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 0.4477847705897204 Node 2 -1.9636633525576586 Node 3 4.98147243440867 Node 4 2.0408933714648296 Node 5 0.20376524238865223 Node 6 -0.1267664722887227 Node 7 -0.7151885764807314 Node 8 -4.72056151290249 Node 9 -4.032692419167216 Node 10 -1.885201089356998 Node 11 -2.045292674977421 Sigmoid Node 1 Inputs Weights Threshold -0.4587927128090792 Node 2 1.9642364218961827 Node 3 -4.982061126271135 Node 4 -2.0304586194532623 Node 5 -0.22843393483323268 Node 6 0.1847180336995202 Node 7 0.7057919982172557 Node 8 4.721465743701005 Node 9 4.03288386765671 Node 10 1.8857004726721185 Node 11 2.0455514050228505 Sigmoid Node 2 Inputs Weights Threshold -0.028535126211104093 Attrib 1007_s_at -0.01534893876816494 Attrib 1053_at 8.898958043981438E-4 Attrib 117_at -0.011676103659535853 Attrib 121_at -0.010281225010870582 Attrib 1255_g_at 0.04545257693502733 Attrib 1294_at 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1552362_a_at 0.017987216274225185 Attrib 1552364_s_at 0.02257671767469712 Attrib 1552365_at 0.041216812011468894 Attrib 1552367_a_at 0.02220325410326171 Attrib 1552368_at -0.05020282330234776 Attrib 1552370_at 0.021290812656743343 Attrib 1552372_at 0.038880254796508126 Attrib 1552373_s_at -0.007468681599798128 Attrib 1552375_at -0.03384730410921714 Attrib 1552377_s_at -0.005986115854295029 Attrib 1552378_s_at -0.03942612165296355 Attrib 1552379_at 0.016321520014893162 Attrib 1552381_at 0.014927997258355113 Attrib 1552383_at -0.00936299843144966 Attrib 1552384_a_at 0.04833107478412503 Attrib 1552386_at 0.02465067373041257 Attrib 1552388_at 0.0021676662404682525 Attrib 1552389_at -0.029568346232272856 Attrib 1552390_a_at -0.014291137543002838 Attrib 1552391_at 0.049412302652447816 Attrib 1552393_at -0.0393465151965901 Attrib 1552394_a_at -0.045104237463840305 Attrib 1552395_at -0.007216346781344532 Attrib 1552396_at -0.039390403374626765 Attrib 1552398_a_at 0.02112212506133515 Attrib 1552399_a_at -0.04200096432945636 Attrib 1552400_a_at -0.023824266249062285 Attrib 1552401_a_at 0.014399523242952727 Attrib 1552402_at -0.02626340248812639 Attrib 1552405_at 0.03726989172512768 Attrib 1552408_at 0.029588830590254855 Attrib 1552409_a_at 0.045703705192237286 Attrib 1552410_at 0.02323642445978677 Attrib 1552411_at 0.01585002086662976 Attrib 1552412_a_at 0.004337101802237014 Attrib 1552414_at -0.010007945997215231 Attrib 1552415_a_at 0.018434041466761326 Attrib 1552417_a_at -0.04773312054521211 Attrib 1552418_at 0.0026053832172116017 Attrib 1552419_s_at 0.009973149200776613 Attrib 1552421_a_at -0.027568006296556546 Attrib 1552422_at 0.04940412005059282 Attrib 1552423_at -0.03981167493967432 Attrib 1552424_at 0.00913244879997197 Attrib 1552425_a_at -0.020443472338861953 Attrib 1552426_a_at -0.006656456894337445 Attrib 1552427_at -0.019266701558332888 Attrib 1552430_at 0.037923011367612516 Attrib 1552432_at 0.03266337800696009 Attrib 1552436_a_at -0.026245724698978696 Attrib 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Attrib 200708_at -0.026261289560273057 Attrib 200709_at -0.04597956927649143 Attrib 200710_at 0.03531275402131365 Attrib 200711_s_at -0.05275757263312596 Attrib 200712_s_at -0.02606705325738454 Attrib 200713_s_at -0.010929030358926279 Attrib 200714_x_at 0.010611132273104472 Attrib 200715_x_at 0.03507154461651528 Attrib 200716_x_at -0.009796524671795209 Attrib 200717_x_at 0.02593790477567712 Attrib 200718_s_at 0.008755720675836246 Attrib 200719_at 0.03411517657329983 Attrib 200720_s_at -0.0341679671847392 