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 0.30661268635773065 Node 2 -1.2138490206798143 Node 3 -0.7194396964751177 Node 4 1.337200932677945 Node 5 -1.2429354438689855 Node 6 1.6315350190329216 Node 7 -0.8873679187612669 Node 8 -1.1025182398541318 Node 9 0.7884108491430476 Node 10 -1.0168373327826132 Node 11 1.4727311077855934 Sigmoid Node 1 Inputs Weights Threshold -0.32454699938329773 Node 2 1.279974540248242 Node 3 0.6597277345639244 Node 4 -1.3072539066285982 Node 5 1.244855329116129 Node 6 -1.6174376184706432 Node 7 0.8879037349393236 Node 8 1.0566274695900848 Node 9 -0.8272653009165772 Node 10 1.0717727202420388 Node 11 -1.4600007477106767 Sigmoid Node 2 Inputs Weights Threshold 0.048149095393706855 Attrib 1007_s_at 0.017645111970554402 Attrib 1053_at -0.05217580048757699 Attrib 117_at -0.035622079810733655 Attrib 121_at 0.03844772655470719 Attrib 1255_g_at 0.01821727423923163 Attrib 1294_at -0.04621801826790231 Attrib 1316_at 0.04326483872477404 Attrib 1320_at 0.023821538354247433 Attrib 1405_i_at 0.018083910001451917 Attrib 1431_at -0.021962244367791945 Attrib 1438_at -0.002829341130690707 Attrib 1487_at -0.01186523988982788 Attrib 1494_f_at -0.029775796764242676 Attrib 1552256_a_at -0.01578549433552529 Attrib 1552257_a_at 0.03414530003242167 Attrib 1552258_at 0.03507250957510774 Attrib 1552261_at 0.012211314997633152 Attrib 1552263_at 0.00839206239527096 Attrib 1552264_a_at -0.017459749617499253 Attrib 1552266_at -0.030793174365906544 Attrib 1552269_at 5.64250938597001E-4 Attrib 1552271_at -0.04141054757483661 Attrib 1552272_a_at -0.05445431643890971 Attrib 1552274_at -0.00945801204462121 Attrib 1552275_s_at -0.030172593177548904 Attrib 1552276_a_at -0.023867601028955163 Attrib 1552277_a_at -0.019575584449804173 Attrib 1552278_a_at 0.0069989589299632865 Attrib 1552279_a_at -0.0052488622850689485 Attrib 1552280_at -0.008777332936768073 Attrib 1552281_at 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1552319_a_at 0.016353644614465822 Attrib 1552320_a_at -0.0018880359353533756 Attrib 1552321_a_at 0.013047878857308046 Attrib 1552322_at -0.026207788365979173 Attrib 1552323_s_at -0.03729353624653698 Attrib 1552325_at -0.01054076366656395 Attrib 1552326_a_at 0.025316892158205873 Attrib 1552327_at 0.009774271602286408 Attrib 1552329_at -4.247022307696224E-4 Attrib 1552330_at 0.054048243472691423 Attrib 1552332_at -0.0329720754459824 Attrib 1552334_at 0.052521835186990516 Attrib 1552335_at 0.016997034848354735 Attrib 1552337_s_at -0.052055510334459834 Attrib 1552338_at 0.038938187827885384 Attrib 1552340_at 0.005778039151803515 Attrib 1552343_s_at 0.039451836237632515 Attrib 1552344_s_at -0.04301594039513531 Attrib 1552347_at -0.01660823215751906 Attrib 1552348_at -0.05457990903282085 Attrib 1552349_a_at -0.0349697441265351 Attrib 1552354_at -0.011677868445564964 Attrib 1552355_s_at -0.020175588928759664 Attrib 1552359_at -0.04586348660812404 Attrib 1552360_a_at 0.02217298244748065 Attrib 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Attrib 200619_at 0.007427457197647765 Attrib 200620_at 0.029709429468924155 Attrib 200621_at 0.03261456995912903 Attrib 200622_x_at 0.015004735106666377 Attrib 200623_s_at -0.05088257435789941 Attrib 200624_s_at 0.020527260818656932 Attrib 200625_s_at 0.009849269359142706 Attrib 200626_s_at 0.004861527463294536 Attrib 200627_at -0.02153480660678824 Attrib 200628_s_at 0.03728510060853385 Attrib 200629_at -0.03199406763657028 Attrib 200630_x_at 0.0011963751784003266 Attrib 200631_s_at -0.03622635682835608 Attrib 200632_s_at 0.02122809652256737 Attrib 200633_at 0.030028363107885803 Attrib 200634_at 0.023548200979997255 Attrib 200635_s_at -0.046287318056409385 Attrib 200636_s_at 0.031479356745047024 Attrib 200637_s_at -0.044156568257022556 Attrib 200638_s_at -0.023527267505070275 Attrib 200639_s_at -0.014104330874800772 Attrib 200640_at 0.05030585612924957 Attrib 200641_s_at 0.05616603644283355 Attrib 200642_at -0.0361275263593102 Attrib 200643_at -0.01586808274132338 Attrib 200644_at 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0.02859455010809916 Attrib 200720_s_at -0.01002336220647851 Attrib 200721_s_at -0.04291842115239292 Attrib 200722_s_at 0.03494625694229197 Attrib 200723_s_at -0.021357432940722527 Attrib 200724_at 0.04097204420549554 Attrib 200725_x_at 0.043430425401052734 Attrib 200726_at 0.03995611594820527 Attrib 200727_s_at 0.04013547836679228 Attrib 200728_at 0.006820197691423082 Attrib 200729_s_at -0.012168616354755997 Attrib 200730_s_at 0.02112504588585423 Attrib 200731_s_at -0.03625884746944422 Attrib 200732_s_at -0.03258034359037883 Attrib 200733_s_at -0.01377722284496237 Attrib 200734_s_at -0.01348894741837024 Attrib 200735_x_at 0.03983420032807821 Attrib 200736_s_at -0.01845346207367791 Attrib 200737_at 0.005671624886602729 Attrib 200738_s_at 0.03697669608238826 Attrib 200739_s_at -0.024666875362610696 Attrib 200740_s_at -0.04938279797617885 