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 -0.7042791797225384 Node 2 0.8652145453616794 Node 3 0.5125946662806313 Node 4 -1.668968433415394 Node 5 -1.756475406436343 Node 6 1.1446063785326195 Node 7 0.523444078584497 Node 8 0.9149682656229797 Node 9 0.9667240981935382 Node 10 -0.8133119366302214 Node 11 1.1955676115207188 Sigmoid Node 1 Inputs Weights Threshold 0.6841226434162186 Node 2 -0.865188008842815 Node 3 -0.49495432581661536 Node 4 1.7082095839658724 Node 5 1.7376858410262466 Node 6 -1.1546362844869837 Node 7 -0.5252122869652958 Node 8 -0.9725333019138344 Node 9 -0.9064158263093319 Node 10 0.8129790158541486 Node 11 -1.1842723930491426 Sigmoid Node 2 Inputs Weights Threshold -0.00853710444288064 Attrib 1007_s_at -0.035937061647119316 Attrib 1053_at -0.01880858011574094 Attrib 117_at 0.029192972772619532 Attrib 121_at 0.03754934165765891 Attrib 1255_g_at 0.04821705202895714 Attrib 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1552319_a_at 0.03899305992814354 Attrib 1552320_a_at 0.03395170961672695 Attrib 1552321_a_at -0.031243866078923054 Attrib 1552322_at -0.048537977739470405 Attrib 1552323_s_at 0.03189890069206282 Attrib 1552325_at 0.011200755211712052 Attrib 1552326_a_at 0.027642294019188246 Attrib 1552327_at -0.0065544060760327275 Attrib 1552329_at -0.02638983064550703 Attrib 1552330_at -0.021876804912945597 Attrib 1552332_at 0.0154725455262794 Attrib 1552334_at 0.04246356324227334 Attrib 1552335_at 0.03172318518129517 Attrib 1552337_s_at 0.016472313520957953 Attrib 1552338_at -0.012425196064446519 Attrib 1552340_at 0.021997790040201144 Attrib 1552343_s_at 0.0023657097094745196 Attrib 1552344_s_at -0.03945751165587708 Attrib 1552347_at 0.04475109051995054 Attrib 1552348_at -0.030097514544244607 Attrib 1552349_a_at -0.0010011971309920231 Attrib 1552354_at 0.009965725481112301 Attrib 1552355_s_at 0.020529447072474852 Attrib 1552359_at -0.040357955454571756 Attrib 1552360_a_at 0.026461525394929443 Attrib 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Attrib 200638_s_at -3.717419509159651E-4 Attrib 200639_s_at -7.15005300306273E-4 Attrib 200640_at 0.012567786248985184 Attrib 200641_s_at 0.028344252137367708 Attrib 200642_at 0.03529626893397754 Attrib 200643_at -0.01669437033442851 Attrib 200644_at 0.019823989330150726 Attrib 200645_at -0.022611085327635172 Attrib 200646_s_at -0.028224990634146723 Attrib 200647_x_at -0.030787400545544123 Attrib 200648_s_at -0.015433901713730923 Attrib 200649_at 0.011050691772204732 Attrib 200650_s_at -0.02834746620751027 Attrib 200651_at 0.0033578261581933702 Attrib 200652_at -0.04767177104159867 Attrib 200653_s_at -0.014643640097507564 Attrib 200654_at 0.02609789022958736 Attrib 200655_s_at 0.05250521417299335 Attrib 200656_s_at 0.04273635193245667 Attrib 200657_at -0.011236916960881364 Attrib 200658_s_at 0.016564153188793597 Attrib 200659_s_at 0.005636958923586285 Attrib 200660_at -0.004749714612586457 Attrib 200661_at 0.04613001347991419 Attrib 200662_s_at 0.045894525801418284 Attrib 200663_at 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Attrib 200814_at -0.0023790105887886784 Attrib 200815_s_at 0.0386870525275953 Attrib 200816_s_at 0.030226561006370976 Attrib 200817_x_at -0.04237283620952144 Attrib 200818_at 0.04535028811399945 Attrib 200819_s_at -0.05027966213234548 Attrib 200820_at 0.04247526484780413 Attrib 200821_at -0.023098413427515414 Attrib 200822_x_at 0.043590793937765694 Attrib 200823_x_at -0.0069597881060220815 Attrib 200824_at 0.039928853914578975 Attrib 200825_s_at -0.034375727269136236 Attrib 200826_at -0.022906824273746115 Attrib 200827_at -0.034859951117539825 Attrib 200828_s_at 0.003736152200259781 Attrib 200829_x_at 0.032928178462747315 Attrib 200830_at 0.0030062720664614973 Attrib 200831_s_at -0.031254475762579385 Attrib 200832_s_at 0.008132200046480886 Attrib 200833_s_at 0.02144654952198816 Attrib 200834_s_at 0.03787023621882025 Attrib 200835_s_at -0.048973283435079576 Attrib 200836_s_at 0.04989531237221467 Attrib 200837_at 0.027492212981434144 Attrib 200838_at 0.013081655405707292 Attrib 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Attrib 200065_s_at 0.0053384922965456685 Attrib 200066_at 0.03572883556662907 Attrib 200067_x_at -0.04963095570122707 Attrib 200068_s_at -0.003698329763216747 Attrib 200069_at 0.010715438403605998 Attrib 200070_at -0.01868840715281289 Attrib 200071_at 0.032654318759673985 Attrib 200072_s_at 0.028277936499406093 Attrib 200073_s_at -0.043414691080860414 Attrib 200074_s_at -0.010391791948625008 Attrib 200075_s_at -0.031323174797265894 Attrib 200076_s_at -0.030188812044354883 Attrib 200077_s_at -0.030073849901052028 Attrib 200078_s_at -0.029677134418595374 Attrib 200079_s_at 0.005885836676258278 Attrib 200080_s_at 0.005199470255781393 Attrib 200081_s_at -0.006535245312495599 Attrib 200082_s_at -0.014051277393386376 Attrib 200083_at 0.008072686657996531 Attrib 200084_at 0.03117624358001192 Attrib 200085_s_at -0.016683374721031853 Attrib 200086_s_at 0.026044886445507027 Attrib 200087_s_at 0.021531773595182536 Attrib 200088_x_at -0.031490388056976105 Attrib 200089_s_at -0.016839869216804575 Attrib 200090_at -0.0400502760502182 Attrib 200091_s_at -0.025306548689599223 Attrib 200092_s_at 0.015127390892096566 Attrib 200093_s_at 0.01292008601081138 Attrib 200094_s_at 0.04741666430142325 Attrib 200095_x_at 0.008574265217750645 Attrib 200096_s_at -0.04468449905710481 Attrib 200097_s_at -0.01759214462628689 Attrib 200098_s_at -0.007610407792406827 Attrib 200099_s_at 9.688941972726469E-4 Attrib 200593_s_at 0.04156770694929395 Attrib 200594_x_at 0.034132456047215515 Attrib 200595_s_at -0.03648757156320578 Attrib 200596_s_at -0.019136522804983062 Attrib 200597_at 0.04611447716607576 Attrib 200598_s_at -0.031577995633918506 Attrib 200599_s_at -0.03045653087470113 Attrib 200600_at 0.016241825704469554 Attrib 200601_at -0.0047685421361577255 Attrib 200602_at 0.006736311570150029 Attrib 200603_at -0.01816654118328769 Attrib 200604_s_at 0.015202015892974026 Attrib 200605_s_at 0.019964762639012278 Attrib 200606_at -1.6763850816415448E-4 Attrib 200607_s_at 0.010306247453254657 Attrib 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Attrib 200709_at 0.0393962572253991 Attrib 200710_at -0.02738009765941128 Attrib 200711_s_at -0.0178347204550407 Attrib 200712_s_at 0.04495923063505005 Attrib 200713_s_at -0.018740829339867683 Attrib 200714_x_at 0.04261580414615 Attrib 200715_x_at -0.02034737666145638 Attrib 200716_x_at -0.045099344470932556 Attrib 200717_x_at -0.015474932623076627 Attrib 200718_s_at -0.04477056104292906 Attrib 200719_at 0.012136713229475087 Attrib 200720_s_at 0.015944472877577266 Attrib 200721_s_at -0.03257845228931475 Attrib 200722_s_at 0.01872532788906403 Attrib 200723_s_at 