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 0.06031852023977582 Node 2 1.0528901617793696 Node 3 0.21243927300009813 Node 4 -1.150772325692193 Node 5 -0.9040744612732371 Node 6 0.7549547634841389 Node 7 -1.1849627848528654 Node 8 1.161797522082931 Node 9 -1.4314018600446508 Node 10 0.7173979093596924 Node 11 1.257119002686869 Sigmoid Node 1 Inputs Weights Threshold -0.009301944645761197 Node 2 -1.092819390044735 Node 3 -0.15015770562379369 Node 4 1.1355356033231778 Node 5 0.8875351712127502 Node 6 -0.7813136656123242 Node 7 1.185198648536659 Node 8 -1.1269173132024723 Node 9 1.4114068782518012 Node 10 -0.754146238183356 Node 11 -1.27739331337926 Sigmoid Node 2 Inputs Weights Threshold -0.021195911902074857 Attrib 1007_s_at 0.0470190449422469 Attrib 1053_at 0.048120688209009 Attrib 117_at 0.041086340290123244 Attrib 121_at -0.02688825685827994 Attrib 1255_g_at 0.048417820445336116 Attrib 1294_at 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1552362_a_at -0.046944103005352684 Attrib 1552364_s_at 0.03931280879406955 Attrib 1552365_at -0.013445822642114857 Attrib 1552367_a_at -0.0060655551964604775 Attrib 1552368_at -0.032355315311860554 Attrib 1552370_at -0.044393428920312165 Attrib 1552372_at 0.03257185562272203 Attrib 1552373_s_at 0.003502870979038287 Attrib 1552375_at 0.045897003994742426 Attrib 1552377_s_at 0.034737912879834826 Attrib 1552378_s_at 0.017508160616822713 Attrib 1552379_at -0.0403554051995266 Attrib 1552381_at -0.051355782582318814 Attrib 1552383_at 0.0363828658286221 Attrib 1552384_a_at -0.04280131437571632 Attrib 1552386_at -0.03633858920391748 Attrib 1552388_at -0.006777270787278441 Attrib 1552389_at -0.0036656970144586785 Attrib 1552390_a_at -0.004198078513506346 Attrib 1552391_at 0.0016197780487856837 Attrib 1552393_at -0.007977907465694059 Attrib 1552394_a_at -9.756425166547355E-4 Attrib 1552395_at -0.004096947166425194 Attrib 1552396_at 0.012796896901598553 Attrib 1552398_a_at 0.025423914897022705 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1552477_a_at 0.015107507621951559 Attrib 1552478_a_at -0.05377774433160063 Attrib 1552480_s_at 0.03703393580510898 Attrib 1552481_s_at -0.016231719049787117 Attrib 1552482_at 0.01966952567786833 Attrib 1552484_at -0.009743621850319701 Attrib 1552485_at 0.009259962353269834 Attrib 1552486_s_at 0.03695669179238537 Attrib 1552487_a_at -0.021879658783139286 Attrib 1552489_s_at 0.04606430690935555 Attrib 1552490_at -0.0240687064686449 Attrib 1552491_at 0.04083281706129191 Attrib 1552493_s_at -0.04105481349777704 Attrib 1552494_at -0.008560871710629712 Attrib 1552496_a_at -0.03357634614470077 Attrib 1552497_a_at 0.019434050583265475 Attrib 1552498_at 0.04508695980499288 Attrib 1552499_a_at -0.051012220320762566 Attrib 1552501_a_at -0.01977854948997781 Attrib 1552502_s_at -0.021712330766334522 Attrib 1552503_at -0.04548532026564972 Attrib 1552504_a_at 0.019314767097756105 Attrib 1552506_at 0.0429480849826728 Attrib 1552507_at -0.039020282585848845 Attrib 1552508_at 0.0188889393864326 Attrib 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0.022204379804320468 Attrib 200641_s_at -0.018307992469558842 Attrib 200642_at 0.016170613846619587 Attrib 200643_at 0.05363476352315078 Attrib 200644_at -0.0394820272072335 Attrib 200645_at -0.041214923050182824 Attrib 200646_s_at 0.01911334121308796 Attrib 200647_x_at -0.01466174315274735 Attrib 200648_s_at -0.01966082660209156 Attrib 200649_at 0.03696606348568567 Attrib 200650_s_at -0.017220285352544794 Attrib 200651_at 0.03868249239344631 Attrib 200652_at 0.006214126217901502 Attrib 200653_s_at -0.01351285129538455 Attrib 200654_at -0.03292309559233173 Attrib 200655_s_at -0.0016184614929090346 Attrib 200656_s_at 0.017832034311845466 Attrib 200657_at -0.027875571177130284 Attrib 200658_s_at 0.019465930476944233 Attrib 200659_s_at -0.013602415634541423 Attrib 200660_at -0.013015830451916097 Attrib 200661_at -0.03891521671744181 Attrib 200662_s_at 0.027067506100866303 Attrib 200663_at -0.051603370371489814 Attrib 200664_s_at 0.02093681514664505 Attrib 200665_s_at -0.006248945878705851 Attrib 200666_s_at -0.042523881666568786 Attrib 200667_at 0.04628337587586601 Attrib 200668_s_at -0.012527244231669846 Attrib 200669_s_at 0.020971721201637015 Attrib 200670_at 0.02329509322435904 Attrib 200671_s_at 0.001967134262316292 Attrib 200672_x_at -0.03882598027098264 Attrib 200673_at 0.00337852884397918 Attrib 200674_s_at -0.015523467049278022 Attrib 200675_at 0.012697300982807653 Attrib 200676_s_at -0.01968059724457848 Attrib 200677_at -0.046108119591235716 Attrib 200678_x_at 0.01016860307080081 Attrib 200679_x_at 0.022282626875374155 Attrib 200680_x_at -0.015634848253203243 Attrib 200681_at -0.019669801952474447 Attrib 200682_s_at 0.0236647085179893 Attrib 200683_s_at -0.002280484013425201 Attrib 200684_s_at 0.021175527719834907 Attrib 200685_at 6.525367873631649E-4 Attrib 200686_s_at 0.035033474664222505 Attrib 200687_s_at -0.03571814769314797 Attrib 200688_at -0.04990990874777762 Attrib 200689_x_at -0.010589498950893002 Attrib 200690_at 0.009570666283388367 Attrib 200691_s_at 0.048471594191717544 Attrib 200692_s_at -0.03736396149421222 Attrib 200693_at 0.023024461139186603 Attrib 200694_s_at 0.008592712671840813 Attrib 200695_at 0.0024664021743379524 Attrib 200696_s_at 0.022633599269312514 Attrib 200697_at 0.02380990872676541 Attrib 200698_at -0.024845478900039953 Attrib 200699_at 0.036735789270133115 Attrib 200700_s_at -0.007402314649478598 Attrib 200701_at -0.02264333750193081 Attrib 200702_s_at -0.01512346003909134 Attrib 200703_at -0.029518063797906037 Attrib 200704_at -0.04726887283147942 Attrib 200705_s_at 0.0089753405594595 Attrib 200706_s_at 0.014637725695334962 Attrib 200707_at -0.029260591406440814 Attrib 200708_at -0.04174126626558872 Attrib 200709_at 0.02147745820573354 Attrib 200710_at -0.03374740549443905 Attrib 200711_s_at 0.03876343167323453 Attrib 200712_s_at -0.021582552994059933 Attrib 200713_s_at 0.007056032389248862 Attrib 200714_x_at 0.025319023816622866 Attrib 200715_x_at -0.036668859434745564 Attrib 200716_x_at 0.016593878648306897 Attrib 200717_x_at -0.027536882055381372 Attrib 200718_s_at 0.038393377239918966 Attrib 200719_at -0.004456754532401453 Attrib 200720_s_at -0.03479191845102469 Attrib 200721_s_at -0.002841432004329391 Attrib 200722_s_at -0.025002376131327077 Attrib 200723_s_at -0.014115698887151248 Attrib 200724_at 0.03995779804245487 Attrib 200725_x_at -0.041205885954445534 Attrib 200726_at -0.01942883107804881 Attrib 200727_s_at -0.016263461414069494 Attrib 200728_at -0.04038244576078293 Attrib 200729_s_at 0.02370110677177343 Attrib 200730_s_at 0.0235552757113956 Attrib 200731_s_at -0.022571163663626503 Attrib 200732_s_at 0.030148710661148263 Attrib 200733_s_at -0.01379362052781661 Attrib 200734_s_at -0.02675569613517586 Attrib 200735_x_at 0.029676571708343535 Attrib 200736_s_at -0.0252684997603431 Attrib 200737_at -0.004374031180390476 Attrib 200738_s_at 0.019768041789877303 Attrib 200739_s_at 0.04284320839451299 Attrib 200740_s_at -0.003242277802689656 Attrib 200741_s_at 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Attrib 200817_x_at 0.04125184944715323 Attrib 200818_at 0.04437410448948156 Attrib 200819_s_at 0.024724636094161645 Attrib 200820_at 0.009475036392055138 Attrib 200821_at 0.030345969969920738 Attrib 200822_x_at -0.025756515770449354 Attrib 200823_x_at -0.02386624087236447 Attrib 200824_at 0.0037677992180723185 Attrib 200825_s_at 0.01336145458147933 Attrib 200826_at -0.0058275948659783465 Attrib 200827_at 0.007228809341831001 Attrib 200828_s_at 0.05079840316076994 Attrib 200829_x_at -0.030529467130212217 Attrib 200830_at -0.03364843885036555 Attrib 200831_s_at -0.009104263224211352 Attrib 200832_s_at 0.015339187916542719 Attrib 200833_s_at -0.027664404887248317 Attrib 200834_s_at -0.04567159895056004 Attrib 200835_s_at 0.04602509502091031 Attrib 200836_s_at 0.03040141771219998 Attrib 200837_at -0.0011202192479443471 Attrib 200838_at 0.025161503405580616 Attrib 200839_s_at -0.025127087165878 Attrib 200840_at 0.04749777360325943 Attrib 200841_s_at -0.027193012218832913 Attrib 200842_s_at 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Attrib 200074_s_at -0.024145682019620817 Attrib 200075_s_at -0.0124091867856513 Attrib 200076_s_at -0.016893739183443834 Attrib 200077_s_at -0.04663503401340813 Attrib 200078_s_at 0.042967204398387054 Attrib 200079_s_at -0.024109301423899016 Attrib 200080_s_at 0.04358035591589189 Attrib 200081_s_at -0.015228666620418416 Attrib 200082_s_at -0.012870770744731594 Attrib 200083_at -0.03822869434274751 Attrib 200084_at 0.0038793054818414352 Attrib 200085_s_at 0.010771108696803597 Attrib 200086_s_at 0.009072154865862596 Attrib 200087_s_at 0.012248772081757271 Attrib 200088_x_at -0.046440135550426816 Attrib 200089_s_at -0.03987143125989753 Attrib 200090_at -0.0217823654557853 Attrib 200091_s_at -0.044243194780305965 Attrib 200092_s_at 0.0373173905681825 Attrib 200093_s_at 0.007925032346450584 Attrib 200094_s_at 0.034770084649730984 Attrib 200095_x_at -7.442789027342696E-4 Attrib 200096_s_at 0.0017571985534622124 Attrib 200097_s_at 0.029287347208979107 Attrib 200098_s_at 0.004809901361630097 Attrib 200099_s_at 0.024733150113777053 Attrib 200593_s_at 0.005720161625751937 Attrib 200594_x_at -0.00576550327555026 Attrib 200595_s_at -0.0030847351555575745 Attrib 200596_s_at -0.02950327458350258 Attrib 200597_at 0.04839522985830052 Attrib 200598_s_at -0.02523529027190861 Attrib 200599_s_at 0.004899683282123212 Attrib 200600_at 0.030582743276989767 Attrib 200601_at 9.761151564951598E-4 Attrib 200602_at -0.010153754118922697 Attrib 200603_at -0.006002064506182067 Attrib 200604_s_at 0.03822359095284659 Attrib 200605_s_at -0.01780726593566467 Attrib 200606_at -0.042138380654959576 Attrib 200607_s_at -0.00528184107319167 Attrib 200608_s_at -0.02719153446557411 Attrib 200609_s_at -0.0364374912919869 