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 1.3768111246002221 Node 2 1.120829545872263 Node 3 0.22710043201826718 Node 4 -0.006438863521442153 Node 5 -3.2139213116386283 Node 6 1.3340893075971947 Node 7 1.7743675226487505 Node 8 -3.8222911361662857 Node 9 2.606776107402528 Node 10 1.1802026225575692 Node 11 -0.20830213578960588 Sigmoid Node 1 Inputs Weights Threshold -1.369009507456017 Node 2 -1.0984038098910704 Node 3 -0.252460203341359 Node 4 0.04320830823913063 Node 5 3.2154374832597012 Node 6 -1.3391789860996524 Node 7 -1.775074443494911 Node 8 3.8138416812354845 Node 9 -2.607601106589032 Node 10 -1.1707220054600391 Node 11 0.18832384689841497 Sigmoid Node 2 Inputs Weights Threshold -0.05831018450548594 Attrib 1007_s_at 0.009212146688701196 Attrib 1053_at -0.007455108991212541 Attrib 117_at -0.0323887090424741 Attrib 121_at 0.01773735965448736 Attrib 1255_g_at 0.020311603555313387 Attrib 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1552319_a_at 0.028767894964911826 Attrib 1552320_a_at 0.009173347165486853 Attrib 1552321_a_at -0.04758090758989976 Attrib 1552322_at 0.032303266737789015 Attrib 1552323_s_at 0.0466487993273421 Attrib 1552325_at -0.02355206684660022 Attrib 1552326_a_at -0.024576959368143903 Attrib 1552327_at -0.032926614097215624 Attrib 1552329_at 0.026794051208743428 Attrib 1552330_at 0.03737942753011932 Attrib 1552332_at -0.01651866476723753 Attrib 1552334_at -0.032354552628307956 Attrib 1552335_at 0.03609034034594745 Attrib 1552337_s_at -0.013041799443002473 Attrib 1552338_at -0.02841472534839042 Attrib 1552340_at -0.024137705113389467 Attrib 1552343_s_at -0.03662063878966699 Attrib 1552344_s_at 0.01969391037159445 Attrib 1552347_at 0.027100769256305515 Attrib 1552348_at 0.01732212978735376 Attrib 1552349_a_at 0.013012267162464218 Attrib 1552354_at -0.0073977214584442195 Attrib 1552355_s_at 0.023621594656317472 Attrib 1552359_at 0.01312729239415769 Attrib 1552360_a_at 0.024495822598988443 Attrib 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Attrib 200663_at -0.047774933774674455 Attrib 200664_s_at -0.023967096963159205 Attrib 200665_s_at 0.0035829096158534928 Attrib 200666_s_at -0.04959407927570533 Attrib 200667_at 0.007927678941246265 Attrib 200668_s_at -0.018528962075139294 Attrib 200669_s_at 0.0424679669002158 Attrib 200670_at -0.026964276658141814 Attrib 200671_s_at -0.03351138723649221 Attrib 200672_x_at -0.048929405852506845 Attrib 200673_at -0.04555182822721962 Attrib 200674_s_at -0.03602576668297812 Attrib 200675_at -0.05170058857305624 Attrib 200676_s_at 0.05376966767719738 Attrib 200677_at 0.040447694441915275 Attrib 200678_x_at 0.039594117901865324 Attrib 200679_x_at 0.010844378533043706 Attrib 200680_x_at -0.028857575999752638 Attrib 200681_at -0.006970057567398734 Attrib 200682_s_at 0.02619306394916046 Attrib 200683_s_at -0.008653639424796227 Attrib 200684_s_at 0.020965497956096577 Attrib 200685_at 0.021830949810867663 Attrib 200686_s_at -0.002353282442520427 Attrib 200687_s_at -0.036589783131791544 Attrib 200688_at -0.04877726738034486 Attrib 200689_x_at 0.010597347357126936 Attrib 200690_at -0.039282338226089016 Attrib 200691_s_at 0.004751215228739741 Attrib 200692_s_at 0.04154628882670684 Attrib 200693_at -0.002627493832678796 Attrib 200694_s_at -0.014829695217329549 Attrib 200695_at 0.0057646098070706095 Attrib 200696_s_at -0.027133072409348306 Attrib 200697_at 0.034542473937617425 Attrib 200698_at -0.005162065977305763 Attrib 200699_at 0.02546559256926131 Attrib 200700_s_at -0.04268920094995006 Attrib 200701_at 0.02479747750375553 Attrib 200702_s_at -0.0206391409606236 Attrib 200703_at 0.03290491254978339 Attrib 200704_at -0.016166090399075673 Attrib 200705_s_at 0.0024194935305572466 