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 0.36223262408122364 Node 2 1.3147130604678054 Node 3 -0.9710879214431118 Node 4 -0.9824771231513721 Node 5 1.4512424268043302 Node 6 1.1650163541228735 Node 7 -0.9377921217608477 Node 8 -0.9290876840907666 Node 9 -1.0660843224102794 Node 10 1.113916995834357 Node 11 -1.0282606031065638 Sigmoid Node 1 Inputs Weights Threshold -0.3385163795530507 Node 2 -1.3315234084155774 Node 3 1.0459472687714888 Node 4 0.889862694272558 Node 5 -1.4602026618192172 Node 6 -1.1485796204811465 Node 7 0.961880203673364 Node 8 0.8679359460932402 Node 9 1.0816768239374708 Node 10 -1.1282596687773307 Node 11 1.0431631288335712 Sigmoid Node 2 Inputs Weights Threshold -0.03646626983500434 Attrib 1007_s_at -0.03258744339750656 Attrib 1053_at -0.05325541184302652 Attrib 117_at 0.031184881881469804 Attrib 121_at -0.04604056471299606 Attrib 1255_g_at -0.05338728159641794 Attrib 1294_at 0.012560915978451798 Attrib 1316_at -0.01868778284749393 Attrib 1320_at -0.018694343429020013 Attrib 1405_i_at 0.013679244524515766 Attrib 1431_at 0.02405982181097013 Attrib 1438_at -0.03608949813453157 Attrib 1487_at 0.023544061145259487 Attrib 1494_f_at -0.041959675129947235 Attrib 1552256_a_at -0.0022368909759928114 Attrib 1552257_a_at -0.03456021594025216 Attrib 1552258_at 0.02944452231879536 Attrib 1552261_at 0.020086691254204314 Attrib 1552263_at 0.01511877546105513 Attrib 1552264_a_at 0.020242909035180834 Attrib 1552266_at 0.04564299257975905 Attrib 1552269_at -0.003146300935708264 Attrib 1552271_at -0.022206993414478914 Attrib 1552272_a_at -0.05063727156803401 Attrib 1552274_at -0.012956575983513224 Attrib 1552275_s_at -0.022344034728951745 Attrib 1552276_a_at -0.036054051153796535 Attrib 1552277_a_at 0.03736681329836589 Attrib 1552278_a_at -0.03610990489626165 Attrib 1552279_a_at 0.0442019459574975 Attrib 1552280_at 0.041875959589314685 Attrib 1552281_at 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1552319_a_at -0.047032433501300736 Attrib 1552320_a_at -0.0061854339699670986 Attrib 1552321_a_at 0.026413239500323423 Attrib 1552322_at 0.008720212901467586 Attrib 1552323_s_at 0.0494202578208397 Attrib 1552325_at 0.023575950195838784 Attrib 1552326_a_at 0.010826598675695348 Attrib 1552327_at -0.025484182427037722 Attrib 1552329_at 0.03909144974765818 Attrib 1552330_at 0.016861542601692425 Attrib 1552332_at -0.04583818024973576 Attrib 1552334_at -0.028950583340982793 Attrib 1552335_at -0.04180647814211491 Attrib 1552337_s_at 0.025171661785238063 Attrib 1552338_at -0.0071785318914303125 Attrib 1552340_at -0.04819236050307335 Attrib 1552343_s_at 0.008235857598260262 Attrib 1552344_s_at 0.03453149567987807 Attrib 1552347_at 0.02214579828777624 Attrib 1552348_at 0.0016270008164629523 Attrib 1552349_a_at -0.04136346840292244 Attrib 1552354_at -0.02758339051701135 Attrib 1552355_s_at -0.03981702523180857 Attrib 1552359_at 0.03254453030166729 Attrib 1552360_a_at 0.0456180035667916 Attrib 1552362_a_at 0.02670257500570692 Attrib 1552364_s_at 0.027227021778716675 Attrib 1552365_at -0.01965857860891102 Attrib 1552367_a_at 0.015912215104495878 Attrib 1552368_at 0.032232875225393844 Attrib 1552370_at -0.005458339292630489 Attrib 1552372_at 0.034918393702593 Attrib 