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 -0.3998116051753623 Node 2 -0.9232918173102775 Node 3 0.5308265012831193 Node 4 -1.8251921488768355 Node 5 0.37679034945927675 Node 6 0.9447122061850463 Node 7 0.9167991961519603 Node 8 1.4867306764694361 Node 9 0.8288313488411232 Node 10 -1.753730768786958 Node 11 -0.8047747469320021 Sigmoid Node 1 Inputs Weights Threshold 0.36979275650716575 Node 2 0.8841540341564899 Node 3 -0.5055912367019841 Node 4 1.8368935009772096 Node 5 -0.377510206751904 Node 6 -0.9602229418887601 Node 7 -0.8791504789032573 Node 8 -1.4789735649105094 Node 9 -0.8393168333297355 Node 10 1.783921258660269 Node 11 0.8085926568353861 Sigmoid Node 2 Inputs Weights Threshold 0.047996207053043194 Attrib 1007_s_at -0.018396238636057903 Attrib 1053_at 0.049898588105460745 Attrib 117_at 0.03482074559452674 Attrib 121_at -0.02207208184882299 Attrib 1255_g_at -0.014728847225370562 Attrib 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1552319_a_at -0.04623064260924829 Attrib 1552320_a_at 0.0025386661668258684 Attrib 1552321_a_at 0.04808197792117796 Attrib 1552322_at -0.04534000191875367 Attrib 1552323_s_at 0.007485950830472346 Attrib 1552325_at -0.025269919370659796 Attrib 1552326_a_at -0.005937747855914687 Attrib 1552327_at 0.008876260964736512 Attrib 1552329_at -0.025207454543029095 Attrib 1552330_at 0.003938459267895147 Attrib 1552332_at -0.02148635076889609 Attrib 1552334_at -0.0393628422306936 Attrib 1552335_at 0.004979132683523378 Attrib 1552337_s_at -0.04774953933535797 Attrib 1552338_at 0.017897801704718313 Attrib 1552340_at 0.019749947850022414 Attrib 1552343_s_at 0.01850793086895221 Attrib 1552344_s_at -0.04133600306091998 Attrib 1552347_at -0.0071320666975807565 Attrib 1552348_at 0.032533476397110205 Attrib 1552349_a_at 0.03711435929516733 Attrib 1552354_at 0.021590997113453792 Attrib 1552355_s_at -0.019852435091241696 Attrib 1552359_at -0.01140081840132963 Attrib 1552360_a_at 0.036605521613734496 Attrib 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Attrib 200663_at -0.006577518346922582 Attrib 200664_s_at -0.03523056038511582 Attrib 200665_s_at -0.03889841968388132 Attrib 200666_s_at -0.050665041074494245 Attrib 200667_at -0.03777448963210184 Attrib 200668_s_at -0.008070013573621703 Attrib 200669_s_at 0.023812691067399083 Attrib 200670_at -0.011816538548062406 Attrib 200671_s_at 0.01277220906726983 Attrib 200672_x_at 0.04325461092437759 Attrib 200673_at 5.691857087417739E-4 Attrib 200674_s_at -0.01880709926308202 Attrib 200675_at -0.003690059071120498 Attrib 200676_s_at 0.0359520201991546 Attrib 200677_at -0.042988136273746244 Attrib 200678_x_at 0.004784119493549752 Attrib 200679_x_at 0.041674729734842174 Attrib 200680_x_at -0.02466666757391886 Attrib 200681_at -0.02231630247236289 Attrib 200682_s_at -0.003923855043586856 Attrib 200683_s_at 0.04440868671170329 Attrib 200684_s_at 0.035404877734816625 Attrib 200685_at -0.009913177043579718 Attrib 200686_s_at 0.008392531329766237 Attrib 200687_s_at -0.014422532556500356 Attrib 200688_at 0.004411486491885254 Attrib 200689_x_at -0.04109997606372787 Attrib 200690_at -0.015299581676380765 Attrib 200691_s_at -0.03743830611382525 Attrib 200692_s_at -0.013752221649514947 Attrib 200693_at 0.0317727013343551 Attrib 200694_s_at 0.016101159671635456 Attrib 200695_at 0.032888052951750214 Attrib 200696_s_at -0.027130164051648573 Attrib 200697_at -0.012212610156651206 Attrib 200698_at 0.02720424766906311 Attrib 200699_at -0.01815537577489919 Attrib 200700_s_at 0.0246833842812368 Attrib 200701_at 0.024035825129511842 Attrib 200702_s_at -0.04110024001863586 Attrib 200703_at -0.04895706672220084 Attrib 200704_at 0.010547625110185139 Attrib 200705_s_at -0.002415584403697698 Attrib 200706_s_at -0.05704444521461427 Attrib 200707_at 0.050653144970963 Attrib 200708_at -0.03741695741238289 Attrib 200709_at -0.013866309089000441 Attrib 200710_at 0.015331517605102492 Attrib 200711_s_at -0.03107464858797736 Attrib 200712_s_at 0.0171401746312101 Attrib 200713_s_at 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Attrib 200814_at 0.011024536174329209 Attrib 200815_s_at 0.022269489519935695 Attrib 200816_s_at 0.0019679821127255685 Attrib 200817_x_at 0.03093808171125299 Attrib 200818_at -0.05250941661536424 Attrib 200819_s_at -0.049020629238186966 Attrib 200820_at 0.035937331899955086 Attrib 200821_at -0.018940049380831252 Attrib 200822_x_at -0.023538321291862497 Attrib 200823_x_at 0.01445724231197364 Attrib 200824_at 0.01650636248338417 Attrib 200825_s_at 0.045178200701394694 Attrib 200826_at -0.00852302585515578 Attrib 200827_at 0.03770123058549346 Attrib 200828_s_at 0.002479593996019959 Attrib 200829_x_at 0.013463318220220314 Attrib 200830_at -0.046485825347749095 Attrib 200831_s_at -0.05091719617531905 Attrib 200832_s_at 0.03751890600642399 Attrib 200833_s_at -0.02646977118614801 Attrib 200834_s_at 0.03289267085242321 Attrib 200835_s_at 0.011502292886994604 Attrib 200836_s_at -0.012025140549737887 Attrib 200837_at 0.01781879554076783 Attrib 200838_at -0.05183574534854245 Attrib 200839_s_at 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Attrib 200890_s_at 0.00623995625559001 Attrib 200891_s_at 0.014424951012990326 Attrib 200892_s_at 0.02090120726932864 Attrib 200893_at -0.023408372222359766 Attrib 200894_s_at 0.03893712467676943 Attrib 200895_s_at -0.0073033578457511305 Attrib 200896_x_at -0.04600570690144137 Attrib 200897_s_at 0.036476391746010084 Attrib 200898_s_at 0.024407884267497692 Attrib 200899_s_at -0.031230478390415314 Attrib 200900_s_at -0.0564309757776944 Attrib 200901_s_at -0.003161236952494394 Attrib 200902_at 0.01962046453551239 Attrib 200903_s_at -0.0362281585552921 Attrib 200904_at 0.0143033846434107 Attrib 200905_x_at -0.03126557968503533 Attrib 200906_s_at -0.056679234963805475 Attrib 200907_s_at 0.01241971030367018 Attrib 200908_s_at 0.028012377615346366 Attrib 200909_s_at -2.0253806352766869E-4 Attrib 200910_at -0.024894400332216356 Attrib 200911_s_at -0.003239925694244717 Attrib 200912_s_at 0.03499080953133929 Attrib 200913_at 0.04163837364502396 Attrib 200914_x_at 0.006219128444361864 Attrib 200915_x_at 0.044272474000150455 Attrib 200916_at 0.007006292339091672 Attrib 200917_s_at 0.027222586648318465 Attrib 200918_s_at -0.03150204778506936 Attrib 200919_at 0.0015027322067537995 Attrib 200920_s_at -0.03166431404334602 Attrib 200921_s_at -0.013583126328747232 Attrib 200922_at 0.00426631961699106 Attrib 200923_at -0.04532970284908098 Attrib 200924_s_at 0.014865733136105973 Attrib 200925_at -0.03378364463003385 Attrib 200926_at -0.04075818515132969 Attrib 200927_s_at -8.93133149430812E-4 Attrib 200928_s_at -0.00857096808588146 Attrib 200929_at -0.05390958445471513 Attrib 200930_s_at -0.040770861722297824 Attrib 200931_s_at 0.006923822530633285 Attrib 200932_s_at -0.0521759444917553 Attrib 200933_x_at -0.0012370099853306995 Attrib 200934_at 0.024795026815006158 Attrib 200935_at -0.0022526348379072938 Attrib 200936_at -0.03158149746426825 Attrib 200937_s_at -0.023218737688383992 Attrib 200938_s_at 0.041802622698722806 Attrib 200939_s_at -0.030211315503221186 Attrib 200940_s_at 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Attrib 