Attrib 200721_s_at -0.043989477441427574 Attrib 200722_s_at -0.009589179858271327 Attrib 200723_s_at 0.03346339562078914 Attrib 200724_at 0.004940599915834238 Attrib 200725_x_at -0.006836012416918559 Attrib 200726_at 0.01760936476060584 Attrib 200727_s_at -0.030673026473580924 Attrib 200728_at -0.023196008736961947 Attrib 200729_s_at -0.05612073036010214 Attrib 200730_s_at 0.03288764775120314 Attrib 200731_s_at 0.007258502452535067 Attrib 200732_s_at 0.01702436403918097 Attrib 200733_s_at -0.03762288553649914 Attrib 200734_s_at 0.04171314825002204 Attrib 200735_x_at 0.02360058669188028 Attrib 200736_s_at -0.044158195389057964 Attrib 200737_at -0.03468613691375409 Attrib 200738_s_at -0.03672416757284575 Attrib 200739_s_at 0.020280255649171686 Attrib 200740_s_at 0.039747765346113934 Attrib 200741_s_at 0.03929330108242596 Attrib 200742_s_at -0.022582355808829644 Attrib 200743_s_at 0.006699884124747965 Attrib 200744_s_at 0.021293662637637042 Attrib 200745_s_at 0.018680774100537745 Attrib 200746_s_at -0.0414888914044616 Attrib 200747_s_at -0.005717531918280429 Attrib 200748_s_at -0.04172720045677102 Attrib 200749_at -0.04198788594901198 Attrib 200750_s_at -0.03313570514075129 Attrib 200751_s_at -0.006260339687296007 Attrib 200752_s_at -0.02733362245371614 Attrib 200753_x_at 0.016000996422607376 Attrib 200754_x_at 0.01791767480420304 Attrib 200755_s_at -0.015115919526500782 Attrib 200756_x_at 0.0017226995369296334 Attrib 200757_s_at 0.042252384108194076 Attrib 200758_s_at 0.04890031361051852 Attrib 200759_x_at -0.042495696932846674 Attrib 200760_s_at 0.014769352441404308 Attrib 200761_s_at 0.014399079018651862 Attrib 200762_at -0.018529793566125084 Attrib 200763_s_at 0.024989011173563846 Attrib 200764_s_at 0.0010949023728946603 Attrib 200765_x_at -0.05654100037184071 Attrib 200766_at 0.02427176109887903 Attrib 200767_s_at 0.04743546672746265 Attrib 200768_s_at 0.007611221062418883 Attrib 200769_s_at 0.010947367293363645 Attrib 200770_s_at -0.011192149913623793 Attrib 200771_at 0.023659607431328784 Attrib 200772_x_at -0.04097537931678268 Attrib 200773_x_at -0.02376743180260587 Attrib 200774_at -0.02903551966805813 Attrib 200775_s_at 0.026651544608047417 Attrib 200776_s_at -0.001899505270671246 Attrib 200777_s_at -0.06334585989457599 Attrib 200778_s_at -0.010938839528629556 Attrib 200779_at -0.046163590088913437 Attrib 200780_x_at -0.01876598214449395 Attrib 200781_s_at 0.02982701172625946 Attrib 200782_at -0.003444025720224628 Attrib 200783_s_at -0.02499901436226078 Attrib 200784_s_at -0.023003989047580477 Attrib 200785_s_at -0.003232683022054716 Attrib 200786_at -0.005850040883013473 Attrib 200787_s_at 0.010612518318796749 Attrib 200788_s_at 0.026310768053362975 Attrib 200789_at -0.041038786373187024 Attrib 200790_at 0.02499860052995315 Attrib 200791_s_at -0.06440948177404142 Attrib 200792_at 0.010521612618382047 Attrib 200793_s_at 0.04242433000012931 Attrib 200794_x_at -0.0354247229713882 Attrib 200795_at 0.04099682020052708 Attrib 200796_s_at -0.02095478005274387 Attrib 200797_s_at 0.0012048273251573341 Attrib 200798_x_at 0.011779234430118276 Attrib 200799_at -0.03665495612124851 Attrib 200800_s_at 0.0016847646323450934 Attrib 200801_x_at -0.019462167362542526 Attrib 200802_at 0.039554466432533894 Attrib 200803_s_at -0.013130431801206533 Attrib 200804_at -0.05459493808113966 Attrib 200805_at -0.009120980511750495 Attrib 200806_s_at 0.01386548628944374 Attrib 200807_s_at -0.031408623438978045 Attrib 200808_s_at 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Attrib 