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 -1.4920490077405528 Node 3 1.5590324876677057 Node 4 1.2858251501491929 Node 5 1.3538756931910796 Node 6 -0.6960745900364367 Node 7 1.1995698160383057 Node 8 1.3089807860551 Node 9 0.2201478474814905 Node 10 -0.8202186172101096 Node 11 -2.947077817952328 Node 12 1.3952152523810275 Sigmoid Node 1 Inputs Weights Threshold 1.468344213308642 Node 3 -0.48581960383788303 Node 4 -0.6054663403903929 Node 5 -0.5872247790124505 Node 6 1.6869103198747628 Node 7 -0.23136371384838408 Node 8 -0.4992550491954123 Node 9 -8.053585416729097 Node 10 0.6242944433870357 Node 11 1.9584356797055167 Node 12 -0.5370546054450243 Sigmoid Node 2 Inputs Weights Threshold -2.256521869860987 Node 3 -1.8717731699224833 Node 4 -1.6975806464371024 Node 5 -1.5165247473103316 Node 6 -2.073804032186634 Node 7 -1.658182436638547 Node 8 -1.6790861795805971 Node 9 7.938320548742036 Node 10 -1.354049628541494 Node 11 -0.41192695578758354 Node 12 -1.7456540196093022 Sigmoid Node 3 Inputs Weights Threshold 0.04889672303235165 Attrib 1007_s_at 0.032559276907290845 Attrib 1053_at 0.009828040733378398 Attrib 117_at 0.02409943289305368 Attrib 121_at -0.010365561002506251 Attrib 1255_g_at 0.005831188343724426 Attrib 1294_at 0.019088296523013214 Attrib 1316_at -0.0153097201592176 Attrib 1320_at -0.034449303767520055 Attrib 1405_i_at -0.034402553061747165 Attrib 1431_at 0.041445697325695634 Attrib 1438_at -0.021845350117395274 Attrib 1487_at -0.011614135337071969 Attrib 1494_f_at -0.03134509138870351 Attrib 1552256_a_at 0.02425205454856013 Attrib 1552257_a_at 0.021024143316258917 Attrib 1552258_at 0.0010394226294290006 Attrib 1552261_at -0.020737005336806426 Attrib 1552263_at -0.03927728386468799 Attrib 1552264_a_at -0.0245731149632597 Attrib 1552266_at -0.02024745963965615 Attrib 1552269_at 0.02633849046069677 Attrib 1552271_at -0.05332973535506577 Attrib 1552272_a_at 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1552309_a_at -0.04036104420944816 Attrib 1552310_at -0.009436511907866797 Attrib 1552311_a_at -0.01980326283970732 Attrib 1552312_a_at -0.033006247579371366 Attrib 1552314_a_at 0.03776919063420333 Attrib 1552315_at -0.04832021769920817 Attrib 1552316_a_at -0.013391971567749166 Attrib 1552318_at -0.026710526744161574 Attrib 1552319_a_at 0.041384408701256155 Attrib 1552320_a_at 0.03635120260513865 Attrib 1552321_a_at 0.04440984128689917 Attrib 1552322_at 0.001310537591165919 Attrib 1552323_s_at 0.022123651564992776 Attrib 1552325_at -0.03686215024477685 Attrib 1552326_a_at 0.03143577342983661 Attrib 1552327_at 5.793361274322072E-4 Attrib 1552329_at -0.01603313662902757 Attrib 1552330_at -0.01723015160388392 Attrib 1552332_at 0.015992389142724533 Attrib 1552334_at 0.04393315827727334 Attrib 1552335_at -2.0398199427296407E-5 Attrib 1552337_s_at 0.011728460028944981 Attrib 1552338_at 0.03234330324729276 Attrib 1552340_at 0.026414146928742808 Attrib 1552343_s_at -0.030928595934113054 Attrib 1552344_s_at -0.012602711597992835 Attrib 1552347_at 0.0380224560204952 Attrib 1552348_at 0.013096734998750918 Attrib 1552349_a_at -0.03804448709252759 Attrib 1552354_at -0.04434486234845475 Attrib 1552355_s_at -0.044361253452344915 Attrib 1552359_at 0.04059138791765856 Attrib 1552360_a_at -0.042220030505830536 Attrib 1552362_a_at -0.004965540732742364 Attrib 1552364_s_at -0.02528398622825892 Attrib 1552365_at -0.0021962924376770056 Attrib 1552367_a_at 0.040943192541084104 Attrib 1552368_at -0.010461961752470416 Attrib 1552370_at -0.034493893071596615 Attrib 1552372_at 0.03264082393532879 Attrib 1552373_s_at 0.0014497254849933762 Attrib 1552375_at 0.016648143094000475 Attrib 1552377_s_at -0.020738348728271037 Attrib 1552378_s_at -0.031046366378502444 Attrib 1552379_at 0.01798960704182826 Attrib 1552381_at -0.02516185883656737 Attrib 1552383_at -0.03843676868522857 Attrib 1552384_a_at 0.005465303219649456 Attrib 1552386_at 0.0025435237255413247 Attrib 1552388_at 0.023733013513994053 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Attrib 1552467_at -0.0522677224424416 Attrib 1552468_a_at 0.016096152782478782 Attrib 1552470_a_at 0.04504345616414175 Attrib 1552472_a_at 0.030089407395986034 Attrib 1552473_at 0.036322090943148394 Attrib 1552474_a_at -0.0021799108951839363 Attrib 1552476_s_at -0.012626326942069811 Attrib 1552477_a_at 0.004220230591809956 Attrib 1552478_a_at -0.03365730681477713 Attrib 1552480_s_at 0.03201555571610449 Attrib 1552481_s_at -0.046776435562208556 Attrib 1552482_at 0.010180689775996753 Attrib 1552484_at -0.014660174829416346 Attrib 1552485_at 0.035140849364950114 Attrib 1552486_s_at 0.03694481578409928 Attrib 1552487_a_at 2.701546938818397E-4 Attrib 1552489_s_at 0.026986858501885126 Attrib 1552490_at 0.03831824555545973 Attrib 1552491_at 0.04883019813473493 Attrib 1552493_s_at 0.03695159302278037 Attrib 1552494_at -0.03131316642854696 Attrib 1552496_a_at -0.00985567998933005 Attrib 1552497_a_at 0.03745952844305233 Attrib 1552498_at 0.04515544018136845 Attrib 1552499_a_at 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200085_s_at 0.011859997157847241 Attrib 200086_s_at -0.031437291880779865 Attrib 200087_s_at 0.03578534181695158 Attrib 200088_x_at -0.0019361255433452493 Attrib 200089_s_at 0.02803387944273809 Attrib 200090_at -0.043417473579018706 Attrib 200091_s_at 0.043904579580659985 Attrib 200092_s_at -0.032985964159264435 Attrib 200093_s_at 0.01658971356968214 Attrib 200094_s_at -0.03868156079063578 Attrib 200095_x_at 0.02971915081704516 Attrib 200096_s_at 0.008063071967871347 Attrib 200097_s_at -0.041115676405706875 Attrib 200098_s_at -0.011447271700587158 Attrib 200099_s_at -0.016001040247335337 Attrib 200593_s_at -0.018723990190850814 Attrib 200594_x_at 0.04155459727213437 Attrib 200595_s_at 0.039949008601048205 Attrib 200596_s_at -0.04269700981060174 Attrib 200597_at 0.0425481959498099 Attrib 200598_s_at -0.041568795799312726 Attrib 200599_s_at -0.028974175229817007 Attrib 200600_at 0.031146395464697947 Attrib 200601_at 0.014167833097995339 Attrib 200602_at 0.026458408379314204 Attrib 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0.006880875621744685 Attrib 200629_at -0.01441680226864248 Attrib 200630_x_at -0.006509209889339706 Attrib 200631_s_at 0.051544815964308655 Attrib 200632_s_at -0.013582527838183705 Attrib 200633_at -0.0408981722708271 Attrib 200634_at 0.037138494301966515 Attrib 200635_s_at -0.012364593351796417 Attrib 200636_s_at -0.03766728875935289 Attrib 200637_s_at 0.0030262003175487192 Attrib 200638_s_at -0.01122728861678485 Attrib 200639_s_at 0.038140430166253236 Attrib 200640_at -0.033547848872534605 Attrib 200641_s_at 0.021001256453468394 Attrib 200642_at -0.01992360709102066 Attrib 200643_at 0.0271408286390116 Attrib 200644_at -0.016706226217998835 Attrib 200645_at -0.0024398280916527117 Attrib 200646_s_at 0.006202030801202109 Attrib 200647_x_at 0.0188939081788501 Attrib 200648_s_at -0.012163959441357798 Attrib 200649_at -0.05629267550141389 Attrib 200650_s_at 0.04867346505442326 Attrib 200651_at 0.019742558076960317 Attrib 200652_at -0.03154554721192547 Attrib 200653_s_at 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Attrib 200679_x_at 0.0018773360033517493 Attrib 200680_x_at -0.028277361306646986 Attrib 200681_at -0.003220438783235189 Attrib 200682_s_at 7.312874553723675E-4 Attrib 200683_s_at -0.004782624771773239 Attrib 200684_s_at 0.0036884785217205333 Attrib 200685_at -0.027584553699760844 Attrib 200686_s_at 0.03257570342675032 Attrib 200687_s_at 0.03146531641272061 Attrib 200688_at 0.02033383590250332 Attrib 200689_x_at 0.040276520282342194 Attrib 200690_at 0.0424526147442461 Attrib 200691_s_at -0.03836719283952668 Attrib 200692_s_at -0.020263185298805456 Attrib 200693_at -0.03939661742501299 Attrib 200694_s_at -0.04308651498346052 Attrib 200695_at 0.024003359367990557 Attrib 200696_s_at -0.03422053754009748 Attrib 200697_at 0.010046763297956788 Attrib 200698_at 0.03863847235869768 Attrib 200699_at 0.04383934465943442 Attrib 200700_s_at 0.04819717866970595 Attrib 200701_at -0.04982517911020176 Attrib 200702_s_at -0.0013733854828989747 Attrib 200703_at 0.04850037825217467 Attrib 200704_at 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Attrib 200830_at 0.020336113066752683 Attrib 200831_s_at 0.017322520311055103 Attrib 200832_s_at -0.0010946415220314128 Attrib 200833_s_at -0.017101144158029838 Attrib 200834_s_at -0.002310688262180027 Attrib 200835_s_at -2.1506605292742755E-4 Attrib 200836_s_at -0.004141855349028558 Attrib 200837_at 0.02690922587212241 Attrib 200838_at -0.02842157638835648 Attrib 