Attrib 200741_s_at -0.023031725950502183 Attrib 200742_s_at 0.027183991583144638 Attrib 200743_s_at -0.0018225744231712485 Attrib 200744_s_at 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Attrib 200870_at 0.014125065668827418 Attrib 200871_s_at -0.02334264491115608 Attrib 200872_at -0.0230857538666158 Attrib 200873_s_at 0.03834436394760641 Attrib 200874_s_at 0.047665135056785005 Attrib 200875_s_at -0.05392491925081591 Attrib 200876_s_at 0.030904734503615094 Attrib 200877_at -0.054494371618560244 Attrib 200878_at 0.046191507200685315 Attrib 200879_s_at 0.030485205915924043 Attrib 200880_at -0.012668585862015448 Attrib 200881_s_at -0.036613400562699995 Attrib 200882_s_at -4.750269970487719E-4 Attrib 200883_at -0.04165145504981113 Attrib 200884_at -0.036018474022090394 Attrib 200885_at 0.04187145627000514 Attrib 200886_s_at 0.01686541343621462 Attrib 200887_s_at -0.022545401697058137 Attrib 200888_s_at -0.04738358564220161 Attrib 200889_s_at -0.006088218852013068 Attrib 200890_s_at 0.0049937189534085364 Attrib 200891_s_at 0.00238421794501439 Attrib 200892_s_at -0.019615469646757044 Attrib 200893_at -0.03619432914150499 Attrib 200894_s_at -0.02169377806834763 Attrib 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Attrib 200071_at 0.01194159693795653 Attrib 200072_s_at -0.03517360288989503 Attrib 200073_s_at -0.023282215144345923 Attrib 200074_s_at 0.04318676694762976 Attrib 200075_s_at -0.00508039257681658 Attrib 200076_s_at -0.04184239724835391 Attrib 200077_s_at 0.006493099356146216 Attrib 200078_s_at -0.022432049802414006 Attrib 200079_s_at 0.021306031753836528 Attrib 200080_s_at -0.008278586073201215 Attrib 200081_s_at 0.0218549639994396 Attrib 200082_s_at -0.009473119206362823 Attrib 200083_at -0.014459182444600625 Attrib 200084_at -0.04747278159125998 Attrib 200085_s_at -0.04727824739416836 Attrib 200086_s_at 0.02293879684732375 Attrib 200087_s_at -0.04771659856160234 Attrib 200088_x_at -0.0019146543954485869 Attrib 200089_s_at 0.004763199464551263 Attrib 200090_at -0.03340407742588111 Attrib 200091_s_at 0.042877496806337644 Attrib 200092_s_at 0.020358132687053377 Attrib 200093_s_at -0.024902612540751358 Attrib 200094_s_at -5.801868504831679E-5 Attrib 200095_x_at -0.018282634131345957 Attrib 200096_s_at -0.0018225974866825053 Attrib 200097_s_at -0.00432927246498732 Attrib 200098_s_at -0.04270436695821912 Attrib 200099_s_at 0.04318991234654631 Attrib 200593_s_at 0.05026018117296161 Attrib 200594_x_at -0.018567967904203467 Attrib 200595_s_at 0.005230620148471778 Attrib 200596_s_at -0.04152427336827193 Attrib 200597_at 0.03375600668037966 Attrib 200598_s_at -0.011599147890325819 Attrib 200599_s_at 0.03352275575381384 Attrib 200600_at -0.017362619681974722 Attrib 200601_at -0.04414422064755511 Attrib 200602_at -5.340404281958388E-4 Attrib 200603_at 0.01039280841060781 Attrib 200604_s_at -0.012145332670037466 Attrib 200605_s_at 0.013266437150588003 Attrib 200606_at -0.04858719192311657 Attrib 200607_s_at -0.03312986901029012 Attrib 200608_s_at -0.0010639839054993052 Attrib 200609_s_at -0.022864360981128304 Attrib 200610_s_at -0.03607094626423461 Attrib 200611_s_at 0.005830604006930184 Attrib 200612_s_at -0.024929735337387085 Attrib 200613_at -0.0036655432984980508 Attrib 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Attrib 200824_at 0.01302676472314457 Attrib 200825_s_at 0.004021158107774601 Attrib 200826_at -0.02236290482263007 Attrib 200827_at -0.022376252917991876 Attrib 200828_s_at 0.01123791884912609 Attrib 200829_x_at -0.020696394483696322 Attrib 200830_at -0.005630595392292457 Attrib 200831_s_at -0.05477193494988916 Attrib 200832_s_at -0.04650313005236407 Attrib 200833_s_at 0.04572129938186203 Attrib 200834_s_at 0.008789913157499035 Attrib 200835_s_at 0.05511457274160142 Attrib 200836_s_at 0.05391173161741346 Attrib 200837_at 0.013073071898473038 Attrib 200838_at -0.033489647391621837 Attrib 200839_s_at 0.048555763292115264 Attrib 200840_at -0.013352386338201103 Attrib 200841_s_at 0.04794462187146078 Attrib 200842_s_at -0.046798029698577 Attrib 200843_s_at 0.022783911939282975 Attrib 200844_s_at -0.02474042878277055 Attrib 200845_s_at 0.027887348998078963 Attrib 200846_s_at -0.017878087762791196 Attrib 200847_s_at 0.03714348871954983 Attrib 200848_at 0.023842285021661885 Attrib 200849_s_at 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Attrib 200875_s_at 0.010601992891173181 Attrib 200876_s_at 0.026226987298471695 Attrib 200877_at 0.037007997711038645 Attrib 200878_at 0.023495037736835808 Attrib 200879_s_at -0.019253657050670257 Attrib 200880_at -0.013297440788859314 Attrib 200881_s_at 0.01925242037059117 Attrib 200882_s_at 0.005081708885876992 Attrib 200883_at 0.014195250295598203 Attrib 200884_at 0.02766165627340594 Attrib 200885_at 0.030086815211800465 Attrib 200886_s_at 0.061574747117620836 Attrib 200887_s_at -0.022656820525944775 Attrib 200888_s_at -0.03933213999501059 