Attrib 200706_s_at 0.009630985372026798 Attrib 200707_at -0.05158285253544451 Attrib 200708_at 0.03478238224066634 Attrib 200709_at -0.007785714509894675 Attrib 200710_at 0.007116244794143982 Attrib 200711_s_at -0.038226630786650145 Attrib 200712_s_at 0.006095798892922479 Attrib 200713_s_at 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Attrib 200814_at 0.0292079400814372 Attrib 200815_s_at 0.028209778335759536 Attrib 200816_s_at -0.04691040688627385 Attrib 200817_x_at -0.03982321498055376 Attrib 200818_at -0.014090403989648028 Attrib 200819_s_at -0.03992484507305709 Attrib 200820_at -0.008891107523296969 Attrib 200821_at 0.013975688830706464 Attrib 200822_x_at -0.0017944196310552768 Attrib 200823_x_at 0.003115478330677823 Attrib 200824_at -0.042332441594799694 Attrib 200825_s_at 0.007671023191327577 Attrib 200826_at 0.04610804955296188 Attrib 200827_at 0.039557197904068704 Attrib 200828_s_at 0.025908358424390425 Attrib 200829_x_at 0.04472846742328138 Attrib 200830_at 0.021155890604433656 Attrib 200831_s_at 0.03848494022647008 Attrib 200832_s_at 0.0024945485762019096 Attrib 200833_s_at -0.042630848961411553 Attrib 200834_s_at 0.022731198953616662 Attrib 200835_s_at 0.021756799272572333 Attrib 200836_s_at -0.049229880526269115 Attrib 200837_at -0.03833148837890141 Attrib 200838_at 0.0044800411687613015 Attrib 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0.001026913170644502 Attrib 200661_at -0.042129304244973964 Attrib 200662_s_at 0.03658909590769271 Attrib 200663_at 0.019548333227148544 Attrib 200664_s_at 0.04583461800290299 Attrib 200665_s_at 0.004981896555496189 Attrib 200666_s_at -0.03077319955735785 Attrib 200667_at -0.007295002382683128 Attrib 200668_s_at 0.007723115995958329 Attrib 200669_s_at -0.030159672225955454 Attrib 200670_at 0.03347997078759122 Attrib 200671_s_at 0.04589342856150434 Attrib 200672_x_at 0.04695167294554953 Attrib 200673_at -0.02875725493136811 Attrib 200674_s_at -0.008528110596313965 Attrib 200675_at -0.013248847198583828 Attrib 200676_s_at -0.021354748637830316 Attrib 200677_at -0.0414239340472383 Attrib 200678_x_at 0.0077917515397120714 Attrib 200679_x_at -0.031082206984011908 Attrib 200680_x_at -0.005069426146158206 Attrib 200681_at 0.010929610599405922 Attrib 200682_s_at -0.0185438460977972 Attrib 200683_s_at 0.026107119787792496 Attrib 200684_s_at -0.03641955241617061 Attrib 200685_at 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0.020639563863112807 Attrib 200811_at -0.04143105008215356 Attrib 200812_at -0.011607034717635259 Attrib 200813_s_at 0.037509169354772574 Attrib 200814_at 0.0025807619283578233 Attrib 200815_s_at -0.029307361007340008 Attrib 200816_s_at -0.020247075069261537 Attrib 200817_x_at 0.052246127153370306 Attrib 200818_at 0.013767894663583968 Attrib 200819_s_at 0.03325946878102412 Attrib 200820_at -0.02451519126547114 Attrib 200821_at 0.036486052291298594 Attrib 200822_x_at 0.014278946716513545 Attrib 200823_x_at 0.008713011739719006 Attrib 200824_at 0.031736730090476756 Attrib 200825_s_at -0.01946334736900758 Attrib 200826_at -0.04162975169184042 Attrib 200827_at -0.037448167002937294 Attrib 200828_s_at 0.024123840224961023 Attrib 200829_x_at 0.037445782927253944 Attrib 200830_at -0.023318543129848174 Attrib 200831_s_at 0.03999043317109552 Attrib 200832_s_at -0.04150164104182099 Attrib 200833_s_at -0.0504621386404659 Attrib 200834_s_at 0.04890400279003829 Attrib 200835_s_at 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Attrib 200886_s_at -0.05247161061319007 Attrib 200887_s_at -0.021416202820256067 Attrib 200888_s_at -0.027805260994971392 Attrib 200889_s_at 0.014343215348600686 Attrib 200890_s_at 0.001632837969991256 Attrib 200891_s_at 