200839_s_at 0.017324707622715 Attrib 200840_at -0.019319677749686154 Attrib 200841_s_at 0.047907711833391695 Attrib 200842_s_at -0.031250094910814506 Attrib 200843_s_at 0.0275139105801528 Attrib 200844_s_at 8.744375642122961E-4 Attrib 200845_s_at -0.014263499128218723 Attrib 200846_s_at -0.020375406662192563 Attrib 200847_s_at 0.05207415662427868 Attrib 200848_at 0.026639232368728408 Attrib 200849_s_at 0.031914028219669925 Attrib 200850_s_at 0.012715891404835583 Attrib 200851_s_at -0.031822124053730874 Attrib 200852_x_at -0.013890373423597389 Attrib 200853_at -0.011942503059600196 Attrib 200854_at 3.205485553885064E-5 Attrib 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55872_at -0.04237875796076806 Attrib 56197_at -0.010439919681030143 Attrib 56256_at -0.04617759014568939 Attrib 564_at 0.01813690622809953 Attrib 56748_at 0.02566838819895592 Attrib 56821_at 0.012591318009377272 Attrib 56829_at 0.04317258992152405 Attrib 56919_at -0.03768515663626675 Attrib 57082_at -0.024730423775491707 Attrib 57163_at 0.02012252825570085 Attrib 57516_at 0.033376378267848075 Attrib 57532_at 0.027704717979109564 Attrib 57539_at -0.0029232103647700547 Attrib 57540_at 0.029150903469845137 Attrib 57588_at 0.01491988773160555 Attrib 57703_at 0.026940350377579036 Attrib 57715_at 0.02010765015316252 Attrib 57739_at -0.030182062026054165 Attrib 58308_at -0.03438425536781303 Attrib 58367_s_at -0.01025590731607408 Attrib 58696_at -0.033268571169286894 Attrib 58780_s_at 0.03330878063581817 Attrib 58900_at -0.025654742143408304 Attrib 58916_at 0.03324150044445101 Attrib 58994_at -0.007633953049168621 Attrib 59375_at 0.04375087793054909 Attrib 59433_at -0.0417803000403712 Attrib 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66053_at -0.029923311363855568 Attrib 71933_at 0.016927940138265103 Attrib 74694_s_at -0.006273768345532766 Attrib 76897_s_at -0.009651292271352635 Attrib 77508_r_at 0.02832331458786257 Attrib 78047_s_at 0.03806055459857473 Attrib 78330_at 0.029209605961852132 Attrib 78383_at -0.010469769072118499 Attrib 78495_at -0.024744781190542988 Attrib 79005_at -0.020042787944452287 Attrib 81737_at 0.02654620303720826 Attrib 81811_at 0.01575186984238296 Attrib 823_at 0.02679439202468279 Attrib 87100_at 0.006165164153739143 Attrib 89476_r_at -0.008243103801221788 Attrib 89948_at -0.023204600282105074 Attrib 89977_at 0.017526536449654233 Attrib 90265_at -0.03888696489142982 Attrib 90610_at 0.036697918024867514 Attrib 91580_at 0.02718627284130983 Attrib 91617_at -0.044404125280760445 Attrib 91682_at 0.010066591144346698 Attrib 91684_g_at -0.03127192865403072 Attrib 91703_at 0.006798722196690612 Attrib 91816_f_at -0.017931971923606564 Attrib 91826_at -0.03641687604120442 Attrib 91920_at 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Attrib AFFX-r2-Bs-phe-3_at -0.02056819926502702 Attrib AFFX-r2-Bs-phe-5_at 0.006225255947254051 Attrib AFFX-r2-Bs-phe-M_at 0.03582707987386851 Attrib AFFX-r2-Bs-thr-3_s_at -0.0054845373333148135 Attrib AFFX-r2-Bs-thr-5_s_at 0.023220864420596007 Attrib AFFX-r2-Bs-thr-M_s_at -0.037881158440043965 Attrib AFFX-r2-Ec-bioB-3_at 0.04535967291606958 Attrib AFFX-r2-Ec-bioB-5_at -0.006932710079811178 Attrib AFFX-r2-Ec-bioB-M_at -0.014746436669904878 Attrib AFFX-r2-Ec-bioC-3_at -0.015283799166933955 Attrib AFFX-r2-Ec-bioC-5_at -0.008039233729371771 Attrib AFFX-r2-Ec-bioD-3_at 0.02609168136950795 Attrib AFFX-r2-Ec-bioD-5_at -0.01618277028382095 Attrib AFFX-r2-P1-cre-3_at 0.005006429848032197 Attrib AFFX-r2-P1-cre-5_at 0.020255191663397926 Attrib AFFX-ThrX-3_at 0.016638288646407977 Attrib AFFX-ThrX-5_at 0.01765186120222312 Attrib AFFX-ThrX-M_at -0.05379861000597068 Attrib AFFX-TrpnX-3_at -0.010921850223353544 Attrib AFFX-TrpnX-5_at -0.014587077604769672 Attrib AFFX-TrpnX-M_at 0.03911004126544468 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1552311_a_at 0.014384130228099517 Attrib 1552312_a_at 0.01871873569923829 Attrib 1552314_a_at -0.04250399912059791 Attrib 1552315_at 0.036219354049980834 Attrib 1552316_a_at -0.015739173686901416 Attrib 1552318_at -0.006220152449693577 Attrib 1552319_a_at -0.03956386923805074 Attrib 1552320_a_at 9.173357331826505E-4 Attrib 1552321_a_at -0.04011657495926947 Attrib 1552322_at -0.03544620731543251 Attrib 1552323_s_at 0.036571911898982616 