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 -1.4717852844926624 Node 5 1.4784756878467475 Node 6 -1.3150716296440954 Node 7 -1.1309001723211076 Node 8 -1.3600699213817795 Node 9 0.6063710890856867 Node 10 7.222827512100484 Node 11 0.5368081583211755 Node 12 -0.18752237030221355 Node 13 0.43832092098501835 Node 14 -1.3702600177119166 Sigmoid Node 1 Inputs Weights Threshold -2.36609541668508 Node 5 2.460741831720793 Node 6 -2.3085546011263736 Node 7 5.723721754491626 Node 8 4.597711576515576 Node 9 1.4702227140671809 Node 10 -4.116708198837169 Node 11 -4.560546236999426 Node 12 -6.47330157148871 Node 13 3.360986928305355 Node 14 -2.353970376282241 Sigmoid Node 2 Inputs Weights Threshold -0.2002439044568749 Node 5 -1.9838699857328845 Node 6 -0.1286063182854555 Node 7 -1.9783145002206308 Node 8 3.8084240761869697 Node 9 2.643305034320702 Node 10 -2.4875482484363842 Node 11 -3.044444353707726 Node 12 7.739325743221008 Node 13 -5.743684385656415 Node 14 -0.3802127924394382 Sigmoid Node 3 Inputs Weights Threshold 0.05454537186183957 Node 5 -1.706986931891521 Node 6 -0.04572899082812905 Node 7 1.349308845456151 Node 8 -3.9654930768532135 Node 9 -4.713853553424918 Node 10 -4.128020124319964 Node 11 4.256904366923047 Node 12 -3.5403035072347793 Node 13 -5.2976878141142185 Node 14 0.3421168324373138 Sigmoid Node 4 Inputs Weights Threshold -2.169302161990085 Node 5 -4.557757892672609 Node 6 -2.146237944410054 Node 7 -6.058934419081441 Node 8 -3.550417165438813 Node 9 1.6426828681311685 Node 10 -5.55303463766937 Node 11 4.244243958208169 Node 12 -5.846140734646404 Node 13 7.170553163561426 Node 14 -1.93487497474028 Sigmoid Node 5 Inputs Weights Threshold -0.019585651642334147 Attrib 1007_s_at 0.01460438157542674 Attrib 1053_at -0.019580550875206056 Attrib 117_at -0.00797763240416254 Attrib 121_at -0.03790527159679418 Attrib 1255_g_at -0.042637960676109664 Attrib 1294_at 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0.0036225660165930683 Attrib 200596_s_at 0.002689395953284093 Attrib 200597_at 0.017756661940925875 Attrib 200598_s_at -0.01665052687337869 Attrib 200599_s_at 0.01367992491846975 Attrib 200600_at 0.01886235537217684 Attrib 200601_at -0.029299372674789013 Attrib 200602_at -0.03988408698883191 Attrib 200603_at 0.0018789543210328504 Attrib 200604_s_at -0.03845807677728989 Attrib 200605_s_at -0.019878668452556616 Attrib 200606_at 0.04726810477779962 Attrib 200607_s_at 0.02350113690433028 Attrib 200608_s_at 0.028976027635741523 Attrib 200609_s_at 0.016440542216845277 Attrib 200610_s_at 0.02344397185008572 Attrib 200611_s_at 0.0590736043697033 Attrib 200612_s_at -0.043017750616917184 Attrib 200613_at -0.03177615046293394 Attrib 200614_at 0.04072122338466395 Attrib 200615_s_at -0.012090827145627175 Attrib 200616_s_at -0.04008597818740767 Attrib 200617_at 0.024817020540029548 Attrib 200618_at 0.016827136412864006 Attrib 200619_at -0.01904295111371903 Attrib 200620_at 0.025624419775129546 Attrib 200621_at -0.03086612627166798 Attrib 200622_x_at -0.011025845781108299 Attrib 200623_s_at -0.03487466067525505 Attrib 200624_s_at 0.010805733775410076 Attrib 200625_s_at 0.025623883955033403 Attrib 200626_s_at -0.01416401117354814 Attrib 200627_at -0.030171081270949758 Attrib 200628_s_at 