Attrib 200889_s_at 0.0049470849182685185 Attrib 200890_s_at -0.011378116356194647 Attrib 200891_s_at -0.02619128994696039 Attrib 200892_s_at -0.00906631624473892 Attrib 200893_at -0.05253288376533457 Attrib 200894_s_at 0.035761010119936834 Attrib 200895_s_at 0.012952846233021642 Attrib 200896_x_at -0.015048977628790424 Attrib 200897_s_at -0.0041055262195239944 Attrib 200898_s_at -0.029048230567967688 Attrib 200899_s_at 0.029072565644969642 Attrib 200900_s_at -0.027323467291906333 Attrib 200901_s_at 0.020892824372422954 Attrib 200902_at -0.038265384781411976 Attrib 200903_s_at 0.023733224429984177 Attrib 200904_at -0.04058180070024897 Attrib 200905_x_at -0.02531218919736977 Attrib 200906_s_at -0.05472110955528507 Attrib 200907_s_at -0.020184463990483015 Attrib 200908_s_at -0.006750571295362397 Attrib 200909_s_at -0.01894151830894848 Attrib 200910_at -0.043313103280200674 Attrib 200911_s_at 6.145560598552546E-4 Attrib 200912_s_at 0.03415890318544795 Attrib 200913_at -0.04367808185782151 Attrib 200914_x_at -0.014613388972936693 Attrib 200915_x_at -0.01564932970007045 Attrib 200916_at 0.04576720993267214 Attrib 200917_s_at 0.005847966300019349 Attrib 200918_s_at 0.0356227868520864 Attrib 200919_at 0.007429289255685188 Attrib 200920_s_at -0.020602470161138912 Attrib 200921_s_at 0.0064064203848946686 Attrib 200922_at -0.02802807907607947 Attrib 200923_at 0.030402229900432686 Attrib 200924_s_at 0.006847074832259332 Attrib 200925_at 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Attrib 200755_s_at -0.02102053646186503 Attrib 200756_x_at 0.044069123072448604 Attrib 200757_s_at -0.013303654077379296 Attrib 200758_s_at 0.01956235444318834 Attrib 200759_x_at 0.005073071587115331 Attrib 200760_s_at -0.05590854853679183 Attrib 200761_s_at -0.041055548001943186 Attrib 200762_at 0.049947164994698985 Attrib 200763_s_at -0.02974887419580886 Attrib 200764_s_at -0.021961392990492844 Attrib 200765_x_at -0.010941372995871133 Attrib 200766_at -0.039036716828966415 Attrib 200767_s_at -0.02561644519614677 Attrib 200768_s_at -0.03202706412470905 Attrib 200769_s_at -0.03628023879089407 Attrib 200770_s_at 0.04524468703380112 Attrib 200771_at -0.027103897950799885 Attrib 200772_x_at -0.01412372348701255 Attrib 200773_x_at 0.05373268068942582 Attrib 200774_at -0.027370889532869692 Attrib 200775_s_at -0.04212225726687188 Attrib 200776_s_at 0.0035799843520133373 Attrib 200777_s_at -0.021342347152056063 Attrib 200778_s_at 0.03749917419280108 Attrib 200779_at 0.011944855691568373 Attrib 200780_x_at -0.01809853367376696 Attrib 200781_s_at 0.0016880834475280903 Attrib 200782_at -0.016233550186445008 Attrib 200783_s_at 0.021840263630685915 Attrib 200784_s_at 0.010650593558293044 Attrib 200785_s_at 0.03147685593688461 Attrib 200786_at -0.010190655437390755 Attrib 200787_s_at 0.008622067847033676 Attrib 200788_s_at 0.009694856848487018 Attrib 200789_at 0.0026842040182167167 Attrib 200790_at 0.01915685618990519 Attrib 200791_s_at 4.995241008923999E-4 Attrib 200792_at -0.038784450849667355 Attrib 200793_s_at -0.008375897906879558 Attrib 200794_x_at -0.02162314001546161 Attrib 200795_at -0.024145428035510046 Attrib 200796_s_at 0.03642058914847936 Attrib 200797_s_at -0.013369376887810015 Attrib 200798_x_at 0.03264932080597749 Attrib 200799_at -0.055947026095301146 Attrib 200800_s_at -0.03178991890703376 Attrib 200801_x_at -0.024604108805053992 Attrib 200802_at 0.008597145932531438 Attrib 200803_s_at 0.036926776226282 Attrib 200804_at 0.012341930862371385 Attrib 200805_at -0.03741544453798477 Attrib 200806_s_at -0.009746665397747708 Attrib 200807_s_at 0.0036987533269502116 Attrib 200808_s_at -0.02078292558120299 Attrib 200809_x_at 0.013767532380739002 Attrib 200810_s_at -0.03770718852591312 Attrib 200811_at 0.033014908059496036 Attrib 200812_at 0.016962040230216573 Attrib 200813_s_at 0.04143074866799431 Attrib 200814_at 0.026671300943228216 Attrib 200815_s_at -0.05526525070003921 Attrib 200816_s_at 0.017372001736131393 Attrib 200817_x_at 0.01993557940524534 Attrib 200818_at 0.0340642172802395 Attrib 200819_s_at -0.001673861673981932 Attrib 200820_at 2.59078211502718E-4 Attrib 200821_at 0.03298976806963216 Attrib 200822_x_at -0.013566761578974648 Attrib 200823_x_at -0.002289502157992057 Attrib 200824_at 0.032415872452482675 Attrib 200825_s_at 0.03648562792399667 Attrib 200826_at 0.029512317449639596 Attrib 200827_at -0.04447857843209834 Attrib 200828_s_at 0.03868320081741233 Attrib 200829_x_at -0.04488824608810613 Attrib 200830_at 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Attrib 201082_s_at 0.046287594417891036 Attrib 201083_s_at -0.004325446976509954 Attrib 201084_s_at -0.02447301509245158 Attrib 201085_s_at 0.029072373319486096 Attrib 201086_x_at -0.04147303568791072 Attrib 201087_at -0.0196577431254767 Attrib 201088_at 0.0512946056521343 Attrib 201089_at -0.012924131878511904 Attrib 201090_x_at 0.01102936198777887 Attrib 201091_s_at 