1552373_s_at -0.021270301789844678 Attrib 1552375_at 0.04844430974960514 Attrib 1552377_s_at -0.022493801460289464 Attrib 1552378_s_at -0.01417548054948176 Attrib 1552379_at 0.025055851572639967 Attrib 1552381_at -0.026577155670459134 Attrib 1552383_at 0.050295172923040976 Attrib 1552384_a_at -5.89065758671823E-4 Attrib 1552386_at -0.026567103815604638 Attrib 1552388_at -0.021030661141000245 Attrib 1552389_at -0.0042467239400601564 Attrib 1552390_a_at 0.005692613024170277 Attrib 1552391_at -0.009128958193776387 Attrib 1552393_at -7.784569922823123E-4 Attrib 1552394_a_at 0.04266215960897098 Attrib 1552395_at 0.03324215196760651 Attrib 1552396_at 9.691852750625063E-4 Attrib 1552398_a_at -0.04604538840970176 Attrib 1552399_a_at -0.04733359196779382 Attrib 1552400_a_at -0.006002210967413496 Attrib 1552401_a_at 0.006078421015016763 Attrib 1552402_at -0.045623145293241206 Attrib 1552405_at -0.02903121061171621 Attrib 1552408_at -0.01135321991027895 Attrib 1552409_a_at 0.014688509474726276 Attrib 1552410_at -0.004801220137671183 Attrib 1552411_at 0.03534686388304963 Attrib 1552412_a_at 0.016932056880373216 Attrib 1552414_at 0.013427409569682346 Attrib 1552415_a_at -0.045192196644693323 Attrib 1552417_a_at 0.030369011128143657 Attrib 1552418_at 0.022114301728798684 Attrib 1552419_s_at -8.846556926977963E-4 Attrib 1552421_a_at -0.025464780867575285 Attrib 1552422_at 0.009563122338932254 Attrib 1552423_at -0.012971012069847595 Attrib 1552424_at 0.005251872914232912 Attrib 1552425_a_at 0.04258213142303587 Attrib 1552426_a_at -0.04046087754092803 Attrib 1552427_at 0.030604195026149677 Attrib 1552430_at 0.04661261449255899 Attrib 1552432_at -0.040388474484704666 Attrib 1552436_a_at -0.047139783786660915 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1552509_a_at 0.008931009932278959 Attrib 1552510_at 0.0024709702898127145 Attrib 1552511_a_at -8.248963237791596E-4 Attrib 1552514_at 0.010382779905057926 Attrib 1552515_at 0.012693509620451567 Attrib 1552516_a_at 6.574846179799558E-4 Attrib 1552518_s_at -0.028893452762990407 Attrib 1552519_at 0.020190618768941255 Attrib 1552520_at -0.003808429355180416 Attrib 1552521_a_at -0.04923451467974251 Attrib 1552522_at 0.01073203895212353 Attrib 1552523_a_at 0.0054123014860161245 Attrib 1552524_at 0.04934916562241397 Attrib 1552526_at -0.02527504608631549 Attrib 1552528_at -0.023346813823831653 Attrib 1552531_a_at -0.03551337825477197 Attrib 1552532_a_at 0.02920065608517874 Attrib 1552535_at -0.021441995031380386 Attrib 1552536_at -0.02868251785004468 Attrib 1552538_a_at 0.011065644122879545 Attrib 1552540_s_at -0.041828942964905226 Attrib 1552541_at 0.014774604630366554 Attrib 1552542_s_at -0.0265891758254294 Attrib 1552543_a_at -0.02079932421593335 Attrib 1552544_at -0.004722657304677975 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200098_s_at -0.0056711313809864675 Attrib 200099_s_at -0.005351566921560809 Attrib 200593_s_at -0.0404177592171207 Attrib 200594_x_at 0.042604750984921176 Attrib 200595_s_at 0.04421225571983095 Attrib 200596_s_at -0.019527737163628565 Attrib 200597_at 0.004930252119977971 Attrib 200598_s_at -0.04021044054167044 Attrib 200599_s_at 0.03371435311561658 Attrib 200600_at -0.0069546581450519 Attrib 