0.032590536742908856 Attrib 200629_at -0.0017674800166800515 Attrib 200630_x_at -0.008791376025447141 Attrib 200631_s_at -0.02419477036739687 Attrib 200632_s_at -0.058553865707829 Attrib 200633_at -0.05174802480362496 Attrib 200634_at 0.010636486582709515 Attrib 200635_s_at 0.029606992945262943 Attrib 200636_s_at 0.048694475237417274 Attrib 200637_s_at 6.959322518461415E-4 Attrib 200638_s_at 0.007877330852309997 Attrib 200639_s_at -0.02652078695667027 Attrib 200640_at -0.019176762841629023 Attrib 200641_s_at -0.03965557405319768 Attrib 200642_at 0.00564114454702147 Attrib 200643_at -0.004963973903860354 Attrib 200644_at -0.03422436907082195 Attrib 200645_at -0.04050690613931247 Attrib 200646_s_at 0.05203135886793496 Attrib 200647_x_at -0.01638785872527277 Attrib 200648_s_at -0.04355917567061942 Attrib 200649_at -0.044374201866914736 Attrib 200650_s_at -0.03191336716961831 Attrib 200651_at -0.008534219317159487 Attrib 200652_at 0.01688552690282131 Attrib 200653_s_at 0.023041594818359944 Attrib 200654_at 0.03904845514342446 Attrib 200655_s_at -0.039842931209067727 Attrib 200656_s_at -0.025264925878219317 Attrib 200657_at -0.04068018419011649 Attrib 200658_s_at -0.021333437069955583 Attrib 200659_s_at -0.02447617308700843 Attrib 200660_at 0.05430810959291857 Attrib 200661_at -0.01229771230711864 Attrib 200662_s_at 0.006827907233446264 Attrib 200663_at -0.005025962705332855 Attrib 200664_s_at 0.041362241931179704 Attrib 200665_s_at 0.0012561490992339006 Attrib 200666_s_at 0.05802564646944321 Attrib 200667_at -5.522625264233653E-4 Attrib 200668_s_at 0.016374252510608832 Attrib 200669_s_at -0.018399203040331852 Attrib 200670_at 0.04062287356875902 Attrib 200671_s_at 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Attrib 200697_at -0.00383897150385389 Attrib 200698_at 0.028288079584621647 Attrib 200699_at 0.027975617486921203 Attrib 200700_s_at 0.03226775611913979 Attrib 200701_at 0.035814364698840494 Attrib 200702_s_at 0.004374683201160676 Attrib 200703_at 0.01401900136861046 Attrib 200704_at 4.39809199130128E-4 Attrib 200705_s_at 0.045784750375282256 Attrib 200706_s_at -0.0233383020612716 Attrib 200707_at 0.043469298750259 Attrib 200708_at -0.031645990517450234 Attrib 200709_at 0.027193605287752456 Attrib 200710_at 0.06278247152593472 Attrib 200711_s_at -0.0038295005128644952 Attrib 200712_s_at -0.03739944895036631 Attrib 200713_s_at -0.02349232341210654 Attrib 200714_x_at 0.05811126128528853 Attrib 200715_x_at 0.04583761314736783 Attrib 200716_x_at -0.050196998494214565 Attrib 200717_x_at -0.04737469254200607 Attrib 200718_s_at -0.010752063861780589 Attrib 200719_at -0.024469775056362622 Attrib 200720_s_at -0.020534548123367188 Attrib 200721_s_at -0.04410147975087081 Attrib 200722_s_at 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Attrib 200083_at -0.05289426924955943 Attrib 200084_at 0.027565138895709454 Attrib 200085_s_at 0.04241591230538271 Attrib 200086_s_at -0.005081496457648088 Attrib 200087_s_at 0.0224389644153546 Attrib 200088_x_at -0.032137655545475104 Attrib 200089_s_at 0.03635856888103565 Attrib 200090_at 0.01514911144614688 Attrib 200091_s_at -0.0443093094879904 Attrib 200092_s_at 0.03799951866159832 Attrib 200093_s_at 0.04308020016400393 Attrib 200094_s_at 0.039994280121185465 Attrib 