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 -3.6580359389964165 Node 2 0.6216104301031035 Node 3 1.817277625674435 Node 4 2.9786818372711394 Node 5 1.2430965561224838 Node 6 0.26642699875865516 Node 7 0.8247119554564156 Node 8 3.0645504704055666 Node 9 1.9012132987714359 Node 10 1.993810390538714 Node 11 0.44698394640518274 Sigmoid Node 1 Inputs Weights Threshold 3.660669172811945 Node 2 -0.6341648673979178 Node 3 -1.810593936212433 Node 4 -2.9665290927181185 Node 5 -1.2620023808005807 Node 6 -0.3105100441438513 Node 7 -0.792595412392908 Node 8 -3.074140301144262 Node 9 -1.8889461372235294 Node 10 -2.000977520728104 Node 11 -0.4518004060392819 Sigmoid Node 2 Inputs Weights Threshold -0.053315229400863175 Attrib 1007_s_at -0.023139310798178086 Attrib 1053_at -0.026757934842620564 Attrib 117_at 0.014972791130171512 Attrib 121_at -0.020536326155528434 Attrib 1255_g_at -0.04573582050753446 Attrib 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0.029788840796009308 Attrib 200618_at -0.04803927681129791 Attrib 200619_at -0.048309004882359036 Attrib 200620_at 0.016002782107376077 Attrib 200621_at 0.03571978961795642 Attrib 200622_x_at -0.05056218202675084 Attrib 200623_s_at 0.03253539814032058 Attrib 200624_s_at -0.028546962166533674 Attrib 200625_s_at -0.016372209196085813 Attrib 200626_s_at 0.004187767469358195 Attrib 200627_at 0.056170145492056234 Attrib 200628_s_at 0.0288929334631223 Attrib 200629_at -0.030350434870300314 Attrib 200630_x_at 0.04804114582290578 Attrib 200631_s_at 0.0403929083889286 Attrib 200632_s_at 0.04920708188804813 Attrib 200633_at -0.03058978060511999 Attrib 200634_at 0.026547764921351594 Attrib 200635_s_at -0.011607605643761473 Attrib 200636_s_at 0.0383991230599723 Attrib 200637_s_at 0.04229916079143483 Attrib 200638_s_at 0.009260366336646977 Attrib 200639_s_at -0.03543675898484626 Attrib 200640_at -0.011719512137516333 Attrib 200641_s_at 0.0054435082202061585 Attrib 200642_at -0.01760025209204543 Attrib 200643_at -0.03584703091809095 Attrib 200644_at -0.030545183869034036 Attrib 200645_at -0.025644210689939488 Attrib 200646_s_at 0.022105240627173093 Attrib 200647_x_at -0.025582211003660652 Attrib 200648_s_at -0.027292280647790185 Attrib 200649_at 0.008076944247258208 Attrib 200650_s_at 0.02891508334682292 Attrib 200651_at 0.05799446867169878 Attrib 200652_at -0.010583984786050686 Attrib 200653_s_at 0.02699138358649818 Attrib 200654_at 0.014723896999252743 Attrib 200655_s_at -0.018446671545256577 Attrib 200656_s_at -0.019951723411080396 Attrib 200657_at 0.05404313966517627 Attrib 200658_s_at -0.0012159882084730505 Attrib 200659_s_at 0.0015143971676981117 Attrib 200660_at -0.05284063663248564 Attrib 200661_at 0.027849646143649917 Attrib 200662_s_at 0.030433733712730417 Attrib 200663_at 0.04061061854530502 Attrib 200664_s_at -7.955508362872737E-4 Attrib 200665_s_at -0.036744295497463525 Attrib 200666_s_at -2.0217172059399454E-4 Attrib 200667_at 0.014678036976362217 Attrib 200668_s_at -0.03182130294393718 Attrib 200669_s_at 0.028140857353402292 Attrib 200670_at 0.044454284508123665 Attrib 200671_s_at 0.0407597232680789 Attrib 200672_x_at -0.044119921171508154 Attrib 200673_at -0.009711098879804085 Attrib 200674_s_at -0.004808108920952556 Attrib 200675_at -0.014602908100066538 Attrib 200676_s_at -0.03676903236498373 Attrib 200677_at 0.012850646906021229 Attrib 200678_x_at -0.039725769759993715 Attrib 200679_x_at -0.003978915850611331 Attrib 200680_x_at 0.01147364189073141 Attrib 200681_at -0.011514942601529137 Attrib 200682_s_at 0.031509796305557745 Attrib 200683_s_at -0.0291917028000698 Attrib 200684_s_at -0.018906183438287545 Attrib 200685_at -0.0368453646213404 Attrib 200686_s_at 0.04884135481187324 Attrib 200687_s_at -0.027003541141133344 Attrib 200688_at -0.03685020463572114 Attrib 200689_x_at -0.038201592485224804 Attrib 200690_at 0.018564664042954808 Attrib 200691_s_at 0.030871665985810866 Attrib 200692_s_at -0.001230722216835002 Attrib 200693_at 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200798_x_at -0.006941111817786005 Attrib 200799_at 0.019538340507074373 Attrib 200800_s_at -0.04093066474774062 Attrib 200801_x_at 0.043488246394947715 Attrib 200802_at 0.029398853533064876 Attrib 200803_s_at 0.005778414846343546 Attrib 200804_at -0.02036666888072026 Attrib 200805_at 0.01878984859504591 Attrib 