200601_at 0.03776615600306518 Attrib 200602_at -0.018293493395839352 Attrib 200603_at -0.046400381988027664 Attrib 200604_s_at 0.0020280561074997043 Attrib 200605_s_at 0.011384943662519666 Attrib 200606_at -0.015394351052739738 Attrib 200607_s_at 0.0120737702199655 Attrib 200608_s_at -0.04828873872447054 Attrib 200609_s_at -0.033530472041194824 Attrib 200610_s_at -0.002874694599461332 Attrib 200611_s_at -0.021869469136791532 Attrib 200612_s_at -0.03626393453454375 Attrib 200613_at 0.006216043087014885 Attrib 200614_at -0.023807826965772903 Attrib 200615_s_at -0.009274789359573491 Attrib 200616_s_at -0.03269714249561046 Attrib 200617_at -0.008901797703841093 Attrib 200618_at -0.005863539200674944 Attrib 200619_at 0.03778542604071924 Attrib 200620_at -0.02711751354497231 Attrib 200621_at -0.016429047599163853 Attrib 200622_x_at 0.03593952757194732 Attrib 200623_s_at -0.04213016680651598 Attrib 200624_s_at 0.006268611231540617 Attrib 200625_s_at -0.005704932413353921 Attrib 200626_s_at -0.030183666267575564 Attrib 200627_at 0.003376508850723185 Attrib 200628_s_at 0.00932888149905477 Attrib 200629_at -0.03735242070822629 Attrib 200630_x_at 0.03225628775675635 Attrib 200631_s_at -0.033965276692894 Attrib 200632_s_at -0.0034195933311521472 Attrib 200633_at 0.01005589494334185 Attrib 200634_at 0.009272546014669692 Attrib 200635_s_at -0.04017721452959651 Attrib 200636_s_at 0.041396661520558285 Attrib 200637_s_at 0.049974788089045374 Attrib 200638_s_at 0.029097072025041158 Attrib 200639_s_at -0.029356753696272192 Attrib 200640_at -0.03623995024566639 Attrib 200641_s_at 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Attrib 200667_at -0.026620051082638704 Attrib 200668_s_at 0.0014503010240742716 Attrib 200669_s_at -0.010519122486609448 Attrib 200670_at -0.0014880687545204096 Attrib 200671_s_at -0.01390398909057708 Attrib 200672_x_at -0.032951828107038554 Attrib 200673_at -0.03079874350014145 Attrib 200674_s_at 0.02623156260331934 Attrib 200675_at -0.022743420799229887 Attrib 200676_s_at -0.030092491644646564 Attrib 200677_at 0.03274187943144725 Attrib 200678_x_at 6.836323621723086E-4 Attrib 200679_x_at 0.028365449242441134 Attrib 200680_x_at -0.007311911649142952 Attrib 200681_at -0.01652563240438851 Attrib 200682_s_at -0.04577605171702162 Attrib 200683_s_at 0.01473515550395131 Attrib 200684_s_at -0.03907165580322487 Attrib 200685_at 0.05083737650447972 Attrib 200686_s_at -0.030570254162510708 Attrib 200687_s_at 0.01446155325801004 Attrib 200688_at 0.00448354547885413 Attrib 200689_x_at -3.7957251769407647E-4 Attrib 200690_at -0.011041473461657276 Attrib 200691_s_at 0.0277584817697149 Attrib 200692_s_at -0.002268905601360102 Attrib 200693_at 0.04528189969747412 Attrib 200694_s_at -0.022786038445033966 Attrib 200695_at 0.02838516673711708 Attrib 200696_s_at -0.024928250326729618 Attrib 200697_at -0.014259586802395951 Attrib 200698_at -3.118510407703129E-5 Attrib 200699_at 0.007949058373940871 Attrib 200700_s_at 0.0038784893342525754 Attrib 200701_at 0.014574684611038937 Attrib 200702_s_at 0.022597746033000365 Attrib 200703_at 0.022115928452381774 Attrib 200704_at 0.006773396660006805 Attrib 200705_s_at -0.03410223320358122 Attrib 200706_s_at -0.0017414012852809543 Attrib 