200095_x_at -0.04136911922186044 Attrib 200096_s_at -0.03754630217643712 Attrib 200097_s_at 0.0015885072503844038 Attrib 200098_s_at -0.0015938215324221203 Attrib 200099_s_at -0.04565562370074255 Attrib 200593_s_at 6.562417731017684E-4 Attrib 200594_x_at 0.02059303905215887 Attrib 200595_s_at 0.013729326775848443 Attrib 200596_s_at -0.019904842238459453 Attrib 200597_at 0.040004017931240525 Attrib 200598_s_at 0.048726249259065865 Attrib 200599_s_at -0.04159843735456364 Attrib 200600_at -0.027686479987630824 Attrib 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Attrib 200872_at -0.05846371161058745 Attrib 200873_s_at -0.009001792671568868 Attrib 200874_s_at 0.05533346488112421 Attrib 200875_s_at -0.0023847717943379513 Attrib 200876_s_at 0.003177604251614615 Attrib 200877_at 0.04327910362634794 Attrib 200878_at 0.05967177791720133 Attrib 200879_s_at 0.004107197921935133 Attrib 200880_at 0.038516291261071964 Attrib 200881_s_at -0.011149552449857094 Attrib 200882_s_at 0.020132481694181362 Attrib 200883_at 0.034138432800326114 Attrib 200884_at 0.026262527884717012 Attrib 200885_at 0.04286405751838606 Attrib 200886_s_at 0.025978007146928564 Attrib 200887_s_at -0.045196475881173745 Attrib 200888_s_at -0.05376058209842534 Attrib 200889_s_at 0.038025957619668156 Attrib 200890_s_at -0.02960737620560129 Attrib 200891_s_at -0.01846291963938746 Attrib 200892_s_at -0.01414914555626014 Attrib 200893_at 0.022199186970183776 Attrib 200894_s_at 0.024295009672217777 Attrib 200895_s_at 0.030456277940408026 Attrib 200896_x_at -0.030400139494424813 Attrib 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Attrib 200843_s_at -0.04062919671330305 Attrib 200844_s_at -0.007573689408888949 Attrib 200845_s_at -0.021560038209785293 Attrib 200846_s_at -0.018344083481847732 Attrib 200847_s_at -0.03587235736440504 Attrib 200848_at 0.02975777986340651 Attrib 200849_s_at -0.02057790157671162 Attrib 200850_s_at -0.04785107387611909 Attrib 200851_s_at -0.02932918473621173 Attrib 200852_x_at -0.021121952477020298 Attrib 200853_at -0.027561508368306245 Attrib 200854_at -0.0625774681616356 Attrib 200855_at 0.005588573096890772 Attrib 200856_x_at -0.050734609674087806 Attrib 200857_s_at -0.011438239104503064 Attrib 200858_s_at 0.04532873590389955 Attrib 200859_x_at 0.04135154550937538 Attrib 200860_s_at 0.028323519906856078 Attrib 200861_at 0.02998327814160583 Attrib 200862_at -0.07428039610084927 Attrib 200863_s_at 0.01392204679638773 Attrib 200864_s_at -0.031101617153500388 Attrib 200865_at 0.01681102690056967 Attrib 200866_s_at -0.04350403224700556 Attrib 200867_at 0.016911070554113835 Attrib 200868_s_at 0.00782563682873804 Attrib 200869_at -0.008415950996961482 Attrib 200870_at 0.019067250845118212 Attrib 200871_s_at 0.02206690946792442 Attrib 200872_at -0.007511436699824915 Attrib 200873_s_at -4.927848949816021E-4 Attrib 200874_s_at 0.04355420183461239 Attrib 200875_s_at 0.0038741861192226517 Attrib 200876_s_at 0.03171329765269541 Attrib 200877_at -0.001971799058943396 Attrib 200878_at -0.043268939927276005 Attrib 200879_s_at 0.046853102843067596 Attrib 200880_at -0.050268106382990355 Attrib 200881_s_at -0.03395518597132111 Attrib 200882_s_at -0.004134985358250944 Attrib 200883_at -0.01263926381415507 Attrib 200884_at 