200884_at 0.02475991787552674 Attrib 200885_at 0.03368685586148938 Attrib 200886_s_at -0.010662607914356713 Attrib 200887_s_at -0.026400219704505918 Attrib 200888_s_at -0.01514846513300681 Attrib 200889_s_at -3.880732213362677E-4 Attrib 200890_s_at -0.013319254600299693 Attrib 200891_s_at -0.028385464609379685 Attrib 200892_s_at 0.029733496563457664 Attrib 200893_at -0.06023296838452107 Attrib 200894_s_at 0.011922332665203159 Attrib 200895_s_at 0.026475814600086557 Attrib 200896_x_at 0.020504105116043798 Attrib 200897_s_at -0.056634560198355506 Attrib 200898_s_at 0.0052806341750108185 Attrib 200899_s_at 0.020191117841783256 Attrib 200900_s_at -0.040793215879544854 Attrib 200901_s_at -0.013507145927568565 Attrib 200902_at 0.024176167962175556 Attrib 200903_s_at 0.019690579151711966 Attrib 200904_at -0.04842551929320647 Attrib 200905_x_at 0.01449265724356485 Attrib 200906_s_at -0.047997772997003696 Attrib 200907_s_at -0.014502588596644267 Attrib 200908_s_at 9.629712938465276E-4 Attrib 200909_s_at -0.03798913290702021 Attrib 200910_at -0.013862409209697753 Attrib 200911_s_at 0.02379743454208213 Attrib 200912_s_at 0.03751278698345684 Attrib 200913_at -0.036388092175370465 Attrib 200914_x_at -0.0013282485920811285 Attrib 200915_x_at 0.03186653940259974 Attrib 200916_at 0.02652299709893619 Attrib 200917_s_at -0.016298032045241145 Attrib 200918_s_at -0.005229064315467771 Attrib 200919_at 0.01638068778774667 Attrib 200920_s_at 0.03610301772146841 Attrib 200921_s_at -0.009890654626561685 Attrib 200922_at 0.007976757495129869 Attrib 200923_at -0.046714209841330664 Attrib 200924_s_at 0.04878337775861513 Attrib 200925_at 0.03873460848371764 Attrib 200926_at 0.03779163664385559 Attrib 200927_s_at -0.046324540254091155 Attrib 200928_s_at 0.02789623785795669 Attrib 200929_at -0.03693453612902988 Attrib 200930_s_at -0.042196226235706014 Attrib 200931_s_at -0.03151527847291125 Attrib 200932_s_at 0.0025860805896832204 Attrib 200933_x_at -0.01826530339880651 Attrib 200934_at 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Attrib 200805_at 0.006876935203128567 Attrib 200806_s_at 0.03109645927388617 Attrib 200807_s_at 0.05733312934713183 Attrib 200808_s_at 0.03595137961037029 Attrib 200809_x_at 0.02371134104957839 Attrib 200810_s_at 0.01820076365101619 Attrib 200811_at 0.08178266374189734 Attrib 200812_at 0.06632096025428783 Attrib 200813_s_at 0.01063336260579752 Attrib 200814_at 0.020763636687397495 Attrib 200815_s_at 0.001492876908939016 Attrib 200816_s_at 0.07295525250353829 Attrib 200817_x_at -0.014090633074180693 Attrib 200818_at 0.002285107922093226 Attrib 200819_s_at 0.036373730256798666 Attrib 200820_at 0.06483009435438146 Attrib 200821_at 0.04292008674952693 Attrib 200822_x_at 0.05788165205277092 Attrib 200823_x_at 0.0828201095559512 Attrib 200824_at -0.01234732978762723 Attrib 200825_s_at 0.047712681635245724 Attrib 200826_at 0.037007552396004166 Attrib 200827_at -0.022810515277422547 Attrib 200828_s_at 0.016203880796071622 Attrib 200829_x_at 0.028497633398852286 Attrib 200830_at 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Attrib 200825_s_at 0.045973752067736066 Attrib 200826_at 0.029091518450007046 Attrib 200827_at -0.01023610382730628 Attrib 200828_s_at -0.04832984965152364 Attrib 200829_x_at 0.05625028145586979 Attrib 200830_at -0.0469675017512143 Attrib 200831_s_at 0.029077422093212485 Attrib 200832_s_at -0.03263520747052057 Attrib 200833_s_at 0.03123676420912682 Attrib 200834_s_at 0.04509789690222866 Attrib 200835_s_at -0.02604484813574457 Attrib 