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 -0.16128050533387575 Node 2 -3.0270174733213455 Node 3 2.7105788749740447 Node 4 4.477860639009233 Node 5 4.395418322165699 Node 6 2.8480651074773804 Node 7 -0.6315093936576105 Node 8 -0.7845056388438078 Node 9 -2.369003077167747 Node 10 1.622218826393198 Node 11 -3.2619919938283743 Sigmoid Node 1 Inputs Weights Threshold 0.17991617687202288 Node 2 3.025509809061785 Node 3 -2.710656185806995 Node 4 -4.489023469669497 Node 5 -4.398710210861944 Node 6 -2.861319020510194 Node 7 0.6324311321384882 Node 8 0.7651221359920806 Node 9 2.367316936227111 Node 10 -1.6129694199473923 Node 11 3.2598535256525945 Sigmoid Node 2 Inputs Weights Threshold -0.04690092979567445 Attrib 1007_s_at 0.028946605273853628 Attrib 1053_at -0.048315820489163865 Attrib 117_at -0.041188705113679544 Attrib 121_at 0.017176268577725032 Attrib 1255_g_at -0.030380691032643056 Attrib 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Attrib 200716_x_at 0.038354330346966246 Attrib 200717_x_at 0.016646890941150346 Attrib 200718_s_at 0.05231167324444186 Attrib 200719_at -0.016362471137171875 Attrib 200720_s_at 0.0407968874425079 Attrib 200721_s_at -0.039282152926824444 Attrib 200722_s_at -0.03566916441702225 Attrib 200723_s_at 0.023661869340031234 Attrib 200724_at 0.005140264511959981 Attrib 200725_x_at -0.03456160600646871 Attrib 200726_at 0.0330245203858303 Attrib 200727_s_at 0.02013981281978577 Attrib 200728_at -0.0495014958995912 Attrib 200729_s_at -0.03735613163570909 Attrib 200730_s_at -0.04858335997028085 Attrib 200731_s_at -0.01733485250229745 Attrib 200732_s_at -0.03481204389881612 Attrib 200733_s_at 0.03440295666001024 Attrib 200734_s_at 0.01619858777000065 Attrib 200735_x_at -0.004640649015712319 Attrib 200736_s_at 0.010960801511949066 Attrib 200737_at 0.02376904466537782 Attrib 200738_s_at 0.03284364314006133 Attrib 200739_s_at -0.04186620543799533 Attrib 200740_s_at 0.01815039907286147 Attrib 200741_s_at 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Attrib 200842_s_at 0.04317732531405861 Attrib 200843_s_at 0.03920016795684905 Attrib 200844_s_at -0.014007877854262824 Attrib 200845_s_at -0.025261212563260783 Attrib 200846_s_at 0.03297647384970097 Attrib 200847_s_at -0.018530311481249416 Attrib 200848_at -0.018727670318753296 Attrib 200849_s_at 0.025582920792587775 Attrib 200850_s_at 0.032999370483637526 Attrib 200851_s_at -0.03752393560097845 Attrib 200852_x_at -0.020423086316465982 Attrib 200853_at 0.0045786581187530415 Attrib 200854_at 0.017993003849296387 Attrib 200855_at 0.007976072367803665 Attrib 200856_x_at -0.02527966420091504 Attrib 200857_s_at -0.0019458869782201177 Attrib 200858_s_at 0.011941832959477362 Attrib 200859_x_at 0.012197637834646927 Attrib 200860_s_at -0.010476000990034302 Attrib 200861_at -0.01744685279111455 Attrib 200862_at 0.03115356390909565 Attrib 200863_s_at -0.032582174363124564 Attrib 200864_s_at 0.015081073949493269 Attrib 200865_at -0.026070426319326007 Attrib 200866_s_at -0.012896136071029548 Attrib 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Attrib 200842_s_at -0.015960646776812637 Attrib 200843_s_at -0.07558761210335563 Attrib 200844_s_at -0.05480179470313659 Attrib 200845_s_at -4.426586410009908E-4 Attrib 200846_s_at -0.0025106921848453757 Attrib 200847_s_at -0.060135008572518626 Attrib 200848_at 0.0013065366561538772 Attrib 200849_s_at 0.026642873080919723 Attrib 200850_s_at 0.00907590823876068 Attrib 200851_s_at -0.003462591666702605 Attrib 200852_x_at -0.02704559688186644 Attrib 200853_at -0.04948885923828086 Attrib 200854_at 0.01572505516913068 Attrib 200855_at -0.016936942862686377 Attrib 200856_x_at 0.024141398797615253 Attrib 200857_s_at 0.0014952204169671071 Attrib 200858_s_at -0.033026838182314444 Attrib 200859_x_at -0.009278496968475736 Attrib 200860_s_at -0.004709724115334796 Attrib 200861_at -0.03632036605895851 Attrib 200862_at 0.018974936083663345 Attrib 200863_s_at -0.0598946339102965 Attrib 200864_s_at -0.024379083692732895 Attrib 200865_at 0.015663290910561168 Attrib 200866_s_at 0.06218148261936621 Attrib 200867_at 0.0448035119937807 Attrib 200868_s_at -4.455524485207145E-4 Attrib 200869_at 0.0023728270425784274 Attrib 200870_at -0.01101255182988659 