0.043071052757289605 Attrib 200885_at -0.04371199889530569 Attrib 200886_s_at -0.024686140241426496 Attrib 200887_s_at -0.027464083203930807 Attrib 200888_s_at 0.02419626300729405 Attrib 200889_s_at -0.03957253048952426 Attrib 200890_s_at -0.02952596947309409 Attrib 200891_s_at -8.426967522815211E-4 Attrib 200892_s_at 0.027595128769043614 Attrib 200893_at 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Attrib 200944_s_at 0.03250492998441474 Attrib 200945_s_at -0.04307619680410484 Attrib 200946_x_at -0.03520648798901043 Attrib 200947_s_at 0.011796128164455704 Attrib 200948_at -0.022406932642545712 Attrib 200949_x_at -0.006990777610746841 Attrib 200950_at 0.06953384674838584 Attrib 200951_s_at 0.03598044053632785 Attrib 200952_s_at 0.042845934611393244 Attrib 200953_s_at 0.005323904875092024 Attrib 200954_at 0.020351913425512735 Attrib 200955_at 0.036119395424541054 Attrib 200956_s_at 0.057931861541531036 Attrib 200957_s_at 0.0336235479854772 Attrib 200958_s_at 0.006297802948703992 Attrib 200959_at 0.032709482130865254 Attrib 200960_x_at 0.007217361059478584 Attrib 200961_at -0.03327626877802997 Attrib 200962_at 0.040230427054313296 Attrib 200963_x_at 0.013275120819158671 Attrib 200964_at -0.0028265457225958696 Attrib 200965_s_at -0.05508717356484207 Attrib 200966_x_at 0.004534472135420074 Attrib 200967_at 0.02855997483038962 Attrib 200968_s_at -0.04309059444562677 Attrib 200969_at 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Attrib 200789_at 0.005006693262838104 Attrib 200790_at 0.09107850613012598 Attrib 200791_s_at 0.10877477128659102 Attrib 200792_at 0.10318897718225907 Attrib 200793_s_at 0.007122365105274899 Attrib 200794_x_at 0.005265150181286997 Attrib 200795_at 0.03504120995821111 Attrib 200796_s_at 0.007334732382081922 Attrib 200797_s_at 0.04506303826775751 Attrib 200798_x_at 0.047629156476204706 Attrib 200799_at -0.06466111946369543 Attrib 200800_s_at 0.025399486588858336 Attrib 200801_x_at -0.01683791104218079 Attrib 200802_at 0.0783192855321453 Attrib 200803_s_at -0.03905914581343965 Attrib 200804_at -0.06001296650263451 Attrib 200805_at 0.08186339950749885 Attrib 200806_s_at 0.062133764813025245 Attrib 200807_s_at 0.0690991874298026 Attrib 200808_s_at -0.004257375482310479 Attrib 200809_x_at 0.07399315615598955 Attrib 200810_s_at -0.02111549757369453 Attrib 200811_at -0.018066427128631563 Attrib 200812_at -0.013180643036875229 Attrib 200813_s_at -0.06862522962240639 Attrib 200814_at 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Attrib 200840_at 0.029631629798349688 Attrib 200841_s_at 0.009936438220354294 Attrib 200842_s_at -0.0029348110722799987 Attrib 200843_s_at 0.02424784574951359 Attrib 200844_s_at 0.026155699575016778 Attrib 200845_s_at 0.041648926361094685 Attrib 200846_s_at -0.014143840297937726 Attrib 200847_s_at 0.009418954704785489 Attrib 200848_at -0.04146938478310215 Attrib 200849_s_at -0.01877448282435368 Attrib 200850_s_at -0.07110191325294693 Attrib 200851_s_at 0.030012230445806334 Attrib 200852_x_at 0.06327944502788031 Attrib 200853_at -0.009155648572745206 Attrib 200854_at 0.04140242809224535 Attrib 200855_at -0.021619336398386074 Attrib 200856_x_at -4.29378139622866E-4 Attrib 200857_s_at -0.053283762100201616 Attrib 200858_s_at 0.04867312761661468 