200836_s_at -0.03136238114870729 Attrib 200837_at -0.007064614538796256 Attrib 200838_at 0.0024397813573471946 Attrib 200839_s_at 0.002564637195351222 Attrib 200840_at 0.04326457205997161 Attrib 200841_s_at -0.024568310532603062 Attrib 200842_s_at 0.008614033865273192 Attrib 200843_s_at -0.017546201845387337 Attrib 200844_s_at 0.04936779198945551 Attrib 200845_s_at -0.01471467431269877 Attrib 200846_s_at 0.009840156372222903 Attrib 200847_s_at 0.009925878694752713 Attrib 200848_at 5.44529322631392E-4 Attrib 200849_s_at -0.008587510861069377 Attrib 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Attrib 200058_s_at -0.02718913472756419 Attrib 200059_s_at -0.031234749563495874 Attrib 200060_s_at -0.02980877606516743 Attrib 200061_s_at -8.269107689826068E-4 Attrib 200062_s_at 0.038469616417198454 Attrib 200063_s_at -0.024968757239607505 Attrib 200064_at 0.020461101605519887 Attrib 200065_s_at -0.021227138821204965 Attrib 200066_at 0.04174974332587268 Attrib 200067_x_at -0.006262616852107422 Attrib 200068_s_at 0.018454655935762357 Attrib 200069_at 0.04771117073984388 Attrib 200070_at -0.03260192650871918 Attrib 200071_at 0.010713161709606305 Attrib 200072_s_at -0.04619139158111172 Attrib 200073_s_at 0.029113977703129713 Attrib 200074_s_at 0.007799880112460554 Attrib 200075_s_at -0.03467321471817621 Attrib 200076_s_at 0.009949504563378586 Attrib 200077_s_at -0.055556457093912825 Attrib 200078_s_at 0.032277494053389824 Attrib 200079_s_at 0.045986354301190614 Attrib 200080_s_at -0.005925918875162875 Attrib 200081_s_at -0.019893660693271028 Attrib 200082_s_at -0.0011171035010584538 Attrib 200083_at -0.01207443599776141 Attrib 200084_at 0.04726019481832679 Attrib 200085_s_at 0.017622619978209787 Attrib 200086_s_at 0.0019559244060622758 Attrib 200087_s_at -0.03725233707120406 Attrib 200088_x_at -0.04946777848700355 Attrib 200089_s_at 0.006899208199735492 Attrib 200090_at -0.011455062428069339 Attrib 200091_s_at -0.04457459684437348 Attrib 200092_s_at 0.012537437684579513 Attrib 200093_s_at -0.04566833027871613 Attrib 200094_s_at 0.014740974667489564 Attrib 200095_x_at -0.05138592497671756 Attrib 200096_s_at -0.04804432577315719 Attrib 200097_s_at 0.049563007068446005 Attrib 200098_s_at -0.0448166257945321 Attrib 200099_s_at -0.052715535245998216 Attrib 200593_s_at 0.0018425963403286391 Attrib 200594_x_at 0.017673470277531595 Attrib 200595_s_at 0.024631823923479262 Attrib 200596_s_at 0.02063922762833532 Attrib 200597_at 0.02746178946076313 Attrib 200598_s_at 0.05616418694616422 Attrib 200599_s_at 0.023737731694219652 Attrib 200600_at -0.039312002900757745 Attrib 200601_at 0.01491590068850097 Attrib 200602_at -0.032592685528754356 Attrib 200603_at -0.00958856333457816 Attrib 200604_s_at -0.035665291444978535 Attrib 200605_s_at 0.014367666538919533 Attrib 200606_at 0.03880904634019457 Attrib 200607_s_at -0.010381133131004852 Attrib 200608_s_at 0.026195425881657252 Attrib 200609_s_at -0.04171972283856024 Attrib 200610_s_at -0.02101490202264334 Attrib 200611_s_at -0.009704688969335991 Attrib 200612_s_at -0.021663220608330425 Attrib 200613_at 0.03040596159972014 Attrib 200614_at -0.02549106989056367 Attrib 200615_s_at -0.0452027312268456 Attrib 200616_s_at -0.0038743595023476556 Attrib 200617_at -0.04022725860611881 Attrib 200618_at -0.04396470791264994 Attrib 200619_at 0.0173995036564389 Attrib 200620_at 0.041690240347521196 Attrib 200621_at -0.020993312304131456 Attrib 200622_x_at -0.048948533612486286 Attrib 200623_s_at 0.037208443288804016 Attrib 200624_s_at 0.03279236755924061 