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 -0.6737973843797562 Node 2 0.9422310990494542 Node 3 -1.2654119816415774 Node 4 0.8698040041347801 Node 5 0.8783948835783902 Node 6 -1.5316636502958223 Node 7 0.7858084671915833 Node 8 -1.1213062321412217 Node 9 0.9202400256245785 Node 10 0.8692563031860175 Node 11 0.4142073057476208 Sigmoid Node 1 Inputs Weights Threshold 0.6046767626448856 Node 2 -0.9091084092288152 Node 3 1.2834254357508332 Node 4 -0.8911013685497716 Node 5 -0.8463279178820605 Node 6 1.5902861631196226 Node 7 -0.7620253716625562 Node 8 1.1137459359719097 Node 9 -0.9216089194470424 Node 10 -0.8767544926826857 Node 11 -0.4037944748053744 Sigmoid Node 2 Inputs Weights Threshold -0.01892239958062236 Attrib 1007_s_at 0.017668508322678182 Attrib 1053_at -0.02018607500093982 Attrib 117_at 0.024127379767271136 Attrib 121_at -0.04497515673992441 Attrib 1255_g_at -0.03412714778679499 Attrib 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1552319_a_at -0.03219011028126656 Attrib 1552320_a_at 0.040630945960063496 Attrib 1552321_a_at 0.03784513369990352 Attrib 1552322_at -0.012865340645956395 Attrib 1552323_s_at 0.006950274100392427 Attrib 1552325_at 0.03173072581694028 Attrib 1552326_a_at -0.019854339433741125 Attrib 1552327_at 0.0012137418126345362 Attrib 1552329_at 0.015273913183288964 Attrib 1552330_at 0.0252116008785856 Attrib 1552332_at -0.047211018214554167 Attrib 1552334_at -0.021384693162676435 Attrib 1552335_at 0.03649308990210027 Attrib 1552337_s_at -0.007536574014475689 Attrib 1552338_at -0.0476343396795246 Attrib 1552340_at 0.006579228627288879 Attrib 1552343_s_at -0.04505425067557242 Attrib 1552344_s_at -0.03933227834391805 Attrib 1552347_at -0.03120734804773063 Attrib 1552348_at -0.02730569942467878 Attrib 1552349_a_at -0.02280703827836671 Attrib 1552354_at 0.0443626912201984 Attrib 1552355_s_at -0.017721138038968097 Attrib 1552359_at 0.004488868677357357 Attrib 1552360_a_at 0.018562979725967692 Attrib 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200595_s_at -0.03771422626616658 Attrib 200596_s_at 0.003171187561151916 Attrib 200597_at -8.216110075931959E-4 Attrib 200598_s_at -0.04656747985890623 Attrib 200599_s_at -0.0014422076471415995 Attrib 200600_at 0.017339179576282858 Attrib 200601_at 0.013947510773147804 Attrib 200602_at -0.02174548396078524 Attrib 200603_at 0.04069030349352963 Attrib 200604_s_at 0.05107424276415981 Attrib 200605_s_at -0.03858502537424622 Attrib 200606_at -0.02822892483937359 Attrib 200607_s_at -0.024009980730091977 Attrib 200608_s_at -0.029147252715421203 Attrib 200609_s_at -0.021989578898568743 Attrib 200610_s_at -0.01626859560277171 Attrib 200611_s_at -0.029690941841825653 Attrib 200612_s_at -0.03174193600861614 Attrib 200613_at -0.010975968472765042 Attrib 200614_at 0.036951571696654056 Attrib 200615_s_at 0.04864922692647818 Attrib 200616_s_at 0.04741156772218287 Attrib 200617_at 0.027671403585416886 Attrib 200618_at 0.04955282134397525 Attrib 200619_at 0.01501540498851177 Attrib 200620_at 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Attrib 200646_s_at 0.03133537146440266 Attrib 200647_x_at 0.015467504076870475 Attrib 200648_s_at 0.02788810991483456 Attrib 200649_at -0.04437796708637389 Attrib 200650_s_at -0.031908199736142916 Attrib 200651_at 0.015406583158801041 Attrib 200652_at -0.03844241798741527 Attrib 200653_s_at 0.0374439351936185 Attrib 200654_at 0.03862140061181744 Attrib 200655_s_at -0.040934822950780304 Attrib 200656_s_at -0.042096491941411636 Attrib 200657_at -0.016027380108540188 Attrib 200658_s_at -0.04490788308066063 Attrib 200659_s_at 0.02215425644044074 Attrib 200660_at 0.014972510178850486 Attrib 200661_at -0.03521863334896224 Attrib 200662_s_at -0.025699666992791387 Attrib 200663_at -0.0049972836528507 Attrib 200664_s_at 0.014678405859348112 Attrib 200665_s_at -0.010910449666940148 Attrib 200666_s_at 0.02004496552830785 Attrib 200667_at 0.02774162967329619 Attrib 200668_s_at -0.04433031745023093 Attrib 200669_s_at -0.02480186496601664 Attrib 200670_at 0.038059027906086326 Attrib 200671_s_at 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Attrib 200722_s_at -0.035144610008851745 Attrib 200723_s_at 0.021454621067748134 Attrib 200724_at 0.022087943497277943 Attrib 200725_x_at 0.02336855057368879 Attrib 200726_at 0.00424271963320912 Attrib 