0.03279972650329567 Attrib 200724_at -0.02150975622605525 Attrib 200725_x_at 0.026443059475673443 Attrib 200726_at 0.04332319155986683 Attrib 200727_s_at -0.027997687604950347 Attrib 200728_at -0.03376498407152309 Attrib 200729_s_at 0.002354463361278098 Attrib 200730_s_at 0.014279118714596108 Attrib 200731_s_at 0.024576699452263248 Attrib 200732_s_at -0.017691257499775424 Attrib 200733_s_at -0.029981533884312735 Attrib 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Attrib 200759_x_at -0.04605343057127214 Attrib 200760_s_at 0.04185912040696665 Attrib 200761_s_at -0.02873816149667584 Attrib 200762_at 0.04161841272619608 Attrib 200763_s_at -0.026913547498805885 Attrib 200764_s_at 0.008507167958282979 Attrib 200765_x_at -0.04713475906767642 Attrib 200766_at -0.04368691876705169 Attrib 200767_s_at -0.016825559194400454 Attrib 200768_s_at 0.03787259443315412 Attrib 200769_s_at 0.036245191323105656 Attrib 200770_s_at -0.019979549265647285 Attrib 200771_at 3.498129837913882E-4 Attrib 200772_x_at -0.0022855733381822417 Attrib 200773_x_at 0.0038605104067638008 Attrib 200774_at -0.03783215204577019 Attrib 200775_s_at -0.004400874186195152 Attrib 200776_s_at -0.007931159188670918 Attrib 200777_s_at 0.03433655450627517 Attrib 200778_s_at -0.04547304669259129 Attrib 200779_at -0.03074802546546592 Attrib 200780_x_at 0.011222752643664478 Attrib 200781_s_at 0.02533642530727021 Attrib 200782_at 0.046862064764359876 Attrib 200783_s_at -0.013003663471195708 Attrib 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Attrib 200835_s_at -0.03427695105147013 Attrib 200836_s_at 0.03520323810599928 Attrib 200837_at 0.04348391588439078 Attrib 200838_at -0.027227108457597574 Attrib 200839_s_at 0.04216280138975022 Attrib 200840_at -0.012268008897293795 Attrib 200841_s_at 0.015095390689927284 Attrib 200842_s_at -0.009259392260041677 Attrib 200843_s_at 0.017167740444434865 Attrib 200844_s_at 0.02128896349533649 Attrib 200845_s_at -0.033787112967725665 Attrib 200846_s_at -0.025184727327188926 Attrib 200847_s_at 0.009347652647185123 Attrib 200848_at 0.04452026406344691 Attrib 200849_s_at 0.006388394343045447 Attrib 200850_s_at 0.01497348195293191 Attrib 200851_s_at -0.002354029639400702 Attrib 200852_x_at 0.01713651888944951 Attrib 200853_at 0.015835902896939744 Attrib 200854_at -0.04098974062211085 Attrib 200855_at -0.030981993230906515 Attrib 200856_x_at -0.0022606728127953367 Attrib 200857_s_at -0.01597060449517286 Attrib 200858_s_at -0.00951760114347084 Attrib 200859_x_at -0.009177152645324474 Attrib 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Attrib 200762_at -0.031405480731149474 Attrib 200763_s_at 0.028696666346655738 Attrib 200764_s_at 0.03815225014880862 Attrib 200765_x_at 0.029121694210870422 Attrib 200766_at 0.009315859933597159 Attrib 200767_s_at 0.008958130038874041 Attrib 200768_s_at -0.028962369410632315 Attrib 200769_s_at 0.04473713189030872 Attrib 200770_s_at 0.04645255910363372 Attrib 200771_at -0.03501328723421994 Attrib 200772_x_at -0.0012645855045445708 Attrib 200773_x_at 0.0161041307336386 Attrib 200774_at 0.02534931807450451 Attrib 200775_s_at -0.029120138308374628 Attrib 200776_s_at -0.03788378481318549 Attrib 200777_s_at -0.016429029431691135 Attrib 200778_s_at -0.03563786246203317 Attrib 200779_at 0.046021194190192516 Attrib 200780_x_at 6.665718898373457E-4 Attrib 200781_s_at -0.029633642606380697 