Attrib 200625_s_at -0.032531001793809335 Attrib 200626_s_at 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Attrib 200727_s_at 0.04575651570852036 Attrib 200728_at 0.0057469972451667 Attrib 200729_s_at 0.03902189955279791 Attrib 200730_s_at -0.003305022001547334 Attrib 200731_s_at -0.004570617629333528 Attrib 200732_s_at 0.03202511366616948 Attrib 200733_s_at 0.0018921908370029595 Attrib 200734_s_at 0.017298084024183792 Attrib 200735_x_at -0.02389447283770925 Attrib 200736_s_at 0.0029418014322795897 Attrib 200737_at -0.010962077041828238 Attrib 200738_s_at 0.005878101301266589 Attrib 200739_s_at 0.04272723084064039 Attrib 200740_s_at -0.029461664592979525 Attrib 200741_s_at -0.041198539214875436 Attrib 200742_s_at 0.026100809539496346 Attrib 200743_s_at -0.03053234131388316 Attrib 200744_s_at 0.002393806999807772 Attrib 200745_s_at -0.037876804882808146 Attrib 200746_s_at 0.016679878858411164 Attrib 200747_s_at 0.006383236638266699 Attrib 200748_s_at -0.025583563531239428 Attrib 200749_at 0.0011005000466344787 Attrib 200750_s_at -0.026739393864200135 Attrib 200751_s_at -0.029028019641567596 Attrib 200752_s_at -0.016025122062366337 Attrib 200753_x_at 0.024051912242960227 Attrib 200754_x_at -0.02727366925352342 Attrib 200755_s_at 0.020895790561959726 Attrib 200756_x_at -0.046208891893789905 Attrib 200757_s_at 0.04157710218927983 Attrib 200758_s_at 0.03235657189338289 Attrib 200759_x_at 0.029778726046392538 Attrib 200760_s_at -0.02078704027729837 Attrib 200761_s_at -0.026564432859955762 Attrib 200762_at -0.02654493465062705 Attrib 200763_s_at 0.01168415906365764 Attrib 200764_s_at -0.0013823160483802468 Attrib 200765_x_at -0.002617777262164008 Attrib 200766_at 0.04167329170439238 Attrib 200767_s_at -0.013523776562079485 Attrib 200768_s_at -0.013465071049285746 Attrib 200769_s_at 0.020013677451878653 Attrib 200770_s_at 0.04769912222074914 Attrib 200771_at -0.031263009178972324 Attrib 200772_x_at 0.015245333473720734 Attrib 200773_x_at -0.02840304158009168 Attrib 200774_at 0.00808622880720376 Attrib 200775_s_at 0.038672633397729986 Attrib 200776_s_at 0.021210367859706564 Attrib 200777_s_at 0.027943391806130303 Attrib 200778_s_at 0.03861469074528821 Attrib 200779_at 0.014644142516090468 Attrib 200780_x_at -0.02338790418654593 Attrib 200781_s_at -0.02858966216036639 Attrib 200782_at 0.025011666298526105 Attrib 200783_s_at 0.001425398550021905 Attrib 200784_s_at -0.021859445847950063 Attrib 200785_s_at -0.04337545425948268 Attrib 200786_at -0.03091123937634875 Attrib 200787_s_at -0.03535051270048782 Attrib 200788_s_at 0.007118888222141042 Attrib 200789_at -0.00535588851903468 Attrib 200790_at 0.035867070565938686 Attrib 200791_s_at -0.008052586058064876 Attrib 200792_at 0.03908672779539586 Attrib 200793_s_at 0.023787949504830763 Attrib 200794_x_at -0.05453595523115989 Attrib 200795_at -0.007605114182818917 Attrib 200796_s_at 0.05083488328760432 Attrib 200797_s_at 0.008551769607595688 Attrib 200798_x_at 0.04012922078696294 Attrib 200799_at -0.04492712971772432 Attrib 200800_s_at -0.03758458118300605 Attrib 200801_x_at 0.032792900651069753 Attrib 200802_at 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Attrib 200934_at 0.0420062344354349 Attrib 200935_at 0.008426312864109017 Attrib 200936_at -0.021507598557236288 Attrib 200937_s_at 0.019047414531373635 Attrib 200938_s_at 0.003090575254330588 Attrib 200939_s_at 0.043133776340712714 Attrib 200940_s_at -0.032188788416121515 Attrib 200941_at 0.027823319855255407 Attrib 200942_s_at -0.04046984842945638 Attrib 