200727_s_at 0.03965789572348882 Attrib 200728_at 0.04029655751912701 Attrib 200729_s_at -0.046888788104989094 Attrib 200730_s_at -0.04411444175503703 Attrib 200731_s_at 0.044958017239384925 Attrib 200732_s_at 0.00734354183020764 Attrib 200733_s_at 0.002786787793393226 Attrib 200734_s_at 0.0026630792952398886 Attrib 200735_x_at 0.0018825810141763603 Attrib 200736_s_at -0.050219140355943014 Attrib 200737_at -0.011107954844189374 Attrib 200738_s_at -0.029982019693121524 Attrib 200739_s_at 0.045307246715779785 Attrib 200740_s_at 0.04163011997201631 Attrib 200741_s_at -0.022375191428943276 Attrib 200742_s_at 0.012386744957156349 Attrib 200743_s_at 0.029593805920255876 Attrib 200744_s_at -0.03296632692628534 Attrib 200745_s_at 0.04425131995198478 Attrib 200746_s_at -0.008771716678051388 Attrib 200747_s_at 0.006164638197061005 Attrib 200748_s_at 0.025850181795096093 Attrib 200749_at -0.04185851605198976 Attrib 200750_s_at -0.05191493952087246 Attrib 200751_s_at -0.00491727974556245 Attrib 200752_s_at 0.046646593545848596 Attrib 200753_x_at -0.022415863122178623 Attrib 200754_x_at -0.03317422534642498 Attrib 200755_s_at -0.0016534107538215118 Attrib 200756_x_at 0.013882842893929912 Attrib 200757_s_at -0.02884648569036058 Attrib 200758_s_at -0.009372760964000646 Attrib 200759_x_at 0.02382881247006153 Attrib 200760_s_at -0.021699276036750082 Attrib 200761_s_at -0.015160841806518546 Attrib 200762_at 0.033006336867844786 Attrib 200763_s_at -0.04262816152244707 Attrib 200764_s_at -0.046200253237423904 Attrib 200765_x_at 0.014979762863262695 Attrib 200766_at 0.014669538502809715 Attrib 200767_s_at -0.031036931378986363 Attrib 200768_s_at -0.033334520467649204 Attrib 200769_s_at 0.014814822884426936 Attrib 200770_s_at 0.006242423744639897 Attrib 200771_at -0.032984336559883184 Attrib 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Attrib 200828_s_at 0.02984173638793756 Attrib 200829_x_at 0.04471203393043511 Attrib 200830_at 0.017959269587029876 Attrib 200831_s_at 0.03300831819669527 Attrib 200832_s_at -0.0034996433715024124 Attrib 200833_s_at -0.036418803398164876 Attrib 200834_s_at 0.02167139229129656 Attrib 200835_s_at 0.023732561846931084 Attrib 200836_s_at -0.0468414777217898 Attrib 200837_at -0.040736276886543146 Attrib 200838_at 0.00553138580491238 Attrib 200839_s_at -0.003704919510465909 Attrib 200840_at -0.017555086870813686 Attrib 200841_s_at -0.02934037901810104 Attrib 200842_s_at -0.01522349613570261 Attrib 200843_s_at -0.02221051201894735 Attrib 200844_s_at 0.05231858503107408 Attrib 200845_s_at 0.04826294809825497 Attrib 200846_s_at -0.01867935035457525 Attrib 200847_s_at 0.029361923516348615 Attrib 200848_at 0.020112738861158518 Attrib 200849_s_at -0.01260897701104111 Attrib 200850_s_at -0.002479457126761116 Attrib 200851_s_at 0.0073361352750251135 Attrib 200852_x_at -0.006130184889742433 Attrib 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Attrib 200979_at 0.04997364093605642 Attrib 200980_s_at -0.01752286561890667 Attrib 200981_x_at -0.046302708505552855 Attrib 200982_s_at 0.009912591891467898 Attrib 200983_x_at 0.04057505629629564 Attrib 200984_s_at -0.004941028296039949 Attrib 200985_s_at -6.302310596975122E-4 Attrib 200986_at -0.04173404913775429 Attrib 200987_x_at 0.04594361502392568 Attrib 200988_s_at 0.035503569873131545 Attrib 200989_at 0.04900434493239263 Attrib 200990_at -0.0459036572445254 Attrib 200991_s_at -0.036056750323468514 Attrib 200992_at -0.033349229253244364 Attrib 200993_at -0.04543989794456781 Attrib 200994_at -0.02044876275609212 Attrib 200995_at -0.025597597997052805 Attrib 200996_at -0.020670569766191332 Attrib 200997_at -0.03209154872662556 Attrib 200998_s_at 0.018444764651329888 Attrib 200999_s_at -0.042579930030599025 Attrib 201000_at -0.013524748726581945 Attrib 201001_s_at 0.02318809675049532 Attrib 201002_s_at -0.05206456634985115 Attrib 201003_x_at -0.037813856132398974 Attrib 201004_at 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Attrib 201030_x_at -0.031349152927179845 Attrib 201031_s_at 0.013852470788769257 Attrib 201032_at -0.018832929323000732 Attrib 201033_x_at -0.009564698032306305 Attrib 201034_at -0.03677059446274593 Attrib 201035_s_at -0.01578506592518477 Attrib 201036_s_at -0.02658483551825728 Attrib 201037_at 0.046319655129743 Attrib 201038_s_at -0.006083380676042185 Attrib 