Attrib 200782_at 0.005272608294546684 Attrib 200783_s_at -0.02281177515134854 Attrib 200784_s_at -0.005660660255018138 Attrib 200785_s_at -0.028892980213803512 Attrib 200786_at -0.022726261784791552 Attrib 200787_s_at 0.027225478518132267 Attrib 200788_s_at 0.027898614601663728 Attrib 200789_at -0.002651003109522733 Attrib 200790_at -0.007958333977797591 Attrib 200791_s_at 0.006722008732666087 Attrib 200792_at -0.030430277406196405 Attrib 200793_s_at 0.036164089005873756 Attrib 200794_x_at -0.029011347890139462 Attrib 200795_at -0.04000935612453901 Attrib 200796_s_at 0.04051595402906043 Attrib 200797_s_at -0.0464565104382143 Attrib 200798_x_at 0.042701495547442896 Attrib 200799_at -0.05100304261946393 Attrib 200800_s_at 0.03573298273593817 Attrib 200801_x_at -0.030786004178180237 Attrib 200802_at -0.0102092293869685 Attrib 200803_s_at -0.028477624296111392 Attrib 200804_at 0.03839501959925997 Attrib 200805_at -0.04049630081346569 Attrib 200806_s_at -0.010541818137483214 Attrib 200807_s_at 0.0442445572816099 Attrib 200808_s_at 0.025228435397697594 Attrib 200809_x_at 0.04441695877699125 Attrib 200810_s_at 0.019875753617363393 Attrib 200811_at -0.0363614407412205 Attrib 200812_at 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200912_s_at -0.039907583803372164 Attrib 200913_at -0.046252390797941946 Attrib 200914_x_at -0.018747687396250344 Attrib 200915_x_at 0.027018770268169828 Attrib 200916_at -0.006957364714330813 Attrib 200917_s_at -0.03958439507839072 Attrib 200918_s_at -0.02005079049754327 Attrib 200919_at -0.03455638748644604 Attrib 200920_s_at 0.04018218870025298 Attrib 200921_s_at -0.044338769984364396 Attrib 200922_at -0.037086475587349205 Attrib 200923_at -0.0324631265388192 Attrib 200924_s_at -0.002455710670549067 Attrib 200925_at -0.003671762933187563 Attrib 200926_at -0.03241033601849529 Attrib 200927_s_at 0.02324927041150703 Attrib 200928_s_at -6.327802662146602E-5 Attrib 200929_at 0.023079671191053773 Attrib 200930_s_at -0.04993341385809719 Attrib 200931_s_at 0.0034730795480683117 Attrib 200932_s_at 0.042366892803396936 Attrib 200933_x_at 0.02416057031770227 Attrib 200934_at 0.02499714005459176 Attrib 200935_at -0.027406967352193293 Attrib 200936_at 0.031777177372122385 Attrib 200937_s_at 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Attrib 201013_s_at -0.04127612736553019 Attrib 201014_s_at 0.022797964552903636 Attrib 201015_s_at -0.008003444190418303 Attrib 201016_at -3.692455913429841E-4 Attrib 201017_at 0.027357944104649822 Attrib 201018_at 0.04871223341457013 Attrib 201019_s_at 0.04309495744091639 Attrib 201020_at -0.009655050966676517 Attrib 201021_s_at 0.038550683828971345 Attrib 201022_s_at -0.032542708535278915 Attrib 201023_at 0.008259721977038633 Attrib 201024_x_at 0.025284640495913953 Attrib 201025_at 0.0015152493720795464 Attrib 201026_at 0.04792733802818331 Attrib 201027_s_at -0.015469857283524846 Attrib 201028_s_at -0.02649516573527129 Attrib 201029_s_at -0.04580671461209282 Attrib 201030_x_at 0.0019668782928048746 Attrib 201031_s_at -0.0348686915298339 Attrib 201032_at 0.03513255568406968 Attrib 201033_x_at 0.04913230491340712 Attrib 201034_at -0.04317673818259199 Attrib 201035_s_at 0.009164088383123999 Attrib 201036_s_at -0.04965265846335746 Attrib 201037_at 0.012876966592331132 Attrib 201038_s_at 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Attrib 