200943_at 0.01726489145762662 Attrib 200944_s_at -0.03645568323023289 Attrib 200945_s_at 0.010455225201074475 Attrib 200946_x_at -0.006404297370207035 Attrib 200947_s_at 0.005465257627759368 Attrib 200948_at 0.025136007834137268 Attrib 200949_x_at -0.033151899718458146 Attrib 200950_at -0.03639934452859549 Attrib 200951_s_at 0.04202572117807602 Attrib 200952_s_at -0.021973510454847293 Attrib 200953_s_at 0.0547564883045499 Attrib 200954_at -0.03883887260262059 Attrib 200955_at -0.012723594135925477 Attrib 200956_s_at -0.003186192897540838 Attrib 200957_s_at -0.053280533956339304 Attrib 200958_s_at -0.040824646093322446 Attrib 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Attrib 200034_s_at -0.043978313781660984 Attrib 200035_at 0.002706627265005665 Attrib 200036_s_at 0.013773676942030617 Attrib 200037_s_at -0.017384756174635762 Attrib 200038_s_at -0.03808289802861844 Attrib 200039_s_at 0.013705943373545875 Attrib 200040_at 0.013483146113002886 Attrib 200041_s_at -0.02645222771232557 Attrib 200042_at 0.03783786132390376 Attrib 200043_at -0.0042742661458730615 Attrib 200044_at 0.05097339532440536 Attrib 200045_at -0.03788105705938211 Attrib 200046_at -0.012600315316445445 Attrib 200047_s_at -0.031241195523441057 Attrib 200048_s_at 0.03814495200792187 Attrib 200049_at 0.04049713877124384 Attrib 200050_at 0.014278510552277395 Attrib 200051_at 0.007116751273750609 Attrib 200052_s_at -0.01670620586172841 Attrib 200053_at 0.012012806929227845 Attrib 200054_at 0.019559392133759502 Attrib 200055_at 0.031199016106329698 Attrib 200056_s_at -0.02013488420407493 Attrib 200057_s_at -0.04633122660631118 Attrib 200058_s_at -0.0017915151293454 Attrib 200059_s_at 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Attrib 200828_s_at 0.01720174760054516 Attrib 200829_x_at -0.01890793682736645 Attrib 200830_at -0.04488916182732378 Attrib 200831_s_at 0.042552621202205605 Attrib 200832_s_at 0.033367828063029716 Attrib 200833_s_at 0.008369877202511835 Attrib 200834_s_at 0.03407157753166818 Attrib 200835_s_at -0.017978653234690407 Attrib 200836_s_at 0.04461714562461982 Attrib 200837_at -0.03039719549476714 Attrib 200838_at -0.04110875008046498 Attrib 200839_s_at 0.005515207152060408 Attrib 200840_at -3.95686442333915E-4 Attrib 200841_s_at -0.006252361318788258 Attrib 200842_s_at -0.038280917124422394 Attrib 200843_s_at -0.028535599857994084 Attrib 200844_s_at 0.03329794300551081 Attrib 200845_s_at -0.004921100010547036 Attrib 200846_s_at -0.04266516701595332 Attrib 200847_s_at 0.023092253241566697 Attrib 200848_at 0.04482359334743991 Attrib 200849_s_at 0.04307100686428347 Attrib 200850_s_at -0.02627419130934384 Attrib 200851_s_at -0.0314359270939606 Attrib 200852_x_at -0.005051783291791639 Attrib 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Attrib 200722_s_at -0.0466969428423442 Attrib 200723_s_at 0.04556695089836312 Attrib 200724_at -0.007830394343504441 Attrib 200725_x_at -0.024141456972462887 Attrib 200726_at 0.059382286255825235 Attrib 200727_s_at 0.024968538495574663 Attrib 200728_at -0.018394827652102198 Attrib 200729_s_at -0.013753884187932235 Attrib 200730_s_at -0.023655619759963505 Attrib 200731_s_at -0.002499320887590314 Attrib 200732_s_at -0.02842166146687077 Attrib 200733_s_at 0.05393535914608519 Attrib 200734_s_at 0.033657771151401644 Attrib 200735_x_at 0.0100992855594508 Attrib 200736_s_at 0.025538165423237943 Attrib 200737_at 0.050101797277404374 Attrib 200738_s_at 0.05323553076965067 Attrib 200739_s_at -0.0493959627136208 Attrib 200740_s_at 0.0446750214905867 