0.017350963149193335 Attrib 201092_at 0.002617902272322725 Attrib 201093_x_at -0.031330908277456035 Attrib 201094_at -0.014588248105663698 Attrib 201095_at -0.01418628912984709 Attrib 201096_s_at 0.010977657839982221 Attrib 201097_s_at 0.01465662013792023 Attrib 201098_at -0.044778543183083976 Attrib 201099_at -0.02572407116175384 Attrib 201100_s_at -0.059557576759026364 Attrib 201101_s_at 0.025587127283449227 Attrib 201102_s_at -0.027834817541595863 Attrib 201103_x_at 0.017196584141602647 Attrib 201104_x_at -0.03745616220271842 Attrib 201105_at -0.007925828230525204 Attrib 201106_at 0.03759041623954923 Attrib 201107_s_at 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200675_at -0.04675229042945725 Attrib 200676_s_at -0.0449994120531644 Attrib 200677_at -0.005034659978890264 Attrib 200678_x_at -0.04318848726818145 Attrib 200679_x_at -0.01945400842141092 Attrib 200680_x_at -0.011300894518534868 Attrib 200681_at -0.023804023229157895 Attrib 200682_s_at -0.03821690137411068 Attrib 200683_s_at -0.00602897431136199 Attrib 200684_s_at 9.66141920290159E-4 Attrib 200685_at -0.0010253828981246747 Attrib 200686_s_at 0.004851467234898964 Attrib 200687_s_at -0.03800232951090816 Attrib 200688_at 0.038283949523355475 Attrib 200689_x_at 0.037529076430770594 Attrib 200690_at -0.04787426323172045 Attrib 200691_s_at -0.04632768227953472 Attrib 200692_s_at 0.0440541232333792 Attrib 200693_at -0.005731758058283607 Attrib 200694_s_at 0.0015297139853228865 Attrib 200695_at -0.010423661506900356 Attrib 200696_s_at -0.024249700850598927 Attrib 200697_at 0.017111561539565633 Attrib 200698_at -0.05232411422491437 Attrib 200699_at -0.010036342075656448 Attrib 200700_s_at 0.032920029850965773 Attrib 200701_at -0.0085151364720678 Attrib 200702_s_at 0.02174760538750157 Attrib 200703_at 0.02249185090462105 Attrib 200704_at -0.025556399155555264 Attrib 200705_s_at -0.026176532930033813 Attrib 200706_s_at 0.017298764779499497 Attrib 200707_at -0.0032826925599165743 Attrib 200708_at -0.04330451570586496 Attrib 200709_at -0.014909499078458758 Attrib 200710_at 0.02874953929255602 Attrib 200711_s_at 0.04021777037866342 Attrib 200712_s_at 0.024789149278667256 Attrib 200713_s_at -0.04264221800863305 Attrib 200714_x_at 0.005991690121638048 Attrib 200715_x_at -0.047573865180380794 Attrib 200716_x_at -0.00895869420441095 Attrib 200717_x_at 0.04277682451811513 Attrib 200718_s_at 0.016175865914574022 Attrib 200719_at 0.032883908411871526 Attrib 200720_s_at -0.039245606575833064 Attrib 200721_s_at 0.03133232607065735 Attrib 200722_s_at 0.032667376027230015 Attrib 200723_s_at 0.02176085876476523 Attrib 200724_at 0.039204862206303794 Attrib 200725_x_at 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0.04714134521621469 Attrib 200801_x_at 0.016403235309039137 Attrib 200802_at -0.03320564869713562 Attrib 200803_s_at 0.0030232067005400492 Attrib 200804_at 0.008949423118144196 Attrib 200805_at -0.02959847845455394 Attrib 200806_s_at 0.009222280095476921 Attrib 200807_s_at -0.0014790864753912306 Attrib 200808_s_at -0.01509138020755774 Attrib 200809_x_at -0.022445743225837197 Attrib 200810_s_at 0.012378684142828757 Attrib 200811_at -0.013103458760172985 Attrib 200812_at 0.020026382114443415 Attrib 200813_s_at 0.005808651168418623 Attrib 200814_at 0.019527441067452897 Attrib 200815_s_at 0.04153604090576547 Attrib 200816_s_at -0.011002882487487741 Attrib 200817_x_at 0.0011164693870683872 Attrib 200818_at 0.018899093759312428 Attrib 200819_s_at 0.037427822148687694 Attrib 200820_at 0.05303998295012733 Attrib 200821_at 0.002330121163122439 Attrib 200822_x_at -0.02978352263040551 Attrib 200823_x_at 0.019422364278286003 Attrib 200824_at -0.035825870738957065 Attrib 200825_s_at 0.019125622564595494 Attrib 200826_at 0.03355774479228178 Attrib 200827_at 0.047771621882671214 Attrib 200828_s_at -0.00823465321366821 Attrib 200829_x_at -0.004678114846396662 Attrib 200830_at 0.04344576015096222 Attrib 200831_s_at -0.0013397298581025489 Attrib 200832_s_at 0.04214357198627424 Attrib 200833_s_at -0.0336012751340674 Attrib 200834_s_at 0.010477309299344824 Attrib 200835_s_at 0.03996407808641373 Attrib 200836_s_at 0.020904964686986962 Attrib 200837_at 0.0438798871486441 Attrib 200838_at 0.03827925179797466 Attrib 200839_s_at 0.04106185132473109 Attrib 200840_at 0.003652236803680645 Attrib 200841_s_at -0.044725465599823655 Attrib 200842_s_at -0.02549734942574761 Attrib 200843_s_at -0.01738760060235346 Attrib 200844_s_at -0.006069605369182733 Attrib 200845_s_at -0.035675914051596105 Attrib 200846_s_at -0.02886954492897836 Attrib 200847_s_at 0.05357479335256119 Attrib 200848_at 0.04236408345593218 Attrib 200849_s_at -0.053960367156200825 Attrib 200850_s_at 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Attrib 201001_s_at 0.005378248572113161 Attrib 201002_s_at 0.03649562434965008 Attrib 201003_x_at 0.0026169961542950758 Attrib 201004_at 0.029187205457639077 Attrib 201005_at 