Attrib 200871_s_at 0.053996993496655085 Attrib 200872_at 0.0477752922933229 Attrib 200873_s_at -0.024806970467826227 Attrib 200874_s_at 0.014715781634510185 Attrib 200875_s_at 0.05213493184482546 Attrib 200876_s_at -0.040408842695025635 Attrib 200877_at -0.05863450668842991 Attrib 200878_at 0.001255241891732883 Attrib 200879_s_at -0.010740345388451667 Attrib 200880_at -0.046160040639886726 Attrib 200881_s_at -0.01912936503562841 Attrib 200882_s_at -0.022197621234025543 Attrib 200883_at -0.006600889321400656 Attrib 200884_at 0.035533927117178433 Attrib 200885_at 0.045265047650941324 Attrib 200886_s_at -0.0021841370642047705 Attrib 200887_s_at 0.010314532623272263 Attrib 200888_s_at -0.004658281303794548 Attrib 200889_s_at 0.007663823291562418 Attrib 200890_s_at -0.015982524766549697 Attrib 200891_s_at 0.076924186111247 Attrib 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Attrib 200943_at 0.03719766470036298 Attrib 200944_s_at 0.052926898022989534 Attrib 200945_s_at 0.03983332414158402 Attrib 200946_x_at 0.04088915416084543 Attrib 200947_s_at -0.004921369949390117 Attrib 200948_at 0.008576172307723643 Attrib 200949_x_at -0.03247332116878698 Attrib 200950_at 0.0017279548086595413 Attrib 200951_s_at 0.012093074260530925 Attrib 200952_s_at -0.03154350216849663 Attrib 200953_s_at -0.017906221867303906 Attrib 200954_at -0.024014217625987103 Attrib 200955_at -0.038704822485951786 Attrib 200956_s_at 0.03201497972493092 Attrib 200957_s_at 0.0021790665858186153 Attrib 200958_s_at 0.054499033871610585 Attrib 200959_at -0.04373128692232205 Attrib 200960_x_at 0.05238552243470646 Attrib 200961_at 0.03143562251500664 Attrib 200962_at 0.035522753593589244 Attrib 200963_x_at -0.03456712284154176 Attrib 200964_at 0.008286948784427322 Attrib 200965_s_at -0.08213769840131459 Attrib 200966_x_at 0.033831418575668924 Attrib 200967_at 0.07863309001076234 Attrib 200968_s_at 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Attrib 200994_at -0.046549224930627756 Attrib 200995_at 0.04349397888195945 Attrib 200996_at 0.03974752145136142 Attrib 200997_at -0.0361432071584149 Attrib 200998_s_at 0.04794078192027975 Attrib 200999_s_at 0.03840259683815836 Attrib 201000_at 0.023350290162614848 Attrib 201001_s_at 0.04341968890343483 Attrib 201002_s_at -0.021093682344070903 Attrib 201003_x_at 0.014618515311532835 Attrib 201004_at -0.036303281589843986 Attrib 201005_at -0.05623112113446127 Attrib 201006_at -0.00472347070074732 Attrib 201007_at -0.04883568137415011 Attrib 201008_s_at 0.03828960322279241 Attrib 201009_s_at 0.03849003007531896 Attrib 201010_s_at 0.02741986402475893 Attrib 201011_at 0.0196719645187908 Attrib 201012_at -0.0685538911204185 Attrib 201013_s_at 0.006754293904485446 Attrib 201014_s_at -0.04647473974283374 Attrib 201015_s_at -0.043218164835951395 Attrib 201016_at -0.056074996859911665 Attrib 201017_at -0.03402247554382348 Attrib 201018_at -0.002084040105275507 Attrib 201019_s_at 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Attrib 200878_at -0.02942304009241076 Attrib 200879_s_at 0.01344453911721027 Attrib 200880_at -0.03531617819250103 Attrib 200881_s_at -0.019682326920547284 Attrib 200882_s_at -0.03197713659408778 Attrib 200883_at -0.02168376123991785 Attrib 200884_at 0.014522663139113453 Attrib 200885_at 0.017823390886776553 Attrib 200886_s_at -0.004412108497268195 Attrib 200887_s_at 0.06970371192477083 Attrib 200888_s_at -0.04482231303248233 Attrib 200889_s_at 0.03581804434026744 Attrib 200890_s_at 0.02829163101467508 Attrib 200891_s_at -0.028408275863176347 Attrib 200892_s_at 0.02584445774739726 Attrib 200893_at 0.0069627801634348065 Attrib 200894_s_at -0.046133263465496295 Attrib 200895_s_at 0.027196360485719627 Attrib 200896_x_at -0.02683435373693923 Attrib 200897_s_at 0.013456926779102462 Attrib 200898_s_at -0.017621022281730292 Attrib 200899_s_at -0.05286666034625418 Attrib 200900_s_at 0.0476037180618803 Attrib 200901_s_at -0.046834320975493664 Attrib 200902_at 0.0020632453450941876 Attrib 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Attrib 200725_x_at -0.012265417969055633 Attrib 200726_at 0.04208359718797523 Attrib 200727_s_at 0.029952445048528373 Attrib 200728_at 0.07670892255578056 Attrib 200729_s_at 0.026265687763412843 