Attrib 200741_s_at -0.008962478156597394 Attrib 200742_s_at -5.840268515557697E-4 Attrib 200743_s_at -0.023437193959865443 Attrib 200744_s_at 0.01162452991187483 Attrib 200745_s_at 0.017003895962824027 Attrib 200746_s_at 0.05754292551359404 Attrib 200747_s_at 0.05790803046765544 Attrib 200748_s_at -0.001145306227774979 Attrib 200749_at 0.0427764021666362 Attrib 200750_s_at 0.03693996099437714 Attrib 200751_s_at 0.053715435444118775 Attrib 200752_s_at 0.03281363173919051 Attrib 200753_x_at 0.022781646100966862 Attrib 200754_x_at 0.06113105375741517 Attrib 200755_s_at -0.02422310535060958 Attrib 200756_x_at -0.021106312329513627 Attrib 200757_s_at -0.025493075808303848 Attrib 200758_s_at -0.011129774541033838 Attrib 200759_x_at 0.056494953364813666 Attrib 200760_s_at -0.006208098611100913 Attrib 200761_s_at 0.018778661437192447 Attrib 200762_at 0.022885246073736206 Attrib 200763_s_at -0.017839619917235896 Attrib 200764_s_at 0.00986332361579736 Attrib 200765_x_at -0.010881777750726945 Attrib 200766_at -0.019286328755796146 Attrib 200767_s_at 0.042334935899734236 Attrib 200768_s_at -7.09295022741515E-4 Attrib 200769_s_at 6.543048048423045E-4 Attrib 200770_s_at -0.024755901273635073 Attrib 200771_at -0.010894282327703243 Attrib 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200823_x_at 0.005493714728599593 Attrib 200824_at 0.02711188560970424 Attrib 200825_s_at 0.01303063418961946 Attrib 200826_at 0.004374711531598979 Attrib 200827_at 0.022777045459903517 Attrib 200828_s_at 0.019735724248605226 Attrib 200829_x_at 0.012595736320930159 Attrib 200830_at -0.02210126104704898 Attrib 200831_s_at 0.01908008211702798 Attrib 200832_s_at 0.042453120501947224 Attrib 200833_s_at 0.04365340440828347 Attrib 200834_s_at 0.055418936491361585 Attrib 200835_s_at 0.049652886799414354 Attrib 200836_s_at 0.017242698702313784 Attrib 200837_at 0.015863566539071092 Attrib 200838_at 0.059572891879444374 Attrib 200839_s_at -0.010671930427827723 Attrib 200840_at -0.011600152373367915 Attrib 200841_s_at -0.006138212871612051 Attrib 200842_s_at 0.05054111295444664 Attrib 200843_s_at 0.04515033781476965 Attrib 200844_s_at -0.01703525971672209 Attrib 200845_s_at -0.026538160387596342 Attrib 200846_s_at 0.04658612758602392 Attrib 200847_s_at 0.002434505276406602 Attrib 200848_at 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Attrib 200874_s_at 0.03587290153446467 Attrib 200875_s_at 0.05908417227811135 Attrib 200876_s_at 0.024432526538111083 Attrib 200877_at 0.03799461984946126 Attrib 200878_at 0.03579677566470831 Attrib 200879_s_at -0.017598335630440057 Attrib 200880_at -0.031411704808679004 Attrib 200881_s_at -0.021537173517482428 Attrib 200882_s_at 0.010783428606393837 Attrib 200883_at 0.0658124076388017 Attrib 200884_at 0.025461449725398603 Attrib 200885_at -0.023510610191717907 Attrib 200886_s_at -0.023609178190477916 Attrib 200887_s_at 0.06378389771311367 Attrib 200888_s_at 0.05573387166005095 Attrib 200889_s_at -0.02718511062960051 Attrib 200890_s_at 6.809651145379499E-4 Attrib 200891_s_at 0.02353296295763585 Attrib 200892_s_at 0.037274883137756475 Attrib 200893_at 0.005340762555621509 Attrib 200894_s_at 0.001295252080968319 Attrib 200895_s_at 0.04716531256833962 Attrib 200896_x_at 0.041465302434339525 Attrib 200897_s_at -0.01185408368549211 Attrib 200898_s_at -0.005611985278334553 Attrib 200899_s_at 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Attrib 200950_at 0.060470552789320266 Attrib 200951_s_at 0.005976524344902725 Attrib 200952_s_at -2.982730043296742E-4 Attrib 200953_s_at 