200746_s_at 0.04077440195206991 Attrib 200747_s_at -0.024377857244463674 Attrib 200748_s_at 0.04200295263287073 Attrib 200749_at 0.0031518475681072892 Attrib 200750_s_at -0.016018281513654295 Attrib 200751_s_at -0.01879230906676229 Attrib 200752_s_at 0.04674599487374494 Attrib 200753_x_at -0.014763555913273774 Attrib 200754_x_at -0.007429084029204859 Attrib 200755_s_at 0.04313796644734035 Attrib 200756_x_at -0.007009417716140114 Attrib 200757_s_at -0.05028641757784961 Attrib 200758_s_at -0.021919298823615683 Attrib 200759_x_at 0.03566349226823416 Attrib 200760_s_at 0.04597375347414604 Attrib 200761_s_at 0.004730219949895527 Attrib 200762_at -0.011101646005199112 Attrib 200763_s_at 0.037764805120669126 Attrib 200764_s_at 0.04310831676641324 Attrib 200765_x_at -0.02831576616822326 Attrib 200766_at -0.04501422746049831 Attrib 200767_s_at -0.03194134841145118 Attrib 200768_s_at 0.003519124688508188 Attrib 200769_s_at -0.024843808997875364 Attrib 200770_s_at -0.03761399779875144 Attrib 200771_at -0.049130054269175966 Attrib 200772_x_at -0.027609683880582447 Attrib 200773_x_at 0.03869776863626564 Attrib 200774_at -0.02206058778482627 Attrib 200775_s_at 0.02317474443468457 Attrib 200776_s_at 0.036387378823152024 Attrib 200777_s_at -0.015282846019987393 Attrib 200778_s_at 0.007649878087834046 Attrib 200779_at 0.04728793669764754 Attrib 200780_x_at -0.009296875357300175 Attrib 200781_s_at 0.030571927262311647 Attrib 200782_at -0.040086650419926234 Attrib 200783_s_at 0.04076598066767585 Attrib 200784_s_at 0.016095122629826233 Attrib 200785_s_at 0.022633585842940524 Attrib 200786_at -0.01697619363402447 Attrib 200787_s_at -0.03411229008865281 Attrib 200788_s_at -0.03478556881474079 Attrib 200789_at 0.020872152858485846 Attrib 200790_at -6.270506491164072E-4 Attrib 200791_s_at -0.04899907165175057 Attrib 200792_at -0.004496354632210214 Attrib 200793_s_at -0.03447001258135573 Attrib 200794_x_at -0.0432804665001818 Attrib 200795_at 0.008523774481679588 Attrib 200796_s_at 0.012933876213825118 Attrib 200797_s_at -0.028073609928159916 Attrib 200798_x_at -0.0491421346106748 Attrib 200799_at -0.020716444645466108 Attrib 200800_s_at -0.040815763518721654 Attrib 200801_x_at 0.0041281711211902635 Attrib 200802_at 0.03796607295257582 Attrib 200803_s_at -0.03445229804344292 Attrib 200804_at -0.006064859431852105 Attrib 200805_at -0.0013938472163723395 Attrib 200806_s_at 0.044062202050034534 Attrib 200807_s_at 0.040928415907975 Attrib 200808_s_at -0.00785676004657579 Attrib 200809_x_at -0.039572048312826257 Attrib 200810_s_at -0.02244090220412275 Attrib 200811_at -4.486410125062389E-4 Attrib 200812_at -0.03367920087163644 Attrib 200813_s_at -0.03175198865854917 Attrib 200814_at -0.04590162886982201 Attrib 200815_s_at 0.04205975705713235 Attrib 200816_s_at 0.03865451293834304 Attrib 200817_x_at 0.03499216941397732 Attrib 200818_at 0.038539023121368136 Attrib 200819_s_at -4.771885120128095E-4 Attrib 200820_at -0.03997523186385872 Attrib 200821_at 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Attrib 200972_at -0.001715298487649515 Attrib 200973_s_at 0.04036482106205728 Attrib 200974_at -0.0345108261136063 Attrib 200975_at 0.012651878771184915 Attrib 200976_s_at -0.0051575448944241225 Attrib 200977_s_at -0.0038546108530436098 Attrib 200978_at -0.008528452175017196 Attrib 200979_at 0.010011535395639943 Attrib 200980_s_at 0.020233751885057792 Attrib 200981_x_at -0.04380323309718615 Attrib 200982_s_at -0.04835783583128655 Attrib 200983_x_at -0.009428816174569615 Attrib 200984_s_at 0.01036820899875539 Attrib 200985_s_at -0.028983213031075705 Attrib 200986_at 0.007185992965937918 Attrib 200987_x_at -0.019335916686918975 Attrib 200988_s_at -0.015237874365033622 Attrib 200989_at -0.018223583141046527 Attrib 200990_at -0.01047164449529205 Attrib 200991_s_at 0.027319324711356504 Attrib 200992_at -0.024762089938464973 Attrib 200993_at -0.0342727270266986 Attrib 200994_at -0.02031386639957463 Attrib 200995_at 0.018575390564508024 Attrib 200996_at 0.039377437705241734 Attrib 200997_at 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200736_s_at -0.01739513416144276 Attrib 200737_at 0.01342766860238307 Attrib 200738_s_at -0.03853433480909081 Attrib 200739_s_at 0.025669697020013534 Attrib 200740_s_at -0.03051836532697434 Attrib 200741_s_at -0.00630148046442466 Attrib 200742_s_at 0.009195578202680297 Attrib 200743_s_at 0.028718973534802194 Attrib 200744_s_at 0.014812114170672346 Attrib 200745_s_at 0.023561532272593777 Attrib 200746_s_at -0.02968850265463803 Attrib 200747_s_at -0.030562753879456468 Attrib 200748_s_at 0.021787909022330576 Attrib 200749_at -0.0029175315162717538 Attrib 200750_s_at 0.006644393773821388 Attrib 200751_s_at -0.023079618761832572 Attrib 200752_s_at 0.03787826026038865 Attrib 200753_x_at -0.005029425224861064 Attrib 200754_x_at 0.03941512074038902 Attrib 200755_s_at -0.010899882659179447 Attrib 200756_x_at -0.0026807528529334953 Attrib 200757_s_at -1.6779773707555147E-4 Attrib 200758_s_at -0.005786981441376795 Attrib 200759_x_at -0.04484276471697895 Attrib 200760_s_at -0.0013744838090257773 Attrib 200761_s_at 0.02816905644391274 Attrib 200762_at -0.002297674508222582 Attrib 200763_s_at 0.008009811185173007 Attrib 200764_s_at 0.043285430259585686 Attrib 200765_x_at 5.920762321389348E-4 Attrib 200766_at 0.029564633584474708 Attrib 200767_s_at -0.011043283705882753 Attrib 200768_s_at -0.021057126450866458 Attrib 200769_s_at 0.025799688587119358 Attrib 200770_s_at -0.026591470048385784 Attrib 200771_at 0.001821025566163457 Attrib 200772_x_at -0.010782978352541927 Attrib 200773_x_at -0.0023119069735130465 Attrib 200774_at -0.005593540146472705 Attrib 200775_s_at 0.02148819891158199 Attrib 200776_s_at 0.04723698502637088 Attrib 200777_s_at 0.0030632130200344476 Attrib 200778_s_at 0.013959096765249979 Attrib 200779_at -0.012410631744033274 Attrib 200780_x_at -0.0038404185296517174 Attrib 200781_s_at -0.018571007515249167 Attrib 200782_at 0.04588820806318259 Attrib 200783_s_at 0.007286936852831727 Attrib 200784_s_at 0.007035869273301147 Attrib 200785_s_at 0.042242539342425334 Attrib 200786_at 0.026445722918500263 Attrib 200787_s_at -0.021967212980022743 Attrib 200788_s_at 0.03831024223702597 Attrib 200789_at -0.03768972758529224 Attrib 200790_at 0.009523066380725493 Attrib 200791_s_at 0.01308990748679653 Attrib 200792_at 0.04892574366154505 Attrib 200793_s_at 0.04391334142123972 Attrib 200794_x_at -0.028803433081272242 Attrib 200795_at 0.013945155704881206 Attrib 200796_s_at 0.019148932009950107 Attrib 200797_s_at 0.04879788630320743 Attrib 200798_x_at 0.03073283680759235 Attrib 200799_at 0.006111733992590455 Attrib 200800_s_at 0.0014736462723863644 Attrib 200801_x_at 0.02480742110188668 Attrib 200802_at 0.02768499611541683 Attrib 200803_s_at 0.029150229902968235 Attrib 200804_at 0.031861323806527286 Attrib 200805_at -0.03827640280206414 Attrib 200806_s_at 0.041087992854159004 Attrib 200807_s_at -0.022578082237607294 Attrib 200808_s_at 0.04058081280002577 Attrib 200809_x_at -0.007033447871423534 Attrib 200810_s_at -0.04760671923540217 Attrib 200811_at 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Attrib 