200806_s_at 0.038125573716039626 Attrib 200807_s_at -6.811405045365725E-4 Attrib 200808_s_at 0.004132396779005609 Attrib 200809_x_at -0.024016959674138846 Attrib 200810_s_at 0.043172441090115865 Attrib 200811_at 0.014278007023596025 Attrib 200812_at 0.005823380013298167 Attrib 200813_s_at -0.04301203187588502 Attrib 200814_at 0.024585681008575812 Attrib 200815_s_at -0.030146484532577046 Attrib 200816_s_at -0.03318288351981994 Attrib 200817_x_at 0.01364617928584862 Attrib 200818_at 0.043120121159785606 Attrib 200819_s_at 0.02973037800749639 Attrib 200820_at -0.005374772833770417 Attrib 200821_at -0.0245256219723349 Attrib 200822_x_at -0.005278613288202201 Attrib 200823_x_at 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Attrib 200874_s_at 0.005145067596572589 Attrib 200875_s_at 0.0129960700717577 Attrib 200876_s_at -7.693596821516373E-4 Attrib 200877_at -0.014287508370922493 Attrib 200878_at 0.04110776440112792 Attrib 200879_s_at -0.005417216344604893 Attrib 200880_at 0.05212572558701331 Attrib 200881_s_at -0.03957422828171795 Attrib 200882_s_at 0.007149634270263132 Attrib 200883_at 0.016588112351778806 Attrib 200884_at -0.022806082735470273 Attrib 200885_at 0.05093305385030125 Attrib 200886_s_at -0.033855897114777295 Attrib 200887_s_at 0.02829288686881574 Attrib 200888_s_at -0.01671324114180838 Attrib 200889_s_at -0.007277308516055449 Attrib 200890_s_at -0.008734293632023198 Attrib 200891_s_at -0.03021232161957632 Attrib 200892_s_at -0.003924116029603108 Attrib 200893_at -0.03263693637166325 Attrib 200894_s_at -0.043822678580360416 Attrib 200895_s_at -0.017852307064428065 Attrib 200896_x_at 0.0297900705788958 Attrib 200897_s_at 0.011431053258277805 Attrib 200898_s_at 0.03730767637863852 Attrib 200899_s_at -0.029117128246716265 Attrib 200900_s_at 0.01344331327430537 Attrib 200901_s_at -0.03930564301204674 Attrib 200902_at -0.013303508567488458 Attrib 200903_s_at 0.008651515261859127 Attrib 200904_at -0.050097791550968614 Attrib 200905_x_at -0.013098001653642988 Attrib 200906_s_at -0.037559257920618566 Attrib 200907_s_at -0.04741249321826217 Attrib 200908_s_at 0.012606210012815035 Attrib 200909_s_at -0.013526912500389964 Attrib 200910_at -0.0019029510842963713 Attrib 200911_s_at 0.041995154623539664 Attrib 200912_s_at -0.008704498476561373 Attrib 200913_at 0.025381169222337442 Attrib 200914_x_at -0.025458746966495815 Attrib 200915_x_at -0.017209530462166847 Attrib 200916_at 0.039883733731599605 Attrib 200917_s_at 0.005449621473051474 Attrib 200918_s_at -0.022872819269205848 Attrib 200919_at -0.009071464433174178 Attrib 200920_s_at -0.0473963412189903 Attrib 200921_s_at 0.019008698268146614 Attrib 200922_at 0.0043109170284852845 Attrib 200923_at 0.049488547002480426 Attrib 200924_s_at 0.029528393548253328 Attrib 200925_at -0.015051579466277115 Attrib 200926_at -0.02503600867564439 Attrib 200927_s_at 0.039497143149205056 Attrib 200928_s_at -0.012059293951098962 Attrib 200929_at 0.04233342916881744 Attrib 200930_s_at 0.03261358904719266 Attrib 200931_s_at 0.02371344882655159 Attrib 200932_s_at -0.02862412710956201 Attrib 200933_x_at -0.013150420374504411 Attrib 200934_at 0.015213427030005205 Attrib 200935_at 0.014673662277865289 Attrib 200936_at -0.045541219869953686 Attrib 200937_s_at -0.017670436990406168 Attrib 200938_s_at 0.02460876381056832 Attrib 200939_s_at 0.033241441594031716 Attrib 200940_s_at -0.02002249045743393 Attrib 200941_at -0.0017636465929759908 Attrib 200942_s_at 0.008666644798688962 Attrib 200943_at 0.027390629984485354 Attrib 200944_s_at 0.004887238337441818 Attrib 200945_s_at -0.005726893094350219 Attrib 200946_x_at 0.05777049736262114 Attrib 200947_s_at 0.0486340727197875 Attrib 200948_at -0.046351718001635504 Attrib 200949_x_at 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Attrib 200975_at -0.011753663448346153 Attrib 200976_s_at 0.04470239848406844 Attrib 200977_s_at -0.008840087192444952 Attrib 200978_at -0.02946104672163127 Attrib 200979_at -0.046132860599977434 Attrib 200980_s_at 0.042101277356346924 Attrib 200981_x_at 0.029649406031488888 Attrib 200982_s_at -0.04715849187919829 Attrib 200983_x_at -0.001144962122803174 Attrib 200984_s_at 0.02671332185781163 Attrib 200985_s_at -0.057177495070497505 Attrib 200986_at 0.026379312047024425 Attrib 200987_x_at -0.051715434005816865 Attrib 200988_s_at 0.01802545430606129 