Attrib 200730_s_at -0.002137418924160786 Attrib 200731_s_at 0.0440325735176216 Attrib 200732_s_at -0.001377364597501493 Attrib 200733_s_at 0.009193004295490862 Attrib 200734_s_at -0.02857124122608653 Attrib 200735_x_at -0.006708429793765532 Attrib 200736_s_at -0.036061843878742686 Attrib 200737_at 0.04228208147261848 Attrib 200738_s_at 0.07557794374174474 Attrib 200739_s_at -0.030565713345465755 Attrib 200740_s_at -0.01682869968734806 Attrib 200741_s_at 0.019850223369002454 Attrib 200742_s_at -0.012881467959968036 Attrib 200743_s_at 0.027595765951455114 Attrib 200744_s_at -0.0272611512987465 Attrib 200745_s_at 0.04534233455663968 Attrib 200746_s_at 0.029422968097301876 Attrib 200747_s_at -0.01610644882373508 Attrib 200748_s_at 0.01338391448314375 Attrib 200749_at -0.02308324409277317 Attrib 200750_s_at 0.010169322180888408 Attrib 200751_s_at -0.001823372854480419 Attrib 200752_s_at 0.03683382395843516 Attrib 200753_x_at 0.0012031919234829725 Attrib 200754_x_at 0.047035556708702686 Attrib 200755_s_at -0.02461145457256502 Attrib 200756_x_at 0.019991494877545347 Attrib 200757_s_at 0.052033055949347796 Attrib 200758_s_at 0.046702336803134605 Attrib 200759_x_at -0.02284086061678303 Attrib 200760_s_at -0.046698046464857486 Attrib 200761_s_at -0.03215838789863078 Attrib 200762_at 0.01642331223088664 Attrib 200763_s_at -0.024558228913012143 Attrib 200764_s_at 0.0191817220927534 Attrib 200765_x_at 0.054640178673081574 Attrib 200766_at 0.007114565699948189 Attrib 200767_s_at 1.814468176402371E-4 Attrib 200768_s_at -0.004961054412659634 Attrib 200769_s_at 0.05927921390053402 Attrib 200770_s_at -0.003535150484178198 Attrib 200771_at 0.021384630565678738 Attrib 200772_x_at -0.030201626727438993 Attrib 200773_x_at 0.03642258332073183 Attrib 200774_at 0.06917834796191223 Attrib 200775_s_at 0.032663119728914745 Attrib 200776_s_at 0.06834890714093941 Attrib 200777_s_at 0.06737811345553704 Attrib 200778_s_at 0.03827031460904005 Attrib 200779_at -0.04018010180974553 Attrib 200780_x_at -0.02811027610900672 Attrib 200781_s_at -0.013636485401878264 Attrib 200782_at -0.012659075399569494 Attrib 200783_s_at -0.011482118520628968 Attrib 200784_s_at -0.06509441204640637 Attrib 200785_s_at -0.04108286680287568 Attrib 200786_at -0.022904091945475578 Attrib 200787_s_at -0.008537619390319762 Attrib 200788_s_at 0.010479580136373004 Attrib 200789_at 0.004095407539559491 Attrib 200790_at 0.023080398934850078 Attrib 200791_s_at 0.05043766454708957 Attrib 200792_at 0.04649711687901595 Attrib 200793_s_at -0.054215519711997465 Attrib 200794_x_at -0.007188310850200571 Attrib 200795_at 0.05061377541064553 Attrib 200796_s_at 0.002627269215841526 Attrib 200797_s_at 0.07086770455638675 Attrib 200798_x_at 0.002660482924830795 Attrib 200799_at -0.023417572528509505 Attrib 200800_s_at 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Attrib 200826_at 0.010219993741060987 Attrib 200827_at 0.058332955951219324 Attrib 200828_s_at 0.0227921867763954 Attrib 200829_x_at 0.02995807586899469 Attrib 200830_at 0.07550448801085012 Attrib 200831_s_at 0.002465372976676747 Attrib 200832_s_at 0.06975073641423664 Attrib 200833_s_at -0.018608353268305906 Attrib 200834_s_at 5.599808856408318E-4 Attrib 200835_s_at 2.6763740214913234E-4 Attrib 200836_s_at 0.027703145737664664 Attrib 200837_at 0.045769302339166255 Attrib 200838_at 0.0540610934314167 Attrib 200839_s_at 0.06416962374593548 Attrib 200840_at 0.014410245145326026 Attrib 200841_s_at -0.060740107631165274 Attrib 200842_s_at -0.04364757670414135 Attrib 200843_s_at -0.008927276896956847 Attrib 200844_s_at -0.05382279706711438 Attrib 200845_s_at -0.08566051159463337 Attrib 200846_s_at -0.027486396776770804 Attrib 200847_s_at 0.0389128900849979 Attrib 200848_at 0.0401099207062452 Attrib 200849_s_at -0.07120775711549258 Attrib 200850_s_at 0.04536470333328284 Attrib 200851_s_at 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200877_at 0.02588835561253564 Attrib 200878_at 0.09483880283954094 Attrib 200879_s_at -0.021442062316194457 Attrib 200880_at 0.025971535035015068 Attrib 200881_s_at 0.011489073847695923 Attrib 200882_s_at -0.011072637186957838 Attrib 200883_at -0.01601321406107576 Attrib 200884_at -0.008341202768870824 Attrib 200885_at 