200837_at -0.04046738501001035 Attrib 200838_at 0.005584231177550143 Attrib 200839_s_at -0.004358507313671956 Attrib 200840_at -0.016610084365720642 Attrib 200841_s_at -0.03028857312496168 Attrib 200842_s_at -0.017054480559610036 Attrib 200843_s_at -0.022731805187404218 Attrib 200844_s_at 0.04910636110766108 Attrib 200845_s_at 0.04403923251282449 Attrib 200846_s_at -0.02282354076432658 Attrib 200847_s_at 0.026756062199252417 Attrib 200848_at 0.02089040173161771 Attrib 200849_s_at -0.01154155564139281 Attrib 200850_s_at -0.003995515858667906 Attrib 200851_s_at 0.009584753238912063 Attrib 200852_x_at -0.006509199894842644 Attrib 200853_at 0.00800044431967817 Attrib 200854_at -0.0123489218096373 Attrib 200855_at -0.007196067437998205 Attrib 200856_x_at -0.046515893524421106 Attrib 200857_s_at 0.01675692949376651 Attrib 200858_s_at 0.03233003450794358 Attrib 200859_x_at -0.0264440925494617 Attrib 200860_s_at 0.03553978243790784 Attrib 200861_at -0.002627612525215328 Attrib 200862_at 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Attrib 200938_s_at -0.01672920710709741 Attrib 200939_s_at -0.02514805243811213 Attrib 200940_s_at -0.006735808458372407 Attrib 200941_at 0.019432759513408653 Attrib 200942_s_at -0.030458177702041955 Attrib 200943_at 0.0020181312473444048 Attrib 200944_s_at -0.02532112130665048 Attrib 200945_s_at 0.04466127023414643 Attrib 200946_x_at 0.008936253022106405 Attrib 200947_s_at -0.03443024614970933 Attrib 200948_at -0.04075245558322501 Attrib 200949_x_at 0.012500288341455477 Attrib 200950_at 0.031305772973837104 Attrib 200951_s_at 0.029516038845351287 Attrib 200952_s_at 0.0033731210609851056 Attrib 200953_s_at -0.008685801530417337 Attrib 200954_at 3.1177102730476833E-4 Attrib 200955_at -0.03946161562222626 Attrib 200956_s_at -0.029004253784333817 Attrib 200957_s_at -0.023098160142493707 Attrib 200958_s_at -0.02362649065617937 Attrib 200959_at -0.008062399180233019 Attrib 200960_x_at -8.431642906682258E-4 Attrib 200961_at 0.027202604646432357 Attrib 200962_at 0.021299487596063343 Attrib 200963_x_at 0.02430978821253736 Attrib 200964_at 0.04596857830608967 Attrib 200965_s_at -0.01350587318239927 Attrib 200966_x_at 0.046413601567854686 Attrib 200967_at -0.030294531273504555 Attrib 200968_s_at -0.044306196517819654 Attrib 200969_at 0.020762987241758967 Attrib 200970_s_at 0.008275561356443984 Attrib 200971_s_at -0.04649026167000735 Attrib 200972_at 0.04155964498235861 Attrib 200973_s_at 0.03616854785181251 Attrib 200974_at -0.021790223724379106 Attrib 200975_at 0.0032403167129289316 Attrib 200976_s_at 0.049112855842432274 Attrib 200977_s_at 0.010524815943928862 Attrib 200978_at -0.005422990186818343 Attrib 200979_at 0.04997485364123579 Attrib 200980_s_at -0.020454121638977925 Attrib 200981_x_at -0.043632978150863304 Attrib 200982_s_at 0.008970939633257822 Attrib 200983_x_at 0.037335615990875974 Attrib 200984_s_at -0.004864312354871209 Attrib 200985_s_at 0.0028698590280174753 Attrib 200986_at -0.03990229493883675 Attrib 200987_x_at 0.04555034223925178 Attrib 200988_s_at 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Attrib 201014_s_at 0.005378603063892262 Attrib 201015_s_at 0.03974781799001262 Attrib 201016_at 0.028530136582360647 Attrib 201017_at -0.043975497514923384 Attrib 201018_at 0.00398940935285132 Attrib 201019_s_at -0.03460100026840708 Attrib 201020_at 0.006741521141800964 Attrib 201021_s_at -0.0020265679243528538 Attrib 201022_s_at 0.03793767002597434 Attrib 201023_at -0.013345937658678789 Attrib 201024_x_at -0.024025046482637716 Attrib 201025_at 0.020558400379762552 Attrib 