008833041154008351 Attrib AFFX-BioB-3_at 0.0025518279859484917 Attrib AFFX-BioB-5_at 0.030296220733429562 Attrib AFFX-BioB-M_at 0.0114711268769534 Attrib AFFX-BioC-3_at -0.00982958988588653 Attrib AFFX-BioC-5_at -0.0415126767510665 Attrib AFFX-BioDn-3_at 0.02723199567426576 Attrib AFFX-BioDn-5_at -0.003733823139228916 Attrib AFFX-CreX-3_at -0.018553162454066165 Attrib AFFX-CreX-5_at -0.029984909870395374 Attrib AFFX-DapX-3_at -0.016015962287981116 Attrib AFFX-DapX-5_at -0.003370704877827389 Attrib AFFX-DapX-M_at -0.03328491136885846 Attrib AFFX-HSAC07/X00351_3_at 0.0039846086729346504 Attrib AFFX-HSAC07/X00351_5_at -0.013870540472076096 Attrib AFFX-HSAC07/X00351_M_at 0.0343304410897151 Attrib AFFX-hum_alu_at 0.039882796410129595 Attrib AFFX-HUMGAPDH/M33197_3_at 0.03662128829980492 Attrib AFFX-HUMGAPDH/M33197_5_at 0.013196489866864091 Attrib AFFX-HUMGAPDH/M33197_M_at -0.036871984412545265 Attrib AFFX-HUMISGF3A/M97935_3_at 0.02707210439509933 Attrib AFFX-HUMISGF3A/M97935_5_at -4.4391334961381846E-4 Attrib AFFX-HUMISGF3A/M97935_MA_at -0.03522655741566527 Attrib AFFX-HUMISGF3A/M97935_MB_at -0.03382798444567506 Attrib AFFX-HUMRGE/M10098_3_at 0.028248490838257957 Attrib AFFX-HUMRGE/M10098_5_at 0.04058126676498354 Attrib AFFX-HUMRGE/M10098_M_at 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Attrib AFFX-r2-Ec-bioB-3_at 0.006901295744079141 Attrib AFFX-r2-Ec-bioB-5_at 0.001173336825132574 Attrib AFFX-r2-Ec-bioB-M_at -0.04155940062149867 Attrib AFFX-r2-Ec-bioC-3_at -0.04391887137538059 Attrib AFFX-r2-Ec-bioC-5_at 0.04640703593169904 Attrib AFFX-r2-Ec-bioD-3_at -0.017346972414611785 Attrib AFFX-r2-Ec-bioD-5_at 0.025295642650310177 Attrib AFFX-r2-P1-cre-3_at -0.012267838193356027 Attrib AFFX-r2-P1-cre-5_at -0.04520636993597882 Attrib AFFX-ThrX-3_at -0.027932495337413453 Attrib AFFX-ThrX-5_at 0.04044087568587604 Attrib AFFX-ThrX-M_at 0.00556532336897872 Attrib AFFX-TrpnX-3_at -8.683484529444006E-4 Attrib AFFX-TrpnX-5_at 0.03338086915155934 Attrib AFFX-TrpnX-M_at 0.008285709828189698 Class normal Input Node 0 Class tumoral Input Node 1 Time taken to build model: 2216.05 seconds Time taken to test model on training data: 3.44 seconds === Error on training data === Correctly Classified Instances 116 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0031 Root mean squared error 0.0043 Relative absolute error 1.3473 % Root relative squared error 1.2868 % Total Number of Instances 116 === 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 15 0 | a = normal 0 101 | b = tumoral Time taken to perform cross-validation: 5442.89 seconds === Stratified cross-validation === Correctly Classified Instances 115 99.1379 % Incorrectly Classified Instances 1 0.8621 % Kappa statistic 0.9606 Mean absolute error 0.0133 Root mean squared error 0.0868 Relative absolute error 5.7344 % Root relative squared error 25.8479 % Total Number of Instances 116 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,933 0,000 1,000 0,933 0,966 0,961 0,999 0,996 normal 1,000 0,067 0,990 1,000 0,995 0,961 0,999 1,000 tumoral Weighted Avg. 0,991 0,058 0,991 0,991 0,991 0,961 0,999 0,999 === Confusion Matrix === a b <-- classified as 14 1 | a = normal 0 101 | b = tumoral