Attrib 200859_x_at 0.07152397111907943 Attrib 200860_s_at 0.02893427790408958 Attrib 200861_at -0.010261879302704897 Attrib 200862_at -0.05321022694508042 Attrib 200863_s_at -0.011836468531316945 Attrib 200864_s_at 0.038788171798362976 Attrib 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Attrib 200941_at 0.00432578103240125 Attrib 200942_s_at -0.004903221730297151 Attrib 200943_at 0.0700307118633388 Attrib 200944_s_at 0.0869276638996168 Attrib 200945_s_at 0.05442948264834032 Attrib 200946_x_at 0.006021731811863702 Attrib 200947_s_at -0.0076751995908072995 Attrib 200948_at -0.06345143558462243 Attrib 200949_x_at -0.005556902429220697 Attrib 200950_at 0.0011817255253449698 Attrib 200951_s_at -0.03190690434419983 Attrib 200952_s_at -0.04490463201293385 Attrib 200953_s_at 0.01498057891489452 Attrib 200954_at -0.06307201392172167 Attrib 200955_at 0.04806830747361493 Attrib 200956_s_at 0.06199668001713639 Attrib 200957_s_at 0.08369080740129985 Attrib 200958_s_at 0.05522254181673572 Attrib 200959_at 0.04211147977444369 Attrib 200960_x_at 0.055230030080224736 Attrib 200961_at -0.034521542370537374 Attrib 200962_at 0.010982658784253594 Attrib 200963_x_at 0.08009246576846882 Attrib 200964_at -0.020691069496700083 Attrib 200965_s_at -0.07539296102869228 Attrib 200966_x_at 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Attrib 200992_at 0.024506395475344847 Attrib 200993_at -0.03857532413034558 Attrib 200994_at -0.005150729890785189 Attrib 200995_at 0.05325610892251607 Attrib 200996_at -0.025164422812909253 Attrib 200997_at -0.023120288415025562 Attrib 200998_s_at 0.038196284086220646 Attrib 200999_s_at 0.04355415643759324 Attrib 201000_at 0.022940820024024058 Attrib 201001_s_at -0.040907894577431055 Attrib 201002_s_at 0.01490141877933669 Attrib 201003_x_at -0.03901748062847095 Attrib 201004_at 0.01806908166044434 Attrib 201005_at 0.014828101502715662 Attrib 201006_at -0.02283354928169062 Attrib 201007_at 0.03512963728679173 Attrib 201008_s_at -0.017382061156729786 Attrib 201009_s_at 0.03616624809452093 Attrib 201010_s_at 0.05458898258459148 Attrib 201011_at 0.014660124573544193 Attrib 201012_at 0.03839451998587579 Attrib 201013_s_at -7.466174564414673E-4 Attrib 201014_s_at 0.03838801175154595 Attrib 201015_s_at -0.0027186125916085564 Attrib 201016_at 0.06410179066119956 Attrib 201017_at 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Attrib 201043_s_at -0.008124923666325145 Attrib 201044_x_at -0.006753435330469636 Attrib 201045_s_at 0.01040672049174351 Attrib 201046_s_at 0.013270067611263786 Attrib 201047_x_at -0.024902433930938016 Attrib 201048_x_at -0.01128101199387286 Attrib 201049_s_at 0.0010524751246345707 Attrib 201050_at -0.037899688114879135 Attrib 201051_at -0.03994086451941701 Attrib 201052_s_at -0.034815568382293764 Attrib 201053_s_at 0.06587238848879914 Attrib 201054_at 0.04160728282509423 Attrib 201055_s_at 0.008150397321766204 Attrib 201056_at 0.03586849002628293 Attrib 201057_s_at 0.02679024383050378 Attrib 201058_s_at 0.014830347876389587 Attrib 201059_at 0.08542457146691457 Attrib 201060_x_at -0.04417328297583596 Attrib 201061_s_at 0.0429615516086322 Attrib 201062_at -0.07573900481318903 Attrib 201063_at 0.04646053156083449 Attrib 201064_s_at 0.03501131984429269 Attrib 