200707_at -0.04620699604533259 Attrib 200708_at -0.052898963254505486 Attrib 200709_at 0.03813359342661527 Attrib 200710_at 0.04531615080163089 Attrib 200711_s_at -0.05037204509741486 Attrib 200712_s_at 0.015012383254202007 Attrib 200713_s_at 0.015967933139974022 Attrib 200714_x_at 0.03095808883736734 Attrib 200715_x_at -0.01847759764162172 Attrib 200716_x_at 0.003439592180867895 Attrib 200717_x_at 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Attrib 200721_s_at -0.025532312879389323 Attrib 200722_s_at -0.04626906166090206 Attrib 200723_s_at -0.016627390646135002 Attrib 200724_at 0.049463632271598404 Attrib 200725_x_at 0.0043485519567010595 Attrib 200726_at -0.006296373107945634 Attrib 200727_s_at 0.036248986159169355 Attrib 200728_at -0.02396865466996318 Attrib 200729_s_at -0.007604051428884324 Attrib 200730_s_at -0.04016206451918514 Attrib 200731_s_at 0.03224397062254679 Attrib 200732_s_at 0.013848626688720028 Attrib 200733_s_at 0.022992228668357078 Attrib 200734_s_at -0.018821894275755743 Attrib 200735_x_at 0.04531611096191812 Attrib 200736_s_at 0.03183014292166478 Attrib 200737_at -0.03759653271523932 Attrib 200738_s_at -0.01979827928306066 Attrib 200739_s_at -0.022583928127534493 Attrib 200740_s_at 0.00507077767077975 Attrib 200741_s_at 0.04930129125317928 Attrib 200742_s_at 0.03614462119106125 Attrib 200743_s_at -0.015314899442179916 Attrib 200744_s_at 0.015809240526705157 Attrib 200745_s_at 0.02877498189648238 Attrib 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Attrib 200771_at -0.03711040927480405 Attrib 200772_x_at 0.03508221710213997 Attrib 200773_x_at -0.05259664957206125 Attrib 200774_at -0.020341479001053146 Attrib 200775_s_at 0.048711641483260786 Attrib 200776_s_at -0.025845033504005452 Attrib 200777_s_at -0.047360545829665965 Attrib 200778_s_at 0.00812927712774468 Attrib 200779_at -0.023103360945323833 Attrib 200780_x_at 0.04680366941919456 Attrib 200781_s_at 0.012062685475578956 Attrib 200782_at -0.012189674574176898 Attrib 200783_s_at -0.007192068135929286 Attrib 200784_s_at -0.018886939515736015 Attrib 200785_s_at 0.01682138275406095 Attrib 200786_at 0.015104821901671575 Attrib 200787_s_at 0.02807416712931406 Attrib 200788_s_at -0.012782344390280859 Attrib 200789_at 0.0031802557481085685 Attrib 200790_at 0.012657936755257044 Attrib 200791_s_at 0.001803465748949486 Attrib 200792_at 0.00820040818330275 Attrib 200793_s_at 0.010195598478130929 Attrib 200794_x_at -0.044108718269890705 Attrib 200795_at 0.00443823479330918 Attrib 200796_s_at -0.01855744849386508 Attrib 200797_s_at -0.014781071438465023 Attrib 200798_x_at 0.04053814529249299 Attrib 200799_at -0.016873496291985705 Attrib 200800_s_at 0.027459534967202184 Attrib 200801_x_at -0.04016938677934928 Attrib 200802_at -0.019693626408882465 Attrib 200803_s_at -0.015809994289758295 Attrib 200804_at 0.02190094420804392 Attrib 200805_at 0.04064648131911937 Attrib 200806_s_at 0.019684883570989624 Attrib 200807_s_at -0.042651783333228874 Attrib 200808_s_at -0.018066892856493186 Attrib 200809_x_at -0.010631993345569753 Attrib 200810_s_at -0.01659076436152958 Attrib 200811_at 0.011374522932845018 Attrib 200812_at -0.0492528262049739 Attrib 200813_s_at 0.028441132914654672 Attrib 200814_at 