Attrib 200610_s_at -0.032141819153086386 Attrib 200611_s_at -0.048091564532757626 Attrib 200612_s_at -0.04751514092131351 Attrib 200613_at 0.013845569673784659 Attrib 200614_at 0.03783096608647089 Attrib 200615_s_at 0.03036044361633087 Attrib 200616_s_at 0.007449276078205176 Attrib 200617_at 0.03751041958273127 Attrib 200618_at -0.030409240657557318 Attrib 200619_at 0.016974318429693647 Attrib 200620_at -0.01726015895664184 Attrib 200621_at 0.030636024501800863 Attrib 200622_x_at 0.0017174144598804696 Attrib 200623_s_at 0.0116182876850117 Attrib 200624_s_at -0.025490306174571858 Attrib 200625_s_at -0.001204144755514542 Attrib 200626_s_at 0.01418338738512101 Attrib 200627_at 0.011876964637638862 Attrib 200628_s_at -0.007040849067717464 Attrib 200629_at -0.027574697970058216 Attrib 200630_x_at 0.037612646411440326 Attrib 200631_s_at -0.03434935923717673 Attrib 200632_s_at -0.013932659078133323 Attrib 200633_at 0.037970223378586646 Attrib 200634_at -0.01377394186794306 Attrib 200635_s_at 0.018156655743072788 Attrib 200636_s_at -0.03845656219801745 Attrib 200637_s_at -0.02705075605187116 Attrib 200638_s_at 0.002398785303230095 Attrib 200639_s_at -0.04635648820327993 Attrib 200640_at 0.019339143553777912 Attrib 200641_s_at 0.030971952039849978 Attrib 200642_at 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Attrib 200718_s_at -0.022353332370106983 Attrib 200719_at 0.004333726249013103 Attrib 200720_s_at 0.0478689598466754 Attrib 200721_s_at 0.01885101716700557 Attrib 200722_s_at -0.04489133812846413 Attrib 200723_s_at 0.011817090105369984 Attrib 200724_at -0.03855387582138197 Attrib 200725_x_at -0.037756692379857695 Attrib 200726_at -0.025693046293352728 Attrib 200727_s_at 0.01366494872607475 Attrib 200728_at 0.014280979069834396 Attrib 200729_s_at 0.01755698902374517 Attrib 200730_s_at 0.02107932593424551 Attrib 200731_s_at 0.04512549514542843 Attrib 200732_s_at 0.031067996350912955 Attrib 200733_s_at 0.03953719349289003 Attrib 200734_s_at 0.00884801805927383 Attrib 200735_x_at -0.00465983603737414 Attrib 200736_s_at -0.0012096236621408965 Attrib 200737_at -0.01461279624136155 Attrib 200738_s_at -0.039614982083926636 Attrib 200739_s_at 0.041191457520375355 Attrib 200740_s_at -0.027384443478757382 Attrib 200741_s_at 0.01054197929298329 Attrib 200742_s_at -0.018310882236676443 Attrib 200743_s_at 0.018307503996840314 Attrib 200744_s_at 0.01175186234642749 Attrib 200745_s_at -0.03449233901344898 Attrib 200746_s_at -0.042145090019181396 Attrib 200747_s_at 0.04773880577333789 Attrib 200748_s_at 0.04501081078416727 Attrib 200749_at -0.04479732070133418 Attrib 200750_s_at 0.044203432326482085 Attrib 200751_s_at 0.006339762544843372 Attrib 200752_s_at -0.0071246239672829535 Attrib 200753_x_at 0.004064275396037507 Attrib 200754_x_at 0.023340325177850292 Attrib 200755_s_at -0.035822636206996786 Attrib 200756_x_at -0.007993198200977873 Attrib 200757_s_at 0.025340247068985185 Attrib 200758_s_at -0.011239764787736339 Attrib 200759_x_at 0.03962404904247382 Attrib 200760_s_at 0.03822281558154985 Attrib 200761_s_at 0.02914587937270096 Attrib 200762_at -0.031332492695606735 Attrib 200763_s_at 0.02757622137966327 Attrib 200764_s_at 0.019567605929605582 Attrib 200765_x_at 0.007142985693178083 Attrib 200766_at 0.03557702423653027 Attrib 200767_s_at -0.036880059367711306 Attrib 200768_s_at -0.027447884492201795 Attrib 200769_s_at 0.040190443646117256 Attrib 200770_s_at -0.03919268156329453 Attrib 200771_at 0.021794730001683013 Attrib 200772_x_at 0.033805207899711864 Attrib 200773_x_at -0.02480177745761508 Attrib 200774_at -0.04852778308877354 Attrib 200775_s_at -0.00844763528310737 Attrib 200776_s_at -0.05001942944214107 Attrib 200777_s_at 0.03284846698047194 Attrib 200778_s_at -0.0073884552828337 Attrib 200779_at 0.02780688049964347 Attrib 200780_x_at -0.030751359239935345 Attrib 200781_s_at 0.039696290798900524 Attrib 200782_at -0.014313199388486927 Attrib 200783_s_at 0.044261038349086346 Attrib 200784_s_at 0.015099861872394487 Attrib 200785_s_at 0.005519783883335993 Attrib 200786_at 0.034513335829721055 Attrib 200787_s_at 0.014877413121170122 Attrib 200788_s_at 0.03145685988782243 Attrib 200789_at 0.009491386363762275 Attrib 200790_at -0.039682678275099845 Attrib 200791_s_at -0.03618670129013464 Attrib 200792_at -0.0357557746956064 Attrib 200793_s_at 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Attrib 200819_s_at 0.02986554514859539 Attrib 200820_at -0.0029825716953722375 Attrib 200821_at -0.04715368816796652 Attrib 200822_x_at -0.01319452712550463 Attrib 200823_x_at -0.03374616562283053 Attrib 200824_at -0.047887024052260724 Attrib 200825_s_at -0.03308224227589202 Attrib 200826_at 0.047592998276517244 Attrib 200827_at 0.02472866942914017 Attrib 200828_s_at -0.027643273895570586 Attrib 200829_x_at 0.03590460389334571 Attrib 200830_at -0.04210965444089672 Attrib 200831_s_at 0.0029044408958519017 Attrib 200832_s_at -0.004466488658586738 