201065_s_at -0.002281181549186255 Attrib 201066_at -0.01877563289991513 Attrib 201067_at 0.03634500414677579 Attrib 201068_s_at 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200714_x_at 0.017118733298889167 Attrib 200715_x_at 0.029628647232063855 Attrib 200716_x_at -0.016484155668785985 Attrib 200717_x_at 0.04937593849550898 Attrib 200718_s_at 0.01675682075053742 Attrib 200719_at -0.013746253817510566 Attrib 200720_s_at 0.02411292598258919 Attrib 200721_s_at -0.0035998261460582093 Attrib 200722_s_at 0.019021497782162534 Attrib 200723_s_at 0.025274077517055186 Attrib 200724_at 0.031423383586630146 Attrib 200725_x_at 0.04733210027250355 Attrib 200726_at -0.05121906600676208 Attrib 200727_s_at -0.028655228184807643 Attrib 200728_at 0.04243656468079744 Attrib 200729_s_at 0.01392680138790476 Attrib 200730_s_at 0.026492900329555015 Attrib 200731_s_at 0.006845281441849024 Attrib 200732_s_at -0.02475256083350525 Attrib 200733_s_at 0.031521004450603456 Attrib 200734_s_at -0.054801241328970476 Attrib 200735_x_at 0.04517870351395033 Attrib 200736_s_at -0.02112111406869831 Attrib 200737_at 0.023103168111466475 Attrib 200738_s_at -0.05174019956693673 Attrib 200739_s_at 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Attrib 200815_s_at 0.028444325328909843 Attrib 200816_s_at 0.009658790046962226 Attrib 200817_x_at -0.007249071455535331 Attrib 200818_at 0.018294637812633206 Attrib 200819_s_at -0.013889780776573222 Attrib 200820_at -0.07019386939721414 Attrib 200821_at -0.025876734653338066 Attrib 200822_x_at 0.006439250312283781 Attrib 200823_x_at 0.027415156491856305 Attrib 200824_at -0.01700422669992157 Attrib 200825_s_at 0.02771555239002927 Attrib 200826_at -0.06209838387671816 Attrib 200827_at -0.05080262018962312 Attrib 200828_s_at 0.03841837582053909 Attrib 200829_x_at -0.05701429568981674 Attrib 200830_at -0.005175278048341631 Attrib 200831_s_at -0.030334858469234133 Attrib 200832_s_at -0.02413225527462612 Attrib 200833_s_at -0.03744025209251441 Attrib 200834_s_at -0.011003206768439164 Attrib 200835_s_at 0.03258124481207651 Attrib 200836_s_at 0.04222826991469292 Attrib 200837_at 0.012830631840461546 Attrib 200838_at -0.05168606192677542 Attrib 200839_s_at 0.019956465462866627 Attrib 200840_at 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200966_x_at 0.026379702130480832 Attrib 200967_at 0.04308438781692623 Attrib 200968_s_at -0.0422632344706245 Attrib 200969_at 0.056760639963590626 Attrib 200970_s_at 0.03467940337698987 Attrib 200971_s_at 0.02339265469627053 Attrib 200972_at 0.06849856393153253 Attrib 200973_s_at 0.061589920717646185 Attrib 200974_at 0.030615283273753617 Attrib 200975_at 0.02162404572289918 Attrib 200976_s_at -0.015679823059011506 Attrib 200977_s_at 0.007325336104886528 Attrib 200978_at -0.0065712486546326936 Attrib 200979_at -0.009482533519431477 Attrib 200980_s_at -0.03583068603376739 Attrib 200981_x_at -0.06174287335907866 Attrib 200982_s_at 0.05904062048691062 Attrib 200983_x_at 0.05856776789109552 Attrib 200984_s_at 0.0040529071270171526 Attrib 200985_s_at 0.05278178276919214 Attrib 200986_at 0.0023135466037630227 Attrib 200987_x_at -0.027121745853006852 Attrib 200988_s_at 0.0017831274742088677 Attrib 200989_at -0.019851908986980908 Attrib 200990_at 0.011191137597558909 