Attrib 200989_at -0.006378533116692704 Attrib 200990_at 0.01537236727277182 Attrib 200991_s_at 0.017526955090516636 Attrib 200992_at 0.017013953741224816 Attrib 200993_at -0.022453401882119084 Attrib 200994_at -0.028886908687094676 Attrib 200995_at 0.0061567300140446665 Attrib 200996_at -0.00961002187884203 Attrib 200997_at -0.026171162983835934 Attrib 200998_s_at 0.021235142741626543 Attrib 200999_s_at 0.0029982642084816938 Attrib 201000_at 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Attrib 200787_s_at 0.04508588911770537 Attrib 200788_s_at -0.006351463387220791 Attrib 200789_at 0.03183876312356011 Attrib 200790_at -0.00913678371913563 Attrib 200791_s_at -0.01571530187605782 Attrib 200792_at -0.038523144619152336 Attrib 200793_s_at -0.008269207407464563 Attrib 200794_x_at 0.017080080339523667 Attrib 200795_at -0.05090761774853249 Attrib 200796_s_at -0.009849246184990315 Attrib 200797_s_at 0.004600185150090736 Attrib 200798_x_at -0.05137203691284401 Attrib 200799_at -0.05685754000287662 Attrib 200800_s_at 0.02007646945117543 Attrib 200801_x_at 0.023597149922285857 Attrib 200802_at -0.002308131997756352 Attrib 200803_s_at 0.028575384947349732 Attrib 200804_at 0.004016947757527473 Attrib 200805_at 0.015240914283107445 Attrib 200806_s_at -0.024354844293452423 Attrib 200807_s_at 0.02129140553534933 Attrib 200808_s_at -0.029162308526376256 Attrib 200809_x_at 0.04937124654638117 Attrib 200810_s_at -0.014694695555996047 Attrib 200811_at -0.038219428602451866 Attrib 200812_at 0.015981603207966783 Attrib 200813_s_at 0.03790740726343586 Attrib 200814_at 0.011724157371967006 Attrib 200815_s_at 0.029638360647048372 Attrib 200816_s_at -0.04510413298169336 Attrib 200817_x_at -0.03802367955855209 Attrib 200818_at 0.04467248727872027 Attrib 200819_s_at -0.018189766007304684 Attrib 200820_at -0.018182314275759566 Attrib 200821_at 0.011209745653137931 Attrib 200822_x_at 0.023055796935296323 Attrib 200823_x_at 0.05468150544222823 Attrib 200824_at 0.0012398219817577863 Attrib 200825_s_at 0.04194369102048453 Attrib 200826_at 0.011150133417364245 Attrib 200827_at 0.02852398767159286 Attrib 200828_s_at -0.04145851458292043 Attrib 200829_x_at -0.04701767812885586 Attrib 200830_at 0.041386734536260295 Attrib 200831_s_at -0.02478169724394129 Attrib 200832_s_at 0.034614584821579565 Attrib 200833_s_at 0.007888922236143795 Attrib 200834_s_at -0.002469828062633939 Attrib 200835_s_at 0.014439941325178764 Attrib 200836_s_at -0.038238676367833874 Attrib 200837_at 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Attrib 201013_s_at -0.03320663851748159 Attrib 201014_s_at 0.04472870801400689 Attrib 201015_s_at -0.03270782687210823 Attrib 201016_at 2.678596307506757E-4 Attrib 201017_at 0.018670074099817437 Attrib 201018_at 0.03517742691542567 Attrib 201019_s_at -0.02147549622134516 Attrib 201020_at 0.033619167538814054 Attrib 201021_s_at -0.01949907505485679 Attrib 201022_s_at 0.013264286360363711 Attrib 201023_at 0.03297955336028596 Attrib 201024_x_at 0.04375313424603841 Attrib 201025_at -0.001440384443744296 Attrib 201026_at 0.05092344029786949 Attrib 201027_s_at 0.011354023798559449 Attrib 201028_s_at 0.0024600619700658657 Attrib 201029_s_at 0.023813912569119598 Attrib 201030_x_at 0.012857873203313844 Attrib 201031_s_at 0.036215787772012245 Attrib 201032_at 0.037306282410546295 Attrib 201033_x_at -0.041400697107123866 Attrib 201034_at -0.04982771883136953 Attrib 201035_s_at -0.023332032242927358 Attrib 201036_s_at 0.04266108625326266 Attrib 201037_at -0.006472530948789195 Attrib 201038_s_at 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Attrib 200729_s_at 0.019716741434405508 Attrib 200730_s_at 0.021370777645763023 Attrib 200731_s_at -0.037779366387103025 Attrib 200732_s_at -0.007895339186338628 Attrib 200733_s_at 0.046356337623709255 Attrib 200734_s_at 0.03511510581862594 Attrib 200735_x_at 0.0296973524880426 Attrib 200736_s_at -0.03256748922052156 Attrib 200737_at -0.041052779985826966 Attrib 200738_s_at -0.03264231437064297 Attrib 200739_s_at -0.010933265063185767 Attrib 200740_s_at 0.02053275808269113 Attrib 200741_s_at 0.00802817871215658 Attrib 200742_s_at 0.03896830994945713 Attrib 200743_s_at -0.015674360468284788 Attrib 200744_s_at 0.026205862017163645 Attrib 200745_s_at -0.029551565986728985 Attrib 200746_s_at 0.015381616203790586 Attrib 200747_s_at 