Attrib 200833_s_at 0.01389850312188045 Attrib 200834_s_at 0.03861505035505436 Attrib 200835_s_at -0.018429625942219762 Attrib 200836_s_at -0.016100557754405262 Attrib 200837_at -0.021622079847730707 Attrib 200838_at 0.018798433282298514 Attrib 200839_s_at 0.02156959147988503 Attrib 200840_at -0.035700028082752286 Attrib 200841_s_at 0.025240807318954107 Attrib 200842_s_at 0.022391207352279046 Attrib 200843_s_at 0.04524291739888737 Attrib 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Attrib 200831_s_at 0.02560901699597173 Attrib 200832_s_at 0.0011153692371553981 Attrib 200833_s_at -0.0016775036159524742 Attrib 200834_s_at -0.05512738317217586 Attrib 200835_s_at 0.036274698934142924 Attrib 200836_s_at 0.028069282631282794 Attrib 200837_at 0.03621088682590485 Attrib 200838_at 0.050869154019029195 Attrib 200839_s_at 0.05575106708765439 Attrib 200840_at 0.026888393061748853 Attrib 200841_s_at -0.010974726697036603 Attrib 200842_s_at 0.04031933360320312 Attrib 200843_s_at -0.03486631007330935 Attrib 200844_s_at -0.0259677642941228 Attrib 200845_s_at 0.007479049142210283 Attrib 200846_s_at 0.04169382448735713 Attrib 200847_s_at 0.04046716927660533 Attrib 200848_at -0.027016083530702843 Attrib 200849_s_at -0.035114655915979495 Attrib 200850_s_at 0.0427134951956495 Attrib 200851_s_at -0.025875347429386075 Attrib 200852_x_at -0.020372576011776063 Attrib 200853_at 0.02989302890980026 Attrib 200854_at 0.02609345116713707 Attrib 200855_at -0.036142186130202016 Attrib 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Attrib 200932_s_at -0.015783694812822744 Attrib 200933_x_at -0.01530571852818155 Attrib 200934_at -0.015203999204422673 Attrib 200935_at -0.0013282977579132248 Attrib 200936_at 0.021384309355991435 Attrib 200937_s_at 0.013101965427100397 Attrib 200938_s_at -0.008645112632266172 Attrib 200939_s_at 0.0028420824347217813 Attrib 200940_s_at -0.018163765344380457 Attrib 200941_at -0.019984256615987468 Attrib 200942_s_at -0.011067368375916363 Attrib 200943_at -0.015555231802770745 Attrib 200944_s_at 0.024411597488677227 Attrib 200945_s_at 0.03675255926031258 Attrib 200946_x_at -0.029753919336833173 Attrib 200947_s_at 0.0017143291646158304 Attrib 200948_at -0.03560063634690631 Attrib 200949_x_at -0.018330481583191584 Attrib 200950_at -0.003679229249415164 Attrib 200951_s_at -0.025241957733873745 Attrib 200952_s_at 0.03962049418739229 Attrib 200953_s_at 0.038636303169212724 Attrib 200954_at 0.05105481201826713 Attrib 200955_at 0.00690543077088711 Attrib 200956_s_at -0.003609393251767823 Attrib 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Attrib 200871_s_at 0.041987983465323626 Attrib 200872_at -0.026058555721999596 Attrib 200873_s_at -0.006176198718908384 Attrib 200874_s_at 0.017872254048456132 Attrib 200875_s_at 0.025263290317661016 Attrib 200876_s_at 0.036607757880115444 Attrib 200877_at -0.014533986405832604 Attrib 200878_at 0.006913586870970094 Attrib 200879_s_at 0.047177531030128596 Attrib 200880_at -0.04155382302405502 Attrib 200881_s_at -0.041712866686033634 Attrib 200882_s_at 7.06481432232048E-4 Attrib 200883_at -0.021595216160115886 Attrib 200884_at -0.043687607120808526 Attrib 200885_at -0.0406275603911695 Attrib 200886_s_at -0.030992748814400273 Attrib 200887_s_at 0.01895521419205385 Attrib 200888_s_at 0.028124327448422373 Attrib 200889_s_at -0.0073512260870630085 Attrib 200890_s_at -0.006593171411685011 Attrib 200891_s_at -0.015978404358274724 Attrib 200892_s_at 0.005407611679037851 Attrib 200893_at -0.002702485308282912 Attrib 200894_s_at -0.016709036987728704 Attrib 200895_s_at 0.04603371196796875 Attrib 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Attrib 200997_at 0.040854320410028455 Attrib 200998_s_at -0.04931745645992615 Attrib 200999_s_at 0.03180968710097054 Attrib 201000_at 0.05050941363262021 Attrib 201001_s_at -0.048681705855821364 Attrib 201002_s_at 0.03485670178666813 Attrib 201003_x_at 0.023827477090369677 Attrib 201004_at 0.006576247585068544 Attrib 201005_at 0.019497840961601138 Attrib 201006_at -0.013043072908482875 Attrib 201007_at 0.011444371498711586 Attrib 201008_s_at -0.044648964341242166 Attrib 201009_s_at -0.041230279549844706 Attrib 201010_s_at -0.010708387420232234 Attrib 201011_at -0.027328290642595426 Attrib 201012_at 0.0404429610787773 Attrib 201013_s_at 0.05051147552973199 Attrib 201014_s_at 0.04582383742232443 Attrib 201015_s_at -0.020490315207484695 Attrib 201016_at -0.04863350723286171 Attrib 201017_at 0.004143782879172449 Attrib 201018_at -0.037349307351536624 Attrib 201019_s_at -0.03577636627397833 Attrib 201020_at -0.039139851889446964 Attrib 201021_s_at -0.02209892485706141 Attrib 201022_s_at 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200664_s_at 0.024692531563400774 Attrib 200665_s_at 0.04608164919589845 Attrib 200666_s_at -0.005557614069976299 Attrib 200667_at 0.024184375182854493 Attrib 200668_s_at -0.02768202660294373 Attrib 200669_s_at 0.015105174813473189 Attrib 