0.010595960953966586 Attrib 200815_s_at 0.029935192391333017 Attrib 200816_s_at 0.030436660544103787 Attrib 200817_x_at -0.04814665087811636 Attrib 200818_at 0.008213078069821224 Attrib 200819_s_at 0.012051286170121555 Attrib 200820_at 0.021801604209589962 Attrib 200821_at 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Attrib 200872_at -0.03148048172600739 Attrib 200873_s_at -0.027428874062260734 Attrib 200874_s_at -0.04395657683697275 Attrib 200875_s_at 0.03933799215517853 Attrib 200876_s_at -0.02608386811264447 Attrib 200877_at -0.006988732872487396 Attrib 200878_at -6.788223804789284E-4 Attrib 200879_s_at -0.03495327363670795 Attrib 200880_at -0.035016844330492826 Attrib 200881_s_at 0.024144137689297462 Attrib 200882_s_at -0.031415524440300144 Attrib 200883_at -0.0121992825475138 Attrib 200884_at -0.03527661195054578 Attrib 200885_at -0.010989161577801594 Attrib 200886_s_at 0.014420490291496403 Attrib 200887_s_at 0.014143885324368157 Attrib 200888_s_at 0.00173890893453765 Attrib 200889_s_at 0.051145565621111624 Attrib 200890_s_at -0.03221452141690896 Attrib 200891_s_at 0.03817655832896051 Attrib 200892_s_at 0.02786844421777272 Attrib 200893_at -0.03501335303797473 Attrib 200894_s_at 0.04274901715936741 Attrib 200895_s_at 0.02245565932001915 Attrib 200896_x_at -0.04699343951016242 Attrib 200897_s_at 0.0342024260377576 Attrib 200898_s_at -0.029510293478205704 Attrib 200899_s_at 0.01591518848861935 Attrib 200900_s_at -0.012124214634088474 Attrib 200901_s_at -0.03831619521694895 Attrib 200902_at 0.028971881412572977 Attrib 200903_s_at -0.041293954829636756 Attrib 200904_at 0.00980888416447696 Attrib 200905_x_at -0.0016834460705122043 Attrib 200906_s_at 0.039714695194894324 Attrib 200907_s_at -0.004734450189196394 Attrib 200908_s_at 0.0021589215651334967 Attrib 200909_s_at 0.034539062033769226 Attrib 200910_at -0.008692242848925802 Attrib 200911_s_at -0.016139530212869867 Attrib 200912_s_at 0.04238753013532934 Attrib 200913_at 0.023299015732288528 Attrib 200914_x_at 0.015868682547967784 Attrib 200915_x_at -0.010808788418825438 Attrib 200916_at -0.008991378176278885 Attrib 200917_s_at 0.016333404200331973 Attrib 200918_s_at 0.0021148005301998524 Attrib 200919_at -0.0522986496282749 Attrib 200920_s_at 0.043968938085340636 Attrib 200921_s_at -0.015026076796039725 Attrib 200922_at -0.006829463141775832 Attrib 200923_at -3.630616676704521E-4 Attrib 200924_s_at 0.021692683731607362 Attrib 200925_at 0.04572339064998693 Attrib 200926_at 0.04794590691684004 Attrib 200927_s_at -0.017285675731820816 Attrib 200928_s_at 0.05267181154953673 Attrib 200929_at -0.025780446111482818 Attrib 200930_s_at 0.05182355752146991 Attrib 200931_s_at -0.045351950474415946 Attrib 200932_s_at -0.03508571908147576 Attrib 200933_x_at 0.0386250075429253 Attrib 200934_at -0.003812598613822574 Attrib 200935_at -0.013052635562870908 Attrib 200936_at -0.03808578258564053 Attrib 200937_s_at -0.044264218952214024 Attrib 200938_s_at -0.02120456361640695 Attrib 200939_s_at 0.021949924377428716 Attrib 200940_s_at 6.756410891066428E-4 Attrib 200941_at 0.027986658831242017 Attrib 200942_s_at -0.025893877468227647 Attrib 200943_at -0.0013076477740725668 Attrib 200944_s_at -0.012838816951131518 Attrib 200945_s_at -0.031436805453353554 Attrib 200946_x_at -0.036641572105589715 Attrib 200947_s_at 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Attrib 201023_at -0.022874452720986628 Attrib 201024_x_at -0.037202480398042095 Attrib 201025_at -0.04368539712369358 Attrib 201026_at 0.03969450862212433 Attrib 201027_s_at -0.03811788158327508 Attrib 201028_s_at 0.011170428403596182 Attrib 201029_s_at 0.047548205163043165 Attrib 201030_x_at -0.019367252776570733 Attrib 201031_s_at -9.289367695269713E-4 Attrib 201032_at -0.013308630328810106 Attrib 201033_x_at 0.007775548582791995 Attrib 201034_at 0.005602567694280904 Attrib 201035_s_at 0.04490341721812538 Attrib 201036_s_at 0.035122589415721765 Attrib 201037_at -0.001153496555157192 Attrib 201038_s_at -0.003271504584803318 Attrib 201039_s_at -0.013729123232790998 Attrib 201040_at 0.048490386662970085 Attrib 201041_s_at -0.002382871961886788 Attrib 201042_at 0.0296690799286355 Attrib 201043_s_at -0.014249018663047336 Attrib 201044_x_at 0.057820543789103195 Attrib 201045_s_at 0.03663289006844302 Attrib 201046_s_at -0.017397252006558315 Attrib 201047_x_at 0.024650677943837056 Attrib 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Attrib 200980_s_at -0.024219354631322992 Attrib 200981_x_at -0.02272167674009679 Attrib 200982_s_at -0.012779358359498704 Attrib 200983_x_at 0.03444821364780265 Attrib 200984_s_at 0.03552475752433658 Attrib 200985_s_at 0.024613638274311084 Attrib 200986_at 9.788246229144575E-4 Attrib 200987_x_at -0.007140362342427382 Attrib 200988_s_at -0.014671609669692729 Attrib 200989_at -0.03316256470100915 Attrib 200990_at 0.03306003591168299 Attrib 200991_s_at -0.042083510897949546 Attrib 200992_at 0.016021097276791376 Attrib 200993_at -0.026922798767088998 Attrib 200994_at 0.026590630220621175 Attrib 200995_at 6.315944365130967E-4 Attrib 200996_at 0.040526598850905204 Attrib 200997_at 0.019946143698020998 Attrib 200998_s_at 0.044113007027209696 Attrib 200999_s_at 0.033664794435370154 Attrib 201000_at -0.003145096392883899 Attrib 201001_s_at -0.04755333088550314 Attrib 201002_s_at -0.04785622644034336 Attrib 201003_x_at 0.009898495851192544 Attrib 201004_at 0.040049407131601086 Attrib 201005_at 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Attrib 200843_s_at 0.03114944652626003 Attrib 200844_s_at 0.0398014498271504 Attrib 200845_s_at -0.05183196715792897 Attrib 200846_s_at -0.025316948199657928 Attrib 200847_s_at -0.04709572554444312 Attrib 200848_at -0.009300160625124752 Attrib 200849_s_at -0.025889195287009184 Attrib 200850_s_at 0.00725052283568954 Attrib 200851_s_at 0.0069228746981435905 Attrib 200852_x_at 0.032709666903614563 Attrib 200853_at 0.01504996211483398 Attrib 200854_at -0.03156676283099741 Attrib 200855_at -0.031449661487966976 Attrib 200856_x_at 0.002552176464408095 Attrib 200857_s_at -0.04078961982700777 Attrib 200858_s_at -0.022093605964226305 Attrib 200859_x_at 0.027681287797737104 Attrib 200860_s_at 0.015514110316056573 Attrib 200861_at -0.031795119954571946 Attrib 200862_at 0.01024914216462934 Attrib 200863_s_at -0.01272218645767298 Attrib 200864_s_at 0.04309791227530446 Attrib 200865_at -0.04771819889018211 Attrib 200866_s_at -0.02039014066735549 Attrib 200867_at -0.0185349146074503 Attrib 