0.023219489501539205 Attrib 200748_s_at -0.032984399966875654 Attrib 200749_at -0.03630387884065832 Attrib 200750_s_at -0.01202711647201895 Attrib 200751_s_at 0.04808074393924416 Attrib 200752_s_at 0.010943757068441726 Attrib 200753_x_at 0.019015498171099984 Attrib 200754_x_at -0.04061090836868986 Attrib 200755_s_at -0.03814457245446124 Attrib 200756_x_at 0.040710618435055294 Attrib 200757_s_at -0.02594792504964543 Attrib 200758_s_at -0.035224222620767416 Attrib 200759_x_at 0.008940534706728403 Attrib 200760_s_at 0.011711901143172864 Attrib 200761_s_at 0.04019323930572451 Attrib 200762_at 0.04773679834957737 Attrib 200763_s_at -0.028654002312205357 Attrib 200764_s_at -0.04250503170916773 Attrib 200765_x_at -0.017242869681814224 Attrib 200766_at -0.05668570857953656 Attrib 200767_s_at -0.04854729361705953 Attrib 200768_s_at -0.04263089293025806 Attrib 200769_s_at 0.027949787603952836 Attrib 200770_s_at 0.049625775182103725 Attrib 200771_at 0.022327348145128427 Attrib 200772_x_at -0.0019446391187955155 Attrib 200773_x_at -0.008452507855217816 Attrib 200774_at -0.0301515545757521 Attrib 200775_s_at 0.04636729905503145 Attrib 200776_s_at -0.03418260069046804 Attrib 200777_s_at -0.02704798918803203 Attrib 200778_s_at -0.0021616269603668184 Attrib 200779_at 0.016697384367567476 Attrib 200780_x_at -0.039691011923775214 Attrib 200781_s_at 0.034456869659266746 Attrib 200782_at -0.041019894052225066 Attrib 200783_s_at 0.004305980784590268 Attrib 200784_s_at 0.026588220186345577 Attrib 200785_s_at 0.0029560498914194835 Attrib 200786_at 0.04770681668387569 Attrib 200787_s_at 0.01205988085009223 Attrib 200788_s_at 0.04545512984152787 Attrib 200789_at -0.03320845185571742 Attrib 200790_at -0.02928186523863876 Attrib 200791_s_at 0.03506542773817608 Attrib 200792_at -0.03951472770542127 Attrib 200793_s_at -0.0400367775313916 Attrib 200794_x_at -0.051488692897471294 Attrib 200795_at 0.002305670289896026 Attrib 200796_s_at 0.024661996879596425 Attrib 200797_s_at 2.8610327932373836E-4 Attrib 200798_x_at -0.0033861463469178612 Attrib 200799_at -0.05104330325914963 Attrib 200800_s_at 0.02170616429092952 Attrib 200801_x_at 1.8728904278005572E-4 Attrib 200802_at 0.03133215129726222 Attrib 200803_s_at 0.022859092489048913 Attrib 200804_at 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Attrib 200830_at -0.007555891528991667 Attrib 200831_s_at -0.041372588246216965 Attrib 200832_s_at -0.04638802932696529 Attrib 200833_s_at 0.023227200004834837 Attrib 200834_s_at 0.025666320923249792 Attrib 200835_s_at -0.0026511411982511578 Attrib 200836_s_at 0.04637974431376771 Attrib 200837_at -0.010045495062555322 Attrib 200838_at 0.00963975863683719 Attrib 200839_s_at -0.018963671629456707 Attrib 200840_at -0.033630732671993985 Attrib 200841_s_at -0.02354898050653963 Attrib 200842_s_at 0.005646698296714341 Attrib 200843_s_at 0.01905075464045856 Attrib 200844_s_at -0.03359586916651403 Attrib 200845_s_at -0.020104097492151418 Attrib 200846_s_at -0.006560351820678236 Attrib 200847_s_at 0.03192188766605446 Attrib 200848_at -0.001970957463386502 Attrib 200849_s_at -0.039854156018278006 Attrib 200850_s_at 0.007276019321951704 Attrib 200851_s_at 0.014992026065871387 Attrib 200852_x_at 0.012630668975068432 Attrib 200853_at -4.309811307691744E-4 Attrib 200854_at -0.013337110303291554 Attrib 200855_at -0.006116202452826214 Attrib 200856_x_at 8.147587145576713E-6 Attrib 200857_s_at -0.038313217752324054 Attrib 200858_s_at 0.025228439563213478 Attrib 200859_x_at -0.030417369393240176 Attrib 200860_s_at -0.009604414136620026 Attrib 200861_at 0.011787260396873039 Attrib 200862_at -0.02384506423680683 Attrib 200863_s_at -0.035394256098418446 Attrib 200864_s_at 0.030358402467387465 Attrib 200865_at -0.041576091405186755 Attrib 200866_s_at 0.04387265470370742 Attrib 200867_at 0.044424484303913644 Attrib 200868_s_at -0.020756740754015887 Attrib 200869_at -0.024803480409991318 Attrib 200870_at 0.026723431127764572 Attrib 200871_s_at 0.033490588456988886 Attrib 200872_at 0.029500484302071906 Attrib 200873_s_at -0.0228672690991656 Attrib 200874_s_at 0.04484762171112628 Attrib 200875_s_at 0.024235744009808366 Attrib 200876_s_at 0.03143324980546525 Attrib 200877_at 0.050458154182943714 Attrib 200878_at 0.04588314828582321 Attrib 200879_s_at 0.017771935306441215 Attrib 200880_at 