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 -0.1708592608197782 Node 2 4.907675742640724 Node 3 1.7527431603830634 Node 4 0.07610607269759431 Node 5 -5.926800257233023 Node 6 1.321012048746974 Node 7 7.289051003656269 Node 8 -1.0843959381037893 Node 9 -1.293124282681163 Node 10 0.5888249763565161 Node 11 1.0577214665306978 Sigmoid Node 1 Inputs Weights Threshold 0.1888727804068075 Node 2 -4.905461196538247 Node 3 -1.760556135713444 Node 4 -0.0657857686051713 Node 5 5.9185813329742825 Node 6 -1.331148769801407 Node 7 -7.289546596585731 Node 8 1.0894569340967075 Node 9 1.3044032757321884 Node 10 -0.5979400478846152 Node 11 -1.0685376250164411 Sigmoid Node 2 Inputs Weights Threshold -0.0071129942819681494 Attrib 1007_s_at 0.012650850118351072 Attrib 1053_at 0.018941856132832516 Attrib 117_at 0.024831893663744112 Attrib 121_at -0.011528319173513591 Attrib 1255_g_at 0.013919211665709075 Attrib 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Attrib 200646_s_at 0.01841736699364787 Attrib 200647_x_at 0.0019426339663934956 Attrib 200648_s_at -0.013947095639131523 Attrib 200649_at -0.008293473372001743 Attrib 200650_s_at -7.887741842615381E-4 Attrib 200651_at 0.04155265748683425 Attrib 200652_at 0.036084310381986034 Attrib 200653_s_at 0.023043727739073643 Attrib 200654_at 0.05049373320835118 Attrib 200655_s_at 0.027124174536662268 Attrib 200656_s_at 0.016970233632205643 Attrib 200657_at -0.03391727309501159 Attrib 200658_s_at -0.0026288903029566134 Attrib 200659_s_at -0.03679544001981547 Attrib 200660_at -0.02313819477711598 Attrib 200661_at -0.03677083745228677 Attrib 200662_s_at -0.033530266081956965 Attrib 200663_at 8.494392793665101E-4 Attrib 200664_s_at 0.01617396328791834 Attrib 200665_s_at 0.018055673686143834 Attrib 200666_s_at -0.002144820264799022 Attrib 200667_at 0.02896498046643582 Attrib 200668_s_at 0.008144757319199931 Attrib 200669_s_at -0.020652009378198114 Attrib 200670_at 0.0036167764624995893 Attrib 200671_s_at 0.022308534375615963 Attrib 200672_x_at -0.055496983300172706 Attrib 200673_at 0.013431974429646169 Attrib 200674_s_at 0.04496134303293327 Attrib 200675_at -0.0213554435969409 Attrib 200676_s_at -0.028946615755504026 Attrib 200677_at 0.01438269302164364 Attrib 200678_x_at 0.04078637815497249 Attrib 200679_x_at 0.04205437577446947 Attrib 200680_x_at -0.011271534094445854 Attrib 200681_at 0.008373323079765429 Attrib 200682_s_at 0.0018640153639659833 Attrib 200683_s_at 0.004705062228534998 Attrib 200684_s_at -0.04968717763383911 Attrib 200685_at -0.01689307709516023 Attrib 200686_s_at -0.03509464671181971 Attrib 200687_s_at -0.013193159885799033 Attrib 200688_at 0.028942082857021996 Attrib 200689_x_at 0.01350682296381144 Attrib 200690_at 0.034480949521796096 Attrib 200691_s_at -0.036122123762685455 Attrib 200692_s_at -0.0029897569521951284 Attrib 200693_at 0.03856002524273199 Attrib 200694_s_at -0.02478469406984737 Attrib 200695_at 0.03290161335369963 Attrib 200696_s_at 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Attrib 200722_s_at -0.03656296759759744 Attrib 200723_s_at -0.04033668822184221 Attrib 200724_at 0.02226757488755894 Attrib 200725_x_at -0.023671523170262204 Attrib 200726_at 0.04282297826767054 Attrib 200727_s_at -0.01775418314694659 Attrib 200728_at 0.019637208163236827 Attrib 200729_s_at -0.0012150518052389213 Attrib 200730_s_at -0.0296249329867164 Attrib 200731_s_at 0.011592363666969013 Attrib 200732_s_at 0.00836367258885137 Attrib 200733_s_at 0.02041236280789461 Attrib 200734_s_at -0.033440242065500614 Attrib 200735_x_at -0.002940996219890151 Attrib 200736_s_at -0.002733410170469567 Attrib 200737_at 0.01616672320167053 Attrib 200738_s_at -0.007760451807912435 Attrib 200739_s_at 0.015944920837838238 Attrib 200740_s_at -0.005331043507479954 Attrib 200741_s_at -0.03569704923748954 Attrib 200742_s_at 0.03468659526402522 Attrib 200743_s_at -0.03553586163918359 Attrib 200744_s_at -0.007553493793680435 Attrib 200745_s_at 0.030786609839258676 Attrib 200746_s_at -0.03607214783463982 Attrib 200747_s_at 0.012435110939089809 Attrib 200748_s_at 0.021869018475552445 Attrib 200749_at 0.03114799843664925 Attrib 200750_s_at 0.03143071400912172 Attrib 200751_s_at 0.010383983098567423 Attrib 200752_s_at 0.026077355966680146 Attrib 200753_x_at 0.006637228714129973 Attrib 200754_x_at -0.017180811387916075 Attrib 