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Attrib 200944_s_at 0.04336780497980693 Attrib 200945_s_at -0.024944193565409497 Attrib 200946_x_at 0.03540695233942498 Attrib 200947_s_at -0.030908198453522783 Attrib 200948_at -0.03400225820501031 Attrib 200949_x_at -0.04608499874043525 Attrib 200950_at -0.021532345517972704 Attrib 200951_s_at -0.01090823858267009 Attrib 200952_s_at 0.03516213139432058 Attrib 200953_s_at 0.046316022735475165 Attrib 200954_at -0.039343676915470964 Attrib 200955_at -0.015681173972798872 Attrib 200956_s_at -0.04011618582222789 Attrib 200957_s_at 0.02897770160688301 Attrib 200958_s_at -0.00441381739350929 Attrib 200959_at -0.011300874973559324 Attrib 200960_x_at 0.009962776176752028 Attrib 200961_at 0.01712681645377478 Attrib 200962_at -0.010160434289544485 Attrib 200963_x_at -0.024740364988693864 Attrib 200964_at -0.0319982418223747 Attrib 200965_s_at -0.022686622547053812 Attrib 200966_x_at 0.03296541813639948 Attrib 200967_at 0.013744063225521843 Attrib 200968_s_at -0.04730285876474195 Attrib 200969_at 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Attrib 200800_s_at 0.0019054416987764873 Attrib 200801_x_at -0.014590394191107437 Attrib 200802_at 0.04922159151543429 Attrib 200803_s_at -0.002743585310971106 Attrib 200804_at 0.005076161126434604 Attrib 200805_at 0.02704395684835616 Attrib 200806_s_at 0.042915337907447795 Attrib 200807_s_at 0.014143900981662664 Attrib 200808_s_at -0.023642949463347263 Attrib 200809_x_at 0.02558418978605581 Attrib 200810_s_at 0.045870222789021385 Attrib 200811_at 0.034582465463174936 Attrib 200812_at 0.03685389479259342 Attrib 200813_s_at -0.00112867998066882 Attrib 200814_at -0.049952162064834084 Attrib 200815_s_at 0.044619166959829426 Attrib 200816_s_at 0.009299290203380682 Attrib 200817_x_at -0.027259217999258806 Attrib 200818_at -0.04626451895992552 Attrib 200819_s_at -0.029142535731788616 Attrib 200820_at 0.029136634084923462 Attrib 200821_at -0.0023293710172266856 Attrib 200822_x_at 0.03695695186390684 Attrib 200823_x_at 0.026971078063210457 Attrib 200824_at 0.02687560745718926 Attrib 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Attrib 200883_at -0.01374404720811132 Attrib 200884_at 0.028354782683099957 Attrib 200885_at 0.02890990529742763 Attrib 200886_s_at 0.011490179436631302 Attrib 200887_s_at 0.042080974662199414 Attrib 200888_s_at -0.00472882113191228 Attrib 200889_s_at -0.02927751846199148 Attrib 200890_s_at 0.01915234548567749 Attrib 200891_s_at 0.013238249622011988 Attrib 200892_s_at -0.042989593084010236 Attrib 200893_at -0.03321842240170117 Attrib 200894_s_at -0.02533824628055883 Attrib 200895_s_at -0.0305444572755224 Attrib 200896_x_at -0.02048245766758203 Attrib 200897_s_at 0.039543623893131555 Attrib 200898_s_at -0.02276205774834552 Attrib 200899_s_at -0.014311091560192488 Attrib 200900_s_at 0.015578038363488934 Attrib 200901_s_at -0.01895003515680482 Attrib 200902_at 0.03532158859344792 Attrib 200903_s_at 1.8745286342812507E-4 Attrib 200904_at -0.026008854200112223 Attrib 200905_x_at 0.002436623846418259 Attrib 200906_s_at 0.00815311971920685 Attrib 200907_s_at 0.02626161633674757 Attrib 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Attrib 200824_at -0.009797140161675858 