Attrib 1552325_at 0.0072819119860627335 Attrib 1552326_a_at -0.007621474828194672 Attrib 1552327_at 0.05921869969614105 Attrib 1552329_at 0.004498173405884706 Attrib 1552330_at 0.008671278300542935 Attrib 1552332_at 0.009033396240942963 Attrib 1552334_at 0.005616140657277177 Attrib 1552335_at 0.010300497747440181 Attrib 1552337_s_at -0.01395324747216598 Attrib 1552338_at -0.008693447129203795 Attrib 1552340_at 0.026079161219154098 Attrib 1552343_s_at -0.008518496961235845 Attrib 1552344_s_at -0.012981329935702562 Attrib 1552347_at 0.023359842644209584 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200768_s_at -0.032972151337826903 Attrib 200769_s_at -0.0021600369888757224 Attrib 200770_s_at -0.014745942290302967 Attrib 200771_at 0.030050628010826003 Attrib 200772_x_at -0.05676477709984258 Attrib 200773_x_at -0.024248004054664183 Attrib 200774_at 0.018885517623747586 Attrib 200775_s_at 0.025169999178486 Attrib 200776_s_at 0.055422227476864164 Attrib 200777_s_at -0.01624263979229584 Attrib 200778_s_at -0.04158611813979064 Attrib 200779_at -0.02993044349292302 Attrib 200780_x_at 0.03637994535864953 Attrib 200781_s_at -0.03724688271728197 Attrib 200782_at 0.003355544590061255 Attrib 200783_s_at 0.029633771345421264 Attrib 200784_s_at 0.04484617499436953 Attrib 200785_s_at -0.013294656593951269 Attrib 200786_at -0.01114812652940585 Attrib 200787_s_at -0.003791389926469721 Attrib 200788_s_at 0.007524279993095655 Attrib 200789_at 0.011524651681796111 Attrib 200790_at -0.012646460774833427 Attrib 200791_s_at -0.014230790178044322 Attrib 200792_at -0.029546159312125966 Attrib 200793_s_at 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Attrib 200944_s_at -0.019752337826614834 Attrib 200945_s_at 0.01353086355600134 Attrib 200946_x_at -0.01917597427963744 Attrib 200947_s_at -0.02676457616228854 Attrib 200948_at 0.026591811181588168 Attrib 200949_x_at -0.006765272070142382 Attrib 200950_at 0.04676716644025976 Attrib 200951_s_at -0.04031145359829301 Attrib 200952_s_at -0.024152446222126013 Attrib 200953_s_at -0.00711814296984667 Attrib 200954_at -0.04547310460725564 Attrib 200955_at -0.025728989705277313 Attrib 200956_s_at -0.04986705774926863 Attrib 200957_s_at 0.006867118731890151 Attrib 200958_s_at 0.0185749604509344 Attrib 200959_at 0.0393163714459491 Attrib 200960_x_at 0.02315586373581483 Attrib 200961_at -0.01360405757506062 Attrib 200962_at -0.003036036306011032 Attrib 200963_x_at -0.030175987798121615 Attrib 200964_at 0.022875838362389225 Attrib 200965_s_at -0.03704289658326503 Attrib 200966_x_at -0.016044917905171863 Attrib 200967_at 0.0021759190082073386 Attrib 200968_s_at 0.03591155211300202 Attrib 200969_at 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Attrib 200995_at 0.004180328286018407 Attrib 200996_at 0.0316654067428937 Attrib 200997_at 0.03197082016118716 Attrib 200998_s_at -0.013171604370410305 Attrib 200999_s_at -0.04569090604443538 Attrib 201000_at -0.048729873772617206 Attrib 201001_s_at -0.017700146682678237 Attrib 201002_s_at -0.03821793773778655 Attrib 201003_x_at -0.03061373120160759 Attrib 201004_at 0.015333014730431829 Attrib 201005_at -0.03273815941223927 Attrib 201006_at 0.03268642491954267 Attrib 201007_at -0.02218930438011966 Attrib 201008_s_at -0.030318896998322943 Attrib 201009_s_at 0.04795951233386027 Attrib 201010_s_at 0.0151413401050275 Attrib 201011_at -0.012959440760650582 Attrib 201012_at -0.01764652865285457 Attrib 201013_s_at -0.00239328312864216 Attrib 201014_s_at -0.017682490626630132 Attrib 201015_s_at -0.02275573322025496 Attrib 201016_at -0.045944012428008316 Attrib 201017_at -0.015149812190172468 Attrib 201018_at -0.04500983093067523 Attrib 201019_s_at -0.026081740900425334 Attrib 201020_at 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Attrib 200878_at 0.012262209320066688 Attrib 200879_s_at -0.013993992533298204 Attrib 200880_at 0.03570673415403158 Attrib 200881_s_at 0.035372128342178934 Attrib 200882_s_at 0.010879426231604787 Attrib 200883_at 0.04116183891225601 Attrib 200884_at -0.013054654576916305 Attrib 200885_at -0.03446539733530501 Attrib 200886_s_at 0.0168816514104225 Attrib 200887_s_at 0.018141289993019512 Attrib 200888_s_at -0.04323697851122527 Attrib 200889_s_at -0.03136227076805789 Attrib 200890_s_at -0.02117905869768163 