200755_s_at 0.06799180571553022 Attrib 200756_x_at 0.051977328544718225 Attrib 200757_s_at 0.04501224327841556 Attrib 200758_s_at -0.029241096751365568 Attrib 200759_x_at 0.013830111521346602 Attrib 200760_s_at 0.047835119964646136 Attrib 200761_s_at 0.012018242240648624 Attrib 200762_at 0.035970333751418844 Attrib 200763_s_at -0.03530594624761972 Attrib 200764_s_at 0.029706957684908247 Attrib 200765_x_at -0.04951015136869546 Attrib 200766_at 0.010771219841086373 Attrib 200767_s_at -0.009753349198841788 Attrib 200768_s_at 0.024547128169521197 Attrib 200769_s_at 0.03790172582320714 Attrib 200770_s_at 0.049478108375116056 Attrib 200771_at 0.0484043747701621 Attrib 200772_x_at 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Attrib 200656_s_at -0.019287016986281918 Attrib 200657_at -0.02503761225072729 Attrib 200658_s_at -0.018301119722534842 Attrib 200659_s_at -0.01600458593419822 Attrib 200660_at 0.011790553505930026 Attrib 200661_at 0.0665853794687685 Attrib 200662_s_at -0.002430229712636628 Attrib 200663_at 0.028887062737079947 Attrib 200664_s_at -0.04454389214836221 Attrib 200665_s_at 0.022683616569887145 Attrib 200666_s_at -0.009391603327966598 Attrib 200667_at 0.0107677670462267 Attrib 200668_s_at -0.034053806444048075 Attrib 200669_s_at -0.014958442159086986 Attrib 200670_at -0.0028837362422061857 Attrib 200671_s_at -0.02116384968540325 Attrib 200672_x_at 0.003727887918238312 Attrib 200673_at -0.05393035439159227 Attrib 200674_s_at -0.020069144803272754 Attrib 200675_at 0.01202445487944727 Attrib 200676_s_at -0.0452573743915619 Attrib 200677_at 0.02623976696875969 Attrib 200678_x_at 0.056600856412440066 Attrib 200679_x_at 0.019183577285453737 Attrib 200680_x_at 0.015085152156437737 Attrib 200681_at 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Attrib 200707_at -0.03105357354385419 Attrib 200708_at 0.058279145583080526 Attrib 200709_at -0.03860701044293784 Attrib 200710_at 0.013265254053789048 Attrib 200711_s_at 0.04452785720407726 Attrib 200712_s_at -0.013237437576049347 Attrib 200713_s_at -0.0678536120248141 Attrib 200714_x_at -0.011594607581831395 Attrib 200715_x_at 0.049001702225435324 Attrib 200716_x_at 0.03392204844543744 Attrib 200717_x_at -0.03947953917616714 Attrib 200718_s_at -0.04872166380920942 Attrib 200719_at -0.017867818587117286 Attrib 200720_s_at -0.04570102226864285 Attrib 200721_s_at -0.05575466260559601 Attrib 200722_s_at -0.036101134919050565 Attrib 200723_s_at 0.04132535488633417 Attrib 200724_at -0.020806231077723274 Attrib 200725_x_at 0.02253082039953368 Attrib 200726_at 0.03630944356111353 Attrib 200727_s_at 0.025897471854163023 Attrib 200728_at -0.029104616773845314 Attrib 200729_s_at -0.013515789428535449 Attrib 200730_s_at 0.03186480144631368 Attrib 200731_s_at 0.009318316845757046 Attrib 200732_s_at 0.008215017556979214 Attrib 200733_s_at -0.040653153938796927 Attrib 200734_s_at -0.04846097225424631 Attrib 200735_x_at -0.048052704145705914 Attrib 200736_s_at 0.018606166365161096 Attrib 200737_at 0.019369296261199553 Attrib 200738_s_at 0.015667243152293005 Attrib 200739_s_at 0.045298267828412474 Attrib 200740_s_at 0.01085016073120786 Attrib 200741_s_at 0.03365342034292234 Attrib 200742_s_at -0.014098848624385249 Attrib 200743_s_at 0.03315412104592149 Attrib 200744_s_at 0.025450441567955288 Attrib 200745_s_at -0.040701500850414574 Attrib 200746_s_at -0.04600109657453183 Attrib 200747_s_at -0.011906615483440205 Attrib 200748_s_at 0.029585064867436568 Attrib 200749_at -0.017935061937389706 Attrib 200750_s_at 0.01954036009734313 Attrib 200751_s_at -0.03907987237588574 Attrib 200752_s_at -0.034238999298665376 Attrib 200753_x_at 0.026024107874200328 Attrib 200754_x_at -0.05807872649609399 Attrib 200755_s_at -0.00990158326800138 Attrib 200756_x_at 0.019459528831457653 Attrib 200757_s_at 0.03686350659247264 Attrib 200758_s_at 0.04369472772214649 Attrib 200759_x_at 0.04406833222856559 Attrib 200760_s_at -0.012839379886967879 Attrib 200761_s_at -0.03235949101818727 Attrib 200762_at -0.06491207840997805 Attrib 200763_s_at -0.03466806534834735 Attrib 200764_s_at -0.05408008775818697 Attrib 200765_x_at -0.056983182650773206 Attrib 200766_at 0.05096068593600595 Attrib 200767_s_at 0.050787363904773834 Attrib 200768_s_at -0.005746089747890778 Attrib 200769_s_at -0.027566305292283558 Attrib 200770_s_at -0.02815869092272371 