201064_s_at -0.03226074109986432 Attrib 201065_s_at 0.004063081001615279 Attrib 201066_at 0.04600425413474447 Attrib 201067_at 0.015120464756519071 Attrib 201068_s_at 0.016811877396146185 Attrib 201069_at -0.012238946943267295 Attrib 201070_x_at 0.04782730095151553 Attrib 201071_x_at -0.0397893327152132 Attrib 201072_s_at 0.038691028786412736 Attrib 201073_s_at -0.026410648988616975 Attrib 201074_at -9.462742188152868E-4 Attrib 201075_s_at -0.016643338994474115 Attrib 201076_at 0.004855886640750797 Attrib 201077_s_at 0.02397221286298071 Attrib 201078_at 0.030150148488474318 Attrib 201079_at -0.023752287599824975 Attrib 201080_at 0.0305586636731572 Attrib 201081_s_at -0.011382255379718414 Attrib 201082_s_at 0.044567809005868264 Attrib 201083_s_at 0.047717395182674434 Attrib 201084_s_at 0.035962231478771076 Attrib 201085_s_at -0.0209582086116427 Attrib 201086_x_at -0.04294566899054559 Attrib 201087_at -0.018977437048970636 Attrib 201088_at -0.010435615535736291 Attrib 201089_at 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Attrib 200796_s_at 0.015589200652575212 Attrib 200797_s_at 0.03684024702658193 Attrib 200798_x_at -0.04236026889000632 Attrib 200799_at -0.00900723984501486 Attrib 200800_s_at 0.007399073107552655 Attrib 200801_x_at -0.038953753876668294 Attrib 200802_at -0.0073090093069820275 Attrib 200803_s_at 0.01934696538911038 Attrib 200804_at -0.03207747147739284 Attrib 200805_at -0.013074039539198536 Attrib 200806_s_at 0.04408688246449421 Attrib 200807_s_at 0.04218523897552869 Attrib 200808_s_at -0.023698703845068534 Attrib 200809_x_at 0.012046371271589026 Attrib 200810_s_at -0.026750948547542917 Attrib 200811_at 0.017086415748875376 Attrib 200812_at 0.04569356215198256 Attrib 200813_s_at 0.03500443560542167 Attrib 200814_at -0.043422527611790024 Attrib 200815_s_at -0.032357176146598755 Attrib 200816_s_at -0.009522311005107514 Attrib 200817_x_at -0.0163764744164586 Attrib 200818_at 0.026539048766323205 Attrib 200819_s_at 7.487045891289046E-4 Attrib 200820_at -0.04437051053012899 Attrib 200821_at 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Attrib 200872_at -0.019363122734444627 Attrib 200873_s_at 0.027424349037722368 Attrib 200874_s_at 0.037174797737578 Attrib 200875_s_at 0.005050772153210571 Attrib 200876_s_at 0.02354220458422654 Attrib 200877_at 0.02445033061697779 Attrib 200878_at -0.02668971760398541 Attrib 200879_s_at -0.04868010781095795 Attrib 200880_at -0.0016647571985731729 Attrib 200881_s_at 0.02404589776934334 Attrib 200882_s_at 0.043180968738612754 Attrib 200883_at -0.004311953631320334 Attrib 200884_at 0.0074082784158985004 Attrib 200885_at -0.019027208545649692 Attrib 200886_s_at 0.02704294329739603 Attrib 200887_s_at 0.029001268869087903 Attrib 200888_s_at 0.014248561891454464 Attrib 200889_s_at 0.04745062401399045 Attrib 200890_s_at -9.149945170992838E-4 Attrib 200891_s_at -0.021955653549049162 Attrib 200892_s_at 0.020845345904980928 Attrib 200893_at 0.012818714015064195 Attrib 200894_s_at -0.041441640247416395 Attrib 200895_s_at -0.03278693989509249 Attrib 200896_x_at -0.016380679810521465 Attrib 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Attrib 200834_s_at -0.008744777980651106 Attrib 200835_s_at -0.03261964436621459 Attrib 200836_s_at -0.04473892000804572 Attrib 200837_at -0.0075224409186384076 Attrib 200838_at 0.0139008306757401 Attrib 200839_s_at -0.015591515378617108 Attrib 200840_at 0.023861674629845727 Attrib 200841_s_at -0.008412096938036843 Attrib 200842_s_at -0.05445521570474532 Attrib 200843_s_at -0.004391939186822481 Attrib 200844_s_at 0.02558539482949574 Attrib 200845_s_at 0.01194038651573333 Attrib 200846_s_at 0.00680688881425825 Attrib 200847_s_at -0.012958760915699193 Attrib 200848_at -1.968238663524126E-4 Attrib 200849_s_at -0.04816932377881393 Attrib 200850_s_at 0.04041699977226129 Attrib 200851_s_at 0.03780353555544751 Attrib 200852_x_at 0.008345170286744575 Attrib 200853_at -0.01666693012453368 Attrib 200854_at -0.04013601761631674 Attrib 200855_at -0.014982595451308013 Attrib 200856_x_at 0.021177402265851537 Attrib 200857_s_at 0.01843071845631726 Attrib 200858_s_at 0.0062516141440309096 Attrib 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Attrib 200937_s_at -0.008701002506988352 Attrib 200938_s_at 0.0038383271283790005 Attrib 200939_s_at -0.021401961947166204 Attrib 200940_s_at -0.018910962801398076 Attrib 200941_at -0.00876173889316459 Attrib 200942_s_at -0.02192808688109096 Attrib 200943_at 0.013877120585751404 Attrib 200944_s_at 0.037656490363062234 Attrib 200945_s_at -0.026171439602064223 Attrib 200946_x_at 0.0039225627050136855 Attrib 200947_s_at -0.042490678503375776 Attrib 200948_at -0.012928071149110272 Attrib 200949_x_at -0.007225423606770067 Attrib 200950_at -0.029541025715620717 Attrib 200951_s_at 0.03574425784288452 Attrib 200952_s_at 0.029616598417965392 Attrib 200953_s_at 0.04723027211963404 Attrib 200954_at 0.009602428339892584 Attrib 200955_at 0.0016356089821394425 Attrib 200956_s_at 0.023042897807282553 Attrib 200957_s_at -0.025317484550865296 Attrib 200958_s_at 0.047212122535706426 Attrib 200959_at -0.029541274665097924 Attrib 200960_x_at -0.013713492536496629 Attrib 200961_at 0.012283503478868689 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Attrib 200888_s_at 0.023296794604245524 Attrib 200889_s_at 0.04703590639112974 Attrib 200890_s_at -0.02823316357692256 Attrib 200891_s_at -0.03087793201685398 Attrib 200892_s_at -0.00398855212323248 Attrib 200893_at -0.016286134120713138 Attrib 200894_s_at -0.02465799846415905 Attrib 200895_s_at -0.004502415958316169 Attrib 200896_x_at -0.048972161420645616 Attrib 200897_s_at 0.04143029546430729 Attrib 200898_s_at 0.017384938308892622 Attrib 200899_s_at -0.021671506614431398 Attrib 200900_s_at -7.851567556179902E-4 Attrib 200901_s_at -0.03951588986899285 Attrib 200902_at 0.018899127881455275 Attrib 200903_s_at -0.03962657635823497 Attrib 200904_at 0.012370236473515995 Attrib 200905_x_at -0.04451061294758938 Attrib 200906_s_at 0.03343086009870191 Attrib 200907_s_at -0.04451362102307774 Attrib 200908_s_at -0.029413947493215728 Attrib 200909_s_at -0.04837608459716159 Attrib 200910_at -0.015082601531018503 Attrib 200911_s_at -0.0021810874443365627 Attrib 200912_s_at -0.010012547081389996 Attrib 200913_at -0.04233038150582879 Attrib 200914_x_at -0.0024301601047710284 Attrib 200915_x_at 0.034993629005667826 Attrib 200916_at -0.03903927363172385 Attrib 200917_s_at -0.01642517910251261 Attrib 200918_s_at -0.01799705771713553 Attrib 200919_at 0.030733677578355923 Attrib 200920_s_at 0.008224249032153312 Attrib 200921_s_at 0.03218808489644201 Attrib 200922_at 0.011175838118693587 Attrib 200923_at -0.02388064926517775 Attrib 200924_s_at -6.995336871157895E-4 Attrib 200925_at -0.03434410835932531 Attrib 200926_at 0.02738006078617646 Attrib 200927_s_at 0.0061236530340826965 Attrib 200928_s_at -0.021186176420797575 Attrib 200929_at 0.004256181335606508 Attrib 200930_s_at 0.014382116107662955 Attrib 200931_s_at 0.04859216552440225 Attrib 200932_s_at 0.004217196724614365 Attrib 200933_x_at -0.03829885724005855 Attrib 200934_at 0.031823465617373814 Attrib 200935_at 0.009867640431783111 Attrib 200936_at 0.021133101770403513 Attrib 200937_s_at 0.011774836555807269 Attrib 200938_s_at 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Attrib 200874_s_at -0.01798747667114616 Attrib 200875_s_at -0.039204447002765395 Attrib 200876_s_at 0.046556299907985446 Attrib 200877_at -0.02501017445666091 Attrib 200878_at -0.005402278433565884 Attrib 200879_s_at -0.0032085094691437456 Attrib 200880_at -0.03743686779132567 Attrib 200881_s_at -0.036082730470850734 Attrib 200882_s_at 0.02116340384378524 Attrib 200883_at -0.029052966797196097 Attrib 200884_at -0.014530805102471357 Attrib 200885_at -0.03293798852904993 Attrib 200886_s_at -0.017308052793374933 Attrib 200887_s_at 0.014462505814033041 Attrib 200888_s_at 0.012945312613993593 Attrib 200889_s_at 0.002428935047401901 Attrib 200890_s_at 0.048956294945645594 Attrib 200891_s_at -0.032851168948794675 Attrib 200892_s_at 0.03830634255609751 Attrib 200893_at 0.026461155239025515 Attrib 200894_s_at -0.03350907514615153 Attrib 200895_s_at 0.04804188319075738 Attrib 200896_x_at 0.024958334515042594 Attrib 200897_s_at -0.04434300972814967 Attrib 200898_s_at 0.02592545222066442 Attrib 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Attrib 200887_s_at 0.005499262314934017 Attrib 200888_s_at 0.025371501406757497 Attrib 200889_s_at -0.03475584101254294 Attrib 200890_s_at -0.006174956363120194 Attrib 200891_s_at -0.027882492135134083 Attrib 200892_s_at -0.0486502089362089 Attrib 200893_at -0.0487520329741396 Attrib 200894_s_at 0.00906792744903151 Attrib 200895_s_at -0.0158271122348932 Attrib 200896_x_at 0.03665380348781167 Attrib 200897_s_at 0.03008623655846707 Attrib 200898_s_at -0.019731479943191885 Attrib 200899_s_at -0.022585049905435133 Attrib 200900_s_at -0.001550019644408171 Attrib 200901_s_at -0.02966164731527673 Attrib 200902_at -0.04428909249964512 Attrib 200903_s_at -0.048649910491853285 Attrib 200904_at 0.013262119270978005 Attrib 200905_x_at 0.0322899656542442 Attrib 200906_s_at -0.026822401553290902 Attrib 200907_s_at 0.008397946612814509 Attrib 200908_s_at 0.00853523428580069 Attrib 200909_s_at -0.03673008152717374 Attrib 200910_at 0.007020534868636188 Attrib 200911_s_at -0.0350934516677662 Attrib 200912_s_at 0.043394607910326136 Attrib 200913_at 0.021922610542679973 Attrib 200914_x_at 8.295194887869453E-4 Attrib 200915_x_at 0.033561215328348645 Attrib 200916_at -0.01601086052368057 Attrib 200917_s_at -0.01459087851904927 Attrib 200918_s_at 0.024942734024363825 Attrib 200919_at 0.04986029498493403 Attrib 200920_s_at -0.0011078065020919626 Attrib 200921_s_at 0.029015485559417277 Attrib 200922_at 0.04368397846946191 Attrib 200923_at -0.00498012780758137 Attrib 200924_s_at 0.00793490132098689 Attrib 200925_at 0.02464964493034912 Attrib 200926_at -0.03151926426810744 Attrib 200927_s_at -0.004039261142890659 Attrib 200928_s_at -0.039277990859060766 Attrib 200929_at 0.004859879903549462 Attrib 200930_s_at -0.009140685254220312 Attrib 200931_s_at 