0.0036060801814854445 Attrib 200892_s_at 0.03316801942592385 Attrib 200893_at 0.03656942748610465 Attrib 200894_s_at -0.022520121063735625 Attrib 200895_s_at -0.03037563442047252 Attrib 200896_x_at 0.02310507698326212 Attrib 200897_s_at -0.03390704024336119 Attrib 200898_s_at 0.04517976475835017 Attrib 200899_s_at 0.024429170173561922 Attrib 200900_s_at 0.021948671080708387 Attrib 200901_s_at 0.04961729469336242 Attrib 200902_at 0.011371399067439081 Attrib 200903_s_at -3.6426040755125586E-4 Attrib 200904_at 0.01445431611941687 Attrib 200905_x_at 0.021790117048278435 Attrib 200906_s_at 0.04225133302145483 Attrib 200907_s_at 0.030261426966021455 Attrib 200908_s_at 0.022371155694746923 Attrib 200909_s_at -0.008533118219078433 Attrib 200910_at 0.03327549389285528 Attrib 200911_s_at -0.035115270948871256 Attrib 200912_s_at 0.014389753279206791 Attrib 200913_at 0.020456082703870348 Attrib 200914_x_at -0.031474537767516 Attrib 200915_x_at -0.0036010564435653082 Attrib 200916_at -0.021251016444366447 Attrib 200917_s_at -0.01716002075006289 Attrib 200918_s_at 0.02537377365899292 Attrib 200919_at 0.04965873370723654 Attrib 200920_s_at 0.04527300140768254 Attrib 200921_s_at -0.03202909747305931 Attrib 200922_at 0.021290322341081594 Attrib 200923_at 0.004791292126512118 Attrib 200924_s_at -0.02884120098095595 Attrib 200925_at 0.04209571465975748 Attrib 200926_at -0.0013756390510937843 Attrib 200927_s_at 0.05222964847505355 Attrib 200928_s_at -0.0014822599885783167 Attrib 200929_at -0.05906121655854476 Attrib 200930_s_at -0.02432830716540074 Attrib 200931_s_at 0.015055331618469258 Attrib 200932_s_at -0.026079101008213857 Attrib 200933_x_at -0.027947034103749643 Attrib 200934_at -0.04455323003259983 Attrib 200935_at 0.03673719402515276 Attrib 200936_at 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Attrib 200643_at -0.03937722397856532 Attrib 200644_at -0.028566546363763358 Attrib 200645_at -0.01687393969359746 Attrib 200646_s_at -0.026487683484276315 Attrib 200647_x_at 0.00415442547059684 Attrib 200648_s_at -0.004480198360741971 Attrib 200649_at 0.0019508968573154694 Attrib 200650_s_at 0.007207469167366387 Attrib 200651_at 0.03273699763444214 Attrib 200652_at 0.02438560743144273 Attrib 200653_s_at 0.0020379726636397884 Attrib 200654_at -0.039864045744518906 Attrib 200655_s_at 0.021543600971734675 Attrib 200656_s_at 0.02861150530978946 Attrib 200657_at 0.028949140889395503 Attrib 200658_s_at -0.044648173925296054 Attrib 200659_s_at 0.009696951474549367 Attrib 200660_at -0.02327431680484787 Attrib 200661_at -0.017204771673679183 Attrib 200662_s_at -0.009203714501720013 Attrib 200663_at 0.00425957065226666 Attrib 200664_s_at -0.01189471528287198 Attrib 200665_s_at 0.03726925295430887 Attrib 200666_s_at -0.03219454625879581 Attrib 200667_at 0.03243729104889268 Attrib 200668_s_at 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0.039952237173845634 Attrib 200694_s_at -0.04116627720123183 Attrib 200695_at 0.018086246139630644 Attrib 200696_s_at -0.019710962456794285 Attrib 200697_at 0.04049658824429215 Attrib 200698_at 0.009645153231377464 Attrib 200699_at -0.022473199442508127 Attrib 200700_s_at 0.02819049170377752 Attrib 200701_at 0.040753389170050794 Attrib 200702_s_at 0.013248217400348785 Attrib 200703_at 0.015770069852117482 Attrib 200704_at -0.05210247448627167 Attrib 200705_s_at -0.03617887160894267 Attrib 200706_s_at -0.04865985969173756 Attrib 200707_at -0.02033061927637855 Attrib 200708_at 0.013498857203550652 Attrib 200709_at 0.05252486232419522 Attrib 200710_at 0.008590559788283783 Attrib 200711_s_at 0.02105351900746666 Attrib 200712_s_at -0.0035442556687343275 Attrib 200713_s_at 0.009992988529461825 Attrib 200714_x_at -0.014732423620840424 