Attrib 200771_at -0.04423316233865583 Attrib 200772_x_at 0.04687037166664613 Attrib 200773_x_at -0.032385370877788755 Attrib 200774_at -0.020848110975330562 Attrib 200775_s_at 0.0017794669378821046 Attrib 200776_s_at 0.00479589743043839 Attrib 200777_s_at -0.03329642754320396 Attrib 200778_s_at 0.0323296624750693 Attrib 200779_at -0.057800501047127195 Attrib 200780_x_at 0.01667068963452595 Attrib 200781_s_at 0.02446952297934536 Attrib 200782_at 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Attrib 200883_at -0.008325701624098026 Attrib 200884_at -0.029293100387156983 Attrib 200885_at -0.04143265670980065 Attrib 200886_s_at 0.06870068407350034 Attrib 200887_s_at -0.012923492176584946 Attrib 200888_s_at 0.03241068611514268 Attrib 200889_s_at 0.032730698293268155 Attrib 200890_s_at 0.05144332823513197 Attrib 200891_s_at 0.013768571874031044 Attrib 200892_s_at -0.07556811917122361 Attrib 200893_at -0.03382895837586886 Attrib 200894_s_at 0.025749793553626336 Attrib 200895_s_at -0.028448293546209848 Attrib 200896_x_at -0.04076633092178057 Attrib 200897_s_at -0.03643044442200724 Attrib 200898_s_at 0.019601544986890283 Attrib 200899_s_at -0.015402176739894562 Attrib 200900_s_at 0.015078576493403705 Attrib 200901_s_at -0.019815292965439907 Attrib 200902_at 0.0495489411744846 Attrib 200903_s_at 0.07377724432896625 Attrib 200904_at -0.02223197110797074 Attrib 200905_x_at -0.05804714055753601 Attrib 200906_s_at 0.015584009250701825 Attrib 200907_s_at 0.028735363525039696 Attrib 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Attrib 200710_at 0.011545856813704302 Attrib 200711_s_at 0.0076281777583504665 Attrib 200712_s_at 0.005680110503246456 Attrib 200713_s_at -0.03913183476875788 Attrib 200714_x_at 0.04156835011868877 Attrib 200715_x_at -0.031226163746382492 Attrib 200716_x_at 0.039684373843217095 Attrib 200717_x_at -0.03325257207061866 Attrib 200718_s_at 0.026403987246136938 Attrib 200719_at 0.02410785246603489 Attrib 200720_s_at 0.018296832257277282 Attrib 200721_s_at -6.843439212745064E-4 Attrib 200722_s_at 0.0368666596032333 Attrib 200723_s_at 0.04090953244443164 Attrib 200724_at -0.04935598218169031 Attrib 200725_x_at -0.04347172751747192 Attrib 200726_at 0.041257718414751725 Attrib 200727_s_at 0.0027700852816806456 Attrib 200728_at 0.0034769938362550937 Attrib 200729_s_at 0.004138508919919686 Attrib 200730_s_at 0.0011008382994041985 Attrib 200731_s_at -0.0483776321975428 Attrib 200732_s_at -0.013192150654949433 Attrib 200733_s_at -0.024469637269977966 Attrib 200734_s_at 0.04697885454308333 Attrib 200735_x_at 0.0458984370883502 Attrib 200736_s_at -0.018647621027781128 Attrib 200737_at 0.01607097822611474 Attrib 200738_s_at 0.03341604388969762 Attrib 200739_s_at -0.030446462737450844 Attrib 200740_s_at 0.04284437034995031 Attrib 200741_s_at -0.005336884354710534 Attrib 200742_s_at 0.006321360122297602 Attrib 200743_s_at 0.028068223562245 Attrib 200744_s_at -0.04018489190457641 Attrib 200745_s_at -0.051013983730266915 Attrib 200746_s_at -0.00804099687760953 Attrib 200747_s_at 0.04147948175464252 Attrib 200748_s_at -0.019353504540767095 Attrib 200749_at -0.034745881846591116 Attrib 200750_s_at -7.802545413394565E-4 Attrib 200751_s_at 0.016621702913272814 Attrib 200752_s_at -0.02492139223247193 Attrib 200753_x_at -0.012560605664729559 Attrib 200754_x_at 0.02325990484278246 Attrib 200755_s_at -0.023232367552110837 Attrib 200756_x_at -0.017369568182968143 Attrib 200757_s_at 0.03505317308205391 Attrib 200758_s_at -0.04167782337862593 Attrib 200759_x_at -0.046975168895241864 Attrib 200760_s_at 0.01370068414246462 Attrib 200761_s_at 0.01798249537792355 Attrib 200762_at -0.038212627567803144 Attrib 200763_s_at -0.031492741373657304 Attrib 200764_s_at 0.012537251527077953 Attrib 200765_x_at 0.006548221280126925 Attrib 200766_at -0.028921826464988233 Attrib 200767_s_at 0.024567641566021713 Attrib 200768_s_at 0.006113267709236765 Attrib 200769_s_at 0.04159044862074006 Attrib 200770_s_at 0.015013014106142898 Attrib 200771_at 0.02555251221068714 Attrib 200772_x_at 0.006233355961927489 Attrib 200773_x_at -0.04665912818746159 Attrib 200774_at 0.017494169948619596 Attrib 200775_s_at 0.0010974158840907225 Attrib 200776_s_at -0.00765062681238405 Attrib 200777_s_at 0.016029074993720558 Attrib 200778_s_at 0.01179034540289803 Attrib 200779_at -0.00400402548771407 