Attrib 200891_s_at -0.026882722780935075 Attrib 200892_s_at -0.01545889198712282 Attrib 200893_at 0.040815648235039 Attrib 200894_s_at -0.019203422905915635 Attrib 200895_s_at -0.013070720102834001 Attrib 200896_x_at 0.01648066051120668 Attrib 200897_s_at -0.01326710604437421 Attrib 200898_s_at 0.04018204448264547 Attrib 200899_s_at 0.009581696790619581 Attrib 200900_s_at -0.027695748767098703 Attrib 200901_s_at 0.004177924131248974 Attrib 200902_at 0.014392637595462464 Attrib 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200717_x_at 0.03966066197567181 Attrib 200718_s_at -0.04562835921735446 Attrib 200719_at -0.05648065725942369 Attrib 200720_s_at 0.030461585442387935 Attrib 200721_s_at -0.0024025316179315556 Attrib 200722_s_at -0.041357050009318934 Attrib 200723_s_at 0.034002791007080334 Attrib 200724_at 0.02423314834221295 Attrib 200725_x_at -0.033451789259535146 Attrib 200726_at -0.03743581104457583 Attrib 200727_s_at -0.04448925730376791 Attrib 200728_at -0.02053932670703396 Attrib 200729_s_at -0.04534621809367646 Attrib 200730_s_at 0.02879640857072383 Attrib 200731_s_at 0.015938195472751573 Attrib 200732_s_at -0.014890903367186882 Attrib 200733_s_at 0.008613052492244217 Attrib 200734_s_at 0.0306665440804482 Attrib 200735_x_at 0.0360919610286452 Attrib 200736_s_at -0.02838073546816268 Attrib 200737_at 0.033541911477706625 Attrib 200738_s_at -0.012378110012285585 Attrib 200739_s_at -0.022414387532878614 Attrib 200740_s_at -0.02777530982861359 Attrib 200741_s_at -0.009039883747586373 Attrib 200742_s_at 0.0018489183919357208 Attrib 200743_s_at 0.04251383173777927 Attrib 200744_s_at 0.05563528446374054 Attrib 200745_s_at -0.004844037392676883 Attrib 200746_s_at 0.02352300350072007 Attrib 200747_s_at 0.013219324729161807 Attrib 200748_s_at 0.03890920393355208 Attrib 200749_at 0.03900571655079721 Attrib 200750_s_at 0.018663762938285026 Attrib 200751_s_at 0.04314388801840121 Attrib 200752_s_at 0.004156113295527318 Attrib 200753_x_at -0.026088899649635455 Attrib 200754_x_at -0.029055624690759018 Attrib 200755_s_at -0.008682839062346915 Attrib 200756_x_at 0.0295771896490356 Attrib 200757_s_at -0.013244120975432632 Attrib 200758_s_at 0.0036029224128998265 Attrib 200759_x_at 0.0014026521777770198 Attrib 200760_s_at -0.0235677453344496 Attrib 200761_s_at -0.007256606016444391 Attrib 200762_at -0.026287430863459846 Attrib 200763_s_at -0.03359053639756723 Attrib 200764_s_at 0.04279882846473179 Attrib 200765_x_at -0.016157976579437707 Attrib 200766_at 0.016476310892164857 Attrib 200767_s_at -0.02296371719043182 Attrib 200768_s_at -0.03157481500768655 Attrib 200769_s_at -0.017681348017486682 Attrib 200770_s_at 0.019813891980604324 Attrib 200771_at 0.020838514697548435 Attrib 200772_x_at -0.0170059773887394 Attrib 200773_x_at -0.017426551421446713 Attrib 200774_at 0.016946560114215383 Attrib 200775_s_at 0.00591363303220796 Attrib 200776_s_at 0.032364387357048816 Attrib 200777_s_at 0.04834115274078702 Attrib 200778_s_at 0.044780966834077125 Attrib 200779_at 0.014378979445321934 Attrib 200780_x_at 0.005720155519078479 Attrib 200781_s_at -0.0032881982839377873 Attrib 200782_at -0.017760693810877 Attrib 200783_s_at -0.01770828919064379 Attrib 200784_s_at 0.027522263748361118 Attrib 200785_s_at -0.019058576053456927 Attrib 200786_at 0.01699529525394177 Attrib 200787_s_at -0.04301839919817272 Attrib 200788_s_at 0.02744959270988917 Attrib 200789_at -0.03481123767310074 Attrib 200790_at -0.011231894107776367 Attrib 200791_s_at 0.03076398145257423 Attrib 200792_at 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Attrib 200843_s_at 0.03386186582973519 Attrib 200844_s_at -0.01813348708908824 Attrib 200845_s_at -0.021647641833249576 Attrib 200846_s_at 0.031327472576937944 Attrib 200847_s_at 0.02674575712559409 Attrib 200848_at -0.04221945961809944 Attrib 200849_s_at -0.025077938890502655 Attrib 200850_s_at 0.006884236377115246 Attrib 200851_s_at 0.019607480568114618 Attrib 200852_x_at 0.01739572894636387 Attrib 200853_at -0.02225205386668758 Attrib 200854_at 0.001595447728204582 Attrib 200855_at -0.010013534915099417 Attrib 200856_x_at 0.010879739112023154 Attrib 200857_s_at -0.01587368860575295 Attrib 200858_s_at -0.02005756268847102 Attrib 200859_x_at 0.03025748458825776 Attrib 200860_s_at -0.04079308549090559 Attrib 200861_at 0.013838749361387846 Attrib 200862_at -0.017654126495316638 Attrib 200863_s_at -0.01614813559410295 Attrib 200864_s_at 0.01746774267281078 Attrib 200865_at 0.011018964994241999 Attrib 200866_s_at -0.03575595641425349 Attrib 200867_at 0.041129660435058286 Attrib 200868_s_at 0.029527712872461927 Attrib 200869_at -0.003246681216973815 Attrib 200870_at 0.010520771173738123 Attrib 200871_s_at 0.0558041205692195 Attrib 200872_at 0.04950649430936526 Attrib 200873_s_at 0.003910644978800216 Attrib 200874_s_at 0.03110605045303917 Attrib 200875_s_at 0.016773947176792946 Attrib 200876_s_at -0.014754573476799267 Attrib 200877_at -0.037638926776125126 Attrib 200878_at -0.0478345426590415 Attrib 200879_s_at -0.006532602279966587 Attrib 200880_at 0.04357278483548516 Attrib 200881_s_at 0.020469514593683687 Attrib 200882_s_at -0.03487486612343311 Attrib 200883_at -0.031679946283249376 Attrib 200884_at 0.03834664195767226 Attrib 200885_at 0.03944524423013386 Attrib 200886_s_at -0.04034450246530449 Attrib 200887_s_at -0.023548971153528366 Attrib 200888_s_at -0.002895830370803325 Attrib 200889_s_at 0.013025346375279164 Attrib 200890_s_at -0.016303644857707383 Attrib 200891_s_at -0.00536213261308888 Attrib 200892_s_at 0.03310304268142705 Attrib 200893_at 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0.05266320006593557 Attrib 200919_at -0.032506619893488464 Attrib 200920_s_at 0.03746785531206639 Attrib 200921_s_at 0.00665695498770236 Attrib 200922_at 0.04353744312406277 Attrib 200923_at 0.053376329261191006 Attrib 200924_s_at 0.04191508891192504 Attrib 200925_at -0.02401108664528911 Attrib 200926_at -0.009868233982765208 Attrib 200927_s_at -0.025945336865473127 Attrib 200928_s_at -0.013065033534512178 Attrib 200929_at 0.029369496830302162 Attrib 200930_s_at -0.009343772260981726 Attrib 200931_s_at -0.007912141901234553 Attrib 200932_s_at 0.0012154439695013057 Attrib 200933_x_at -0.013170655452137081 Attrib 200934_at -0.015841918246995473 Attrib 200935_at -0.019924587856268366 Attrib 200936_at -0.015262747153876483 Attrib 200937_s_at 0.018322487066663423 Attrib 200938_s_at 0.02991479753758318 Attrib 200939_s_at -0.03884463633994956 Attrib 200940_s_at 0.0012671059468476347 Attrib 200941_at -0.04459876537090406 Attrib 200942_s_at -0.011471159174563685 Attrib 200943_at 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Attrib 201019_s_at 4.451499488525037E-4 Attrib 201020_at -0.015697645495740424 Attrib 201021_s_at 0.025178283676777567 Attrib 201022_s_at -0.014831226223270178 Attrib 201023_at -0.01195358899987836 Attrib 201024_x_at -0.007464610027211645 Attrib 201025_at -0.04551024630929228 Attrib 201026_at 0.03415030437666077 Attrib 201027_s_at -0.008435605128574875 Attrib 201028_s_at 0.025294608858877105 Attrib 201029_s_at 0.05661281448216741 Attrib 201030_x_at -0.04381388625283305 Attrib 201031_s_at 0.014672399770717442 Attrib 201032_at 0.0254413457140302 Attrib 201033_x_at 0.02282039739955769 Attrib 201034_at 0.030873735789638874 Attrib 201035_s_at -0.004960364058270675 Attrib 201036_s_at -0.014100240352718129 Attrib 201037_at -0.036161434413749145 Attrib 201038_s_at 0.008531174369430884 Attrib 201039_s_at 0.007087627658793934 Attrib 201040_at -0.04219790548223128 Attrib 201041_s_at -0.039398723922429546 Attrib 201042_at -0.01576124841403555 Attrib 201043_s_at -0.049567654465600186 Attrib 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Attrib 200654_at -0.039734431643301545 Attrib 200655_s_at -0.020139100870085545 Attrib 200656_s_at 0.03612394179999594 Attrib 200657_at -0.04697928872487301 Attrib 200658_s_at 0.034406800555724336 Attrib 200659_s_at -0.022520368320292746 Attrib 200660_at -0.04165119998846699 Attrib 200661_at -0.03201996607211953 Attrib 200662_s_at -0.03291085998793234 Attrib 200663_at 0.009951919873088867 Attrib 200664_s_at -0.0499904882161659 Attrib 200665_s_at 0.03775558523173222 Attrib 200666_s_at -0.04270458996749398 Attrib 200667_at -0.03357922733104314 Attrib 200668_s_at -0.03678996047856825 Attrib 200669_s_at 0.03299050479584815 Attrib 200670_at -0.0018345582810226557 Attrib 200671_s_at -0.006886857536247995 Attrib 200672_x_at 0.03060858109719383 Attrib 200673_at -0.022902535189071583 Attrib 200674_s_at 0.00971962138869326 Attrib 200675_at 