Attrib 200991_s_at 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Attrib 200975_at -0.02677212131836526 Attrib 200976_s_at 0.044888733125589636 Attrib 200977_s_at -0.04713912347071252 Attrib 200978_at 0.05596109931627973 Attrib 200979_at 0.02961314003632743 Attrib 200980_s_at -0.06398659815092556 Attrib 200981_x_at 0.03438569952070617 Attrib 200982_s_at 0.026195374957093256 Attrib 200983_x_at 0.10655597149524677 Attrib 200984_s_at 0.029126163506834533 Attrib 200985_s_at 0.12579714257507987 Attrib 200986_at 0.06111596002818578 Attrib 200987_x_at 0.03586134873008467 Attrib 200988_s_at 0.017293701534242856 Attrib 200989_at -0.03284615176570526 Attrib 200990_at -0.015880239726065233 Attrib 200991_s_at -0.025472713291695686 Attrib 200992_at 0.006525309265734129 Attrib 200993_at -2.486645796053209E-4 Attrib 200994_at -0.020118160274898544 Attrib 200995_at -0.06101700389246259 Attrib 200996_at -0.005981326006353658 Attrib 200997_at -0.013700060860136932 Attrib 200998_s_at -0.00924366633975626 Attrib 200999_s_at -0.06414092846604598 Attrib 201000_at 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Attrib 200874_s_at 0.039021071264622294 Attrib 200875_s_at 0.048287502150005865 Attrib 200876_s_at 0.04577078565690195 Attrib 200877_at 0.04160747823180968 Attrib 200878_at -0.04779488320158989 Attrib 200879_s_at -0.008382058982644396 Attrib 200880_at 0.04299602964571337 Attrib 200881_s_at 0.0024884639152195015 Attrib 200882_s_at -0.033714018985505315 Attrib 200883_at -0.0316496273710317 Attrib 200884_at -0.018360832239611505 Attrib 200885_at -0.05361615182240643 Attrib 200886_s_at -0.023009793172715898 Attrib 200887_s_at -0.02581440678936693 Attrib 200888_s_at 0.06512431044249517 Attrib 200889_s_at 0.039375792699369694 Attrib 200890_s_at 0.022488203948353186 Attrib 200891_s_at 0.02755580905148869 Attrib 200892_s_at -0.014414664743995631 Attrib 200893_at 0.05752964974528421 Attrib 200894_s_at 0.0668101480980601 Attrib 200895_s_at 0.027675856061301785 Attrib 200896_x_at 0.0763542070623027 Attrib 200897_s_at 0.013331328258134743 Attrib 200898_s_at 0.044459434820508854 Attrib 200899_s_at 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Attrib 200950_at -0.022666515734333925 Attrib 200951_s_at 0.07987703397829148 Attrib 200952_s_at 0.03224219004789894 Attrib 200953_s_at -0.023591554965214978 Attrib 200954_at 0.03724813431690632 Attrib 200955_at 0.005134297181462493 Attrib 200956_s_at 0.04621991898358086 Attrib 200957_s_at 0.0535228007632247 Attrib 200958_s_at 0.005757465185300242 Attrib 200959_at -0.011670186437637415 Attrib 200960_x_at -0.04326122116198361 Attrib 200961_at 0.050218583460311196 Attrib 200962_at 0.046178819854556276 Attrib 200963_x_at 0.05140491757971244 Attrib 200964_at 0.02182290065813326 Attrib 200965_s_at 0.04511050753947379 Attrib 200966_x_at -0.02639106336581412 Attrib 200967_at -0.0038619473210488755 Attrib 200968_s_at -0.04322685715061943 Attrib 200969_at -0.06532826065339166 Attrib 200970_s_at -0.052575981305503436 Attrib 200971_s_at -0.04104219376619562 Attrib 200972_at -0.05372453798381213 Attrib 200973_s_at 0.010394295126478782 Attrib 200974_at -0.031725233681051505 Attrib 200975_at 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Attrib 201001_s_at -0.03740603239089444 