Attrib 200780_x_at -0.018284222585552692 Attrib 200781_s_at -0.015920998610613104 Attrib 200782_at -0.024936017853916054 Attrib 200783_s_at -0.022822500190593148 Attrib 200784_s_at -0.032399408348304265 Attrib 200785_s_at 0.01660372506052982 Attrib 200786_at 0.013341552895319422 Attrib 200787_s_at 0.03002814785057328 Attrib 200788_s_at -0.04168832820979389 Attrib 200789_at -0.024664200099349557 Attrib 200790_at 0.04382816375511236 Attrib 200791_s_at 0.011204258492242193 Attrib 200792_at 0.024318922634500847 Attrib 200793_s_at 0.023272937897817644 Attrib 200794_x_at 0.01645177022135142 Attrib 200795_at 0.02389693871812981 Attrib 200796_s_at -0.027779858753589508 Attrib 200797_s_at -0.010409569364880597 Attrib 200798_x_at 0.03984738554270709 Attrib 200799_at 0.02610244923290826 Attrib 200800_s_at -6.475349434809137E-4 Attrib 200801_x_at -0.027329814848143213 Attrib 200802_at 0.004553628802371778 Attrib 200803_s_at -0.042196641459292916 Attrib 200804_at 0.013710669808058481 Attrib 200805_at 0.04302753262747823 Attrib 200806_s_at -8.498980915535886E-4 Attrib 200807_s_at -0.02940377620783078 Attrib 200808_s_at -0.01319803735265238 Attrib 200809_x_at -0.025163553353901632 Attrib 200810_s_at 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Attrib 200836_s_at 0.0234537170816574 Attrib 200837_at -0.032101515280106734 Attrib 200838_at -0.012272621403550222 Attrib 200839_s_at 0.05057393015140279 Attrib 200840_at 0.04328042622010984 Attrib 200841_s_at -0.00924757046579263 Attrib 200842_s_at 0.005884993735150108 Attrib 200843_s_at 0.014291300872868565 Attrib 200844_s_at 0.02176530947506966 Attrib 200845_s_at 0.03858782260245484 Attrib 200846_s_at -0.022992682342405844 Attrib 200847_s_at 0.00756416830802962 Attrib 200848_at -0.013406552001033667 Attrib 200849_s_at 0.012833829293268248 Attrib 200850_s_at 0.03811850724469222 Attrib 200851_s_at -0.028619186951136553 Attrib 200852_x_at -0.00871671523267944 Attrib 200853_at 0.04777190163290901 Attrib 200854_at 0.004662077972664111 Attrib 200855_at -0.015315461872159979 Attrib 200856_x_at 0.027072488993099254 Attrib 200857_s_at -0.009856878318838271 Attrib 200858_s_at -0.04480679298659226 Attrib 200859_x_at 0.02868047187279213 Attrib 200860_s_at -0.033518222482513224 Attrib 200861_at 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Attrib 200887_s_at -0.008049634768353693 Attrib 200888_s_at 0.041937055168218246 Attrib 200889_s_at 0.00632241312405633 Attrib 200890_s_at 0.04854087924506232 Attrib 200891_s_at 0.04309573746778554 Attrib 200892_s_at -0.04102548765119646 Attrib 200893_at -0.013915129812489865 Attrib 200894_s_at -0.01967182687714932 Attrib 200895_s_at 0.01175874279723246 Attrib 200896_x_at -0.015168110615406514 Attrib 200897_s_at -0.0388094369957469 Attrib 200898_s_at -0.03414206623838259 Attrib 200899_s_at -0.02665114563031821 Attrib 200900_s_at 0.010670945666487113 Attrib 200901_s_at -0.004314050531461079 Attrib 200902_at -0.03231649612120676 Attrib 200903_s_at 0.012348979441374315 Attrib 200904_at -0.031039465691840035 Attrib 200905_x_at -0.01064231275044234 Attrib 200906_s_at 0.02383470726809839 Attrib 200907_s_at -0.029724114364338534 Attrib 200908_s_at -0.010986792247423155 Attrib 200909_s_at 0.03481308709441219 Attrib 200910_at 0.047398515342512305 Attrib 200911_s_at 0.03201094713276991 Attrib 200912_s_at 0.03429613620543803 Attrib 200913_at -0.01260685950045763 Attrib 200914_x_at 0.034061201096897024 Attrib 200915_x_at -0.022046778514345878 Attrib 200916_at -0.007151379347699589 Attrib 200917_s_at -0.005952311343710234 Attrib 200918_s_at 0.007182755295173258 Attrib 200919_at 0.031246749699918742 Attrib 200920_s_at -0.023834711707983146 Attrib 200921_s_at 0.0018165642422995159 Attrib 200922_at 0.01418003438103819 Attrib 200923_at -0.032599900154734456 Attrib 200924_s_at -0.04048047642609751 Attrib 200925_at 0.02976030404661454 Attrib 200926_at -0.02540368964239735 Attrib 200927_s_at -0.027589979865618636 Attrib 200928_s_at -0.012471138442907327 Attrib 200929_at 0.02549091837818874 Attrib 200930_s_at 0.025321685481054665 Attrib 200931_s_at -0.03117193070709856 Attrib 200932_s_at 0.024510237647064132 Attrib 200933_x_at 0.05158803045634235 Attrib 200934_at -0.04069225043312441 Attrib 200935_at -0.03525337183443933 Attrib 200936_at 0.0029593064762444533 Attrib 200937_s_at 