0.027001677531239745 Attrib 200886_s_at 0.004000184577545324 Attrib 200887_s_at 0.030871140292310632 Attrib 200888_s_at -0.03056987772412027 Attrib 200889_s_at -0.012616996472259135 Attrib 200890_s_at -0.022575454627199988 Attrib 200891_s_at 0.025980120338163864 Attrib 200892_s_at 0.004752875273027015 Attrib 200893_at 0.05348591823228759 Attrib 200894_s_at 0.03815634502263345 Attrib 200895_s_at -0.024838395201728564 Attrib 200896_x_at 0.010755425749691197 Attrib 200897_s_at -0.006086312348577441 Attrib 200898_s_at 0.012555253942933829 Attrib 200899_s_at -0.030706242135343016 Attrib 200900_s_at -0.04008527023984166 Attrib 200901_s_at 0.01591869389687935 Attrib 200902_at 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Attrib 200928_s_at 8.947361187206867E-4 Attrib 200929_at -0.04832742502935986 Attrib 200930_s_at -0.0010070786239334184 Attrib 200931_s_at 0.07668280601883032 Attrib 200932_s_at 4.6553822519840993E-4 Attrib 200933_x_at 0.026716075793964462 Attrib 200934_at 0.0036536605018625996 Attrib 200935_at -0.0018934512872810607 Attrib 200936_at 0.07302461603057596 Attrib 200937_s_at 0.05532447674756634 Attrib 200938_s_at -0.08403608310578971 Attrib 200939_s_at -0.07058950483728722 Attrib 200940_s_at 0.0031713618627340883 Attrib 200941_at 0.015590536523421955 Attrib 200942_s_at -0.0037829679801128775 Attrib 200943_at 0.029520065390568905 Attrib 200944_s_at 0.041189464083322344 Attrib 200945_s_at -0.007017524215765789 Attrib 200946_x_at -0.013868138635462789 Attrib 200947_s_at -0.004057494197350408 Attrib 200948_at -0.010047907207913149 Attrib 200949_x_at -0.001054829718009592 Attrib 200950_at 0.058159587672510754 Attrib 200951_s_at -0.04998343743487514 Attrib 200952_s_at -0.035681870410425455 Attrib 200953_s_at -0.06273829326058881 Attrib 200954_at -0.02746849475911516 Attrib 200955_at 0.008586554152559066 Attrib 200956_s_at -0.027032655968870944 Attrib 200957_s_at 0.06188152467050384 Attrib 200958_s_at -0.03228550926205926 Attrib 200959_at 0.06602355900525646 Attrib 200960_x_at -0.0451990726871582 Attrib 200961_at -0.008956342758983042 Attrib 200962_at -0.04415531195056866 Attrib 200963_x_at 0.025941843106977832 Attrib 200964_at 0.015544710935003111 Attrib 200965_s_at -0.011464302143569608 Attrib 200966_x_at -0.0011486717484701606 Attrib 200967_at 0.04116589503274366 Attrib 200968_s_at -0.03379047815158038 Attrib 200969_at -0.032665599409840394 Attrib 200970_s_at 0.06590782835755155 Attrib 200971_s_at -0.01133821210992894 Attrib 200972_at -0.08791667378417975 Attrib 200973_s_at 0.0232572829551699 Attrib 200974_at -0.010542563354700408 Attrib 200975_at -0.017873712231742646 Attrib 200976_s_at -0.01091915077759519 Attrib 200977_s_at -0.020238778459110887 Attrib 200978_at 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Attrib 201004_at -0.024058833121514807 Attrib 201005_at 0.048710020584456136 Attrib 201006_at -0.056742240888604266 Attrib 201007_at -0.009300507854934768 Attrib 201008_s_at -0.0038120983251834465 Attrib 201009_s_at -0.00806402908814936 Attrib 201010_s_at 0.0012714709874667302 Attrib 201011_at -0.03588958003577257 Attrib 201012_at 0.0015366559869494658 Attrib 201013_s_at 0.04069214364231174 Attrib 201014_s_at 0.03057987582242855 Attrib 201015_s_at 0.03155337437732188 Attrib 201016_at 0.04637093537799185 Attrib 201017_at 0.0011490181837880778 Attrib 201018_at -0.021441558414229997 Attrib 201019_s_at -0.05296693310676746 Attrib 201020_at -0.0017340390979488478 Attrib 201021_s_at 0.054862076010322246 Attrib 201022_s_at 0.07062247423041107 Attrib 201023_at 0.04419427710570504 Attrib 201024_x_at 0.057702673153057445 Attrib 201025_at 0.033557103304311574 Attrib 201026_at 0.010918219581624148 Attrib 201027_s_at -0.016598716116818235 Attrib 201028_s_at -0.026721998061928046 Attrib 201029_s_at 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200772_x_at -0.010850326563360956 Attrib 200773_x_at 0.04210358813507612 Attrib 200774_at -0.04778359819051884 Attrib 200775_s_at -0.019950858802425222 Attrib 200776_s_at 0.014725202540252672 Attrib 200777_s_at 0.038098680752558095 Attrib 200778_s_at 0.03817553862212912 Attrib 200779_at -0.013177551964222526 Attrib 200780_x_at -0.05440358062806854 Attrib 200781_s_at -0.0312601935166823 Attrib 