200670_at -0.002477946934705313 Attrib 200671_s_at 0.02706980006765532 Attrib 200672_x_at -0.012360876803045429 Attrib 200673_at 0.030667435698243886 Attrib 200674_s_at 0.028555077904474816 Attrib 200675_at 0.008773808096155031 Attrib 200676_s_at 0.005234357482425655 Attrib 200677_at -0.04319498268439923 Attrib 200678_x_at -0.023234624166765284 Attrib 200679_x_at -0.03793555885490953 Attrib 200680_x_at -0.02943555454044187 Attrib 200681_at -0.012563302024049379 Attrib 200682_s_at -0.03717878561067508 Attrib 200683_s_at -0.04440673702516374 Attrib 200684_s_at 0.024833478686017155 Attrib 200685_at -0.0390488662118301 Attrib 200686_s_at -0.01057713999783183 Attrib 200687_s_at -0.012725717195215544 Attrib 200688_at -0.029913583227401033 Attrib 200689_x_at 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Attrib 200715_x_at 0.015389825304810078 Attrib 200716_x_at -0.018626904634661826 Attrib 200717_x_at -0.01031823361476459 Attrib 200718_s_at -0.03195947984653035 Attrib 200719_at -0.024860684975338165 Attrib 200720_s_at 0.04638216977719898 Attrib 200721_s_at -0.016053744513315833 Attrib 200722_s_at -0.02213499215868179 Attrib 200723_s_at 0.021504153609878843 Attrib 200724_at -0.03549658723099789 Attrib 200725_x_at 0.044325781811804216 Attrib 200726_at 0.047245349001951584 Attrib 200727_s_at 0.02587927040178095 Attrib 200728_at 0.02648877823440022 Attrib 200729_s_at -0.03832169514902541 Attrib 200730_s_at -0.021858917606190895 Attrib 200731_s_at -0.03887044228628621 Attrib 200732_s_at 0.021771266440668596 Attrib 200733_s_at 0.04901827928625763 Attrib 200734_s_at 0.026406981776082403 Attrib 200735_x_at 0.008149073146362084 Attrib 200736_s_at -0.02482652066770276 Attrib 200737_at -0.028390667059682035 Attrib 200738_s_at -0.0050854394989770825 Attrib 200739_s_at 0.04352880752555302 Attrib 200740_s_at 0.021044872241025935 Attrib 200741_s_at -0.039675873213466356 Attrib 200742_s_at -0.01825761818546576 Attrib 200743_s_at -0.04211148786405683 Attrib 200744_s_at 0.024133120544497767 Attrib 200745_s_at -0.014027211405264304 Attrib 200746_s_at -0.04524591472791753 Attrib 200747_s_at 3.1702141656096217E-4 Attrib 200748_s_at 0.029517472259540798 Attrib 200749_at 0.01919234911879149 Attrib 200750_s_at 1.9184672863801962E-4 Attrib 200751_s_at 0.037154157509842085 Attrib 200752_s_at 0.04300531723115132 Attrib 200753_x_at -0.025524859255090057 Attrib 200754_x_at 0.03744210870645752 Attrib 200755_s_at 0.03710329867469098 Attrib 200756_x_at -0.011428746962790264 Attrib 200757_s_at -0.04069380964824175 Attrib 200758_s_at 0.025245756013030515 Attrib 200759_x_at 0.03974602845989522 Attrib 200760_s_at 0.018816657146903424 Attrib 200761_s_at 0.022225385987064698 Attrib 200762_at -0.04210824155826995 Attrib 200763_s_at -0.022194018728272764 Attrib 200764_s_at -0.017451814069019345 Attrib 200765_x_at -0.015338797393015833 Attrib 200766_at -0.03127967266605943 Attrib 200767_s_at 0.006287254764733536 Attrib 200768_s_at 0.042645198827658284 Attrib 200769_s_at 0.03152155494241196 Attrib 200770_s_at -0.004524868235158212 Attrib 200771_at -0.037110973739494506 Attrib 200772_x_at -0.0103850784798452 Attrib 200773_x_at -0.0062801639296078855 Attrib 200774_at -0.05247402889164908 Attrib 200775_s_at -0.012588579194388163 Attrib 200776_s_at 0.0037704762767491024 Attrib 200777_s_at 0.006155180621595965 Attrib 200778_s_at 0.03995014494183339 Attrib 200779_at -0.024837561615761995 Attrib 200780_x_at -0.037514791440027576 Attrib 200781_s_at -0.02231977176243201 Attrib 200782_at -0.029462965441221258 Attrib 200783_s_at -0.04630579467988498 Attrib 200784_s_at 0.04215351863800927 Attrib 200785_s_at 0.03727775583169886 Attrib 200786_at -0.045148974316271205 Attrib 200787_s_at 0.0061080296063883805 Attrib 200788_s_at -0.021977228792716595 Attrib 200789_at 0.04705683611232904 Attrib 200790_at 0.03380269613898776 Attrib 200791_s_at 0.016283577319181248 Attrib 200792_at -0.02556457414589849 Attrib 200793_s_at 0.03593905273541273 Attrib 200794_x_at 0.007698934230330032 Attrib 200795_at -0.015118818751665793 Attrib 200796_s_at 0.015138627094521418 Attrib 200797_s_at 0.011584957434772314 Attrib 200798_x_at 9.320919454959897E-4 Attrib 200799_at -0.019364041929613735 Attrib 200800_s_at 0.029340427085313828 Attrib 200801_x_at -0.016815242279045208 Attrib 200802_at 0.014034038129527374 Attrib 200803_s_at 0.013802507452361525 Attrib 200804_at -0.00926186469506539 Attrib 200805_at 0.003271215041899767 Attrib 200806_s_at -0.026304507597719042 Attrib 200807_s_at 0.0109518402240338 Attrib 200808_s_at -0.015475594212011029 Attrib 200809_x_at 0.024354302959180556 Attrib 200810_s_at 0.03948974430046587 Attrib 200811_at 0.014006570626172245 Attrib 200812_at 0.0037264757265415525 Attrib 200813_s_at -7.644715089885902E-4 Attrib 200814_at 0.03588565120644659 Attrib 200815_s_at 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Attrib 200841_s_at 0.003464410651343724 Attrib 200842_s_at -0.042941628884016654 