0.023197358067688446 Attrib 200954_at -0.027418908201944356 Attrib 200955_at 0.06938197857311634 Attrib 200956_s_at -0.020142450666468026 Attrib 200957_s_at -0.004938450366566528 Attrib 200958_s_at 0.03039773401593142 Attrib 200959_at 0.006689044583050586 Attrib 200960_x_at 0.03036555837264921 Attrib 200961_at -0.015043957910919153 Attrib 200962_at -0.0358160117493073 Attrib 200963_x_at 0.05298519317042669 Attrib 200964_at 0.04628399647577236 Attrib 200965_s_at 0.05529842726365471 Attrib 200966_x_at -0.013341281126013784 Attrib 200967_at 0.016876540643273662 Attrib 200968_s_at -0.025744093122510022 Attrib 200969_at 0.032548393785976786 Attrib 200970_s_at -0.010980022162470354 Attrib 200971_s_at 0.028541160260605346 Attrib 200972_at 0.01437338963066127 Attrib 200973_s_at 0.02075529150519634 Attrib 200974_at 0.045188671717881386 Attrib 200975_at 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Attrib 201001_s_at 0.0028404049338938246 Attrib 201002_s_at 0.061458794693741076 Attrib 201003_x_at 0.01491853359623949 Attrib 201004_at 0.004512621577563631 Attrib 201005_at 0.05837199570577364 Attrib 201006_at -0.052894771938088864 Attrib 201007_at 0.0563983673581701 Attrib 201008_s_at 0.016969301062688246 Attrib 201009_s_at 0.022445734799837802 Attrib 201010_s_at 0.023287821887930396 Attrib 201011_at 0.05863329201038807 Attrib 201012_at -0.007974126904949135 Attrib 201013_s_at 0.032902054045103865 Attrib 201014_s_at -0.0017517818276798361 Attrib 201015_s_at -0.02869016206885939 Attrib 201016_at 0.05961224385068085 Attrib 201017_at 0.0013699127795124152 Attrib 201018_at 0.04224359481580712 Attrib 201019_s_at 0.0030854613466379075 Attrib 201020_at -0.016239718226012334 Attrib 201021_s_at 0.048045655817884794 Attrib 201022_s_at 0.027569617097054806 Attrib 201023_at 0.011655223692311804 Attrib 201024_x_at 0.04023424950621922 Attrib 201025_at 0.0013469834589054923 Attrib 201026_at 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AFFX-TrpnX-M_at 0.006259343293758952 Class tumoral_urothelia Input Node 0 Class normal_urothelia Input Node 1 Time taken to build model: 1665.63 seconds Time taken to test model on training data: 2.57 seconds === Error on training data === Correctly Classified Instances 55 64.7059 % Incorrectly Classified Instances 30 35.2941 % Kappa statistic 0.2086 Mean absolute error 0.4171 Root mean squared error 0.4605 Relative absolute error 84.8003 % Root relative squared error 92.8763 % Total Number of Instances 85 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,811 0,615 1,000 0,762 0,341 0,638 0,682 tumoral_urothelia 0,189 0,000 1,000 0,189 0,318 0,341 0,638 0,640 normal_urothelia Weighted Avg. 0,647 0,458 0,783 0,647 0,569 0,341 0,638 0,664 === Confusion Matrix === a b <-- classified as 48 0 | a = tumoral_urothelia 30 7 | b = normal_urothelia Time taken to perform cross-validation: 4054.53 seconds === Stratified cross-validation === Correctly Classified Instances 49 57.6471 % Incorrectly Classified Instances 36 42.3529 % Kappa statistic 0.0437 Mean absolute error 0.4798 Root mean squared error 0.5205 Relative absolute error 97.5241 % Root relative squared error 104.9573 % Total Number of Instances 85 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,958 0,919 0,575 0,958 0,719 0,083 0,497 0,612 tumoral_urothelia 0,081 0,042 0,600 0,081 0,143 0,083 0,497 0,459 normal_urothelia Weighted Avg. 0,576 0,537 0,586 0,576 0,468 0,083 0,497 0,545 === Confusion Matrix === a b <-- classified as 46 2 | a = tumoral_urothelia 34 3 | b = normal_urothelia