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Attrib 200621_at -7.294342732539126E-4 Attrib 200622_x_at 0.004163339611951579 Attrib 200623_s_at -0.031497475607167695 Attrib 200624_s_at 0.043906738356181016 Attrib 200625_s_at -0.005498320612183354 Attrib 200626_s_at -0.04060055171089837 Attrib 200627_at -0.014752717586716138 Attrib 200628_s_at -0.049505474941417514 Attrib 200629_at -0.021748601841436982 Attrib 200630_x_at -0.0362482031551565 Attrib 200631_s_at -0.010738703296947802 Attrib 200632_s_at -0.039888626423052416 Attrib 200633_at -0.02085656311594824 Attrib 200634_at 0.030572562082989564 Attrib 200635_s_at -0.04558596551261789 Attrib 200636_s_at -0.03806316059839326 Attrib 200637_s_at 0.01119978937223004 Attrib 200638_s_at -0.009955174093970037 Attrib 200639_s_at 0.045344798961758054 Attrib 200640_at 0.03410260252280061 Attrib 200641_s_at -0.013794803488080536 Attrib 200642_at 0.05059272140450697 Attrib 200643_at 0.008526980641903324 Attrib 200644_at 0.047945420257190126 Attrib 200645_at 0.012503913433369382 Attrib 200646_s_at 0.02181588632388989 Attrib 200647_x_at -0.03544780349438984 Attrib 200648_s_at -0.03580675523485475 Attrib 200649_at 0.010882364925685502 Attrib 200650_s_at -0.04972903276126752 Attrib 200651_at 0.042002092674347735 Attrib 200652_at 0.034373634230935646 Attrib 200653_s_at -0.04689835523964985 Attrib 200654_at -0.05404573134983497 Attrib 200655_s_at -0.02189819694540664 Attrib 200656_s_at -0.05044674898718933 Attrib 200657_at 0.02756195234469156 Attrib 200658_s_at 0.024465032948785163 Attrib 200659_s_at -0.03504139948618439 Attrib 200660_at -0.032773964889692885 Attrib 200661_at -0.01507288112532951 Attrib 200662_s_at 0.015537145022337025 Attrib 200663_at -0.016461451055626228 Attrib 200664_s_at 0.015675210343203995 Attrib 200665_s_at 0.0231114090063499 Attrib 200666_s_at -0.05050694604383903 Attrib 200667_at -0.02370933668371815 Attrib 200668_s_at 0.03851277323517611 Attrib 200669_s_at -0.028537349578804556 Attrib 200670_at -0.03501050693068351 Attrib 200671_s_at 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0.02028855736609791 Attrib 200722_s_at 0.023817930649454536 Attrib 200723_s_at 0.024656219468555292 Attrib 200724_at 0.006662371932780695 Attrib 200725_x_at 0.040123283462780886 Attrib 200726_at 0.042143953844209464 Attrib 200727_s_at -0.05581208012392848 Attrib 200728_at -0.04786002711025248 Attrib 200729_s_at 0.038734651027495196 Attrib 200730_s_at 0.00742870480950903 Attrib 200731_s_at 1.8852059788287747E-4 Attrib 200732_s_at 0.0013087529261458892 Attrib 200733_s_at 0.01306911896295024 Attrib 200734_s_at -0.049135502563005314 Attrib 200735_x_at -0.009130093975693612 Attrib 200736_s_at -0.022534038227374726 Attrib 200737_at 0.04125204670238346 Attrib 200738_s_at 0.03779973284222826 Attrib 200739_s_at -0.02616422397126583 Attrib 200740_s_at 0.012709687222927105 Attrib 200741_s_at 0.03401900804085645 Attrib 200742_s_at -0.037897123488390805 Attrib 200743_s_at 0.040164620938022616 Attrib 200744_s_at -0.013033657434786936 Attrib 200745_s_at 0.008866480711523943 Attrib 200746_s_at 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Attrib 200040_at 0.0022735870204125823 Attrib 200041_s_at 0.02379762799846565 Attrib 200042_at 0.014614315123944996 Attrib 200043_at 0.05922033383299893 Attrib 200044_at -0.02194389007198854 Attrib 200045_at 0.02128845395660339 Attrib 200046_at -0.021087590132696815 Attrib 200047_s_at 0.036758071837626506 Attrib 200048_s_at 0.027495370039263077 Attrib 200049_at 0.04349590542161379 Attrib 200050_at 0.0014795758069903972 Attrib 200051_at 0.037251055640832816 Attrib 200052_s_at 0.025100234491087746 Attrib 200053_at 0.038476479574011214 Attrib 200054_at -8.912032920550216E-4 Attrib 200055_at -0.00868616130989161 Attrib 200056_s_at 0.012813283178898719 Attrib 200057_s_at 0.03388312608035432 Attrib 200058_s_at 0.007771817081982912 Attrib 200059_s_at 0.015176465012511122 Attrib 200060_s_at 0.046746685073036684 Attrib 200061_s_at 0.010598916201306562 Attrib 200062_s_at 0.052414194100558656 Attrib 200063_s_at -0.02755170299454911 Attrib 200064_at 0.045171247084292133 Attrib 200065_s_at 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Attrib 200634_at -0.03026546975809597 Attrib 200635_s_at -0.01757524992820156 Attrib 200636_s_at 0.03344825079196867 Attrib 200637_s_at -0.01786512562604795 Attrib 200638_s_at -0.024156020976318297 Attrib 200639_s_at 0.017908991512909415 Attrib 200640_at 0.009511894818012175 Attrib 200641_s_at -0.04926842150395906 Attrib 200642_at 0.04330482659325595 Attrib 200643_at 0.007889318440697074 Attrib 200644_at 0.025119368112255815 Attrib 200645_at -0.0021658364499834797 Attrib 200646_s_at 0.018985041732480976 Attrib 200647_x_at 0.003889520617498153 Attrib 200648_s_at 0.005367566105982051 Attrib 200649_at 0.023480069209865197 Attrib 200650_s_at -0.01659127446494165 Attrib 200651_at 0.013228649783615183 Attrib 200652_at -0.024635808719431825 Attrib 200653_s_at -0.04655594830323371 Attrib 200654_at -0.006924929897131797 Attrib 200655_s_at -0.027916987224240984 Attrib 200656_s_at -9.254197510029454E-4 Attrib 200657_at 0.030845278787840137 Attrib 200658_s_at 0.0074276041642822215 Attrib 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Attrib 200835_s_at -0.004506801818644414 Attrib 200836_s_at -0.03344412005380031 Attrib 200837_at 0.0076940125161259875 Attrib 200838_at 0.026513901137618614 Attrib 200839_s_at -0.001694491316285316 Attrib 200840_at -0.024432427099796077 Attrib 200841_s_at 0.03240148002238334 Attrib 200842_s_at 0.023070639840387947 Attrib 200843_s_at 0.004568090417397465 Attrib 200844_s_at -0.01179166003210741 Attrib 200845_s_at 0.03873360619079551 Attrib 200846_s_at 0.03299034897753272 Attrib 200847_s_at 0.021436295951852345 Attrib 200848_at -0.044344801242722554 Attrib 200849_s_at 0.01838133032031715 Attrib 200850_s_at 0.01997429730223629 Attrib 200851_s_at 0.028733637591304394 Attrib 200852_x_at -0.03390654021932022 Attrib 200853_at 0.001577119844254072 Attrib 200854_at 0.03596231988147301 Attrib 200855_at -0.023006676149567414 Attrib 200856_x_at -0.044781637813659125 Attrib 200857_s_at -0.01784830520053438 Attrib 200858_s_at 0.050496752320108175 Attrib 200859_x_at -0.007279803635883522 Attrib 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Attrib 200077_s_at -0.009364537145965258 Attrib 200078_s_at 0.03255441805733898 Attrib 200079_s_at -0.029764642843276092 Attrib 200080_s_at 0.047395840985199174 Attrib 200081_s_at -0.028274276021162177 Attrib 200082_s_at 0.029790414760271194 Attrib 200083_at 0.011451233660586277 Attrib 200084_at 0.005719273705215764 Attrib 200085_s_at -0.01338454803745727 Attrib 200086_s_at -0.015435336386626882 Attrib 200087_s_at -0.04486176136656177 Attrib 200088_x_at -0.026080425002500296 Attrib 200089_s_at 0.01939809297562689 Attrib 200090_at -0.019380574675488215 Attrib 200091_s_at 0.021071843649831962 Attrib 200092_s_at -0.00670520173016504 Attrib 200093_s_at 0.043250042451528005 Attrib 200094_s_at -0.010873167614115758 Attrib 200095_x_at -0.01441500198164193 Attrib 200096_s_at -0.017873510089800846 Attrib 200097_s_at 0.03701423487179084 Attrib 200098_s_at 0.0061369986212653806 Attrib 200099_s_at -0.02417102768745345 Attrib 200593_s_at 0.007318142375806013 Attrib 200594_x_at 0.03215634339699065 Attrib 200595_s_at 0.005538517182275849 Attrib 200596_s_at 0.03228499219253571 Attrib 200597_at -0.023814975725672257 Attrib 200598_s_at -0.016621541217887417 Attrib 200599_s_at -0.03524179388531124 Attrib 200600_at 0.03720050852206037 Attrib 200601_at -0.002037718245548957 Attrib 200602_at -0.022134502830606625 Attrib 200603_at -0.012711288005790772 Attrib 200604_s_at -0.006889459318559517 Attrib 200605_s_at -0.021274996371132626 Attrib 200606_at -0.01934003753612121 Attrib 200607_s_at -0.04223588376126485 Attrib 200608_s_at -0.00242175891549667 Attrib 200609_s_at 0.036216933991489286 Attrib 200610_s_at 0.034968580634409156 Attrib 200611_s_at -0.03804265473455322 Attrib 200612_s_at -0.02174760731990228 Attrib 200613_at 0.0303256095707412 Attrib 200614_at -0.019608490292722106 Attrib 200615_s_at 0.0020972246384637675 Attrib 200616_s_at -0.01864442636629974 Attrib 200617_at -0.04295408255747241 Attrib 200618_at -0.01878261143938474 Attrib 200619_at 0.012484573560383324 Attrib 200620_at 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Attrib 200646_s_at -0.029813741730262657 Attrib 200647_x_at 0.03513446821746336 Attrib 200648_s_at 0.04458223448831501 Attrib 200649_at 0.007154445341880106 Attrib 200650_s_at -0.005898967869780629 Attrib 200651_at 0.03365934601714595 Attrib 200652_at 0.03493682504580175 Attrib 200653_s_at -0.047813184386900714 Attrib 200654_at 0.044299461829948324 Attrib 