200782_at 0.03812472889989787 Attrib 200783_s_at -0.02311335926376138 Attrib 200784_s_at 0.014343465096164956 Attrib 200785_s_at 0.03007483059894887 Attrib 200786_at 0.0484074372661542 Attrib 200787_s_at 0.008503919855487 Attrib 200788_s_at -0.022627756439740028 Attrib 200789_at 0.0027802343626503615 Attrib 200790_at 0.012336108377519786 Attrib 200791_s_at 0.031630520732383545 Attrib 200792_at -0.02403333982699062 Attrib 200793_s_at -0.021906933373116645 Attrib 200794_x_at -0.024389965004912157 Attrib 200795_at -0.052752273331336794 Attrib 200796_s_at 0.055066034221755114 Attrib 200797_s_at 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200823_x_at 0.029112385866230456 Attrib 200824_at -0.03825477452952303 Attrib 200825_s_at -0.01774697405731717 Attrib 200826_at 0.04954817201515983 Attrib 200827_at 0.025153207470529584 Attrib 200828_s_at 0.03457136448205506 Attrib 200829_x_at -0.030082763830410787 Attrib 200830_at 0.024108966043514098 Attrib 200831_s_at -0.025996272134262206 Attrib 200832_s_at 0.037633904883853764 Attrib 200833_s_at 0.051357032166609265 Attrib 200834_s_at -0.018731495149054 Attrib 200835_s_at 0.04070783761355008 Attrib 200836_s_at -0.02573091204208319 Attrib 200837_at 0.02691155084551506 Attrib 200838_at -0.004220110034768982 Attrib 200839_s_at 0.018890640261585826 Attrib 200840_at 0.012213994236772824 Attrib 200841_s_at -0.024036961878845027 Attrib 200842_s_at -0.027316464773666744 Attrib 200843_s_at 0.005482976666334 Attrib 200844_s_at 0.05513753837261025 Attrib 200845_s_at 0.01802413264889716 Attrib 200846_s_at 0.02310882481798217 Attrib 200847_s_at 0.014058515096595399 Attrib 200848_at 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Attrib 200999_s_at 0.040948608377170334 Attrib 201000_at -0.0049464796661660235 Attrib 201001_s_at -0.03179777571964095 Attrib 201002_s_at -0.030072011938229216 Attrib 201003_x_at 0.008918391591768387 Attrib 201004_at -0.022764706159792966 Attrib 201005_at -0.01159931431206549 Attrib 201006_at 0.043219469235058844 Attrib 201007_at -0.027700696857745323 Attrib 201008_s_at 0.015761908318989323 Attrib 201009_s_at -0.03989697845428635 Attrib 201010_s_at -0.04766555578115621 Attrib 201011_at 0.055237115359149234 Attrib 201012_at 0.0020980164703642825 Attrib 201013_s_at -0.017993701211707465 Attrib 201014_s_at -0.005753665305205053 Attrib 201015_s_at 0.011536460416852912 Attrib 201016_at -0.008092814388485609 Attrib 201017_at 0.017981370168592956 Attrib 201018_at -0.04161935852221791 Attrib 201019_s_at -0.019774173408950636 Attrib 201020_at -0.032743558812690685 Attrib 201021_s_at -0.028580579308989256 Attrib 201022_s_at 0.025503339069879942 Attrib 201023_at 0.007149470719219049 Attrib 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Attrib 200713_s_at -0.024551380793350477 Attrib 200714_x_at 0.006642548076682258 Attrib 200715_x_at 0.028625881211275246 Attrib 200716_x_at 0.0024903481806111656 Attrib 200717_x_at -0.06546099299800297 Attrib 200718_s_at -0.01831767197895551 Attrib 200719_at -0.0626023299182449 Attrib 200720_s_at -0.04613471865636021 Attrib 200721_s_at -0.016140193504215115 Attrib 200722_s_at 0.012471179995961429 Attrib 200723_s_at 0.0027331999564883433 Attrib 200724_at 0.021945342320167288 Attrib 200725_x_at -0.0064800703578125375 Attrib 200726_at 0.025155804247186858 Attrib 200727_s_at 0.0391736011547682 Attrib 200728_at 0.03368485051433025 Attrib 200729_s_at 0.006467081046792474 Attrib 200730_s_at 0.004210266864827165 Attrib 200731_s_at 0.0014722115866803512 Attrib 200732_s_at -0.019955073189085595 Attrib 200733_s_at -0.028795828124557023 Attrib 200734_s_at 0.06476065203989008 Attrib 200735_x_at -0.04907634204809092 Attrib 200736_s_at 0.013721454841274067 Attrib 200737_at -0.026525652265895934 Attrib 200738_s_at 0.0039864940245833026 Attrib 200739_s_at 0.025257822766932978 Attrib 200740_s_at -0.03833246136607738 Attrib 200741_s_at -0.0561847439144019 Attrib 200742_s_at 0.045737122232968636 Attrib 200743_s_at 0.053671651155193754 Attrib 200744_s_at -0.033764420058535985 Attrib 200745_s_at 0.04814007867694315 Attrib 200746_s_at 0.01228219278652775 Attrib 200747_s_at -0.013597693004369719 Attrib 200748_s_at 0.00891942516423798 Attrib 200749_at 0.007196896823830318 Attrib 