Attrib 200715_x_at 0.03949832052250097 Attrib 200716_x_at 0.047438092746682634 Attrib 200717_x_at 0.018023731100140106 Attrib 200718_s_at 0.022130963132686022 Attrib 200719_at -0.010802015851252402 Attrib 200720_s_at 0.03270990672127597 Attrib 200721_s_at -0.03991929507749897 Attrib 200722_s_at -0.030790155051388227 Attrib 200723_s_at 0.029003236183066664 Attrib 200724_at 0.022509385912391294 Attrib 200725_x_at -0.034155853070378675 Attrib 200726_at 0.03135036450312446 Attrib 200727_s_at 0.029163188885440502 Attrib 200728_at -0.03258045808089777 Attrib 200729_s_at 0.01524399000505421 Attrib 200730_s_at -0.015979099922649058 Attrib 200731_s_at -0.02297294140581521 Attrib 200732_s_at -0.04281861902752119 Attrib 200733_s_at -8.862065582462216E-5 Attrib 200734_s_at 0.002559229478773653 Attrib 200735_x_at 0.041004954632191226 Attrib 200736_s_at 0.04683908300616912 Attrib 200737_at -0.02945219580760566 Attrib 200738_s_at 0.01858666501141922 Attrib 200739_s_at 0.00852446655683513 Attrib 200740_s_at 0.030455687815495083 Attrib 200741_s_at 0.046938043890697105 Attrib 200742_s_at -0.019009315959931595 Attrib 200743_s_at 0.0519399607852589 Attrib 200744_s_at 0.0026172315346453924 Attrib 200745_s_at 0.044361303592288626 Attrib 200746_s_at -0.023848693507663207 Attrib 200747_s_at -0.042286656319069596 Attrib 200748_s_at -0.0012804929362600689 Attrib 200749_at 0.041807898466713934 Attrib 200750_s_at 0.018814634368761463 Attrib 200751_s_at 0.01818984706720577 Attrib 200752_s_at -0.04278737940342625 Attrib 200753_x_at -0.043746497395198 Attrib 200754_x_at -0.041456290726064465 Attrib 200755_s_at 0.04109171842818275 Attrib 200756_x_at -0.033925866786004455 Attrib 200757_s_at 0.015004449429684283 Attrib 200758_s_at 0.005615859062674302 Attrib 200759_x_at -0.021844089596900734 Attrib 200760_s_at 0.014698722027002948 Attrib 200761_s_at 0.006467973017635153 Attrib 200762_at -0.0070574824298410095 Attrib 200763_s_at 0.024365493051059957 Attrib 200764_s_at -0.008466708761803613 Attrib 200765_x_at -0.03441057647377131 Attrib 200766_at -0.04308116291794352 Attrib 200767_s_at -0.02584203877859114 Attrib 200768_s_at 0.021789033160144636 Attrib 200769_s_at 0.0014745988454548287 Attrib 200770_s_at 0.029793941624015476 Attrib 200771_at 0.006462483578496423 Attrib 200772_x_at 0.007032330076024561 Attrib 200773_x_at -0.012915504907198058 Attrib 200774_at -0.031061595453257325 Attrib 200775_s_at 0.025529228567077067 Attrib 200776_s_at -0.005062777343263265 Attrib 200777_s_at 0.003065001336737817 Attrib 200778_s_at -0.02630347511155588 Attrib 200779_at -0.012244937937909239 Attrib 200780_x_at 0.011041702090939503 Attrib 200781_s_at 0.030282616166235184 Attrib 200782_at 0.034678543057016044 Attrib 200783_s_at -0.021786806327130766 Attrib 200784_s_at 0.04702143011673976 Attrib 200785_s_at 0.031112185520555266 Attrib 200786_at -5.129028096599033E-5 Attrib 200787_s_at 0.041570301514601955 Attrib 200788_s_at -0.027414116932398487 Attrib 200789_at 0.0037108979781254278 Attrib 200790_at 0.038541359490270606 Attrib 200791_s_at -0.04579646621200396 Attrib 200792_at -0.0010302391253593378 Attrib 200793_s_at -0.040555696719500295 Attrib 200794_x_at -0.019730052571811537 Attrib 200795_at -0.016676689584481368 Attrib 200796_s_at 0.04277211497397825 Attrib 200797_s_at 0.0076525398654669 Attrib 200798_x_at 0.030547771592844882 Attrib 200799_at 0.04035599256212756 Attrib 200800_s_at -0.017589681957143635 Attrib 200801_x_at 0.018985026914925013 Attrib 200802_at 0.007147410139969843 Attrib 200803_s_at -0.0208558656401974 Attrib 200804_at 0.010696756376813707 Attrib 200805_at -0.03202357148621271 Attrib 200806_s_at -0.009357429724241424 Attrib 200807_s_at 0.02426151637546951 Attrib 