0.05828584783720198 Attrib 201006_at -0.024241278168601294 Attrib 201007_at -0.004684473314523599 Attrib 201008_s_at 0.02770499864199332 Attrib 201009_s_at 0.02025311462128686 Attrib 201010_s_at 0.0196972760986294 Attrib 201011_at -0.03233965329771922 Attrib 201012_at -0.03316194084372027 Attrib 201013_s_at -0.005174285159362646 Attrib 201014_s_at -0.024473002643203033 Attrib 201015_s_at -0.008858344731154296 Attrib 201016_at 0.049653574923541846 Attrib 201017_at 0.022567486618278974 Attrib 201018_at 0.006428594332202219 Attrib 201019_s_at -0.022206477092584682 Attrib 201020_at -4.5370331189493497E-4 Attrib 201021_s_at 0.04146502864449816 Attrib 201022_s_at 0.04620339339460533 Attrib 201023_at 0.023750878695227438 Attrib 201024_x_at 0.04971420484335669 Attrib 201025_at 0.045176540926035895 Attrib 201026_at 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Attrib 200662_s_at 0.012368042289182321 Attrib 200663_at -0.004056369129960314 Attrib 200664_s_at 0.041889033380178325 Attrib 200665_s_at 0.01577814935404621 Attrib 200666_s_at -0.013195557532802406 Attrib 200667_at -0.021996317586548908 Attrib 200668_s_at 0.003410139138775652 Attrib 200669_s_at 0.018253992263190164 Attrib 200670_at -0.033232850142214915 Attrib 200671_s_at 0.031680510985340776 Attrib 200672_x_at 0.04724356319758284 Attrib 200673_at 0.05123213110016964 Attrib 200674_s_at -0.014379645581189291 Attrib 200675_at 0.00698614635568222 Attrib 200676_s_at 0.04117080704869897 Attrib 200677_at -0.036676425897247025 Attrib 200678_x_at 0.03242466175366294 Attrib 200679_x_at -0.012773211154352133 Attrib 200680_x_at -0.040088047769892596 Attrib 200681_at -0.033328629646848476 Attrib 200682_s_at 0.046395387245785125 Attrib 200683_s_at 0.00527904982291951 Attrib 200684_s_at -0.0021514509121982627 Attrib 200685_at 0.03989804027158038 Attrib 200686_s_at -0.025888752649102034 Attrib 200687_s_at -0.02437552088996494 Attrib 200688_at -0.032204284384806346 Attrib 200689_x_at -0.012717907575292727 Attrib 200690_at 0.04406636400364182 Attrib 200691_s_at -0.03807055223557264 Attrib 200692_s_at -0.027301206836394854 Attrib 200693_at -0.023097791900246252 Attrib 200694_s_at 0.023562553381457955 Attrib 200695_at -0.032351309802537434 Attrib 200696_s_at -0.0077646839061742134 Attrib 200697_at -0.01345787816158749 Attrib 200698_at -0.012420394145746002 Attrib 200699_at -0.04460446829045892 Attrib 200700_s_at 0.0014780353372581623 Attrib 200701_at -0.022032706866803593 Attrib 200702_s_at -0.00961116735189914 Attrib 200703_at 0.023695353282848747 Attrib 200704_at 0.04263482416568389 Attrib 200705_s_at -0.012298947284536236 Attrib 200706_s_at -0.011591949247216836 Attrib 200707_at 0.021865913638751833 Attrib 200708_at 0.034173763885229434 Attrib 200709_at 0.03962208228292645 Attrib 200710_at 0.0359972913132732 Attrib 200711_s_at -0.021898634886191162 Attrib 200712_s_at 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Attrib 200813_s_at -0.0387417631743399 Attrib 200814_at 0.04212747211046233 Attrib 200815_s_at -0.03654060672806234 Attrib 200816_s_at 0.04040316137155529 Attrib 200817_x_at -0.026097016547313546 Attrib 200818_at 0.040022736888672916 Attrib 200819_s_at -0.01032584950694057 Attrib 200820_at 0.048643297090911246 Attrib 200821_at -0.040372341524227376 Attrib 200822_x_at -0.02295150099634011 Attrib 200823_x_at -0.04137542698461348 Attrib 200824_at -0.006607202886931709 Attrib 200825_s_at 0.031676159945650935 Attrib 200826_at -0.00806724557826725 Attrib 200827_at -0.025315563166093992 Attrib 200828_s_at 0.019279759519855767 Attrib 200829_x_at 0.023523863367335803 Attrib 200830_at 0.0378460482749312 Attrib 200831_s_at -0.05008196905161338 Attrib 200832_s_at 0.03481527250424057 Attrib 200833_s_at 0.035885383979040966 Attrib 200834_s_at 0.00568396123352776 Attrib 200835_s_at 0.009412317839607526 Attrib 200836_s_at 0.015201368946604722 Attrib 200837_at -0.0027977418294062996 Attrib 200838_at 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Attrib 200889_s_at 0.04441788286512456 Attrib 200890_s_at 0.04569331113059237 Attrib 200891_s_at -0.01728577783784296 Attrib 200892_s_at 0.027088973255396682 Attrib 200893_at -0.03498912134999338 Attrib 200894_s_at -0.048274523026902404 Attrib 200895_s_at -0.010155940064814248 Attrib 200896_x_at 0.0218059188752029 Attrib 200897_s_at -0.019248969148813574 Attrib 200898_s_at 0.05139627277933998 Attrib 200899_s_at -0.043367457361063316 Attrib 200900_s_at 0.007917516100626203 Attrib 200901_s_at -0.025790821170325426 Attrib 200902_at 0.014638982496770406 Attrib 200903_s_at 0.023558742147951603 Attrib 200904_at 0.008609759303126054 Attrib 200905_x_at 0.04072057605062466 Attrib 200906_s_at -0.04674360100129864 Attrib 200907_s_at 0.03054426728528722 Attrib 200908_s_at -0.008509815375846322 Attrib 200909_s_at -0.004818056326228486 Attrib 200910_at 0.008434647359848502 Attrib 200911_s_at -0.031075427087441675 Attrib 200912_s_at -0.039936151103134185 