200750_s_at -0.04540491409887318 Attrib 200751_s_at -0.0029556485247871976 Attrib 200752_s_at 0.02629695010725806 Attrib 200753_x_at -0.015902095627120146 Attrib 200754_x_at 0.028959436869891577 Attrib 200755_s_at 0.057688040825453354 Attrib 200756_x_at 0.0469263699121619 Attrib 200757_s_at -0.004168644663205727 Attrib 200758_s_at 0.037284644315237016 Attrib 200759_x_at 0.02374903405367531 Attrib 200760_s_at 3.6995047502991836E-5 Attrib 200761_s_at 0.015397282429399162 Attrib 200762_at -0.057105293835622496 Attrib 200763_s_at -0.042910033931485035 Attrib 200764_s_at 0.028336138529008265 Attrib 200765_x_at -0.053808708267050386 Attrib 200766_at 0.03691559013423252 Attrib 200767_s_at 0.051152717599473756 Attrib 200768_s_at -0.032351397033797205 Attrib 200769_s_at -0.05206290110857821 Attrib 200770_s_at 0.008795841172322938 Attrib 200771_at -0.0518661794894209 Attrib 200772_x_at 0.05501825249940459 Attrib 200773_x_at -5.03127044952249E-4 Attrib 200774_at 0.0229112559861289 Attrib 200775_s_at -0.033712031755488175 Attrib 200776_s_at 0.03799151977947132 Attrib 200777_s_at -0.018637581761807367 Attrib 200778_s_at 0.04013834400467154 Attrib 200779_at 0.014195806804891208 Attrib 200780_x_at 0.004091041684383149 Attrib 200781_s_at 0.018508510292415806 Attrib 200782_at 0.03223319243662014 Attrib 200783_s_at 0.04306174286962488 Attrib 200784_s_at 0.013385391274824092 Attrib 200785_s_at -0.024690153758891845 Attrib 200786_at -0.031739666027445504 Attrib 200787_s_at -0.03231964265668933 Attrib 200788_s_at 0.02735606164981829 Attrib 200789_at 0.0033713671496161915 Attrib 200790_at 0.05308556224020421 Attrib 200791_s_at -0.03876744335544526 Attrib 200792_at 0.00835380186666535 Attrib 200793_s_at 0.025808748649101338 Attrib 200794_x_at -0.045411295286050896 Attrib 200795_at -0.03256373697593433 Attrib 200796_s_at 0.01776131562374401 Attrib 200797_s_at -0.038654524893837805 Attrib 200798_x_at -0.019228970069143946 Attrib 200799_at 0.006162518453663098 Attrib 200800_s_at -0.03838310808981165 Attrib 200801_x_at -0.011800343170422802 Attrib 200802_at 0.018941211303077788 Attrib 200803_s_at 0.034366791227226925 Attrib 200804_at -0.03372894749046691 Attrib 200805_at -0.0077720676306403435 Attrib 200806_s_at -0.02475445043476533 Attrib 200807_s_at 0.009350716793494791 Attrib 200808_s_at 0.06980112462628785 Attrib 200809_x_at 0.03537970302049081 Attrib 200810_s_at -0.06084938572379342 Attrib 200811_at -0.0479938677800197 Attrib 200812_at -0.014221058696656672 Attrib 200813_s_at 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200964_at -0.03723876032836505 Attrib 200965_s_at 0.017614971665864686 Attrib 200966_x_at 0.0346591656820796 Attrib 200967_at 0.0472665973560478 Attrib 200968_s_at 0.002696186519961773 Attrib 200969_at 0.038180191340621915 Attrib 200970_s_at 0.0012761534464818597 Attrib 200971_s_at 0.04915186255270082 Attrib 200972_at -0.006526663472039354 Attrib 200973_s_at -0.058788658715719824 Attrib 200974_at 0.010682708798513168 Attrib 200975_at 0.032940262296575026 Attrib 200976_s_at -0.06850026191335239 Attrib 200977_s_at -0.06007633829976617 Attrib 200978_at -0.014965356861133148 Attrib 200979_at 0.02282568532866514 Attrib 200980_s_at -0.0161362535166529 Attrib 200981_x_at 0.02994726164493957 Attrib 200982_s_at -0.035832812910149225 Attrib 200983_x_at 0.0031095600262757263 Attrib 200984_s_at -0.03373529625408276 Attrib 200985_s_at 0.025529333940985582 Attrib 200986_at 0.019716267684426258 Attrib 200987_x_at -0.037884816854401024 Attrib 200988_s_at 0.030776731067453995 Attrib 200989_at 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Attrib 201015_s_at 0.020832985334201106 Attrib 201016_at 0.030341068998459002 Attrib 201017_at -0.004551427520464597 Attrib 201018_at -0.01475748029195373 Attrib 201019_s_at -0.0018720638634940506 Attrib 201020_at 0.03291743674454204 Attrib 201021_s_at 0.022158925828167867 Attrib 201022_s_at -0.052009411820702324 Attrib 201023_at -0.008394028070597142 Attrib 201024_x_at -0.03895685541002762 Attrib 201025_at 0.026347261133714554 Attrib 201026_at 0.029410840804057054 Attrib 201027_s_at -0.0382867482613266 Attrib 201028_s_at -0.03422773883229157 Attrib 201029_s_at -0.01869492935428526 Attrib 201030_x_at 0.021110548104358504 