200808_s_at 0.051934192726050564 Attrib 200809_x_at 0.01660939839026787 Attrib 200810_s_at -0.04342557320071704 Attrib 200811_at 0.04370172841754573 Attrib 200812_at -0.037915922473746366 Attrib 200813_s_at -0.051531540201256804 Attrib 200814_at -0.01454611316773767 Attrib 200815_s_at 7.28228587743361E-4 Attrib 200816_s_at -0.028350264083695523 Attrib 200817_x_at -0.023103120921076574 Attrib 200818_at 0.005143218526449009 Attrib 200819_s_at 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Attrib 200970_s_at -0.015797205211263984 Attrib 200971_s_at -0.04992408802009357 Attrib 200972_at -0.014161356854071095 Attrib 200973_s_at -0.04489690198168827 Attrib 200974_at -0.012569728340699277 Attrib 200975_at 0.041897251985794845 Attrib 200976_s_at 0.012716266095072185 Attrib 200977_s_at -0.030579748574906345 Attrib 200978_at -0.02895476271638394 Attrib 200979_at -0.0075273979112560644 Attrib 200980_s_at -0.03258967341194837 Attrib 200981_x_at -0.04187455935238209 Attrib 200982_s_at 0.046854408069939346 Attrib 200983_x_at -0.038071937049663794 Attrib 200984_s_at 0.022234523368829254 Attrib 200985_s_at -0.0022469007426132374 Attrib 200986_at -0.030455636538242417 Attrib 200987_x_at -0.003305395622615756 Attrib 200988_s_at -0.00694232929887728 Attrib 200989_at 0.04131284728349897 Attrib 200990_at -0.04417717427754625 Attrib 200991_s_at 0.047271675854641856 Attrib 200992_at 0.03081305702086866 Attrib 200993_at 0.04874327799022648 Attrib 200994_at 0.017164803106367085 Attrib 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200756_x_at 0.0364413825197952 Attrib 200757_s_at 0.01658847668839667 Attrib 200758_s_at -0.004118636075001088 Attrib 200759_x_at 0.055306908111674456 Attrib 200760_s_at 0.038601104999568286 Attrib 200761_s_at 0.02576996525453205 Attrib 200762_at -0.04013815986982277 Attrib 200763_s_at 0.011883941853354079 Attrib 200764_s_at 0.03594403640446066 Attrib 200765_x_at -0.007787509120162513 Attrib 200766_at 0.060270313221226966 Attrib 200767_s_at -0.037299264798901714 Attrib 200768_s_at 0.03585450134860947 Attrib 200769_s_at -0.045250195848628605 Attrib 200770_s_at 0.014003597187380692 Attrib 200771_at 6.366787037028715E-4 Attrib 200772_x_at 0.031936438646986025 Attrib 200773_x_at 0.04324516904598882 Attrib 200774_at 0.03656969619184533 Attrib 200775_s_at 0.04265926486060775 Attrib 200776_s_at -0.025614254217420945 Attrib 200777_s_at 0.045965483255940374 Attrib 200778_s_at -0.01638858236591387 Attrib 200779_at -0.0340787059289667 Attrib 200780_x_at 0.042143637664785835 Attrib 200781_s_at 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Attrib 200807_s_at -0.015151482856231925 Attrib 200808_s_at 0.028196213745747795 Attrib 200809_x_at -0.017225473432371553 Attrib 200810_s_at 0.03987821121327121 Attrib 200811_at -0.021599084318202556 Attrib 200812_at -0.02877071407685919 Attrib 200813_s_at 0.006480734340146918 Attrib 200814_at 0.03198665410912048 Attrib 200815_s_at 0.00836464758144988 Attrib 200816_s_at 0.028637632231214457 Attrib 200817_x_at -0.0370193870731891 Attrib 200818_at -0.05523357625842986 Attrib 200819_s_at 0.04020859958500318 Attrib 200820_at -0.01420281539799221 Attrib 200821_at -0.01129088150919483 Attrib 200822_x_at 0.016435170815703216 Attrib 200823_x_at 0.01860590430054685 Attrib 200824_at 0.043305480757780165 Attrib 200825_s_at -0.0033796437440521262 Attrib 200826_at 0.04989505044493698 Attrib 200827_at 0.012913212524356732 Attrib 200828_s_at 0.020727716328187692 Attrib 200829_x_at -0.03389322073691905 Attrib 200830_at -0.04489425787910336 Attrib 200831_s_at 0.05066433809931366 Attrib 200832_s_at 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Attrib 200823_x_at -0.028792589267899082 Attrib 200824_at 