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Attrib 200988_s_at 0.015334995753802635 Attrib 200989_at 0.029003299848827855 Attrib 200990_at -0.003196161875279171 Attrib 200991_s_at -0.0035582624533717993 Attrib 200992_at -0.03638209315633601 Attrib 200993_at 0.036887157283897784 Attrib 200994_at 0.02496747993420905 Attrib 200995_at -0.013474619430813566 Attrib 200996_at 0.007996213281309577 Attrib 200997_at 0.015688630913295466 Attrib 200998_s_at 0.039020959439727776 Attrib 200999_s_at 0.026393257801766396 Attrib 201000_at -0.02866151598904791 Attrib 201001_s_at -0.024196511259894613 Attrib 201002_s_at -1.7229851249405397E-5 Attrib 201003_x_at 0.030997982040087114 Attrib 201004_at -0.03260900253551525 Attrib 201005_at -0.02298192277956379 Attrib 201006_at -0.046624547517779016 Attrib 201007_at -0.035344159541428104 Attrib 201008_s_at 0.004255926934808025 Attrib 201009_s_at 0.009677373636961795 Attrib 201010_s_at -0.022475386673241934 Attrib 201011_at 0.023317593259820288 Attrib 201012_at -0.026763351397256715 Attrib 201013_s_at 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Attrib 200636_s_at -0.018661106299350253 Attrib 200637_s_at -0.00788650624937611 Attrib 200638_s_at -0.056358807855986216 Attrib 200639_s_at 0.021350577845838957 Attrib 200640_at -0.013632500206426264 Attrib 200641_s_at 9.376820409807846E-4 Attrib 200642_at -0.01459760697970932 Attrib 200643_at 0.012544309585526919 Attrib 200644_at -0.01113491124708221 Attrib 200645_at 0.011390910738768023 Attrib 200646_s_at 0.03915989626558923 Attrib 200647_x_at -0.023666648853036362 Attrib 200648_s_at 0.035666401056799524 Attrib 200649_at -0.005037871253068312 Attrib 200650_s_at -0.06451700832456722 Attrib 200651_at -0.03172920800372936 Attrib 200652_at -0.03524827567093156 Attrib 200653_s_at 0.03441866785941109 Attrib 200654_at 0.002237179604907115 Attrib 200655_s_at 0.024539343339269576 Attrib 200656_s_at 0.028370309360714673 Attrib 200657_at -0.002626668261861145 Attrib 200658_s_at -0.026487992966400746 Attrib 200659_s_at -1.25871535139126E-4 Attrib 200660_at -0.029263941627977567 Attrib 200661_at 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Attrib 200862_at -0.05946500956384726 Attrib 200863_s_at -0.03992067152755494 Attrib 200864_s_at 0.0269268612921472 Attrib 200865_at 0.03242597847751261 Attrib 200866_s_at 0.00711970297140387 Attrib 200867_at -0.015417437817289782 Attrib 200868_s_at 0.04715709443118614 Attrib 200869_at 0.04615474202057914 Attrib 200870_at -0.027925708239193173 Attrib 200871_s_at 0.04239150700688365 Attrib 200872_at 0.005803015472968974 Attrib 200873_s_at -0.05598839397473814 Attrib 200874_s_at -0.010058708251945813 Attrib 200875_s_at 0.044412508062730026 Attrib 200876_s_at -0.04409639903329479 Attrib 200877_at -0.004488102394759181 Attrib 200878_at 0.07109835931115731 Attrib 200879_s_at 0.0719097005238743 Attrib 200880_at 0.04507882145002076 Attrib 200881_s_at 0.07417620081611358 Attrib 200882_s_at -0.031262189282099624 Attrib 200883_at 0.013644774823879973 Attrib 200884_at 0.03977919508084506 Attrib 200885_at 0.04847940967128355 Attrib 200886_s_at 0.04304935428060701 Attrib 200887_s_at 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Attrib 200674_s_at -0.0668904950511271 Attrib 200675_at -0.0417002522861299 Attrib 200676_s_at 0.04384895865689307 Attrib 200677_at -0.002098986188320502 Attrib 200678_x_at -0.029110530621612757 Attrib 200679_x_at 0.021379340734680185 Attrib 200680_x_at 0.0499932958264339 Attrib 200681_at 0.06432868064504164 Attrib 200682_s_at 0.02985563176182806 Attrib 200683_s_at -0.013405029402662968 Attrib 200684_s_at 0.0016852176258126217 Attrib 200685_at -0.04236864460367304 Attrib 200686_s_at 0.035192534138909944 Attrib 200687_s_at 0.030484965445439716 Attrib 200688_at -0.042249881118085406 Attrib 200689_x_at 0.0497406232231307 Attrib 200690_at -0.010075376415177202 Attrib 200691_s_at -0.024276022923577795 Attrib 200692_s_at 0.006866384538757273 Attrib 200693_at -8.738867839073268E-4 Attrib 200694_s_at -0.04235056862327423 Attrib 200695_at -0.011673209783501998 Attrib 200696_s_at -0.013082097122945202 Attrib 200697_at 0.022311448460328422 Attrib 200698_at 0.01775528993959519 Attrib 200699_at 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Attrib 200945_s_at 0.0358204218714175 Attrib 200946_x_at 0.030322843693963507 Attrib 