Attrib 201031_s_at -0.013228948646745212 Attrib 201032_at 0.004941757601698757 Attrib 201033_x_at 0.0029649435936393003 Attrib 201034_at -0.01894697844009885 Attrib 201035_s_at -0.021324050620076626 Attrib 201036_s_at -0.0033905394548867634 Attrib 201037_at -0.013298223456000022 Attrib 201038_s_at -0.026420335041988555 Attrib 201039_s_at 0.04594992713393048 Attrib 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Attrib 200714_x_at -0.05979334336494797 Attrib 200715_x_at -0.010772492012765868 Attrib 200716_x_at -0.02691389722184701 Attrib 200717_x_at 0.04183014624293831 Attrib 200718_s_at 0.029690423533373984 Attrib 200719_at -0.014422733898942207 Attrib 200720_s_at -0.04387685224877856 Attrib 200721_s_at 0.04353493409869418 Attrib 200722_s_at -0.023682376444653118 Attrib 200723_s_at 0.02196438168247915 Attrib 200724_at 0.05481890500983106 Attrib 200725_x_at 0.034267166952742546 Attrib 200726_at 0.030409677588708876 Attrib 200727_s_at -0.011494828719287463 Attrib 200728_at -0.03339241787613551 Attrib 200729_s_at 0.002473441322443134 Attrib 200730_s_at -0.03488146193988246 Attrib 200731_s_at -0.0186961049622145 Attrib 200732_s_at -0.01527839658762077 Attrib 200733_s_at -0.010936476416206943 Attrib 200734_s_at 0.052474413545962134 Attrib 200735_x_at -0.05541117654715272 Attrib 200736_s_at -0.01597467366941775 Attrib 200737_at 0.018451594810943602 Attrib 200738_s_at -0.031264233228884074 Attrib 200739_s_at -0.034349179201730924 Attrib 200740_s_at -0.02462944974769215 Attrib 200741_s_at 0.018051713049267695 Attrib 200742_s_at -0.011418350913535848 Attrib 200743_s_at 0.005857450854001289 Attrib 200744_s_at 0.03429706277042388 Attrib 200745_s_at -0.039024448842748034 Attrib 200746_s_at -0.050923350942336014 Attrib 200747_s_at 0.02183901368913378 Attrib 200748_s_at 0.026582018667142028 Attrib 200749_at -0.009807782565991819 Attrib 200750_s_at -0.026184934503024945 Attrib 200751_s_at -0.019072288346692057 Attrib 200752_s_at -0.02159482163279889 Attrib 200753_x_at 0.009037308296439252 Attrib 200754_x_at 0.013661596916591263 Attrib 200755_s_at -0.013896434091280923 Attrib 200756_x_at -0.02544329238696504 Attrib 200757_s_at 0.006686914853319782 Attrib 200758_s_at 0.010383902361776458 Attrib 200759_x_at 0.052385394764780144 Attrib 200760_s_at -0.03831792912041369 Attrib 200761_s_at -0.01261893965731315 Attrib 200762_at 0.03070252146891822 Attrib 200763_s_at -0.010864373790458789 Attrib 200764_s_at -0.07605391269987112 Attrib 200765_x_at -0.05065019237535554 Attrib 200766_at 0.021407954048244995 Attrib 200767_s_at -0.027738821145305403 Attrib 200768_s_at -0.026345065406052713 Attrib 200769_s_at -0.04379127998152344 Attrib 200770_s_at -0.019222403708294495 Attrib 200771_at 0.05129009274780555 Attrib 200772_x_at -0.05736670849361184 Attrib 200773_x_at -0.06246478654574279 Attrib 200774_at -0.056057325388777245 Attrib 200775_s_at 0.02765090595973289 Attrib 200776_s_at 0.015509656078037476 Attrib 200777_s_at 0.016018439105865503 Attrib 200778_s_at 0.064332674009109 Attrib 200779_at -0.02681960468438378 Attrib 200780_x_at -0.005690972017859609 Attrib 200781_s_at -0.05259067291331002 Attrib 200782_at -0.023396108687392374 Attrib 200783_s_at 0.00869050220958742 Attrib 200784_s_at 0.018839705888137312 Attrib 200785_s_at -0.044447273680370804 Attrib 200786_at -0.0016873602233345828 Attrib 200787_s_at -0.019542160902654076 Attrib 200788_s_at 0.023197251082364805 Attrib 200789_at 0.03030074612769919 Attrib 200790_at -0.0025279192452038537 Attrib 200791_s_at -0.06610902540993303 Attrib 200792_at -0.05219603142802246 Attrib 200793_s_at -0.03676860295583223 Attrib 200794_x_at -0.06393318322645732 Attrib 200795_at 0.021286276899995977 Attrib 200796_s_at 0.03080309888136537 Attrib 200797_s_at -0.052380896051901916 Attrib 200798_x_at -0.06589448423030976 Attrib 200799_at -0.04751977405699037 Attrib 200800_s_at -0.0025659741308399087 Attrib 200801_x_at 0.011469210692183226 Attrib 200802_at 0.012070330316442002 Attrib 200803_s_at 0.01425499802180568 Attrib 200804_at -0.026522172428708052 Attrib 200805_at -0.07829880365456911 Attrib 200806_s_at -0.040187414311287 Attrib 200807_s_at -0.052666057999636834 Attrib 200808_s_at -0.041128769084676026 Attrib 200809_x_at 