Attrib 200843_s_at 0.04181602996160627 Attrib 200844_s_at -0.008416008319701424 Attrib 200845_s_at 0.048343643345875306 Attrib 200846_s_at -0.043847890863788895 Attrib 200847_s_at 0.024231033228514807 Attrib 200848_at -0.015215981589287995 Attrib 200849_s_at 0.03596652907226945 Attrib 200850_s_at -0.030499008433289686 Attrib 200851_s_at 0.027511750484274552 Attrib 200852_x_at 0.021822289112438213 Attrib 200853_at 0.031262772598280524 Attrib 200854_at 0.038389950370507325 Attrib 200855_at 0.02515174177719277 Attrib 200856_x_at 0.009343802219287765 Attrib 200857_s_at 0.030736530940219123 Attrib 200858_s_at -0.040996708067555614 Attrib 200859_x_at -0.021254668040621552 Attrib 200860_s_at 0.03861120261990411 Attrib 200861_at -0.0015044277895798004 Attrib 200862_at -0.05095571590816746 Attrib 200863_s_at 0.014463636172937113 Attrib 200864_s_at 0.010914248564952152 Attrib 200865_at 0.048645201834584345 Attrib 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Attrib 200942_s_at -0.03949907115443027 Attrib 200943_at -0.01197142580906079 Attrib 200944_s_at 0.01293791949860972 Attrib 200945_s_at -0.019890468456488432 Attrib 200946_x_at -0.032811205557237134 Attrib 200947_s_at -0.009549987008187773 Attrib 200948_at 0.04462080041949852 Attrib 200949_x_at -0.010799035324566015 Attrib 200950_at 0.010291231256994656 Attrib 200951_s_at -0.04202125707757483 Attrib 200952_s_at 0.021817239728197445 Attrib 200953_s_at -0.028081598121697523 Attrib 200954_at -0.001557462121229867 Attrib 200955_at 0.03331954156616156 Attrib 200956_s_at -0.003648693445222306 Attrib 200957_s_at -0.0026679096654028964 Attrib 200958_s_at -0.0318980226869697 Attrib 200959_at 0.021386031904845927 Attrib 200960_x_at 0.007259178650428951 Attrib 200961_at -0.02410642494929664 Attrib 200962_at -0.029773299340871768 Attrib 200963_x_at -0.04472362361627244 Attrib 200964_at -0.024860465408581705 Attrib 200965_s_at 0.010402033956067184 Attrib 200966_x_at 0.03270850258054449 Attrib 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Attrib 200705_s_at 0.04716390877739113 Attrib 200706_s_at 0.044392758760294804 Attrib 200707_at -0.04620422367610989 Attrib 200708_at -6.49150517075724E-4 Attrib 200709_at 0.04652042685370175 Attrib 200710_at -0.030886488567339814 Attrib 200711_s_at -0.04696225116819589 Attrib 200712_s_at -0.055414612079191246 Attrib 200713_s_at 0.002581424968003804 Attrib 200714_x_at 0.01439039447363139 Attrib 200715_x_at 0.011428742916437253 Attrib 200716_x_at -0.03839326468228897 Attrib 200717_x_at -0.024896570795974144 Attrib 200718_s_at -0.004451690725867627 Attrib 200719_at 0.03489318069489306 Attrib 200720_s_at -0.021408876856196232 Attrib 200721_s_at -0.025562942272870474 Attrib 200722_s_at 0.032696623626078045 Attrib 200723_s_at 0.017725723594837935 Attrib 200724_at -0.004766144572664838 Attrib 200725_x_at 0.013015279622320753 Attrib 200726_at 0.024099385375413052 Attrib 200727_s_at -0.0019744502347271353 Attrib 200728_at -0.028216144492022567 Attrib 200729_s_at 0.027187558153362424 Attrib 200730_s_at -0.03520824984044507 Attrib 200731_s_at 0.03552685347314919 Attrib 200732_s_at -0.0030165425441059882 Attrib 200733_s_at 0.036346356290058765 Attrib 200734_s_at 0.0424320345201493 Attrib 200735_x_at 0.03996417812641657 Attrib 200736_s_at -0.04242994355598041 Attrib 200737_at -0.04806646543492746 Attrib 200738_s_at 0.02767436104344169 Attrib 200739_s_at -0.015613030244223133 Attrib 200740_s_at -0.01982282403568984 Attrib 200741_s_at -0.03616513104313319 Attrib 200742_s_at 0.004379358303746679 Attrib 200743_s_at -0.038181370525651334 Attrib 200744_s_at 0.0014536216063058003 Attrib 200745_s_at 0.046852828532478207 Attrib 200746_s_at -0.023424956679000474 Attrib 200747_s_at 0.032486075893915285 Attrib 200748_s_at -0.05679888993573063 Attrib 200749_at -0.019179004023362246 Attrib 200750_s_at -0.022997620687095453 Attrib 200751_s_at -0.005018199027795108 Attrib 200752_s_at -0.019096177666495743 Attrib 200753_x_at -0.04485092212108186 Attrib 200754_x_at 0.02590319914457104 Attrib 200755_s_at -0.021988058626653095 Attrib 200756_x_at -0.027780955950405577 Attrib 200757_s_at 0.04099543682627657 Attrib 200758_s_at 0.014276210457228435 Attrib 200759_x_at -0.028709468899075948 Attrib 200760_s_at 0.04740265019723395 Attrib 200761_s_at -0.01583450182998648 Attrib 200762_at 0.026497415952516964 Attrib 200763_s_at 0.01733248229720958 Attrib 200764_s_at -0.048226904080204046 Attrib 200765_x_at -0.033826401989335134 Attrib 200766_at 0.04330728988279197 Attrib 200767_s_at -0.033925260455935836 Attrib 200768_s_at -0.024291412421484367 Attrib 200769_s_at -0.011808679181663647 Attrib 200770_s_at -0.034100324207672485 Attrib 200771_at -0.021134460371572343 Attrib 200772_x_at -0.03925928765291952 Attrib 200773_x_at -0.03329829804731232 Attrib 200774_at 0.03785774006158749 Attrib 200775_s_at -0.04530618034065472 Attrib 200776_s_at -0.022670303699094833 Attrib 200777_s_at 0.04666733553384105 