0.007955612452486835 Attrib 200932_s_at -0.03169816375358815 Attrib 200933_x_at 0.00188532766202846 Attrib 200934_at 0.024936052867972232 Attrib 200935_at 0.010939941664996105 Attrib 200936_at 0.01881854810769666 Attrib 200937_s_at 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Attrib 201013_s_at 0.008810179380320058 Attrib 201014_s_at -0.0402028136142335 Attrib 201015_s_at -0.04205668801646677 Attrib 201016_at -0.006528378965417158 Attrib 201017_at -0.025764536388611148 Attrib 201018_at -0.012252882937151714 Attrib 201019_s_at 0.037462247066229123 Attrib 201020_at 0.01751413117542091 Attrib 201021_s_at 0.009210355809793973 Attrib 201022_s_at -0.024272894624630365 Attrib 201023_at -0.012128066742908027 Attrib 201024_x_at 0.0405696694115707 Attrib 201025_at 0.04536890601963928 Attrib 201026_at 0.02396296878028527 Attrib 201027_s_at 0.0462257831104822 Attrib 201028_s_at 0.04379073232234228 Attrib 201029_s_at 0.01996878745101041 Attrib 201030_x_at -0.012555029393599265 Attrib 201031_s_at -0.026269777622768442 Attrib 201032_at -0.03931488109726421 Attrib 201033_x_at 0.00631120531059948 Attrib 201034_at 0.04565908816984911 Attrib 201035_s_at -0.0015846017016742434 Attrib 201036_s_at 0.041109901061163585 Attrib 201037_at -0.003835941722440258 Attrib 201038_s_at 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Attrib 201089_at 0.030117183099304442 Attrib 201090_x_at -0.0016779898334419777 Attrib 201091_s_at 0.01556932065107178 Attrib 201092_at -0.011325902329528481 Attrib 201093_x_at -0.009709514670860073 Attrib 201094_at 0.024186332473442318 Attrib 201095_at 0.031848834908391105 Attrib 201096_s_at 0.004773063942369021 Attrib 201097_s_at -0.043028731778078894 Attrib 201098_at 0.02254150900574537 Attrib 201099_at -0.018744938608337883 Attrib 201100_s_at -0.04147512644735078 Attrib 201101_s_at -0.04175688762757031 Attrib 201102_s_at 0.03268249668309973 Attrib 201103_x_at -0.011116532041172434 Attrib 201104_x_at -0.014909937219235012 Attrib 201105_at 0.03697553773884977 Attrib 201106_at -0.020979885967972636 Attrib 201107_s_at 0.04484024662697514 Attrib 201108_s_at 0.046774122350120524 Attrib 201109_s_at 0.03121700685429373 Attrib 201110_s_at 0.01754760633189403 Attrib 201111_at 0.030051994251173813 Attrib 201112_s_at -0.023823085675106312 Attrib 201113_at 0.024185726597859475 Attrib 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Attrib AFFX-TrpnX-5_at -0.0486190317585579 Attrib AFFX-TrpnX-M_at 0.010089242834450082 Class normal Input Node 0 Class tumoral Input Node 1 Time taken to build model: 638.66 seconds Time taken to test model on training data: 0.98 seconds === Error on training data === Correctly Classified Instances 33 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0059 Root mean squared error 0.0061 Relative absolute error 1.1808 % Root relative squared error 1.2199 % Total Number of Instances 33 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 17 0 | a = normal 0 16 | b = tumoral Time taken to perform cross-validation: 1669.01 seconds === Stratified cross-validation === Correctly Classified Instances 33 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0258 Root mean squared error 0.0681 Relative absolute error 5.15 % Root relative squared error 13.5729 % Total Number of Instances 33 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 17 0 | a = normal 0 16 | b = tumoral