201039_s_at -0.022404068523141966 Attrib 201040_at 0.009424669053103402 Attrib 201041_s_at 0.0014644427888143008 Attrib 201042_at 0.0017034199607021603 Attrib 201043_s_at 0.00958569153091075 Attrib 201044_x_at 0.02700397148779098 Attrib 201045_s_at -0.03207944804337729 Attrib 201046_s_at 0.006162062827820165 Attrib 201047_x_at -0.015168189973112135 Attrib 201048_x_at -0.014963812786682308 Attrib 201049_s_at -0.04737332679668745 Attrib 201050_at 0.04286730393341726 Attrib 201051_at 0.017543527894808536 Attrib 201052_s_at 0.019745242543557067 Attrib 201053_s_at -0.005688174568250371 Attrib 201054_at 0.026297925544037325 Attrib 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200743_s_at 0.0456998318282966 Attrib 200744_s_at -0.0010500260973418136 Attrib 200745_s_at 0.04501752331567924 Attrib 200746_s_at -0.025886435174495563 Attrib 200747_s_at -0.044878344406227344 Attrib 200748_s_at -0.007564426271035568 Attrib 200749_at 0.04042640097045018 Attrib 200750_s_at 0.013103200744926003 Attrib 200751_s_at 0.015192533327423445 Attrib 200752_s_at -0.04209219105261133 Attrib 200753_x_at -0.04781062398785729 Attrib 200754_x_at -0.05139916174833974 Attrib 200755_s_at 0.041323322048524354 Attrib 200756_x_at -0.03887418898631595 Attrib 200757_s_at 0.010243169817012942 Attrib 200758_s_at 1.953330724225858E-4 Attrib 200759_x_at -0.02461112016670188 Attrib 200760_s_at 0.016420133434440515 Attrib 200761_s_at 0.009433256906466085 Attrib 200762_at -0.015010851185537773 Attrib 200763_s_at 0.01518557606885088 Attrib 200764_s_at -0.0025445667811139355 Attrib 200765_x_at -0.02538351580018593 Attrib 200766_at -0.04751236203703258 Attrib 200767_s_at -0.01884057410221004 Attrib 200768_s_at 0.02002846371309392 Attrib 200769_s_at -4.482787763026925E-4 Attrib 200770_s_at 0.01985181959972956 Attrib 200771_at -0.006751582408418045 Attrib 200772_x_at 0.005012401827368171 Attrib 200773_x_at -0.01400427983958986 Attrib 200774_at -0.02154457802440947 Attrib 200775_s_at 0.02191477300232642 Attrib 200776_s_at -0.006122399326595984 Attrib 200777_s_at -0.0034143413172401747 Attrib 200778_s_at -0.029800149938992906 Attrib 200779_at -0.013303831224824715 Attrib 200780_x_at 0.008343289695541392 Attrib 200781_s_at 0.024476470577362342 Attrib 200782_at 0.02796797316463524 Attrib 200783_s_at -0.027602858157988505 Attrib 200784_s_at 0.04267793323748264 Attrib 200785_s_at 0.027070919394550294 Attrib 200786_at -0.0032760844890533944 Attrib 200787_s_at 0.036491393342261404 Attrib 200788_s_at -0.036893601142876015 Attrib 200789_at 0.010455687765384159 Attrib 200790_at 0.033911363988310496 Attrib 200791_s_at -0.04597768229824261 Attrib 200792_at -0.006197086882228981 Attrib 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Attrib 200720_s_at 0.04609902756198529 Attrib 200721_s_at 0.01611999568071436 Attrib 200722_s_at 0.031105364705097845 Attrib 200723_s_at -0.014224845504690924 Attrib 200724_at 3.5110351334094675E-4 Attrib 200725_x_at 0.038254330132608996 Attrib 200726_at -0.010242738192287002 Attrib 200727_s_at 0.028038811338554747 Attrib 200728_at -0.009659240242086737 Attrib 200729_s_at -0.013030422782715517 Attrib 200730_s_at -0.04708782272380218 Attrib 200731_s_at -0.044995101537972176 Attrib 200732_s_at -0.04972282882165251 Attrib 200733_s_at -0.009726237071821114 Attrib 200734_s_at -0.009195885512003277 Attrib 200735_x_at 0.04814290962866348 Attrib 200736_s_at 0.02198755065298004 Attrib 200737_at -0.04207233839061058 Attrib 200738_s_at -0.025705032803253494 Attrib 200739_s_at -0.0304718337370202 Attrib 200740_s_at -0.013373982393274428 Attrib 200741_s_at -0.03705607323646631 Attrib 200742_s_at -0.03172484994159692 Attrib 200743_s_at -0.01596279876641624 Attrib 200744_s_at -0.02987617410044114 Attrib 200745_s_at -0.03506815345103209 Attrib 200746_s_at 0.03572015494836255 Attrib 200747_s_at 0.02766663754859007 Attrib 200748_s_at 0.03997301607895354 Attrib 200749_at 0.026199908196571406 Attrib 200750_s_at 0.01982679522131339 Attrib 200751_s_at 0.012754320009843325 Attrib 200752_s_at 0.03187205314163935 Attrib 200753_x_at 0.0036006597940649644 Attrib 200754_x_at 0.014940689544898376 Attrib 200755_s_at -0.004382080856624119 Attrib 200756_x_at -0.03681238625433887 Attrib 200757_s_at 0.02305220904246614 Attrib 200758_s_at 0.022352128241628733 Attrib 200759_x_at 0.047235009832586654 