0.04748171260608555 Attrib 200825_s_at 0.03721007152013489 Attrib 200826_at -0.026133376164874062 Attrib 200827_at 0.03632781120168856 Attrib 200828_s_at 0.03425885039048798 Attrib 200829_x_at 0.03244559626643109 Attrib 200830_at 0.009082759842105345 Attrib 200831_s_at -0.005612812294621285 Attrib 200832_s_at -0.032946595994893545 Attrib 200833_s_at -0.04303723723052032 Attrib 200834_s_at 0.02686743640753748 Attrib 200835_s_at 0.011965139307370833 Attrib 200836_s_at 0.00431824856732006 Attrib 200837_at 0.047973193165161604 Attrib 200838_at 5.375455521724695E-4 Attrib 200839_s_at 0.005790040428012782 Attrib 200840_at -0.018411346433601507 Attrib 200841_s_at -0.0392593116551428 Attrib 200842_s_at -0.01833048714987559 Attrib 200843_s_at -4.832096052840687E-4 Attrib 200844_s_at 0.016122976451683157 Attrib 200845_s_at -0.03490420905624285 Attrib 200846_s_at -0.02423630131290695 Attrib 200847_s_at 7.605250864630305E-5 Attrib 200848_at 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Attrib 200974_at -0.04119438181896268 Attrib 200975_at 0.023632465555038392 Attrib 200976_s_at -0.04088517106082414 Attrib 200977_s_at -0.02023142595073828 Attrib 200978_at -0.0064078546537348225 Attrib 200979_at -0.032711693498837575 Attrib 200980_s_at 0.03686830186222897 Attrib 200981_x_at -0.014530262926818542 Attrib 200982_s_at -0.0314316377941783 Attrib 200983_x_at -0.020310000145604457 Attrib 200984_s_at -0.028276215880454723 Attrib 200985_s_at -0.01344882297838659 Attrib 200986_at 0.037031105248755816 Attrib 200987_x_at 0.02373088655499512 Attrib 200988_s_at -0.003548494400782562 Attrib 200989_at 0.05399599024826559 Attrib 200990_at 0.0224423864170544 Attrib 200991_s_at -0.03315606132764812 Attrib 200992_at 0.023564377132983927 Attrib 200993_at 0.008095206326290114 Attrib 200994_at -0.015688695564570494 Attrib 200995_at 0.04301877327484611 Attrib 200996_at 0.009524713622177754 Attrib 200997_at -0.03358846453876422 Attrib 200998_s_at 0.03857642650539516 Attrib 200999_s_at 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Attrib 201025_at -0.023386680280829318 Attrib 201026_at 0.015445631006280306 Attrib 201027_s_at 0.05629000785258847 Attrib 201028_s_at 0.043758611102924096 Attrib 201029_s_at -0.04344974516020345 Attrib 201030_x_at 0.02945696484033493 Attrib 201031_s_at -0.023714401597368828 Attrib 201032_at -0.01790289792009956 Attrib 201033_x_at 9.509950004558339E-4 Attrib 201034_at -0.006426141979498762 Attrib 201035_s_at -0.010601379492086095 Attrib 201036_s_at 0.028319349767537146 Attrib 201037_at -0.04212815095942752 Attrib 201038_s_at 0.048717964400941505 Attrib 201039_s_at 0.012735422743660643 Attrib 201040_at -0.028478165118977647 Attrib 201041_s_at -0.04343194879610885 Attrib 201042_at -0.013283300658068046 Attrib 201043_s_at -0.03928792444778139 Attrib 201044_x_at -0.016312152560861517 Attrib 201045_s_at 0.0016825234613834473 Attrib 201046_s_at 0.018791772892838055 Attrib 201047_x_at -0.015516056176062465 Attrib 201048_x_at 0.04315113736242291 Attrib 201049_s_at 0.02132676574734755 Attrib 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Attrib 200732_s_at 0.0015063229092329674 Attrib 200733_s_at 0.004758225115101574 Attrib 200734_s_at 8.311106005748589E-4 Attrib 200735_x_at -0.05405714214841709 Attrib 200736_s_at -0.02300741430747412 Attrib 200737_at -0.031587246978533046 Attrib 200738_s_at 0.04224332896745006 Attrib 200739_s_at 0.04064128392317601 Attrib 200740_s_at -0.01643611359733274 Attrib 200741_s_at 0.005433656163331537 Attrib 200742_s_at 0.029829510569214054 Attrib 200743_s_at -0.03616691332974498 Attrib 200744_s_at 0.041434007267117226 Attrib 200745_s_at -0.011227736858936773 Attrib 200746_s_at 0.007526083346504549 Attrib 200747_s_at 