0.005833668821151495 Attrib 200676_s_at -0.001976390452323729 Attrib 200677_at -0.04079866879790128 Attrib 200678_x_at 0.046437802695000974 Attrib 200679_x_at 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Attrib 200705_s_at -0.04710586026845104 Attrib 200706_s_at 0.05212012303416936 Attrib 200707_at -0.04152477360813441 Attrib 200708_at -0.019040318389369454 Attrib 200709_at 0.0021473968206303833 Attrib 200710_at 0.02282473363103989 Attrib 200711_s_at 0.03309417519179395 Attrib 200712_s_at -0.009969880047928113 Attrib 200713_s_at 0.026445441919925802 Attrib 200714_x_at 0.024617878237106424 Attrib 200715_x_at 0.03212531212846462 Attrib 200716_x_at -0.030542873740100555 Attrib 200717_x_at -0.05429168096970585 Attrib 200718_s_at -0.020026334469442412 Attrib 200719_at 0.05598452616332337 Attrib 200720_s_at 0.010257213894071117 Attrib 200721_s_at 0.004104308423200937 Attrib 200722_s_at 0.04182654803419139 Attrib 200723_s_at -0.02606329923474192 Attrib 200724_at -0.0017624000824929108 Attrib 200725_x_at -0.04316860582716061 Attrib 200726_at 0.03216150437820342 Attrib 200727_s_at 0.020252942066291166 Attrib 200728_at 0.029230251315809055 Attrib 200729_s_at -0.014324565633748525 Attrib 200730_s_at 0.04085345524668043 Attrib 200731_s_at 0.028544931911716188 Attrib 200732_s_at -0.03829965891787719 Attrib 200733_s_at -0.025158872577641867 Attrib 200734_s_at -0.018130445592213437 Attrib 200735_x_at -7.781281768184135E-4 Attrib 200736_s_at 0.04616821417642653 Attrib 200737_at 0.034222357580148216 Attrib 200738_s_at -0.01740654043615229 Attrib 200739_s_at 0.01516989698855059 Attrib 200740_s_at 0.030636084518958214 Attrib 200741_s_at 0.02882706600090724 Attrib 200742_s_at -0.01646596012711056 Attrib 200743_s_at 0.006528013661370265 Attrib 200744_s_at -0.029247575707323226 Attrib 200745_s_at -0.024934343240168192 Attrib 200746_s_at -0.018756735695397576 Attrib 200747_s_at 0.01052075665119102 Attrib 200748_s_at -0.024217826712835823 Attrib 200749_at 0.014178690362158922 Attrib 200750_s_at 0.02599169324372994 Attrib 200751_s_at -0.019497331560522857 Attrib 200752_s_at 0.0073889169154416805 Attrib 200753_x_at 0.03108709560790412 Attrib 200754_x_at 0.0318164229346566 Attrib 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200034_s_at 0.038136647530849756 Attrib 200035_at -0.04973152638466311 Attrib 200036_s_at -0.011301404034250647 Attrib 200037_s_at -0.001677731166438053 Attrib 200038_s_at -0.015275719476917539 Attrib 200039_s_at -0.026453654781016255 Attrib 200040_at 0.028416073502062208 Attrib 200041_s_at 1.5213501311238202E-4 Attrib 200042_at 0.042674234197888364 Attrib 200043_at 0.037425318328882115 Attrib 200044_at 0.004383488928506173 Attrib 200045_at -0.03349810137741799 Attrib 200046_at 0.0033613279665254767 Attrib 200047_s_at 0.009538897727703676 Attrib 200048_s_at 0.02796377620770833 Attrib 200049_at 0.012766409323172542 Attrib 200050_at -0.028813836277511377 Attrib 200051_at -0.018985594276843085 Attrib 200052_s_at 0.052137473757574736 Attrib 200053_at -0.01972804256604945 Attrib 200054_at 0.0046062469061638606 Attrib 200055_at -0.0017226892830273111 Attrib 200056_s_at 0.03221131390488281 Attrib 200057_s_at -0.041638831781955744 Attrib 200058_s_at -0.031314146680041385 Attrib 200059_s_at 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Attrib 200653_s_at -2.4140789011741653E-4 Attrib 200654_at 0.008656216388071097 Attrib 200655_s_at 0.04691352700220447 Attrib 200656_s_at 0.01399999643797912 Attrib 200657_at 0.025473618240311337 Attrib 200658_s_at 0.04570889667901485 Attrib 200659_s_at -0.008448868815662524 Attrib 200660_at 0.02327570153851406 Attrib 200661_at -0.03182654018392676 Attrib 200662_s_at 0.016585501904644098 Attrib 200663_at -0.003510767178625185 Attrib 200664_s_at 0.03166541137948939 Attrib 200665_s_at -0.006236465806968299 Attrib 200666_s_at 0.03308034929673167 Attrib 200667_at 0.03331389365168131 Attrib 200668_s_at 0.008806518062513853 Attrib 200669_s_at 0.0034190498883143153 Attrib 200670_at -0.034781858253307645 Attrib 200671_s_at -0.028988481742916298 Attrib 200672_x_at -0.043584951937931916 Attrib 200673_at -0.028462163959538694 Attrib 200674_s_at -0.006146264208482081 Attrib 200675_at -0.04201295720565459 Attrib 200676_s_at -0.05511381534963261 Attrib 200677_at 0.019062075549953324 