200947_s_at -0.002197064209272427 Attrib 200948_at -0.007051852714674863 Attrib 200949_x_at 0.0030922140139606757 Attrib 200950_at -0.04121747693890704 Attrib 200951_s_at -0.03180473735695844 Attrib 200952_s_at -0.028983196044942656 Attrib 200953_s_at -0.02911526341744272 Attrib 200954_at -0.01246147729418874 Attrib 200955_at -3.356175610295841E-4 Attrib 200956_s_at 0.030623911358389145 Attrib 200957_s_at 0.020729824007179216 Attrib 200958_s_at 0.020885649974721098 Attrib 200959_at 0.04572667411832359 Attrib 200960_x_at -0.013193965739701014 Attrib 200961_at 0.05103802320099901 Attrib 200962_at -0.029911232079627547 Attrib 200963_x_at -0.04443234067081493 Attrib 200964_at 0.02135297654699321 Attrib 200965_s_at -3.511360631702238E-5 Attrib 200966_x_at -0.03867380572284106 Attrib 200967_at 0.046784457375295095 Attrib 200968_s_at 0.039886961209114453 Attrib 200969_at -0.01964082150954073 Attrib 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Attrib 201021_s_at 0.03475248401981826 Attrib 201022_s_at 0.01896933955228571 Attrib 201023_at -0.01004533535821489 Attrib 201024_x_at -0.0052749468410360325 Attrib 201025_at -0.03826428998474574 Attrib 201026_at 0.010979166403106911 Attrib 201027_s_at -0.018737880250030023 Attrib 201028_s_at -0.009873406713143042 Attrib 201029_s_at -0.036141311676109775 Attrib 201030_x_at -0.01734208223963575 Attrib 201031_s_at -0.03165984909918151 Attrib 201032_at 0.044044990203454 Attrib 201033_x_at -0.0035571269585598212 Attrib 201034_at -0.02386793734587243 Attrib 201035_s_at 0.0161576468295436 Attrib 201036_s_at 0.006045662728081838 Attrib 201037_at 0.008676613398064819 Attrib 201038_s_at 0.0026311753333808623 Attrib 201039_s_at 0.02770260342406953 Attrib 201040_at -0.03452181136709803 Attrib 201041_s_at 0.006224220966515498 Attrib 201042_at -0.01837812664853285 Attrib 201043_s_at -0.018326976966213555 Attrib 201044_x_at -0.04434465489023089 Attrib 201045_s_at 0.04689024192967955 Attrib 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Attrib 200979_at 0.010587803423159532 Attrib 200980_s_at 0.004402262104102475 Attrib 200981_x_at -0.030797109064021153 Attrib 200982_s_at -0.05435423981031943 Attrib 200983_x_at 0.032342660963401916 Attrib 200984_s_at 0.03676284256674386 Attrib 200985_s_at -0.02049507235431477 Attrib 200986_at 0.023600380342669876 Attrib 200987_x_at -0.035878681061112104 Attrib 200988_s_at -0.00721081598926871 Attrib 200989_at 0.007076296615805883 Attrib 200990_at -0.003304391993081601 Attrib 200991_s_at 0.008609365975081168 Attrib 200992_at 0.009574488606405458 Attrib 200993_at 0.023367781199905797 Attrib 200994_at -0.04623823488607327 Attrib 200995_at 0.028677571566224486 Attrib 200996_at -0.05493844937087914 Attrib 200997_at 0.040529933868882574 Attrib 200998_s_at -0.03293997756821456 Attrib 200999_s_at -0.038182311050595184 Attrib 201000_at 0.023490920758191522 Attrib 201001_s_at -0.0282502210079449 Attrib 201002_s_at 0.047570706003280276 Attrib 201003_x_at -0.028336413067166284 Attrib 201004_at 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Attrib 201030_x_at -0.04245049714048438 Attrib 201031_s_at -0.025056780317194573 Attrib 201032_at -0.03245542647401566 Attrib 201033_x_at 0.01627846644200768 Attrib 201034_at -0.012358423947163376 Attrib 201035_s_at 0.037323095258377424 Attrib 201036_s_at 0.01023277727301385 Attrib 201037_at 0.024122851361495553 Attrib 201038_s_at -0.008629434150316164 Attrib 201039_s_at 0.014512747414163316 Attrib 201040_at 0.015631945258720522 Attrib 201041_s_at -0.017723119471234085 Attrib 201042_at 0.042959270195134236 Attrib 201043_s_at 0.017265058941390004 Attrib 201044_x_at -0.019674086977190277 Attrib 201045_s_at -0.0622745949907346 Attrib 201046_s_at -0.0018980674647337968 Attrib 201047_x_at -0.02659600590236548 Attrib 201048_x_at -0.0612376564487881 Attrib 201049_s_at -0.07252260431414422 Attrib 201050_at -0.06344723052206742 Attrib 201051_at 0.0237427202972425 Attrib 201052_s_at -0.013285574372149314 Attrib 201053_s_at -0.022821648224593094 Attrib 201054_at -0.020226150025374492 Attrib 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200717_x_at 0.021907947305092622 Attrib 200718_s_at 0.00408423268517679 Attrib 200719_at -0.04059684438297767 Attrib 200720_s_at -0.04374270298948136 Attrib 200721_s_at 0.001121452318944382 Attrib 200722_s_at -0.03275052996065932 