Attrib 200760_s_at 0.030959932925060673 Attrib 200761_s_at -0.013976601790236175 Attrib 200762_at 0.015545754641003646 Attrib 200763_s_at 0.04941562565618971 Attrib 200764_s_at -0.019210899180401725 Attrib 200765_x_at 0.03252990290380626 Attrib 200766_at -0.020662064211962487 Attrib 200767_s_at 0.016379939510565284 Attrib 200768_s_at -0.016716431323594075 Attrib 200769_s_at 0.050140159867404915 Attrib 200770_s_at -0.04208241687477798 Attrib 200771_at -0.0012375440665768453 Attrib 200772_x_at 0.032556623068141874 Attrib 200773_x_at 0.0038435247846622493 Attrib 200774_at 0.011249921393065083 Attrib 200775_s_at -0.010173019866765508 Attrib 200776_s_at 0.006219165783964916 Attrib 200777_s_at -0.0349291844869487 Attrib 200778_s_at -0.024452530552140233 Attrib 200779_at 0.013391597292188993 Attrib 200780_x_at 0.015946792028212326 Attrib 200781_s_at -0.012056022892433956 Attrib 200782_at -0.008783112988001805 Attrib 200783_s_at -0.030936572567252022 Attrib 200784_s_at 0.022959001795676903 Attrib 200785_s_at 0.012134167707359981 Attrib 200786_at -0.03459719225358723 Attrib 200787_s_at 0.03504914421514109 Attrib 200788_s_at -0.004304276333576836 Attrib 200789_at -0.020475574311751153 Attrib 200790_at 0.0071447447704690945 Attrib 200791_s_at -0.039884081841501266 Attrib 200792_at 0.013796865762632778 Attrib 200793_s_at 0.0265801553222578 Attrib 200794_x_at 0.026622560389622796 Attrib 200795_at -0.03586558986739728 Attrib 200796_s_at -0.027859542698338475 Attrib 200797_s_at 0.019927395028882716 Attrib 200798_x_at 0.017459518325858073 Attrib 200799_at 0.008669151615665772 Attrib 200800_s_at -0.02521028082464012 Attrib 200801_x_at -0.0444790041602988 Attrib 200802_at 0.011149607576606872 Attrib 200803_s_at -0.0329975746739731 Attrib 200804_at -0.02411725234154616 Attrib 200805_at -0.039699703026489244 Attrib 200806_s_at -0.02109954317280954 Attrib 200807_s_at -0.04322588570585854 Attrib 200808_s_at -0.01350019016766548 Attrib 200809_x_at 0.036983506885991634 Attrib 200810_s_at 0.012080362853029769 Attrib 200811_at -0.048713378764243295 Attrib 200812_at 0.024778711857741168 Attrib 200813_s_at -0.004839061724176565 Attrib 200814_at 0.035360916521946506 Attrib 200815_s_at 0.032584230039051545 Attrib 200816_s_at 0.013627592265318351 Attrib 200817_x_at -0.021430525128228076 Attrib 200818_at -0.033352636951296685 Attrib 200819_s_at 0.014038305853673253 Attrib 200820_at 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Attrib 200896_x_at 0.03216487721265582 Attrib 200897_s_at 0.011331658396966217 Attrib 200898_s_at -0.030097639971527614 Attrib 200899_s_at 0.04403971053531501 Attrib 200900_s_at 0.05241451075592474 Attrib 200901_s_at 0.011407296741101115 Attrib 200902_at 0.04800154295292018 Attrib 200903_s_at 0.04863803565531625 Attrib 200904_at 0.019818835932313535 Attrib 200905_x_at 0.017695281897824516 Attrib 200906_s_at -0.0447309017027117 Attrib 200907_s_at -0.01507676974804242 Attrib 200908_s_at -0.004138085083067232 Attrib 200909_s_at -0.022913863892317338 Attrib 200910_at -0.04686760481363821 Attrib 200911_s_at -0.044792915886307745 Attrib 200912_s_at -0.027969574037909183 Attrib 200913_at -0.041380725687928444 Attrib 200914_x_at 0.04201353067716795 Attrib 200915_x_at 0.0227452364383155 Attrib 200916_at -0.04295268641111812 Attrib 200917_s_at -0.040560999496049154 Attrib 200918_s_at 0.034342271022913595 Attrib 200919_at 0.021960999659267556 Attrib 200920_s_at 0.03624711480467969 Attrib 200921_s_at 0.02199292656770732 Attrib 200922_at -0.022520955110066267 Attrib 200923_at 0.04037458253258986 Attrib 200924_s_at 0.005365533099383256 Attrib 200925_at 0.0014234052626055582 Attrib 200926_at 0.027349718713635642 Attrib 200927_s_at 0.0012345455891564696 Attrib 200928_s_at 0.03268401290833049 Attrib 200929_at 0.03820593461543479 Attrib 200930_s_at -0.02673016433333146 Attrib 200931_s_at 0.04062777200217567 Attrib 200932_s_at 0.030359169336980192 Attrib 200933_x_at -0.03371230113437315 Attrib 200934_at 0.013932134164350822 Attrib 200935_at -0.008855363496150508 Attrib 200936_at -0.024967809787104434 Attrib 200937_s_at -0.04520574086255171 Attrib 200938_s_at 0.033853964740092675 Attrib 200939_s_at 0.011402314300385871 Attrib 200940_s_at 0.012419477085081367 Attrib 200941_at 0.03595685353080163 Attrib 200942_s_at 0.029249638544022034 Attrib 200943_at -0.00852385648698351 Attrib 200944_s_at -0.03644155888232424 Attrib 200945_s_at -0.010008712519540847 Attrib 200946_x_at 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Attrib 201022_s_at -0.041139025431270786 Attrib 201023_at -0.0381635870679229 Attrib 201024_x_at 0.006988479620111062 Attrib 201025_at 0.04824066301856061 Attrib 201026_at 0.036856757813119305 Attrib 201027_s_at 0.02924938814405906 Attrib 201028_s_at -0.004329242572372022 Attrib 201029_s_at -0.03940289859607304 Attrib 201030_x_at 0.04271364049256057 Attrib 201031_s_at 0.040061311168501375 Attrib 201032_at 0.004734884031926601 Attrib 201033_x_at -0.013197528109504395 Attrib 201034_at 0.034397429149448364 Attrib 201035_s_at 0.03561676221215015 Attrib 201036_s_at 0.024565608375558403 Attrib 201037_at 0.007588342848439834 Attrib 201038_s_at -0.007679510445649073 Attrib 201039_s_at 0.0381892747258296 Attrib 201040_at 0.026128766004462928 Attrib 201041_s_at -0.008314622212373585 Attrib 201042_at -0.030187543420316085 Attrib 201043_s_at 0.01598839773861243 Attrib 201044_x_at 0.005843588466775771 Attrib 201045_s_at -7.681465541801794E-4 Attrib 201046_s_at 0.01633400065518795 Attrib 201047_x_at 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Attrib 200709_at 0.038718499793160555 Attrib 200710_at 0.03772732967107477 Attrib 200711_s_at -0.013288529870341948 Attrib 200712_s_at 0.007903981961872062 Attrib 200713_s_at -0.04433551985130464 Attrib 200714_x_at 0.04664346286583767 Attrib 200715_x_at 0.037629956417710844 Attrib 200716_x_at -0.0013368845537724064 Attrib 200717_x_at -0.005137287461699611 Attrib 200718_s_at 0.036398441287414846 Attrib 200719_at 0.038280611550101054 Attrib 200720_s_at 0.048845655843242124 Attrib 200721_s_at 0.0301861612100359 Attrib 200722_s_at 0.022841871857499873 Attrib 200723_s_at -0.007727635040015712 Attrib 200724_at -0.04772857506936336 Attrib 200725_x_at -0.04595916259488544 Attrib 200726_at 0.004928151868884488 Attrib 200727_s_at -0.030028640518070266 Attrib 200728_at -0.013109635134361544 Attrib 200729_s_at 0.014000358451819888 Attrib 200730_s_at -0.004724055000593254 Attrib 200731_s_at 0.0311661496933539 Attrib 200732_s_at -0.02029972865813768 Attrib 200733_s_at -0.009093622218651409 Attrib 200734_s_at 0.03614478921933154 Attrib 200735_x_at -0.013713942075755528 Attrib 200736_s_at -0.006455073514233373 Attrib 200737_at -0.02657659661947699 Attrib 200738_s_at 0.029469070643009073 Attrib 200739_s_at 8.364016396672739E-4 Attrib 200740_s_at -0.00983030013061618 Attrib 200741_s_at -0.046157818895028575 Attrib 200742_s_at -0.049343215422077036 Attrib 200743_s_at 0.026890598437437154 Attrib 200744_s_at -0.03734729756867316 Attrib 200745_s_at 0.03429661209417875 Attrib 200746_s_at 0.013731186526600617 Attrib 200747_s_at 0.0075380626910792805 Attrib 200748_s_at 0.012836841873573921 Attrib 200749_at -0.014005890331883306 Attrib 200750_s_at -0.03697205062585508 Attrib 200751_s_at 0.023365730666758483 Attrib 200752_s_at 0.009687444138174765 Attrib 200753_x_at -0.0077147901302197395 Attrib 200754_x_at 0.04146033399052389 Attrib 200755_s_at -0.04642154963199974 Attrib 200756_x_at -0.05139775338982403 Attrib 200757_s_at -0.0496764934651106 Attrib 200758_s_at -0.04469532669645329 Attrib 200759_x_at -0.005301260417867816 Attrib 200760_s_at 0.026733709831214196 Attrib 200761_s_at 0.03305341335458054 Attrib 200762_at 0.024607250788552228 Attrib 200763_s_at -0.008805612709510727 Attrib 200764_s_at 0.03968174056643129 Attrib 200765_x_at -0.022930480748137163 Attrib 200766_at -0.020633271391975426 Attrib 200767_s_at 0.048179090285970616 Attrib 200768_s_at 0.0484133022969888 Attrib 200769_s_at -0.03248080907270979 Attrib 200770_s_at -2.8350607331082084E-4 Attrib 200771_at -0.010868636355848043 Attrib 200772_x_at 0.016068187177998804 Attrib 200773_x_at -0.02251450919385381 Attrib 200774_at -0.001307438370868037 Attrib 200775_s_at -0.0017524806161942808 Attrib 200776_s_at -0.04003491078458805 Attrib 200777_s_at 0.028808693592659577 Attrib 200778_s_at -0.04582152172147674 Attrib 200779_at 0.031001946330321228 Attrib 200780_x_at -0.02231760570593539 Attrib 200781_s_at -0.04009097844112889 Attrib 200782_at -0.04188610114019001 Attrib 200783_s_at 0.035036446025139445 Attrib 200784_s_at -0.02667261997790344 Attrib 200785_s_at -0.02718899160454849 Attrib 200786_at 