0.013855818078881808 Attrib 200810_s_at -0.021355470873609568 Attrib 200811_at -0.03558565234052831 Attrib 200812_at 0.03222479422989659 Attrib 200813_s_at 0.03780706219974166 Attrib 200814_at 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Attrib 200890_s_at -0.00777588843210511 Attrib 200891_s_at -0.024604585705594196 Attrib 200892_s_at -0.07191183272842103 Attrib 200893_at -0.041302013364741944 Attrib 200894_s_at 0.04117048903964243 Attrib 200895_s_at 0.04369121585734787 Attrib 200896_x_at -0.00930602193613383 Attrib 200897_s_at 0.03933261989781612 Attrib 200898_s_at 0.02127340803678647 Attrib 200899_s_at -0.0019444159256083021 Attrib 200900_s_at -0.02671860126676404 Attrib 200901_s_at 0.014534220363194602 Attrib 200902_at 0.01836420284375167 Attrib 200903_s_at 0.016941819155196113 Attrib 200904_at 0.026061107547542293 Attrib 200905_x_at 0.019011837468634923 Attrib 200906_s_at -0.01773708816687709 Attrib 200907_s_at -0.04536355997621799 Attrib 200908_s_at 0.005480875150582726 Attrib 200909_s_at -0.03317142435399299 Attrib 200910_at -0.04880885996422531 Attrib 200911_s_at 0.016576253997302424 Attrib 200912_s_at -0.03469474717628669 Attrib 200913_at -0.0010521902359380978 Attrib 200914_x_at 0.04773198069831815 Attrib 200915_x_at 0.01889528856346104 Attrib 200916_at -0.038253247497508296 Attrib 200917_s_at 0.039204291422895166 Attrib 200918_s_at 0.008149631186647426 Attrib 200919_at 0.0561338538250009 Attrib 200920_s_at -0.01795915102624555 Attrib 200921_s_at 0.027357032595899954 Attrib 200922_at -0.02289389717378794 Attrib 200923_at 0.00967329105455284 Attrib 200924_s_at 0.026565657489448218 Attrib 200925_at -0.03992118730635569 Attrib 200926_at -0.04138771619464702 Attrib 200927_s_at -0.06527536339507134 Attrib 200928_s_at -0.043203180560639605 Attrib 200929_at 2.9979812321961896E-4 Attrib 200930_s_at 8.677146931768102E-4 Attrib 200931_s_at -0.004889692648113087 Attrib 200932_s_at -0.034875186507480886 Attrib 200933_x_at -0.05144639645986088 Attrib 200934_at -0.018846345998953795 Attrib 200935_at 0.04634755070370665 Attrib 200936_at 0.005926072437735119 Attrib 200937_s_at 0.0099267347475211 Attrib 200938_s_at 0.009669122757802979 Attrib 200939_s_at 0.017803044507475926 Attrib 200940_s_at 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Attrib AFFX-r2-Ec-bioD-3_at 0.04621607648440991 Attrib AFFX-r2-Ec-bioD-5_at 0.048604368227729955 Attrib AFFX-r2-P1-cre-3_at 0.04845748077444447 Attrib AFFX-r2-P1-cre-5_at -0.02455347136696004 Attrib AFFX-ThrX-3_at -0.00407372547542253 Attrib AFFX-ThrX-5_at 0.06266921092023987 Attrib AFFX-ThrX-M_at 0.020968651154868564 Attrib AFFX-TrpnX-3_at 0.020280605762077637 Attrib AFFX-TrpnX-5_at 0.01606151112243439 Attrib AFFX-TrpnX-M_at 0.04967197137359115 Class oral_cavity_cancer Input Node 0 Class normal Input Node 1 Time taken to build model: 2022.27 seconds Time taken to test model on training data: 3.06 seconds === Error on training data === Correctly Classified Instances 98 95.1456 % Incorrectly Classified Instances 5 4.8544 % Kappa statistic 0.8787 Mean absolute error 0.0747 Root mean squared error 0.1948 Relative absolute error 18.3897 % Root relative squared error 43.3078 % Total Number of Instances 103 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,973 0,103 0,960 0,973 0,966 0,879 0,987 0,995 oral_cavity_cancer 0,897 0,027 0,929 0,897 0,912 0,879 0,987 0,966 normal Weighted Avg. 0,951 0,082 0,951 0,951 0,951 0,879 0,987 0,987 === Confusion Matrix === a b <-- classified as 72 2 | a = oral_cavity_cancer 3 26 | b = normal Time taken to perform cross-validation: 4902.12 seconds === Stratified cross-validation === Correctly Classified Instances 85 82.5243 % Incorrectly Classified Instances 18 17.4757 % Kappa statistic 0.5491 Mean absolute error 0.2186 Root mean squared error 0.3508 Relative absolute error 53.654 % Root relative squared error 77.9494 % Total Number of Instances 103 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,905 0,379 0,859 0,905 0,882 0,552 0,892 0,953 oral_cavity_cancer 0,621 0,095 0,720 0,621 0,667 0,552 0,892 0,765 normal Weighted Avg. 0,825 0,299 0,820 0,825 0,821 0,552 0,892 0,900 === Confusion Matrix === a b <-- classified as 67 7 | a = oral_cavity_cancer 11 18 | b = normal