Attrib 200778_s_at -0.02230705259425321 Attrib 200779_at -0.048180105728220526 Attrib 200780_x_at 0.005547559117676447 Attrib 200781_s_at -0.01921724702335805 Attrib 200782_at 0.0469853820201611 Attrib 200783_s_at 0.01812738567714763 Attrib 200784_s_at -0.009895914202276543 Attrib 200785_s_at -0.0023997536565985252 Attrib 200786_at -0.02178094223297382 Attrib 200787_s_at 0.010209490142650499 Attrib 200788_s_at 0.010162439619766688 Attrib 200789_at 0.027311300059472316 Attrib 200790_at -0.01472789179216936 Attrib 200791_s_at 0.004837436128458324 Attrib 200792_at 0.014339115541278829 Attrib 200793_s_at -0.0015009516699990002 Attrib 200794_x_at 0.008927934018005203 Attrib 200795_at 0.005941776341056809 Attrib 200796_s_at -0.051441683020646285 Attrib 200797_s_at -0.0016446864840137761 Attrib 200798_x_at -0.021479272816920594 Attrib 200799_at -0.02190098206347772 Attrib 200800_s_at 0.037329992840928715 Attrib 200801_x_at -0.023862516197788574 Attrib 200802_at 0.026250985365435468 Attrib 200803_s_at -0.043460166297348043 Attrib 200804_at -0.019476901805182953 Attrib 200805_at 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Attrib 200831_s_at -0.043554453110773765 Attrib 200832_s_at 0.043404816704240005 Attrib 200833_s_at -0.0478604103909516 Attrib 200834_s_at 0.051853265143121635 Attrib 200835_s_at -0.002437863174587691 Attrib 200836_s_at 0.021256229469980733 Attrib 200837_at 0.018575348169617825 Attrib 200838_at -0.011530382053329664 Attrib 200839_s_at -0.027505372669244663 Attrib 200840_at -1.4045156254929533E-4 Attrib 200841_s_at 0.010658654817074174 Attrib 200842_s_at 0.004713891292521703 Attrib 200843_s_at 0.03426174575450481 Attrib 200844_s_at -0.02554376037546845 Attrib 200845_s_at 0.018995098618554154 Attrib 200846_s_at -0.02091484534001267 Attrib 200847_s_at 0.043597807694791976 Attrib 200848_at -0.03354170685536078 Attrib 200849_s_at 0.01989823759569114 Attrib 200850_s_at -6.7130837711628E-5 Attrib 200851_s_at -0.01248379712194326 Attrib 200852_x_at -0.011671479129936371 Attrib 200853_at 0.042139552700455815 Attrib 200854_at 0.027898462244431693 Attrib 200855_at 0.031963443640209775 Attrib 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Attrib 200982_s_at 0.0333511932596532 Attrib 200983_x_at 0.02488800713239497 Attrib 200984_s_at 0.007859429925091243 Attrib 200985_s_at -0.002885347394357341 Attrib 200986_at -1.7559056888843047E-4 Attrib 200987_x_at 0.01440795064474466 Attrib 200988_s_at -0.02636616950709718 Attrib 200989_at -0.003978860683811029 Attrib 200990_at 0.014511894415392444 Attrib 200991_s_at -0.04067846512626207 Attrib 200992_at -0.026551022731257777 Attrib 200993_at -0.038856911992433095 Attrib 200994_at 0.04148389965990901 Attrib 200995_at -0.03909101082174569 Attrib 200996_at 0.003244555083392567 Attrib 200997_at 0.00315973647942649 Attrib 200998_s_at -0.0052522899350369795 Attrib 200999_s_at 0.016576952183657487 Attrib 201000_at 0.00612189936556395 Attrib 201001_s_at 0.016624032044950696 Attrib 201002_s_at -0.046776031477298516 Attrib 201003_x_at 0.012718315316991824 Attrib 201004_at -0.04488999141743754 Attrib 201005_at 0.003976916191808579 Attrib 201006_at 0.014614382715343726 Attrib 201007_at 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Attrib 200948_at 0.03039970387659687 Attrib 200949_x_at -0.03909757806435717 Attrib 200950_at -0.021804777407109188 Attrib 200951_s_at 0.0012237133842415435 Attrib 200952_s_at -0.016038955765850862 Attrib 200953_s_at 0.008452088766307346 Attrib 200954_at 0.039948246082245106 Attrib 200955_at -0.026194386692477423 Attrib 200956_s_at -0.018192744782688047 Attrib 200957_s_at -0.04405371521885006 Attrib 200958_s_at -0.04562536046954648 Attrib 200959_at 0.021160630828494034 Attrib 200960_x_at -0.03716482147275681 Attrib 200961_at 0.04292962527683809 Attrib 200962_at -0.05265202757901009 Attrib 200963_x_at 0.019606390288853682 Attrib 200964_at -0.042027218049414165 Attrib 200965_s_at 4.341206662018036E-4 Attrib 200966_x_at -0.012431697246060296 Attrib 200967_at 0.027249082232896734 Attrib 200968_s_at 0.019190277576396884 Attrib 200969_at -0.026865994640981834 Attrib 200970_s_at -0.001678656745886508 Attrib 200971_s_at 0.04233366872726093 Attrib 200972_at -0.030089050710203895 Attrib 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Attrib 201024_x_at -0.012058669054240615 Attrib 201025_at 0.036900293615491256 Attrib 201026_at 0.04553829559989416 Attrib 201027_s_at 0.02405439169810742 Attrib 201028_s_at 0.051292008098052684 Attrib 201029_s_at 0.045051988560971305 Attrib 201030_x_at 0.01656648892586066 Attrib 201031_s_at -0.011930618077511293 Attrib 201032_at -0.028274129966955806 Attrib 201033_x_at -0.038805450354597315 Attrib 201034_at 0.011648021840552147 Attrib 201035_s_at 0.05246753786022472 Attrib 201036_s_at -0.005616854352135485 Attrib 201037_at 0.03769015763795155 Attrib 201038_s_at -0.01073126954561176 Attrib 201039_s_at 0.020184360958541526 Attrib 201040_at -0.006317448910699071 Attrib 201041_s_at 0.02271564293780668 Attrib 201042_at 0.046661840889033065 Attrib 201043_s_at -0.020553100891755553 Attrib 201044_x_at -0.026936814252763407 Attrib 201045_s_at -0.006120591359340056 Attrib 201046_s_at -0.035984955668545024 Attrib 201047_x_at -0.010616643931132527 Attrib 201048_x_at -0.03659163271143636 Attrib 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Attrib 200938_s_at 0.006365546572720989 Attrib 200939_s_at -0.02106397086724594 Attrib 200940_s_at -0.04289753032894094 Attrib 200941_at -0.0410493942547249 Attrib 200942_s_at 0.006839386152979017 Attrib 200943_at 0.01487034273070596 Attrib 200944_s_at -2.493068729816618E-4 Attrib 200945_s_at 0.02329858574265543 Attrib 200946_x_at 0.039960042940680875 Attrib 200947_s_at -0.025476006785792316 Attrib 200948_at 0.03620122699886521 Attrib 200949_x_at -0.03172981791185966 Attrib 200950_at -0.038729745827346285 Attrib 200951_s_at -0.049649202025305345 Attrib 200952_s_at -0.021900811582041678 Attrib 200953_s_at -0.01790315824513847 Attrib 200954_at 0.03016328537141181 Attrib 200955_at 0.045193386527246755 Attrib 200956_s_at -0.04127068626251092 Attrib 200957_s_at -0.01623783099824381 Attrib 200958_s_at -0.04337750162923972 Attrib 200959_at 0.027054228362335363 Attrib 200960_x_at -0.008121305136764482 Attrib 200961_at -0.012329985589804712 Attrib 200962_at 0.007979328617770138 Attrib 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0.02788088118145788 Attrib AFFX-HUMGAPDH/M33197_3_at 0.019080543036405422 Attrib AFFX-HUMGAPDH/M33197_5_at 0.04545791607721654 Attrib AFFX-HUMGAPDH/M33197_M_at 0.03466932780847174 Attrib AFFX-HUMISGF3A/M97935_3_at -0.0386793306371138 Attrib AFFX-HUMISGF3A/M97935_5_at -0.0299258098167639 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.015225744620418482 Attrib AFFX-HUMISGF3A/M97935_MB_at -0.03573605877409975 Attrib AFFX-HUMRGE/M10098_3_at -0.037933140079880655 Attrib AFFX-HUMRGE/M10098_5_at 0.008170768349253154 Attrib AFFX-HUMRGE/M10098_M_at 8.54412143858251E-4 Attrib AFFX-LysX-3_at 0.004213945660012036 Attrib AFFX-LysX-5_at -0.023448173532388993 Attrib AFFX-LysX-M_at -0.040161083434016615 Attrib AFFX-M27830_3_at -0.00423791830880582 Attrib AFFX-M27830_5_at -0.02788022357125661 Attrib AFFX-M27830_M_at 0.027993558084303562 Attrib AFFX-PheX-3_at 0.02524966994690725 Attrib AFFX-PheX-5_at -0.04200370296577606 Attrib AFFX-PheX-M_at -0.020804744693725764 Attrib AFFX-r2-Bs-dap-3_at -0.0028070268251227104 Attrib AFFX-r2-Bs-dap-5_at 0.025571388983385186 Attrib AFFX-r2-Bs-dap-M_at -0.01582513590687336 Attrib AFFX-r2-Bs-lys-3_at -0.020187143277474368 Attrib AFFX-r2-Bs-lys-5_at -0.003448515759679957 Attrib AFFX-r2-Bs-lys-M_at 0.03326472584393082 Attrib AFFX-r2-Bs-phe-3_at 0.04506186172441021 Attrib AFFX-r2-Bs-phe-5_at -0.01518612869895631 Attrib AFFX-r2-Bs-phe-M_at 0.04129446028979098 Attrib AFFX-r2-Bs-thr-3_s_at -0.021319577411584672 Attrib AFFX-r2-Bs-thr-5_s_at -0.021116876047523225 Attrib AFFX-r2-Bs-thr-M_s_at 0.04728875437713665 Attrib AFFX-r2-Ec-bioB-3_at 0.03905999128766535 Attrib AFFX-r2-Ec-bioB-5_at -0.0028506775514093997 Attrib AFFX-r2-Ec-bioB-M_at -0.010214545549017776 Attrib AFFX-r2-Ec-bioC-3_at 0.025518495730425052 Attrib AFFX-r2-Ec-bioC-5_at -0.04324856682918335 Attrib AFFX-r2-Ec-bioD-3_at -0.0022918177246833587 Attrib AFFX-r2-Ec-bioD-5_at -0.03635751666952 Attrib AFFX-r2-P1-cre-3_at 0.01308606907668944 Attrib AFFX-r2-P1-cre-5_at -0.007669465863174637 Attrib AFFX-ThrX-3_at -0.03696922002305035 Attrib AFFX-ThrX-5_at -0.004361125326752653 Attrib AFFX-ThrX-M_at -0.007425018589905848 Attrib AFFX-TrpnX-3_at -0.028312224618822924 Attrib AFFX-TrpnX-5_at -0.04194789044936184 Attrib AFFX-TrpnX-M_at -0.027916118781473653 Class tumoral Input Node 0 Class normal Input Node 1 Time taken to build model: 320.91 seconds Time taken to test model on training data: 0.51 seconds === Error on training data === Correctly Classified Instances 17 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0083 Root mean squared error 0.0088 Relative absolute error 1.7159 % Root relative squared error 1.7792 % Total Number of Instances 17 === 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 tumoral 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 10 0 | a = tumoral 0 7 | b = normal Time taken to perform cross-validation: 795.4 seconds === Stratified cross-validation === Correctly Classified Instances 16 94.1176 % Incorrectly Classified Instances 1 5.8824 % Kappa statistic 0.8759 Mean absolute error 0.1368 Root mean squared error 0.2625 Relative absolute error 27.8475 % Root relative squared error 52.7156 % Total Number of Instances 17 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,143 0,909 1,000 0,952 0,883 0,957 0,970 tumoral 0,857 0,000 1,000 0,857 0,923 0,883 0,957 0,957 normal Weighted Avg. 0,941 0,084 0,947 0,941 0,940 0,883 0,957 0,965 === Confusion Matrix === a b <-- classified as 10 0 | a = tumoral 1 6 | b = normal