Attrib 200723_s_at -0.013635181991840058 Attrib 200724_at 0.011706883124199399 Attrib 200725_x_at -0.008618801800478283 Attrib 200726_at 0.01745997082935157 Attrib 200727_s_at -0.016983639795654322 Attrib 200728_at -1.518678964493149E-4 Attrib 200729_s_at 0.04449102713853945 Attrib 200730_s_at -0.011111982591187767 Attrib 200731_s_at -0.006460553052299245 Attrib 200732_s_at -0.038221483249387254 Attrib 200733_s_at 0.04210463691436523 Attrib 200734_s_at 0.012621124733539704 Attrib 200735_x_at -0.010493982530311748 Attrib 200736_s_at -0.01887581679876381 Attrib 200737_at -0.04596458672078053 Attrib 200738_s_at 0.03863953937300824 Attrib 200739_s_at -0.024269974325872332 Attrib 200740_s_at 0.04939221134703514 Attrib 200741_s_at 0.0197670088773665 Attrib 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200767_s_at 0.015521227754407419 Attrib 200768_s_at -0.023730564827632444 Attrib 200769_s_at -0.012494017012254287 Attrib 200770_s_at 0.005706953438383246 Attrib 200771_at -0.0412178758244481 Attrib 200772_x_at 0.03412572393578853 Attrib 200773_x_at -0.040420799828449594 Attrib 200774_at 0.04285701565122848 Attrib 200775_s_at -0.01116869052952789 Attrib 200776_s_at -0.03385871417052748 Attrib 200777_s_at -0.03224235020792637 Attrib 200778_s_at 0.0383104062696132 Attrib 200779_at -0.036384769525549976 Attrib 200780_x_at -0.023661548395073066 Attrib 200781_s_at 0.0417685472144568 Attrib 200782_at -0.009406334091335032 Attrib 200783_s_at 0.05026026776566561 Attrib 200784_s_at 0.012215575219813118 Attrib 200785_s_at -0.034285981936220816 Attrib 200786_at 0.049726076136375044 Attrib 200787_s_at 0.018181200302984438 Attrib 200788_s_at 0.01687406585735132 Attrib 200789_at -0.01666436575708679 Attrib 200790_at -0.015816644997308872 Attrib 200791_s_at -0.024832434431898063 Attrib 200792_at 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Attrib 200868_s_at 0.011111734815735793 Attrib 200869_at 0.018548973195608897 Attrib 200870_at 0.0061575264099704135 Attrib 200871_s_at 0.017904964419920056 Attrib 200872_at -0.0011735782539426106 Attrib 200873_s_at -0.0034004626077240303 Attrib 200874_s_at 0.04881864621116963 Attrib 200875_s_at -0.010024481075636462 Attrib 200876_s_at 0.05734010092633404 Attrib 200877_at -0.04191785692544986 Attrib 200878_at -0.007330719640936446 Attrib 200879_s_at 0.0033875211791152132 Attrib 200880_at -0.029656958154333057 Attrib 200881_s_at 0.04745097314465457 Attrib 200882_s_at 0.0010107002948053616 Attrib 200883_at 0.02725270149045664 Attrib 200884_at -0.012541335143145736 Attrib 200885_at 0.007417798860870994 Attrib 200886_s_at -0.012282387543525522 Attrib 200887_s_at -0.011540532087125221 Attrib 200888_s_at -0.018831436682817563 Attrib 200889_s_at -0.02732238962996875 Attrib 200890_s_at -0.03964747707360728 Attrib 200891_s_at -0.002657035266283434 Attrib 200892_s_at 0.01752005526895646 Attrib 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200918_s_at 0.014544991748926187 Attrib 200919_at 0.05325682856408285 Attrib 200920_s_at 0.036651809811720656 Attrib 200921_s_at -0.012269928919605185 Attrib 200922_at -0.011997906161625698 Attrib 200923_at 0.05166767526420865 Attrib 200924_s_at -0.004127384939305646 Attrib 200925_at 0.05496565248305984 Attrib 200926_at 0.03914145932289003 Attrib 200927_s_at 0.03377418580730518 Attrib 200928_s_at -0.033376608907495164 Attrib 200929_at -0.002000640434862464 Attrib 200930_s_at -0.003284771374815664 Attrib 200931_s_at -6.476344274608008E-4 Attrib 200932_s_at -0.0718058317844417 Attrib 200933_x_at -0.016892021974673953 Attrib 200934_at 0.027206297531368124 Attrib 200935_at 0.05475956635370495 Attrib 200936_at -0.021440161636005397 Attrib 200937_s_at -0.007874336061199451 Attrib 200938_s_at -0.005056732608498266 Attrib 200939_s_at 0.018326253327997363 Attrib 200940_s_at -0.009910240588540783 Attrib 200941_at -0.014249739760703326 Attrib 200942_s_at 0.051230495930081554 Attrib 200943_at 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Attrib 200994_at 0.03173735243021903 Attrib 200995_at 0.009343955070621779 Attrib 200996_at -0.020695648801692827 Attrib 200997_at 0.03643267124072032 Attrib 200998_s_at -8.974107306226119E-4 Attrib 200999_s_at -0.028128621223192946 Attrib 201000_at -0.014830452910140146 Attrib 201001_s_at 0.02101322458690768 Attrib 201002_s_at 0.012710656067287577 Attrib 