0.04721355768676969 Attrib 200787_s_at -0.018649203301115976 Attrib 200788_s_at 0.04232872619161699 Attrib 200789_at 0.024320202309048806 Attrib 200790_at -0.02311744498922944 Attrib 200791_s_at 0.04885818900633031 Attrib 200792_at 0.012977636451026751 Attrib 200793_s_at 0.00782246076376031 Attrib 200794_x_at -0.007191785640552579 Attrib 200795_at -0.003347545899873922 Attrib 200796_s_at -0.015510229841328941 Attrib 200797_s_at 0.02525748150998723 Attrib 200798_x_at -0.04264305316612604 Attrib 200799_at -0.004533138574361861 Attrib 200800_s_at 0.01769804095196389 Attrib 200801_x_at -0.03741888177415819 Attrib 200802_at 0.04781245868285784 Attrib 200803_s_at 0.03214221327423911 Attrib 200804_at 0.02101458261773858 Attrib 200805_at -0.017996287939522865 Attrib 200806_s_at 0.022056730930164387 Attrib 200807_s_at 0.03740272198038083 Attrib 200808_s_at -0.005968065662423309 Attrib 200809_x_at 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200910_at -0.01650027293201146 Attrib 200911_s_at -0.008152173560343676 Attrib 200912_s_at 0.03720866349166477 Attrib 200913_at -0.0017702650047692955 Attrib 200914_x_at 0.01745713303167728 Attrib 200915_x_at -0.0326111938489041 Attrib 200916_at -0.01944843494684165 Attrib 200917_s_at 0.04756770683763807 Attrib 200918_s_at 0.012530601868446288 Attrib 200919_at -0.018018233015376382 Attrib 200920_s_at 0.012669067089206962 Attrib 200921_s_at -0.04817793910998224 Attrib 200922_at 0.020588737970330777 Attrib 200923_at 0.0025608208193394896 Attrib 200924_s_at 0.03357802553540291 Attrib 200925_at 0.025583552620149577 Attrib 200926_at -0.02357278156788531 Attrib 200927_s_at -0.022690795996301315 Attrib 200928_s_at 0.04045744712871352 Attrib 200929_at -0.010851577485778818 Attrib 200930_s_at 0.05137537941439743 Attrib 200931_s_at 0.041897998158072144 Attrib 200932_s_at 0.037628705582836916 Attrib 200933_x_at -0.020911236189975046 Attrib 200934_at -0.022083193960139105 Attrib 200935_at 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Attrib 200826_at 0.03792662351285047 Attrib 200827_at -7.604873103422229E-4 Attrib 200828_s_at 0.02429519406687375 Attrib 200829_x_at -0.03438879513470662 Attrib 200830_at -0.04452637982035422 Attrib 200831_s_at 0.04818961910748942 Attrib 200832_s_at -0.021932995627298772 Attrib 200833_s_at 0.034348764143778354 Attrib 200834_s_at 0.010692092324296916 Attrib 200835_s_at -0.009679102511305555 Attrib 200836_s_at 0.01920309564989524 Attrib 200837_at -0.0498641388452463 Attrib 200838_at -0.051588675946045805 Attrib 200839_s_at -0.02584412571649635 Attrib 200840_at 0.008646087274742524 Attrib 200841_s_at -0.035542268792309616 Attrib 200842_s_at -0.047415005418521235 Attrib 200843_s_at -0.012791466609010139 Attrib 200844_s_at 0.01298108282216665 Attrib 200845_s_at -0.035208274928040136 Attrib 200846_s_at 0.006567606317510263 Attrib 200847_s_at 0.03530066139705632 Attrib 200848_at -0.02211573089823906 Attrib 200849_s_at -0.0016027399499406833 Attrib 200850_s_at -0.04125305945691639 Attrib 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Attrib 200702_s_at -0.006470763075324631 Attrib 200703_at 0.020673277266320084 Attrib 200704_at 0.016339692468087978 Attrib 200705_s_at 0.019188659630438584 Attrib 200706_s_at 0.033082584748517496 Attrib 200707_at 0.005620694119295307 Attrib 200708_at 0.019665841681287974 Attrib 200709_at -0.012397364977366593 Attrib 200710_at 0.04938617994266985 Attrib 200711_s_at -0.03985433260730575 Attrib 200712_s_at 0.04333166655902484 Attrib 200713_s_at -0.022563252000702916 Attrib 200714_x_at 0.019455748616816645 Attrib 200715_x_at 0.05011844370117963 Attrib 200716_x_at 0.004459966375201609 Attrib 200717_x_at -0.049608199325096705 Attrib 200718_s_at -0.027883816706469756 Attrib 200719_at 0.04348993738950353 Attrib 200720_s_at 0.03824595615372284 Attrib 200721_s_at -0.04834127081240816 Attrib 200722_s_at -0.042512982610722345 Attrib 200723_s_at -0.007370187251053753 Attrib 200724_at -0.016892399634808045 Attrib 200725_x_at -0.024282581382981394 Attrib 200726_at -0.04255474774086158 Attrib 200727_s_at 0.03951255676108053 Attrib 200728_at -0.017028368605548863 Attrib 200729_s_at 0.017651865839606023 Attrib 200730_s_at 0.026934629527075756 Attrib 200731_s_at 0.020668343061308762 Attrib 200732_s_at -0.0374083967416109 Attrib 200733_s_at -0.01197123044851293 Attrib 