0.023093372182349022 Attrib 200748_s_at -0.04541893285237703 Attrib 200749_at -0.05282298727355286 Attrib 200750_s_at -0.0070705891269307545 Attrib 200751_s_at 0.04457353350996179 Attrib 200752_s_at -0.020042364522976013 Attrib 200753_x_at -0.03420418388224866 Attrib 200754_x_at -0.004575984654220652 Attrib 200755_s_at 0.006874507287985861 Attrib 200756_x_at -0.03580123756633893 Attrib 200757_s_at -0.021843959294990313 Attrib 200758_s_at 0.025940023918484652 Attrib 200759_x_at -0.024270754341814398 Attrib 200760_s_at -0.015532374079303399 Attrib 200761_s_at 0.02910422721766653 Attrib 200762_at -0.04720993512531866 Attrib 200763_s_at -0.054796367467300884 Attrib 200764_s_at 0.018660165200680208 Attrib 200765_x_at 0.022875585734690985 Attrib 200766_at -0.03959490552022776 Attrib 200767_s_at -0.024719799943727593 Attrib 200768_s_at 0.012441392535432406 Attrib 200769_s_at 0.005823474440008453 Attrib 200770_s_at -0.04064367687910173 Attrib 200771_at 0.01821223233749786 Attrib 200772_x_at 0.008412518098038538 Attrib 200773_x_at 0.04752457489669324 Attrib 200774_at 0.024096032124956143 Attrib 200775_s_at 0.023169053834799384 Attrib 200776_s_at 8.488109837198696E-5 Attrib 200777_s_at -0.054573700133133035 Attrib 200778_s_at 0.012071665720987324 Attrib 200779_at 0.004995792411860388 Attrib 200780_x_at -0.010296181958850226 Attrib 200781_s_at 0.00965236617658913 Attrib 200782_at 0.0028237788414339797 Attrib 200783_s_at -0.0029127007300921138 Attrib 200784_s_at -0.020340186304856636 Attrib 200785_s_at -0.028019091138683932 Attrib 200786_at -0.030862056409600984 Attrib 200787_s_at -0.029025102200999117 Attrib 200788_s_at -0.03667447215547726 Attrib 200789_at 0.019412131011057883 Attrib 200790_at 0.0073301935464570225 Attrib 200791_s_at 0.030189670567398002 Attrib 200792_at -0.05197296700004856 Attrib 200793_s_at -0.02088770440490499 Attrib 200794_x_at 0.05253784626910363 Attrib 200795_at 0.0138190595276123 Attrib 200796_s_at 0.02467690257493939 Attrib 200797_s_at 0.01790360659883767 Attrib 200798_x_at 0.011742468473741061 Attrib 200799_at 0.01914929818499961 Attrib 200800_s_at -0.027805195094955215 Attrib 200801_x_at -0.014228966888221178 Attrib 200802_at 0.04446749512752401 Attrib 200803_s_at 0.026037872424600934 Attrib 200804_at 0.004271626651986269 Attrib 200805_at -0.02811385190393793 Attrib 200806_s_at 0.001238206370653612 Attrib 200807_s_at 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Attrib 201008_s_at -0.03488612648971008 Attrib 201009_s_at -0.018479135154460962 Attrib 201010_s_at -0.047320511848969786 Attrib 201011_at -0.03868308244486168 Attrib 201012_at 0.0011495657249324157 Attrib 201013_s_at 0.008029851532865622 Attrib 201014_s_at -0.02473600402281995 Attrib 201015_s_at 0.020926566479086153 Attrib 201016_at -0.03286243936178378 Attrib 201017_at 0.014956709107624809 Attrib 201018_at 0.01403833939167764 Attrib 201019_s_at -0.04526141500563466 Attrib 201020_at 0.015211949223197898 Attrib 201021_s_at -0.04840836472370013 Attrib 201022_s_at -0.0021283315048261173 Attrib 201023_at -0.028184475405493455 Attrib 201024_x_at -0.029231799465560083 Attrib 201025_at -0.04587680390919228 Attrib 201026_at 0.04302403232767384 Attrib 201027_s_at 0.0021914085611456817 Attrib 201028_s_at 0.006989491566391759 Attrib 201029_s_at 0.015073427843048307 Attrib 201030_x_at -0.008920289015846922 Attrib 201031_s_at 0.002704090345847132 Attrib 201032_at 0.03525379087795608 Attrib 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Attrib 200877_at -0.03605153931397683 Attrib 200878_at -0.012028394086896002 Attrib 200879_s_at 0.04877873013810493 Attrib 200880_at -0.04867132332975948 Attrib 200881_s_at -0.013377494800829014 Attrib 200882_s_at 0.033831281459506764 