Attrib 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AFFX-BioDn-5_at 0.04661406735622973 Attrib AFFX-CreX-3_at 0.010097555897888157 Attrib AFFX-CreX-5_at 0.00741804663286953 Attrib AFFX-DapX-3_at -0.04322489753121359 Attrib AFFX-DapX-5_at -0.0277261971853167 Attrib AFFX-DapX-M_at 0.0037500555512531494 Attrib AFFX-HSAC07/X00351_3_at 0.03384379983473305 Attrib AFFX-HSAC07/X00351_5_at -0.02788051337409784 Attrib AFFX-HSAC07/X00351_M_at 4.545488041609318E-5 Attrib AFFX-hum_alu_at 0.011147520340382818 Attrib AFFX-HUMGAPDH/M33197_3_at -0.019055274194376668 Attrib AFFX-HUMGAPDH/M33197_5_at -0.02263440281253448 Attrib AFFX-HUMGAPDH/M33197_M_at -0.04672335455614854 Attrib AFFX-HUMISGF3A/M97935_3_at 0.025983442664063987 Attrib AFFX-HUMISGF3A/M97935_5_at 0.010538391979608873 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.029696248853708678 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.015889854826180192 Attrib AFFX-HUMRGE/M10098_3_at 0.0579240611565849 Attrib AFFX-HUMRGE/M10098_5_at -0.04189016795264148 Attrib AFFX-HUMRGE/M10098_M_at 0.0028347230758863 Attrib AFFX-LysX-3_at 0.04434652204216124 Attrib AFFX-LysX-5_at -0.046782628859571934 Attrib AFFX-LysX-M_at -0.053954136565031494 Attrib AFFX-M27830_3_at 0.04332349858991336 Attrib AFFX-M27830_5_at 0.017429017244323722 Attrib AFFX-M27830_M_at 0.03192212039892255 Attrib AFFX-PheX-3_at 0.009930307913725135 Attrib AFFX-PheX-5_at -0.0061767265234308425 Attrib AFFX-PheX-M_at -0.021558700536587882 Attrib AFFX-r2-Bs-dap-3_at 0.03923385867529657 Attrib AFFX-r2-Bs-dap-5_at -0.0468530901750986 Attrib AFFX-r2-Bs-dap-M_at 0.04318078901421349 Attrib AFFX-r2-Bs-lys-3_at 0.006521367382254672 Attrib AFFX-r2-Bs-lys-5_at -0.011615269600838777 Attrib AFFX-r2-Bs-lys-M_at -0.005868292752725916 Attrib AFFX-r2-Bs-phe-3_at -0.013335896220704146 Attrib AFFX-r2-Bs-phe-5_at -0.027954308624369366 Attrib AFFX-r2-Bs-phe-M_at -0.031029363995120733 Attrib AFFX-r2-Bs-thr-3_s_at 0.019802201061579365 Attrib AFFX-r2-Bs-thr-5_s_at -0.03443900279033399 Attrib AFFX-r2-Bs-thr-M_s_at 0.001781385926066227 Attrib AFFX-r2-Ec-bioB-3_at -4.54168399583029E-4 Attrib AFFX-r2-Ec-bioB-5_at -0.02682406483689583 Attrib AFFX-r2-Ec-bioB-M_at 0.024951043361530208 Attrib AFFX-r2-Ec-bioC-3_at 0.021430789732662277 Attrib AFFX-r2-Ec-bioC-5_at -0.04762000663402738 Attrib AFFX-r2-Ec-bioD-3_at 6.592226007563307E-4 Attrib AFFX-r2-Ec-bioD-5_at 0.001628639374931057 Attrib AFFX-r2-P1-cre-3_at -0.04923804248114575 Attrib AFFX-r2-P1-cre-5_at -0.026531630083258203 Attrib AFFX-ThrX-3_at 0.03623920468506559 Attrib AFFX-ThrX-5_at 0.04612118728533812 Attrib AFFX-ThrX-M_at -0.04037980008832384 Attrib AFFX-TrpnX-3_at -0.04346383196016497 Attrib AFFX-TrpnX-5_at -0.04810984252793322 Attrib AFFX-TrpnX-M_at -0.01454212158488976 Class tumoral_LCM Input Node 0 Class normal_homogenized Input Node 1 Class tumoral_homogenized Input Node 2 Time taken to build model: 2900.49 seconds Time taken to test model on training data: 4.5 seconds === Error on training data === Correctly Classified Instances 147 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0059 Root mean squared error 0.0094 Relative absolute error 1.912 % Root relative squared error 2.4041 % Total Number of Instances 147 === 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_LCM 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal_homogenized 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral_homogenized Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b c <-- classified as 104 0 0 | a = tumoral_LCM 0 25 0 | b = normal_homogenized 0 0 18 | c = tumoral_homogenized Time taken to perform cross-validation: 5749.23 seconds === Stratified cross-validation === Correctly Classified Instances 147 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0132 Root mean squared error 0.0498 Relative absolute error 4.2762 % Root relative squared error 12.7732 % Total Number of Instances 147 === 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_LCM 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal_homogenized 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral_homogenized Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b c <-- classified as 104 0 0 | a = tumoral_LCM 0 25 0 | b = normal_homogenized 0 0 18 | c = tumoral_homogenized