201026_at 0.034073149060834626 Attrib 201027_s_at 0.019101232310752673 Attrib 201028_s_at -0.011331623780061055 Attrib 201029_s_at -0.008177778364051067 Attrib 201030_x_at -0.03479460162873747 Attrib 201031_s_at 0.0163982295539043 Attrib 201032_at -0.011832894378791946 Attrib 201033_x_at -0.009610346220055322 Attrib 201034_at -0.031723766126000044 Attrib 201035_s_at -0.020423065047742196 Attrib 201036_s_at -0.029845327494704504 Attrib 201037_at 0.04347613309936311 Attrib 201038_s_at -0.007587890983349839 Attrib 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Attrib 200969_at 0.030351729077749353 Attrib 200970_s_at -0.02040762894875575 Attrib 200971_s_at -0.009515667968617298 Attrib 200972_at 0.005918251939228122 Attrib 200973_s_at 0.03748142077093967 Attrib 200974_at -0.051794366795539046 Attrib 200975_at 0.038241847664961956 Attrib 200976_s_at 0.020801185439377524 Attrib 200977_s_at 0.03625593451893955 Attrib 200978_at 0.04263385894331851 Attrib 200979_at 0.03802585767839439 Attrib 200980_s_at 0.007168960815714435 Attrib 200981_x_at 0.010618396151167529 Attrib 200982_s_at -0.021234885966874995 Attrib 200983_x_at 0.004922772491430557 Attrib 200984_s_at 0.0035770016654128496 Attrib 200985_s_at 0.0018146154061646576 Attrib 200986_at -0.025659384934398215 Attrib 200987_x_at -0.04080655918327943 Attrib 200988_s_at 0.03884442102794309 Attrib 200989_at 0.04371572726667357 Attrib 200990_at -0.009407683410148256 Attrib 200991_s_at 0.036894021505942384 Attrib 200992_at -0.03588965713919471 Attrib 200993_at -0.028307640966504 Attrib 200994_at 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Attrib 200834_s_at -0.012004921398164631 Attrib 200835_s_at 0.04611377546358454 Attrib 200836_s_at -0.0458037216777129 Attrib 200837_at 0.02786978712198488 Attrib 200838_at -0.023782005507821377 Attrib 200839_s_at -0.026854801326062737 Attrib 200840_at 0.013854343041954343 Attrib 200841_s_at -0.002904379748271114 Attrib 200842_s_at -0.013297242294455615 Attrib 200843_s_at 0.04067561994895334 Attrib 200844_s_at -0.04204146459486619 Attrib 200845_s_at -0.015495480252540753 Attrib 200846_s_at 0.03078902832896679 Attrib 200847_s_at -0.005157260825376137 Attrib 200848_at -0.04481678094526109 Attrib 200849_s_at -0.009002093659778807 Attrib 200850_s_at -0.04375031236296346 Attrib 200851_s_at 0.0033984282537904546 Attrib 200852_x_at -0.0014368871576261324 Attrib 200853_at -0.04521686721320253 Attrib 200854_at -0.045396205172519195 Attrib 200855_at -0.05120085682784842 Attrib 200856_x_at -0.019676741209479803 Attrib 200857_s_at -0.05256541265161517 Attrib 200858_s_at -0.03903808285099953 Attrib 200859_x_at 0.022865023604576193 Attrib 200860_s_at -0.002946355713024266 Attrib 200861_at 0.0328705037584896 Attrib 200862_at 0.018190415471580897 Attrib 200863_s_at 0.03775476568559146 Attrib 200864_s_at -0.03981251464869768 Attrib 200865_at -0.009113752079809774 Attrib 200866_s_at 0.03939816724838605 Attrib 200867_at 0.010849635104096735 Attrib 200868_s_at 0.025116555818886693 Attrib 200869_at -0.01861282426594138 Attrib 200870_at 0.043688138129100405 Attrib 200871_s_at -0.013022297147522937 Attrib 200872_at 0.01993869160811612 Attrib 200873_s_at -0.0043838724658157874 Attrib 200874_s_at -0.022818477076998682 Attrib 200875_s_at 0.008992840196786226 Attrib 200876_s_at -0.014761512004933433 Attrib 200877_at 0.028641998527780967 Attrib 200878_at 0.003879117606750088 Attrib 200879_s_at -0.03522968944774956 Attrib 200880_at -0.012984331512335839 Attrib 200881_s_at -0.048609553954636196 Attrib 200882_s_at -0.005906742135280711 Attrib 200883_at -0.023593858419027728 Attrib 200884_at 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200712_s_at -0.00864427508692134 Attrib 200713_s_at 0.008596376959681414 Attrib 200714_x_at 0.02521496312732519 Attrib 200715_x_at -0.03629203062797656 Attrib 200716_x_at -0.022201042895319333 Attrib 200717_x_at -0.029213940362259216 Attrib 200718_s_at 0.013692258551350239 Attrib 200719_at 0.0051713326556139215 Attrib 200720_s_at 0.045907189756152 Attrib 200721_s_at 0.018564519348399474 Attrib 200722_s_at 0.03058428693474488 Attrib 200723_s_at -0.014361744356538487 Attrib 200724_at 0.0012450817461062233 Attrib 200725_x_at 0.036018712736061234 Attrib 200726_at -0.008431610991647263 Attrib 200727_s_at 0.032024257148664824 Attrib 200728_at -0.008492024427371217 Attrib 200729_s_at -0.009118245981556795 Attrib 200730_s_at -0.04489949473526336 Attrib 200731_s_at -0.045889433140958454 Attrib 200732_s_at -0.04900609558042675 Attrib 200733_s_at -0.006341781758677978 Attrib 200734_s_at -0.007760899346866087 Attrib 200735_x_at 0.042525736473075205 Attrib 200736_s_at 0.023408576027227603 Attrib 200737_at -0.044231898507051705 Attrib 200738_s_at -0.028230200746919013 Attrib 200739_s_at -0.031312011102637885 Attrib 200740_s_at -0.015417940663348248 Attrib 200741_s_at -0.032671623094268985 Attrib 200742_s_at -0.0363598642788979 Attrib 200743_s_at -0.017671905083487423 Attrib 200744_s_at -0.025795395831036665 Attrib 200745_s_at -0.0348204031730348 Attrib 200746_s_at 0.03388286231377024 Attrib 200747_s_at 0.027622831050984727 Attrib 200748_s_at 0.04416761346020961 Attrib 200749_at 0.022432297594676315 Attrib 200750_s_at 0.014806309256055774 Attrib 200751_s_at 0.009071036418239115 Attrib 200752_s_at 0.032499597960391396 Attrib 200753_x_at 0.0012520252870610936 Attrib 200754_x_at 0.011926179631188784 Attrib 200755_s_at -0.007930234294917037 Attrib 200756_x_at -0.037052008719259476 Attrib 200757_s_at 0.018750976374581084 Attrib 200758_s_at 0.021008586223609734 Attrib 200759_x_at 0.04571005911534654 Attrib 200760_s_at 0.03006303574839389 Attrib 200761_s_at -0.012715621373256967 Attrib 200762_at 0.005033468977292954 Attrib 200763_s_at 0.05218323954361748 Attrib 200764_s_at -0.019545843257464644 Attrib 200765_x_at 0.031020285955561465 Attrib 200766_at -0.019718337764810676 Attrib 200767_s_at 0.024601261612251353 Attrib 200768_s_at -0.01692654376937716 Attrib 200769_s_at 0.05543314112676064 Attrib 200770_s_at -0.05240019311785708 Attrib 200771_at -0.009423127789861978 Attrib 200772_x_at 0.031077130762150386 Attrib 200773_x_at 0.0016907338282994462 Attrib 200774_at 0.015590910669093596 Attrib 200775_s_at -0.012041127377157155 Attrib 200776_s_at 0.007267069146446358 Attrib 200777_s_at -0.035948977531582355 Attrib 200778_s_at -0.02687466765602258 Attrib 200779_at 0.0093865175323038 Attrib 200780_x_at 0.014076908568920113 Attrib 200781_s_at -0.013962742122018106 Attrib 200782_at -0.01607569109808294 Attrib 200783_s_at -0.03348768064859612 Attrib 200784_s_at 0.022378473990436985 Attrib 200785_s_at 0.00938024638125548 Attrib 200786_at -0.033427312414078536 Attrib 200787_s_at 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Attrib 200888_s_at -0.046167892971424526 Attrib 200889_s_at -0.04854608511944356 Attrib 200890_s_at 0.031599513638555767 Attrib 200891_s_at -0.023336176521956832 Attrib 200892_s_at 0.0011838067378428536 Attrib 200893_at -0.01986258937969053 Attrib 200894_s_at 0.03653361030103979 Attrib 200895_s_at 0.042920924968797694 Attrib 200896_x_at 0.02993876239632028 Attrib 200897_s_at 0.009268104063377637 Attrib 200898_s_at -0.03658457300645352 Attrib 200899_s_at 0.039151313169045764 Attrib 200900_s_at 0.04986827039859714 Attrib 200901_s_at 0.011952533239107053 Attrib 200902_at 0.04321544945406609 Attrib 200903_s_at 0.05074728215003482 Attrib 200904_at 0.013388984279057744 Attrib 200905_x_at 0.015902404504456402 Attrib 200906_s_at -0.04517221539562633 Attrib 200907_s_at -0.013052568760849221 Attrib 200908_s_at -0.005660832137153312 Attrib 200909_s_at -0.021525442652135924 Attrib 200910_at -0.046716871890341745 Attrib 200911_s_at -0.0534246239874578 Attrib 200912_s_at -0.03438231699049615 Attrib 200913_at -0.03947827804222802 Attrib 200914_x_at 0.03998603051451153 Attrib 200915_x_at 0.01973905727609323 Attrib 200916_at -0.047363420235229346 Attrib 200917_s_at -0.03198230623122856 Attrib 200918_s_at 0.03515936547733744 Attrib 200919_at 0.0224288875048774 Attrib 200920_s_at 0.03755103817956385 Attrib 200921_s_at 0.01744563421173997 Attrib 200922_at -0.02069552141247138 Attrib 200923_at 0.040362160895445705 Attrib 200924_s_at 0.004477761353295169 Attrib 200925_at 0.007539837090494661 Attrib 200926_at 0.02676258291427806 Attrib 200927_s_at -0.001249215708208392 Attrib 200928_s_at 0.0331971234914874 Attrib 200929_at 0.041172498239214456 Attrib 200930_s_at -0.018162518806119972 Attrib 200931_s_at 0.03989587173870633 Attrib 200932_s_at 0.031250232799215114 Attrib 200933_x_at -0.03445912253165694 Attrib 200934_at 0.006301899691361861 Attrib 200935_at -0.008911949311527521 Attrib 200936_at -0.028355898661228767 Attrib 200937_s_at -0.04959311950371929 Attrib 200938_s_at 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AFFX-r2-Bs-thr-M_s_at 0.03056775680508102 Attrib AFFX-r2-Ec-bioB-3_at 0.001111540621650353 Attrib AFFX-r2-Ec-bioB-5_at -0.01706547252294947 Attrib AFFX-r2-Ec-bioB-M_at 0.03048879490952364 Attrib AFFX-r2-Ec-bioC-3_at -0.016698607417066365 Attrib AFFX-r2-Ec-bioC-5_at 0.03403254196664994 Attrib AFFX-r2-Ec-bioD-3_at -0.04536062261127697 Attrib AFFX-r2-Ec-bioD-5_at 0.04010513138688904 Attrib AFFX-r2-P1-cre-3_at 0.01580715101853104 Attrib AFFX-r2-P1-cre-5_at 0.04571799359714818 Attrib AFFX-ThrX-3_at 0.035703620171457576 Attrib AFFX-ThrX-5_at 0.004715539405851099 Attrib AFFX-ThrX-M_at -0.010398522777894164 Attrib AFFX-TrpnX-3_at 0.050091569795846475 Attrib AFFX-TrpnX-5_at -0.014826225540565284 Attrib AFFX-TrpnX-M_at -0.0276111532705616 Class normal Input Node 0 Class tumoral Input Node 1 Time taken to build model: 235.34 seconds Time taken to test model on training data: 0.38 seconds === Error on training data === Correctly Classified Instances 12 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0114 Root mean squared error 0.0128 Relative absolute error 2.2876 % Root relative squared error 2.5512 % Total Number of Instances 12 === 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 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 6 0 | a = normal 0 6 | b = tumoral Time taken to perform cross-validation: 595.06 seconds === Stratified cross-validation === Correctly Classified Instances 10 83.3333 % Incorrectly Classified Instances 2 16.6667 % Kappa statistic 0.6667 Mean absolute error 0.2773 Root mean squared error 0.4293 Relative absolute error 55.4594 % Root relative squared error 85.8538 % Total Number of Instances 12 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,833 0,167 0,833 0,833 0,833 0,667 0,750 0,766 normal 0,833 0,167 0,833 0,833 0,833 0,667 0,750 0,766 tumoral Weighted Avg. 0,833 0,167 0,833 0,833 0,833 0,667 0,750 0,766 === Confusion Matrix === a b <-- classified as 5 1 | a = normal 1 5 | b = tumoral