200655_s_at 0.04061560199540564 Attrib 200656_s_at 0.026276924566768254 Attrib 200657_at 0.009071358321763073 Attrib 200658_s_at 0.04886695624531226 Attrib 200659_s_at -0.04846362229692671 Attrib 200660_at 0.04765293754023196 Attrib 200661_at -0.014136329890093703 Attrib 200662_s_at -0.0073627804802298275 Attrib 200663_at -0.03951310060299899 Attrib 200664_s_at -0.028349372863581312 Attrib 200665_s_at -0.0042408151704612295 Attrib 200666_s_at -0.012175374006957616 Attrib 200667_at 0.020523032827149502 Attrib 200668_s_at 0.001667686182768319 Attrib 200669_s_at -0.046379306499842884 Attrib 200670_at -0.01284932039541217 Attrib 200671_s_at 0.020143117266319413 Attrib 200672_x_at 0.03069319921642164 Attrib 200673_at -0.018239246913076518 Attrib 200674_s_at 0.003862754747200267 Attrib 200675_at -0.010556011715504032 Attrib 200676_s_at 0.009230927197825142 Attrib 200677_at -0.043882841272891014 Attrib 200678_x_at -0.025218010614941704 Attrib 200679_x_at 0.044205912066182955 Attrib 200680_x_at -0.020489806783937452 Attrib 200681_at 0.0010177222734681316 Attrib 200682_s_at 0.01812202881902927 Attrib 200683_s_at 0.041993243685386296 Attrib 200684_s_at 0.041409069309938436 Attrib 200685_at 0.029773989330033505 Attrib 200686_s_at -0.014670777406376456 Attrib 200687_s_at 0.003235782153581868 Attrib 200688_at -0.012640050587849446 Attrib 200689_x_at 0.045643066616776994 Attrib 200690_at 0.029662221488468483 Attrib 200691_s_at -0.020375284893657298 Attrib 200692_s_at 0.048303558896732414 Attrib 200693_at -0.015509993160036126 Attrib 200694_s_at -0.019951016368470353 Attrib 200695_at 0.004711664188138216 Attrib 200696_s_at -0.017622403694132312 Attrib 200697_at -0.04404765078684234 Attrib 200698_at -0.011328917968207978 Attrib 200699_at 0.006163278874182103 Attrib 200700_s_at 0.0298005689878758 Attrib 200701_at -0.025732420338120218 Attrib 200702_s_at -0.02156266100453551 Attrib 200703_at -0.0018713161329012651 Attrib 200704_at 0.0243383330113209 Attrib 200705_s_at 0.020800038016006456 Attrib 200706_s_at 0.046762714811267994 Attrib 200707_at 0.02800795065468331 Attrib 200708_at -0.022000441106527106 Attrib 200709_at 0.030746900321520474 Attrib 200710_at -0.05134441055827134 Attrib 200711_s_at 0.026709947243319217 Attrib 200712_s_at 0.024650092406235828 Attrib 200713_s_at 0.023947925837518754 Attrib 200714_x_at -0.04928487829810793 Attrib 200715_x_at 0.04747395068716896 Attrib 200716_x_at 0.03671042597164893 Attrib 200717_x_at -0.0016785902569244834 Attrib 200718_s_at 0.02187823818409631 Attrib 200719_at 0.006926170500155595 Attrib 200720_s_at -0.02637689519092814 Attrib 200721_s_at 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200746_s_at 0.04485382239479711 Attrib 200747_s_at 0.004054422863847885 Attrib 200748_s_at -0.006562458932622723 Attrib 200749_at -0.009641805161987444 Attrib 200750_s_at 0.055348798229139115 Attrib 200751_s_at -0.012828433790173059 Attrib 200752_s_at -0.012102490234343498 Attrib 200753_x_at 0.04839721854958061 Attrib 200754_x_at -0.003795654167210994 Attrib 200755_s_at -0.043564937963142016 Attrib 200756_x_at -0.01479680888274991 Attrib 200757_s_at 0.03857788242993528 Attrib 200758_s_at 0.050414358489750094 Attrib 200759_x_at 0.00845871198903268 Attrib 200760_s_at -0.01581919904081666 Attrib 200761_s_at 0.036443211119815536 Attrib 200762_at 0.04852270416084296 Attrib 200763_s_at -0.031841700709882605 Attrib 200764_s_at -0.03806364373520306 Attrib 200765_x_at -0.024376546023444256 Attrib 200766_at -0.009754282749458098 Attrib 200767_s_at -0.024092428445563113 Attrib 200768_s_at -0.031641017001155985 Attrib 200769_s_at -0.046015904691697994 Attrib 200770_s_at -0.028948120469884785 Attrib 200771_at 0.034996724398677515 Attrib 200772_x_at -0.013912799772106724 Attrib 200773_x_at 0.03412251465954316 Attrib 200774_at 0.038056901489973316 Attrib 200775_s_at -0.014848901878374803 Attrib 200776_s_at 0.010010863036288859 Attrib 200777_s_at 0.05339499018347618 Attrib 200778_s_at -0.012022516288673839 Attrib 200779_at 0.031611049025029814 Attrib 200780_x_at -0.04347205486319587 Attrib 200781_s_at 0.03787336723619301 Attrib 200782_at 0.018429636658518378 Attrib 200783_s_at 0.026563264898801887 Attrib 200784_s_at -0.008555636926152129 Attrib 200785_s_at -0.03499926546760057 Attrib 200786_at -0.03542885805107647 Attrib 200787_s_at 0.02750564123114866 