201003_x_at 0.017693040860245975 Attrib 201004_at -0.004104005387751522 Attrib 201005_at 0.023319648758044393 Attrib 201006_at -0.032325507374946286 Attrib 201007_at -0.015367856597859704 Attrib 201008_s_at 0.05853160448873412 Attrib 201009_s_at 0.011669102317164608 Attrib 201010_s_at 0.02924820157310307 Attrib 201011_at 0.05500286594594644 Attrib 201012_at 0.036339011349967004 Attrib 201013_s_at 0.019145411819469375 Attrib 201014_s_at 0.0033192216540466734 Attrib 201015_s_at -0.006919647571502545 Attrib 201016_at 0.03819081371401811 Attrib 201017_at -0.02267693126769455 Attrib 201018_at 0.048481714252624424 Attrib 201019_s_at 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0.04321404279856011 Attrib AFFX-HSAC07/X00351_3_at -0.025605848192964516 Attrib AFFX-HSAC07/X00351_5_at -0.014085536226679114 Attrib AFFX-HSAC07/X00351_M_at -0.02004846732743135 Attrib AFFX-hum_alu_at -0.013277480677535813 Attrib AFFX-HUMGAPDH/M33197_3_at 0.04638369182219522 Attrib AFFX-HUMGAPDH/M33197_5_at -0.0036700512031163203 Attrib AFFX-HUMGAPDH/M33197_M_at 0.005509881666797626 Attrib AFFX-HUMISGF3A/M97935_3_at -0.029156899251258483 Attrib AFFX-HUMISGF3A/M97935_5_at 0.03635770810397772 Attrib AFFX-HUMISGF3A/M97935_MA_at -0.018655511995615742 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.035654816041237894 Attrib AFFX-HUMRGE/M10098_3_at -0.01020383628151611 Attrib AFFX-HUMRGE/M10098_5_at -0.029615553219314618 Attrib AFFX-HUMRGE/M10098_M_at 0.027292643886240742 Attrib AFFX-LysX-3_at 0.026562780708368594 Attrib AFFX-LysX-5_at -0.05178110239452898 Attrib AFFX-LysX-M_at -0.003967411809306773 Attrib AFFX-M27830_3_at -0.017177402824995223 Attrib AFFX-M27830_5_at 0.044069214744795616 Attrib AFFX-M27830_M_at 0.04896040084301946 Attrib AFFX-PheX-3_at -0.041916318451829575 Attrib AFFX-PheX-5_at -0.01825581314939336 Attrib AFFX-PheX-M_at -0.00916460512060183 Attrib AFFX-r2-Bs-dap-3_at 0.005465326354067171 Attrib AFFX-r2-Bs-dap-5_at -0.023479309641476764 Attrib AFFX-r2-Bs-dap-M_at -0.02264084341516176 Attrib AFFX-r2-Bs-lys-3_at -0.02025974506495164 Attrib AFFX-r2-Bs-lys-5_at -0.019187137897815978 Attrib AFFX-r2-Bs-lys-M_at 0.01017922459768361 Attrib AFFX-r2-Bs-phe-3_at 0.017671584505438005 Attrib AFFX-r2-Bs-phe-5_at 0.006984951570281147 Attrib AFFX-r2-Bs-phe-M_at -0.001653189471098412 Attrib AFFX-r2-Bs-thr-3_s_at -0.04401469358829755 Attrib AFFX-r2-Bs-thr-5_s_at -0.03395991742693832 Attrib AFFX-r2-Bs-thr-M_s_at 0.021057544722176354 Attrib AFFX-r2-Ec-bioB-3_at 0.044229531796817476 Attrib AFFX-r2-Ec-bioB-5_at -0.02141008235307913 Attrib AFFX-r2-Ec-bioB-M_at 0.005886868835723243 Attrib AFFX-r2-Ec-bioC-3_at -0.006891969398146739 Attrib AFFX-r2-Ec-bioC-5_at 0.00698329290986104 Attrib AFFX-r2-Ec-bioD-3_at 0.06068330926278583 Attrib AFFX-r2-Ec-bioD-5_at -0.012991078537554173 Attrib AFFX-r2-P1-cre-3_at 0.054960543447423585 Attrib AFFX-r2-P1-cre-5_at 0.06398999396414579 Attrib AFFX-ThrX-3_at -0.03756024826119731 Attrib AFFX-ThrX-5_at 0.01637360389996089 Attrib AFFX-ThrX-M_at -0.044075916862929915 Attrib AFFX-TrpnX-3_at -0.028648747351407156 Attrib AFFX-TrpnX-5_at -0.032891297746753145 Attrib AFFX-TrpnX-M_at -0.05217371634694735 Class tumoral Input Node 0 Class normal Input Node 1 Time taken to build model: 2354.1 seconds Time taken to test model on training data: 3.58 seconds === Error on training data === Correctly Classified Instances 114 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0074 Root mean squared error 0.0119 Relative absolute error 1.4793 % Root relative squared error 2.3871 % Total Number of Instances 114 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 56 0 | a = tumoral 0 58 | b = normal Time taken to perform cross-validation: 5824.47 seconds === Stratified cross-validation === Correctly Classified Instances 97 85.0877 % Incorrectly Classified Instances 17 14.9123 % Kappa statistic 0.701 Mean absolute error 0.1619 Root mean squared error 0.3549 Relative absolute error 32.3774 % Root relative squared error 70.9561 % Total Number of Instances 114 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,786 0,086 0,898 0,786 0,838 0,706 0,919 0,937 tumoral 0,914 0,214 0,815 0,914 0,862 0,706 0,919 0,905 normal Weighted Avg. 0,851 0,151 0,856 0,851 0,850 0,706 0,919 0,921 === Confusion Matrix === a b <-- classified as 44 12 | a = tumoral 5 53 | b = normal