Attrib 200913_at 0.005334897635471658 Attrib 200914_x_at 0.04421174534860913 Attrib 200915_x_at -0.01641937485259566 Attrib 200916_at 0.0409671640655449 Attrib 200917_s_at -0.03637067160321405 Attrib 200918_s_at -0.04348574572018935 Attrib 200919_at -0.013493967804389696 Attrib 200920_s_at -0.04097417407835889 Attrib 200921_s_at 0.006503694273464278 Attrib 200922_at 0.05236325339913151 Attrib 200923_at 0.051166721306899 Attrib 200924_s_at 0.01420259922247369 Attrib 200925_at -0.03690289696888461 Attrib 200926_at -0.004288554819478395 Attrib 200927_s_at -0.01190719643817633 Attrib 200928_s_at 0.04750851654282379 Attrib 200929_at -0.021712998085385807 Attrib 200930_s_at 0.024794802436437235 Attrib 200931_s_at -0.027603376877962802 Attrib 200932_s_at -0.011652144561850717 Attrib 200933_x_at -0.01126051176627957 Attrib 200934_at -0.001392554943147986 Attrib 200935_at -0.02486874932496098 Attrib 200936_at -0.05215128525341934 Attrib 200937_s_at -0.04538392598437249 Attrib 200938_s_at 0.0021641351505711772 Attrib 200939_s_at 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Attrib 200022_at -0.04072175397329717 Attrib 200023_s_at 0.05216866266566721 Attrib 200024_at -0.03251355540599009 Attrib 200025_s_at -0.0073972055236044 Attrib 200026_at 0.021455722133812676 Attrib 200027_at 0.01655273881659626 Attrib 200028_s_at 0.017820925191513865 Attrib 200029_at 0.014618646048002287 Attrib 200030_s_at 0.012025145246718418 Attrib 200031_s_at 0.047274253351713445 Attrib 200032_s_at -0.04766594005264854 Attrib 200033_at -0.012983389272545836 Attrib 200034_s_at 0.016586422899961848 Attrib 200035_at 0.04117186156392994 Attrib 200036_s_at -0.028882452883925172 Attrib 200037_s_at -0.015904607101580755 Attrib 200038_s_at 0.040642147261381725 Attrib 200039_s_at 0.005505236173020068 Attrib 200040_at 0.046474146253110575 Attrib 200041_s_at 0.039578961088015334 Attrib 200042_at 0.03374072361811841 Attrib 200043_at -0.04169387610508841 Attrib 200044_at -0.03539209599099143 Attrib 200045_at 0.02406211931924091 Attrib 200046_at 5.273168035498036E-4 Attrib 200047_s_at 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Attrib 200073_s_at -0.02830763653227781 Attrib 200074_s_at -0.02759731688879204 Attrib 200075_s_at 0.004950290410307542 Attrib 200076_s_at 0.006705974997752557 Attrib 200077_s_at -0.006660993766224963 Attrib 200078_s_at -0.015056505400527307 Attrib 200079_s_at 0.009236255881756486 Attrib 200080_s_at 0.03118298133094277 Attrib 200081_s_at -0.013851581228354433 Attrib 200082_s_at 0.028638814878394314 Attrib 200083_at 0.023585443403326068 Attrib 200084_at -0.03173031735278671 Attrib 200085_s_at -0.014146576785013453 Attrib 200086_s_at -0.03844748773148514 Attrib 200087_s_at -0.022141604954575483 Attrib 200088_x_at 0.017913214048038372 Attrib 200089_s_at 0.014873230633601445 Attrib 200090_at 0.04657260987124642 Attrib 200091_s_at 0.010553963743631769 Attrib 200092_s_at -0.0428723593436396 Attrib 200093_s_at -0.014146768480745708 Attrib 200094_s_at -0.005575345760141714 Attrib 200095_x_at 0.003400676993853413 Attrib 200096_s_at 0.03994561824210566 Attrib 200097_s_at 0.03307723807913363 Attrib 200098_s_at -0.032642627983941 Attrib 200099_s_at -0.01655712308834175 Attrib 200593_s_at 0.04518741564454523 Attrib 200594_x_at -0.0295061995819931 Attrib 200595_s_at -0.02911062270293494 Attrib 200596_s_at 0.018534703533110458 Attrib 200597_at -0.004717432615435218 Attrib 200598_s_at 0.008601017206379605 Attrib 200599_s_at -0.013725782928939506 Attrib 200600_at 0.010830472074190045 Attrib 200601_at 0.017920637573941953 Attrib 200602_at 0.001024609822716814 Attrib 200603_at 0.01080018098415359 Attrib 200604_s_at 0.001872767722743096 Attrib 200605_s_at -0.0011012724969048614 Attrib 200606_at -0.018804593569138255 Attrib 200607_s_at 0.0454980653836894 Attrib 200608_s_at -0.0472953845209659 Attrib 200609_s_at -0.04506379232478628 Attrib 200610_s_at 0.04151443886194616 Attrib 200611_s_at 0.008543635326652355 Attrib 200612_s_at 0.02883457646912733 Attrib 200613_at 0.007035957511673556 Attrib 200614_at 0.020024224390603185 Attrib 200615_s_at 0.00948232865392073 Attrib 200616_s_at 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200667_at -0.046815489190530656 Attrib 200668_s_at 0.007641691711276107 Attrib 200669_s_at -0.033224650736169946 Attrib 200670_at -6.267554651650327E-4 Attrib 200671_s_at -0.007056629748200395 Attrib 200672_x_at -0.029603529759287497 Attrib 200673_at 0.006188338744792814 Attrib 200674_s_at -0.007841625886556645 Attrib 200675_at 0.04428811536538298 Attrib 200676_s_at 4.3180094486889144E-4 Attrib 200677_at 0.02489768131115177 Attrib 200678_x_at -0.04353006291628147 Attrib 200679_x_at 0.04220200115542596 Attrib 200680_x_at 0.05157413883572222 Attrib 200681_at 0.028577020623383784 Attrib 200682_s_at 0.042155483696372946 Attrib 200683_s_at -0.030261075217979612 Attrib 200684_s_at 0.0313982295062284 Attrib 200685_at 