Attrib 201002_s_at -0.02528076266658432 Attrib 201003_x_at -0.009318549188711578 Attrib 201004_at -0.0032737649188528117 Attrib 201005_at -0.027925159357943034 Attrib 201006_at 0.024880095463182247 Attrib 201007_at -0.03572338276344118 Attrib 201008_s_at 0.05805290314852071 Attrib 201009_s_at -1.5254430593590682E-4 Attrib 201010_s_at 0.001992606702932645 Attrib 201011_at -0.03800459058685923 Attrib 201012_at -0.00314115513426198 Attrib 201013_s_at 0.0057505062601342916 Attrib 201014_s_at 0.02859815516668953 Attrib 201015_s_at 0.12988675738362632 Attrib 201016_at -0.05735516263822656 Attrib 201017_at -0.03646917472255587 Attrib 201018_at 0.004208795782860437 Attrib 201019_s_at 0.018142381076070642 Attrib 201020_at 0.03137903544276826 Attrib 201021_s_at 0.004929516298950468 Attrib 201022_s_at -0.022327838877109703 Attrib 201023_at -0.015202957563004285 Attrib 201024_x_at 0.02320170821677836 Attrib 201025_at 0.03742558004741202 Attrib 201026_at 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Attrib AFFX-TrpnX-M_at 0.0028699726659315943 Class ependymoma Input Node 0 Class glioblastoma Input Node 1 Class medulloblastoma Input Node 2 Class normal Input Node 3 Class pilocytic_astrocytoma Input Node 4 Time taken to build model: 2519.28 seconds Time taken to test model on training data: 4.02 seconds === Error on training data === Correctly Classified Instances 120 92.3077 % Incorrectly Classified Instances 10 7.6923 % Kappa statistic 0.8993 Mean absolute error 0.0535 Root mean squared error 0.1529 Relative absolute error 17.7009 % Root relative squared error 39.3613 % Total Number of Instances 130 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,978 0,000 1,000 0,978 0,989 0,983 0,997 0,996 ependymoma 0,794 0,010 0,964 0,794 0,871 0,838 0,955 0,931 glioblastoma 0,955 0,000 1,000 0,955 0,977 0,973 1,000 1,000 medulloblastoma 1,000 0,026 0,813 1,000 0,897 0,890 0,988 0,871 normal 0,933 0,052 0,700 0,933 0,800 0,780 0,973 0,789 pilocytic_astrocytoma Weighted Avg. 0,923 0,011 0,937 0,923 0,925 0,911 0,983 0,943 === Confusion Matrix === a b c d e <-- classified as 45 0 0 0 1 | a = ependymoma 0 27 0 2 5 | b = glioblastoma 0 1 21 0 0 | c = medulloblastoma 0 0 0 13 0 | d = normal 0 0 0 1 14 | e = pilocytic_astrocytoma Time taken to perform cross-validation: 4913.47 seconds === Stratified cross-validation === Correctly Classified Instances 106 81.5385 % Incorrectly Classified Instances 24 18.4615 % Kappa statistic 0.7509 Mean absolute error 0.1051 Root mean squared error 0.2308 Relative absolute error 34.705 % Root relative squared error 59.3799 % Total Number of Instances 130 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,957 0,012 0,978 0,957 0,967 0,949 0,984 0,980 ependymoma 0,882 0,198 0,612 0,882 0,723 0,621 0,877 0,757 glioblastoma 0,773 0,009 0,944 0,773 0,850 0,829 0,992 0,948 medulloblastoma 0,923 0,009 0,923 0,923 0,923 0,915 0,980 0,883 normal 0,200 0,017 0,600 0,200 0,300 0,303 0,900 0,512 pilocytic_astrocytoma Weighted Avg. 0,815 0,060 0,827 0,815 0,802 0,765 0,947 0,852 === Confusion Matrix === a b c d e <-- classified as 44 1 0 0 1 | a = ependymoma 1 30 1 1 1 | b = glioblastoma 0 5 17 0 0 | c = medulloblastoma 0 1 0 12 0 | d = normal 0 12 0 0 3 | e = pilocytic_astrocytoma