200734_s_at 0.03813508570010968 Attrib 200735_x_at 0.028744545047072616 Attrib 200736_s_at 0.02502154944379155 Attrib 200737_at -0.03953259960499931 Attrib 200738_s_at -0.03546896768208276 Attrib 200739_s_at -0.03257418768912452 Attrib 200740_s_at -0.009658303063270974 Attrib 200741_s_at 0.017611158019261934 Attrib 200742_s_at 0.0045378872887055395 Attrib 200743_s_at 0.03974622478352732 Attrib 200744_s_at -0.015712574711440115 Attrib 200745_s_at 0.033730283154378406 Attrib 200746_s_at -0.03201792887614725 Attrib 200747_s_at 0.01941602661745945 Attrib 200748_s_at 0.022973966975920967 Attrib 200749_at -0.039368007351607434 Attrib 200750_s_at -0.04487687913459917 Attrib 200751_s_at -0.02061952485492737 Attrib 200752_s_at 0.04965157381581114 Attrib 200753_x_at 0.01618705397616559 Attrib 200754_x_at 0.023654501415535174 Attrib 200755_s_at -0.03449136126325752 Attrib 200756_x_at -0.03959483923762022 Attrib 200757_s_at 0.040938760007609806 Attrib 200758_s_at -0.02628043784543813 Attrib 200759_x_at -0.03600663242526005 Attrib 200760_s_at 0.007633378279804791 Attrib 200761_s_at 0.019655526438912885 Attrib 200762_at 0.037809860287329675 Attrib 200763_s_at 0.04310260282081707 Attrib 200764_s_at -0.02217812840377187 Attrib 200765_x_at -0.04525205553277356 Attrib 200766_at -0.02630988989181106 Attrib 200767_s_at -0.04677382368545635 Attrib 200768_s_at -0.043368821428027685 Attrib 200769_s_at -0.04613560194648753 Attrib 200770_s_at 0.02708189093605156 Attrib 200771_at 0.04354946315698785 Attrib 200772_x_at 0.02336652712087039 Attrib 200773_x_at -0.010721575843242865 Attrib 200774_at -0.019257062501753113 Attrib 200775_s_at -0.026365311108358266 Attrib 200776_s_at 0.05020305017298354 Attrib 200777_s_at 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Attrib 200828_s_at 0.0351601625741899 Attrib 200829_x_at 0.02875720092638771 Attrib 200830_at 0.006818903745860104 Attrib 200831_s_at -0.006409578346863728 Attrib 200832_s_at -0.035861477990206246 Attrib 200833_s_at -0.04620498342146945 Attrib 200834_s_at 0.024484012684376145 Attrib 200835_s_at 0.015231494876615308 Attrib 200836_s_at 0.003115769338194723 Attrib 200837_at 0.04398136131716709 Attrib 200838_at -0.0028387395166607618 Attrib 200839_s_at 0.0023116529230134296 Attrib 200840_at -0.026252941530242564 Attrib 200841_s_at -0.03757848348037278 Attrib 200842_s_at -0.01784989564875696 Attrib 200843_s_at 7.166049070629083E-4 Attrib 200844_s_at 0.015261229065190349 Attrib 200845_s_at -0.03521078693725493 Attrib 200846_s_at -0.021892117631139994 Attrib 200847_s_at -0.0015429607801236644 Attrib 200848_at 0.03591012666933538 Attrib 200849_s_at -0.0036845815529450423 Attrib 200850_s_at -0.04573894654269079 Attrib 200851_s_at 0.011217112650022988 Attrib 200852_x_at 0.016125912206869552 Attrib 200853_at 0.02247747544070714 Attrib 200854_at 0.005010850407431785 Attrib 200855_at -0.016432364149007745 Attrib 200856_x_at -0.0042512960639329985 Attrib 200857_s_at -0.001866664046965505 Attrib 200858_s_at -0.03970122676800646 Attrib 200859_x_at 0.017589671843257045 Attrib 200860_s_at -0.024219192897066564 Attrib 200861_at -0.004828695745696118 Attrib 200862_at 0.012377834334944412 Attrib 200863_s_at -0.024338987003745843 Attrib 200864_s_at -0.031193722454636554 Attrib 200865_at 0.02594439411938799 Attrib 200866_s_at -0.04143807355157785 Attrib 200867_at 0.045586938117672254 Attrib 200868_s_at 0.04633821277177695 Attrib 200869_at -0.019766727619103818 Attrib 200870_at -0.028817274734273167 Attrib 200871_s_at 0.02814737766565145 Attrib 200872_at 0.03433832461171527 Attrib 200873_s_at 0.026125957260919534 Attrib 200874_s_at -0.02955060729083305 Attrib 200875_s_at 0.04015923845247994 Attrib 200876_s_at 0.01832444266164603 Attrib 200877_at 0.0280813040519355 Attrib 200878_at 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Attrib 200929_at 0.0035154449763985787 Attrib 200930_s_at -0.005550993990010935 Attrib 200931_s_at -0.011351475100385276 Attrib 200932_s_at -0.02694246873229432 Attrib 200933_x_at 0.03845941366747596 Attrib 200934_at -0.04657222496632977 Attrib 200935_at -0.03873758160986039 Attrib 200936_at -0.030375859996330024 Attrib 200937_s_at 0.029291055352260918 Attrib 200938_s_at 0.012970958897985397 Attrib 200939_s_at -0.03385539279083469 Attrib 200940_s_at -0.04931359051323863 Attrib 200941_at 0.050255101558195604 