0.04261213698807742 Attrib 200686_s_at -0.029257293592229637 Attrib 200687_s_at 2.493104958254914E-4 Attrib 200688_at 0.041504824261776464 Attrib 200689_x_at -4.3967046217800096E-5 Attrib 200690_at 0.0328777754475033 Attrib 200691_s_at -0.010282497255574768 Attrib 200692_s_at 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Attrib 200718_s_at 0.019913766496713954 Attrib 200719_at 0.03342505231138244 Attrib 200720_s_at -0.024192053064894192 Attrib 200721_s_at 0.02480845643852803 Attrib 200722_s_at 0.04333583341156301 Attrib 200723_s_at -0.027945627051561443 Attrib 200724_at -0.0356466447317453 Attrib 200725_x_at 0.003826209922583064 Attrib 200726_at 0.015452908618459908 Attrib 200727_s_at 0.019864942535050528 Attrib 200728_at -0.02143731681935156 Attrib 200729_s_at -0.032783295188988724 Attrib 200730_s_at -0.013911456317490556 Attrib 200731_s_at -0.023098972051402187 Attrib 200732_s_at 0.026923172810831873 Attrib 200733_s_at 0.00847668356875471 Attrib 200734_s_at 0.0022619879079942874 Attrib 200735_x_at -0.02895131130735186 Attrib 200736_s_at -0.035235303836675384 Attrib 200737_at 0.007782076581447175 Attrib 200738_s_at 0.028438118210223903 Attrib 200739_s_at 0.009490866337276851 Attrib 200740_s_at -0.016968457297009555 Attrib 200741_s_at -0.025515538356231174 Attrib 200742_s_at -0.04453194746606573 Attrib 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Attrib 200819_s_at -1.338607650306406E-4 Attrib 200820_at 0.03492857820013436 Attrib 200821_at 0.024699082349913276 Attrib 200822_x_at 0.02747503516075864 Attrib 200823_x_at 0.02853081593077839 Attrib 200824_at -0.03164131046001389 Attrib 200825_s_at -0.03138538894336409 Attrib 200826_at 0.05215944569330403 Attrib 200827_at 0.025083545902915366 Attrib 200828_s_at 0.026861849075973342 Attrib 200829_x_at -0.03788355334553912 Attrib 200830_at 0.029669807657775982 Attrib 200831_s_at -0.032732729572970486 Attrib 200832_s_at 0.03767466033878451 Attrib 200833_s_at 0.04325839005707658 Attrib 200834_s_at -0.024077721543856994 Attrib 200835_s_at 0.03958973458254605 Attrib 200836_s_at -0.01587660415018551 Attrib 200837_at 0.01664138051307339 Attrib 200838_at -0.009084331024750774 Attrib 200839_s_at 0.015983068726503298 Attrib 200840_at 0.022173797958396687 Attrib 200841_s_at -0.03623431906579596 Attrib 200842_s_at -0.023390051012069285 Attrib 200843_s_at 0.009629468419995546 Attrib 200844_s_at 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Attrib 200809_x_at -0.03446045471843821 Attrib 200810_s_at 0.03816500656695925 Attrib 200811_at -0.006362761968779145 Attrib 200812_at 0.038047651293225106 Attrib 200813_s_at 0.041014873605966666 Attrib 200814_at 0.02305562663702873 Attrib 200815_s_at 0.016520903579911646 Attrib 200816_s_at 0.028599844685777476 Attrib 200817_x_at -0.02749501927733767 Attrib 200818_at -0.027513905659219164 Attrib 200819_s_at 0.005765513138604737 Attrib 200820_at 0.014210706536563903 Attrib 200821_at -0.00844905746270287 Attrib 200822_x_at 2.7258720768259147E-4 Attrib 200823_x_at 0.04408560355803474 Attrib 200824_at -0.03746842818180535 Attrib 200825_s_at -0.039177144315483865 Attrib 200826_at -0.017582006005294186 Attrib 200827_at 0.012414053365411057 Attrib 200828_s_at -0.016987139142213895 Attrib 200829_x_at -0.04413856449325931 Attrib 200830_at 0.04678466493177027 Attrib 200831_s_at 0.027765038162045685 Attrib 200832_s_at -0.007079156831463175 Attrib 200833_s_at 0.039969208159837386 Attrib 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Attrib 200935_at -0.01915772773594355 Attrib 200936_at -0.03190362242365826 Attrib 200937_s_at -0.029356289180190696 Attrib 200938_s_at -0.01602617124150006 Attrib 200939_s_at 0.04677983022107234 Attrib 200940_s_at 0.02894368902826675 Attrib 200941_at -0.026166855782363666 Attrib 200942_s_at 0.024610262489324537 Attrib 200943_at -0.038392910973433864 Attrib 200944_s_at 0.03137975868489046 Attrib 200945_s_at 0.04216342635694459 Attrib 200946_x_at -0.011367172218422657 Attrib 200947_s_at 0.04145671872992476 Attrib 200948_at -0.033054978046364515 Attrib 200949_x_at 0.020769079374971185 Attrib 200950_at 0.051627049899060966 Attrib 200951_s_at -0.011143765157455895 Attrib 200952_s_at -0.01864026999033928 Attrib 200953_s_at 0.020150024777248036 Attrib 200954_at 0.05084860111618364 Attrib 200955_at -0.06067658958260789 Attrib 200956_s_at -0.01944388294279798 Attrib 200957_s_at -0.007945641381284077 Attrib 200958_s_at 0.04771100977239893 Attrib 200959_at 0.018818368487551834 Attrib 200960_x_at 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200764_s_at 0.04502472278266554 Attrib 200765_x_at -0.037507692972106946 Attrib 200766_at 0.019580458350134045 Attrib 200767_s_at 0.032905281178439404 Attrib 200768_s_at -0.02296861802814672 Attrib 200769_s_at -0.04642364730706596 Attrib 200770_s_at 0.0016204025630752919 Attrib 200771_at -0.031362731176149135 Attrib 200772_x_at 0.03798005614956842 Attrib 200773_x_at -0.004399336996361236 Attrib 200774_at 0.02682142032587541 Attrib 200775_s_at -0.026676903319950727 Attrib 200776_s_at 0.03416464097180209 Attrib 200777_s_at -0.011020464457242205 Attrib 200778_s_at 0.040999827015835426 Attrib 200779_at 0.012285921300558212 Attrib 200780_x_at -7.980068159075507E-4 Attrib 200781_s_at 0.038055642713553356 Attrib 200782_at 0.02997714603608784 Attrib 200783_s_at 0.03982334904494511 Attrib 200784_s_at 0.010562137029675168 Attrib 200785_s_at -0.038269182074977426 Attrib 200786_at -0.03293905295436716 Attrib 200787_s_at -0.0350161937249206 Attrib 200788_s_at 0.031088899618134606 Attrib 200789_at 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Attrib 200890_s_at -0.03881726910379818 Attrib 200891_s_at -0.028456113829521425 Attrib 200892_s_at -0.010607122057611468 Attrib 200893_at -0.020725931473869898 Attrib 200894_s_at -0.011906199030475326 Attrib 200895_s_at 0.042774855698650124 Attrib 200896_x_at -0.025545577719714697 Attrib 200897_s_at -0.006177745470308757 Attrib 200898_s_at 0.005756198503533183 Attrib 200899_s_at -0.022656280219400162 Attrib 200900_s_at 0.029843948938493438 Attrib 200901_s_at -2.4926439665597496E-4 Attrib 200902_at -0.031607015653233574 Attrib 200903_s_at 0.013846644734319983 Attrib 200904_at 0.003546712685287171 Attrib 200905_x_at 0.021081295465693248 Attrib 200906_s_at 0.002219728997929277 Attrib 200907_s_at -0.027673360681404215 Attrib 200908_s_at 0.030669424227405755 Attrib 200909_s_at -0.03487746092310481 Attrib 200910_at 0.02176535824959887 Attrib 200911_s_at 0.02980425523302985 Attrib 200912_s_at -0.02392884935653564 Attrib 200913_at -4.921147650199072E-4 Attrib 200914_x_at -0.04861433224399225 Attrib 200915_x_at 0.0472810169083289 Attrib 200916_at -0.022484130466361274 Attrib 200917_s_at -0.009999412356542831 Attrib 200918_s_at -0.04937235319040252 Attrib 200919_at 0.039822379063651187 Attrib 200920_s_at 0.0143818015251862 Attrib 200921_s_at -0.04763072505103129 Attrib 200922_at -0.016866754914356314 Attrib 200923_at -0.04209991559610359 Attrib 200924_s_at -0.03926999408104322 Attrib 200925_at 0.025968287552414815 Attrib 200926_at -0.021495029403189418 Attrib 200927_s_at 0.01261055196137299 Attrib 200928_s_at 0.01029167934928848 Attrib 200929_at -0.02923598606751816 Attrib 200930_s_at 0.01915441266286826 Attrib 200931_s_at -0.03356709107238186 Attrib 200932_s_at 0.025498567337688592 Attrib 200933_x_at -0.0291280536473687 Attrib 200934_at -0.005516603848296563 Attrib 200935_at -0.00908608620831307 Attrib 200936_at -0.03187598327762954 Attrib 200937_s_at 0.05294175116720305 Attrib 200938_s_at 0.03107178569242026 Attrib 200939_s_at 0.020121405081851135 Attrib 200940_s_at 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Attrib 200966_x_at 0.03789486938452681 Attrib 200967_at 0.03587373953931551 Attrib 200968_s_at -0.003925444755773402 Attrib 200969_at 0.04024360491856693 Attrib 200970_s_at 0.014507529842446862 Attrib 200971_s_at 0.04001367648060232 Attrib 200972_at 0.0047473425131535196 Attrib 200973_s_at -0.04665722774406286 Attrib 200974_at 0.012334681566618764 Attrib 200975_at 0.024150545942417504 Attrib 200976_s_at -0.04637794432916437 Attrib 200977_s_at -0.048607011281658924 Attrib 200978_at 0.011631430872011534 Attrib 200979_at 0.04123996994281515 Attrib 200980_s_at 0.005148981434077208 Attrib 200981_x_at 0.02348211996798602 Attrib 200982_s_at -0.031130688635057916 Attrib 200983_x_at 0.016868422969895307 Attrib 200984_s_at -0.012393130047606591 Attrib 200985_s_at 0.04014641637054466 Attrib 200986_at 0.042943997008109455 Attrib 200987_x_at -0.037725024398054266 Attrib 200988_s_at 0.033815059066658916 Attrib 200989_at -0.04601425535888917 Attrib 200990_at -0.031148487948441012 Attrib 200991_s_at 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-0.030839363264195133 Attrib AFFX-TrpnX-5_at 0.04234148299198354 Attrib AFFX-TrpnX-M_at -0.02092390150449582 Class normal Input Node 0 Class AML Input Node 1 Time taken to build model: 1946.69 seconds Time taken to test model on training data: 3.05 seconds === Error on training data === Correctly Classified Instances 101 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0033 Root mean squared error 0.0033 Relative absolute error 0.6765 % Root relative squared error 0.6744 % Total Number of Instances 101 === 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 AML Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 41 0 | a = normal 0 60 | b = AML Time taken to perform cross-validation: 3948.02 seconds === Stratified cross-validation === Correctly Classified Instances 101 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0081 Root mean squared error 0.0196 Relative absolute error 1.687 % Root relative squared error 3.9943 % Total Number of Instances 101 === 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 AML Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 41 0 | a = normal 0 60 | b = AML