Attrib 200883_at 0.04397461897271234 Attrib 200884_at 0.017067786164222103 Attrib 200885_at 0.03938884216968691 Attrib 200886_s_at -0.014712457865286096 Attrib 200887_s_at 0.014000646416361014 Attrib 200888_s_at 0.05340087822452871 Attrib 200889_s_at 0.05034846311551739 Attrib 200890_s_at 0.046522184020681354 Attrib 200891_s_at 0.024809526509934437 Attrib 200892_s_at -0.05924300610241871 Attrib 200893_at -0.03967359856845852 Attrib 200894_s_at 0.05470343001364103 Attrib 200895_s_at -0.02125023349940253 Attrib 200896_x_at -0.02781867732052122 Attrib 200897_s_at -0.03164534504868976 Attrib 200898_s_at 0.00786607020311867 Attrib 200899_s_at 0.026358175652393786 Attrib 200900_s_at 0.015594191188699874 Attrib 200901_s_at -0.010590324392881309 Attrib 200902_at 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Attrib 200926_at -0.024184632474795312 Attrib 200927_s_at -0.026012638923968934 Attrib 200928_s_at -0.01838963158460936 Attrib 200929_at -0.010324961411333199 Attrib 200930_s_at -0.006793112838092005 Attrib 200931_s_at 0.031603509068325805 Attrib 200932_s_at 0.033086743143129135 Attrib 200933_x_at -0.044274667033929745 Attrib 200934_at 0.015574024588018971 Attrib 200935_at 0.019082931927745635 Attrib 200936_at 0.014722584133950053 Attrib 200937_s_at -0.02907588213198387 Attrib 200938_s_at 0.005502683359388691 Attrib 200939_s_at 0.03169099939855169 Attrib 200940_s_at -0.010183611770012422 Attrib 200941_at 0.03664326902001563 Attrib 200942_s_at -0.03889623179518582 Attrib 200943_at -0.014202512749485042 Attrib 200944_s_at 0.01601781190000261 Attrib 200945_s_at 0.0135663526821549 Attrib 200946_x_at -0.04516404495010833 Attrib 200947_s_at -0.013230941299067569 Attrib 200948_at -0.046633185723043154 Attrib 200949_x_at 0.02474513715404807 Attrib 200950_at -0.04322879748823389 Attrib 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AFFX-r2-Ec-bioD-5_at 0.05026045580575771 Attrib AFFX-r2-P1-cre-3_at 0.006398776222003095 Attrib AFFX-r2-P1-cre-5_at -0.010329627796547837 Attrib AFFX-ThrX-3_at -0.007667811445739454 Attrib AFFX-ThrX-5_at -0.044326903146362874 Attrib AFFX-ThrX-M_at -0.021195199297897652 Attrib AFFX-TrpnX-3_at 0.027585958914168447 Attrib AFFX-TrpnX-5_at -8.329466866491523E-4 Attrib AFFX-TrpnX-M_at 0.0023004115041673 Class normal Input Node 0 Class tumoral Input Node 1 Time taken to build model: 462.96 seconds Time taken to test model on training data: 0.74 seconds === Error on training data === Correctly Classified Instances 22 91.6667 % Incorrectly Classified Instances 2 8.3333 % Kappa statistic 0.8333 Mean absolute error 0.121 Root mean squared error 0.2263 Relative absolute error 24.2035 % Root relative squared error 45.2662 % Total Number of Instances 24 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,917 0,083 0,917 0,917 0,917 0,833 0,979 0,981 normal 0,917 0,083 0,917 0,917 0,917 0,833 0,979 0,981 tumoral Weighted Avg. 0,917 0,083 0,917 0,917 0,917 0,833 0,979 0,981 === Confusion Matrix === a b <-- classified as 11 1 | a = normal 1 11 | b = tumoral Time taken to perform cross-validation: 1148.22 seconds === Stratified cross-validation === Correctly Classified Instances 16 66.6667 % Incorrectly Classified Instances 8 33.3333 % Kappa statistic 0.3333 Mean absolute error 0.3377 Root mean squared error 0.5648 Relative absolute error 67.5366 % Root relative squared error 112.9618 % Total Number of Instances 24 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,667 0,333 0,667 0,667 0,667 0,333 0,715 0,730 normal 0,667 0,333 0,667 0,667 0,667 0,333 0,715 0,739 tumoral Weighted Avg. 0,667 0,333 0,667 0,667 0,667 0,333 0,715 0,734 === Confusion Matrix === a b <-- classified as 8 4 | a = normal 4 8 | b = tumoral