Attrib 200825_s_at -0.049096498488605964 Attrib 200826_at 0.007957992796749726 Attrib 200827_at 0.05160335792708693 Attrib 200828_s_at 0.0021397771384212435 Attrib 200829_x_at -0.006155454232091398 Attrib 200830_at 0.029782584356249316 Attrib 200831_s_at 0.05278475378700602 Attrib 200832_s_at -0.0011151995437428672 Attrib 200833_s_at -0.032299362566015365 Attrib 200834_s_at -0.04247496428265753 Attrib 200835_s_at -0.0018841032706077222 Attrib 200836_s_at 0.021670968723663336 Attrib 200837_at -0.009927610246227316 Attrib 200838_at 0.02967285005393078 Attrib 200839_s_at 0.0013790787624386126 Attrib 200840_at -0.0419318712210267 Attrib 200841_s_at 9.348555771046827E-4 Attrib 200842_s_at 0.02506014525855738 Attrib 200843_s_at 0.01238416582024569 Attrib 200844_s_at -9.628639418926574E-4 Attrib 200845_s_at -0.023075989380804924 Attrib 200846_s_at 0.007459842227164283 Attrib 200847_s_at -0.053069060896762284 Attrib 200848_at 0.04590644389618649 Attrib 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Attrib 201000_at 0.008420032964477948 Attrib 201001_s_at -0.005814643092446425 Attrib 201002_s_at -0.017456605539725594 Attrib 201003_x_at 0.025612187771524356 Attrib 201004_at -0.00922838840368738 Attrib 201005_at 0.013801088426260596 Attrib 201006_at -0.02519589297898649 Attrib 201007_at 0.021151194856671215 Attrib 201008_s_at 0.0443509607503353 Attrib 201009_s_at 0.00537092842411108 Attrib 201010_s_at 0.002119409008409708 Attrib 201011_at 0.006157475919015252 Attrib 201012_at -0.017912883475307402 Attrib 201013_s_at 0.01854228810760572 Attrib 201014_s_at 0.03390645673352911 Attrib 201015_s_at 0.032924735657148554 Attrib 201016_at -0.013336666503860334 Attrib 201017_at -0.0428218945821791 Attrib 201018_at 0.005769306735540996 Attrib 201019_s_at -0.03151669825975101 Attrib 201020_at 0.03751909553931078 Attrib 201021_s_at -0.02301295593754464 Attrib 201022_s_at -0.023039385166991656 Attrib 201023_at 0.02288786726925563 Attrib 201024_x_at 0.04744136546884162 Attrib 201025_at 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Attrib AFFX-TrpnX-3_at 0.04108084770894776 Attrib AFFX-TrpnX-5_at 0.02114056964817055 Attrib AFFX-TrpnX-M_at 0.0031827264508042393 Class normal Input Node 0 Class adenoma Input Node 1 Time taken to build model: 1258.72 seconds Time taken to test model on training data: 1.86 seconds === Error on training data === Correctly Classified Instances 63 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0042 Root mean squared error 0.0042 Relative absolute error 0.8345 % Root relative squared error 0.8366 % Total Number of Instances 63 === 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 adenoma Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 32 0 | a = normal 0 31 | b = adenoma Time taken to perform cross-validation: 2796.78 seconds === Stratified cross-validation === Correctly Classified Instances 63 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0067 Root mean squared error 0.0114 Relative absolute error 1.3415 % Root relative squared error 2.2796 % Total Number of Instances 63 === 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 adenoma Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 32 0 | a = normal 0 31 | b = adenoma