Attrib 200942_s_at -0.03825800451885306 Attrib 200943_at -0.0397618768314214 Attrib 200944_s_at 0.009075368461234367 Attrib 200945_s_at -0.03303126846795438 Attrib 200946_x_at 0.010442119144412778 Attrib 200947_s_at -0.037634417817593205 Attrib 200948_at 0.04850425058119636 Attrib 200949_x_at 0.04621968515897787 Attrib 200950_at 0.025370825510214873 Attrib 200951_s_at 0.026141338603738254 Attrib 200952_s_at 0.017353810133726756 Attrib 200953_s_at -0.050113370058909985 Attrib 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Attrib 201005_at 0.04364121868897981 Attrib 201006_at 0.03521274831314864 Attrib 201007_at 0.038648398884219906 Attrib 201008_s_at -0.0356997075177785 Attrib 201009_s_at -0.04854024711051501 Attrib 201010_s_at -0.022432966319633617 Attrib 201011_at -0.017052613609333037 Attrib 201012_at -0.024265754946139896 Attrib 201013_s_at 0.018225622397118082 Attrib 201014_s_at -0.004520469396140723 Attrib 201015_s_at 0.014131673463645404 Attrib 201016_at -0.02604898882330541 Attrib 201017_at 0.03814860721863 Attrib 201018_at 0.005569627612745857 Attrib 201019_s_at -0.024350684787905467 Attrib 201020_at -0.006215516141239364 Attrib 201021_s_at -0.009277877208136073 Attrib 201022_s_at 0.04526777972149508 Attrib 201023_at 0.04421129798497669 Attrib 201024_x_at 0.006652745525117616 Attrib 201025_at -0.032915364149724805 Attrib 201026_at 0.012772103840541917 Attrib 201027_s_at 0.04823711454111702 Attrib 201028_s_at 0.040483315904834734 Attrib 201029_s_at -0.04699686773610182 Attrib 201030_x_at 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-0.029131654263035312 Attrib AFFX-M27830_3_at -0.025505638713797057 Attrib AFFX-M27830_5_at 0.025862221065640026 Attrib AFFX-M27830_M_at -0.01539702000804211 Attrib AFFX-PheX-3_at -0.0048830074559193465 Attrib AFFX-PheX-5_at 0.0010191017450745417 Attrib AFFX-PheX-M_at -0.002358612217371163 Attrib AFFX-r2-Bs-dap-3_at 0.0036286707041560725 Attrib AFFX-r2-Bs-dap-5_at 0.00313083714609233 Attrib AFFX-r2-Bs-dap-M_at 0.04572035515401452 Attrib AFFX-r2-Bs-lys-3_at 0.04976888843591507 Attrib AFFX-r2-Bs-lys-5_at -0.04567662766357994 Attrib AFFX-r2-Bs-lys-M_at -0.0414193090946159 Attrib AFFX-r2-Bs-phe-3_at -0.01842354596652796 Attrib AFFX-r2-Bs-phe-5_at -0.025466962939793964 Attrib AFFX-r2-Bs-phe-M_at 0.003229483292089355 Attrib AFFX-r2-Bs-thr-3_s_at 0.014681853749580122 Attrib AFFX-r2-Bs-thr-5_s_at 0.02941056438226378 Attrib AFFX-r2-Bs-thr-M_s_at -0.027734593350308243 Attrib AFFX-r2-Ec-bioB-3_at -0.013826821078691261 Attrib AFFX-r2-Ec-bioB-5_at 7.053769299053175E-4 Attrib AFFX-r2-Ec-bioB-M_at 0.029243669067758087 Attrib AFFX-r2-Ec-bioC-3_at 0.01072966965353493 Attrib AFFX-r2-Ec-bioC-5_at 0.03609990483887114 Attrib AFFX-r2-Ec-bioD-3_at 0.019873780646527433 Attrib AFFX-r2-Ec-bioD-5_at -0.025187252213482305 Attrib AFFX-r2-P1-cre-3_at -0.033417285564414034 Attrib AFFX-r2-P1-cre-5_at 0.04569781749840141 Attrib AFFX-ThrX-3_at 0.03660203714117398 Attrib AFFX-ThrX-5_at -0.032621478889186324 Attrib AFFX-ThrX-M_at 0.02641466807259099 Attrib AFFX-TrpnX-3_at 0.008023175998187455 Attrib AFFX-TrpnX-5_at 0.004479260939140008 Attrib AFFX-TrpnX-M_at 0.024414112276999154 Class normal Input Node 0 Class tumoral Input Node 1 Time taken to build model: 350.37 seconds Time taken to test model on training data: 0.54 seconds === Error on training data === Correctly Classified Instances 18 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0082 Root mean squared error 0.0083 Relative absolute error 1.65 % Root relative squared error 1.676 % Total Number of Instances 18 === 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 10 0 | a = normal 0 8 | b = tumoral Time taken to perform cross-validation: 850.65 seconds === Stratified cross-validation === Correctly Classified Instances 16 88.8889 % Incorrectly Classified Instances 2 11.1111 % Kappa statistic 0.7692 Mean absolute error 0.1089 Root mean squared error 0.2735 Relative absolute error 21.7832 % Root relative squared error 54.3314 % Total Number of Instances 18 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,250 0,833 1,000 0,909 0,791 0,975 0,981 normal 0,750 0,000 1,000 0,750 0,857 0,791 0,975 0,975 tumoral Weighted Avg. 0,889 0,139 0,907 0,889 0,886 0,791 0,975 0,978 === Confusion Matrix === a b <-- classified as 10 0 | a = normal 2 6 | b = tumoral