Attrib 200788_s_at 0.007294920057798831 Attrib 200789_at -0.04672525112493073 Attrib 200790_at 0.002602315497860711 Attrib 200791_s_at -0.04165562565247655 Attrib 200792_at -0.04234446383930179 Attrib 200793_s_at 0.011337578677054724 Attrib 200794_x_at 0.00923947530142322 Attrib 200795_at -0.027090564798387673 Attrib 200796_s_at 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Attrib 200822_x_at -0.016646078764064445 Attrib 200823_x_at -0.035933882051817974 Attrib 200824_at 0.04370486848992233 Attrib 200825_s_at 0.02427407499818973 Attrib 200826_at -0.0076197487590068495 Attrib 200827_at -0.001673372069067908 Attrib 200828_s_at 0.041463440999095484 Attrib 200829_x_at 0.02402017977610799 Attrib 200830_at -0.007719865873045795 Attrib 200831_s_at -0.018562922117081 Attrib 200832_s_at 0.04443565112124563 Attrib 200833_s_at -0.0020471002242803877 Attrib 200834_s_at -0.022746811455194714 Attrib 200835_s_at -0.025372076248324514 Attrib 200836_s_at 0.012892316400811704 Attrib 200837_at -0.05127272031285928 Attrib 200838_at -0.015017215283061802 Attrib 200839_s_at 0.040759596354054725 Attrib 200840_at -0.0066149303605680205 Attrib 200841_s_at 0.032211387568856754 Attrib 200842_s_at -0.03356128490382403 Attrib 200843_s_at -0.0377553951081156 Attrib 200844_s_at 0.026420420316649464 Attrib 200845_s_at 0.05129308127753071 Attrib 200846_s_at -0.028489852473034722 Attrib 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Attrib 200061_s_at 0.017825177214166397 Attrib 200062_s_at -0.015198910174744892 Attrib 200063_s_at -2.7651891096056513E-4 Attrib 200064_at 0.00783901420024054 Attrib 200065_s_at 0.018564181126585158 Attrib 200066_at -0.0017849262641993831 Attrib 200067_x_at 0.027260617671615767 Attrib 200068_s_at -0.018530063439672225 Attrib 200069_at 0.012885063759538053 Attrib 200070_at -0.02535542354278777 Attrib 200071_at 0.0288353242420785 Attrib 200072_s_at -0.0026882985507838387 Attrib 200073_s_at 0.008761917387527976 Attrib 200074_s_at -0.013824307494897025 Attrib 200075_s_at 0.03189103788274167 Attrib 200076_s_at -0.029284666867555858 Attrib 200077_s_at 0.03719274957523659 Attrib 200078_s_at 0.03597243271389644 Attrib 200079_s_at -0.0035225305755559218 Attrib 200080_s_at -0.04321524056613206 Attrib 200081_s_at 0.038899521098290736 Attrib 200082_s_at -0.007021254207095843 Attrib 200083_at -0.01590622463892644 Attrib 200084_at 0.04468967273671074 Attrib 200085_s_at -0.03471365539251743 Attrib 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0.011846481396871781 Attrib AFFX-r2-Ec-bioB-M_at -0.03494975888121477 Attrib AFFX-r2-Ec-bioC-3_at -0.013373171986098987 Attrib AFFX-r2-Ec-bioC-5_at -3.5242333683168384E-4 Attrib AFFX-r2-Ec-bioD-3_at 0.011330639444835621 Attrib AFFX-r2-Ec-bioD-5_at 0.03975439552395752 Attrib AFFX-r2-P1-cre-3_at 0.04411620535067655 Attrib AFFX-r2-P1-cre-5_at 0.01821618110513277 Attrib AFFX-ThrX-3_at 0.03890579604332678 Attrib AFFX-ThrX-5_at -0.01047780014894795 Attrib AFFX-ThrX-M_at 0.008772497405511495 Attrib AFFX-TrpnX-3_at -0.044258124909274776 Attrib AFFX-TrpnX-5_at 0.020927696493220755 Attrib AFFX-TrpnX-M_at 0.009681202181797252 Class JMML Input Node 0 Class normal Input Node 1 Time taken to build model: 894.55 seconds Time taken to test model on training data: 1.38 seconds === Error on training data === Correctly Classified Instances 46 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0081 Root mean squared error 0.0161 Relative absolute error 2.5028 % Root relative squared error 4.0621 % Total Number of Instances 46 === 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 JMML 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 37 0 | a = JMML 0 9 | b = normal Time taken to perform cross-validation: 2000.9 seconds === Stratified cross-validation === Correctly Classified Instances 40 86.9565 % Incorrectly Classified Instances 6 13.0435 % Kappa statistic 0.5856 Mean absolute error 0.1372 Root mean squared error 0.3132 Relative absolute error 42.0721 % Root relative squared error 78.8407 % Total Number of Instances 46 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,919 0,333 0,919 0,919 0,919 0,586 0,922 0,979 JMML 0,667 0,081 0,667 0,667 0,667 0,586 0,922 0,807 normal Weighted Avg. 0,870 0,284 0,870 0,870 0,870 0,586 0,922 0,946 === Confusion Matrix === a b <-- classified as 34 3 | a = JMML 3 6 | b = normal