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 -2.647442785903369 Node 2 -0.1140098533057055 Node 3 0.38921531773508217 Node 4 3.4535025375176236 Node 5 -1.4653794958734592 Node 6 -2.4163924405582033 Node 7 -0.8350433704059458 Node 8 -2.108456638786282 Node 9 1.1150246527535135 Node 10 2.0669765768493193 Node 11 3.183406893706301 Sigmoid Node 1 Inputs Weights Threshold 2.6350555528385966 Node 2 0.06124587066328215 Node 3 -0.3893019459597405 Node 4 -3.4536393576084894 Node 5 1.477793697119139 Node 6 2.4170101099567134 Node 7 0.8632494268795574 Node 8 2.1084660702080886 Node 9 -1.0950726872512293 Node 10 -2.0664629831624746 Node 11 -3.1833617503838774 Sigmoid Node 2 Inputs Weights Threshold -0.057311286181508964 Attrib 1007_s_at -0.046647647472292574 Attrib 1053_at 0.010777582239784653 Attrib 117_at -0.015228169006625073 Attrib 121_at -0.020963513847569955 Attrib 1255_g_at 0.010616787494084052 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1552319_a_at 0.055983147034991715 Attrib 1552320_a_at 0.02594621894215629 Attrib 1552321_a_at 0.012889458694354929 Attrib 1552322_at -0.0227736129175079 Attrib 1552323_s_at 0.04316633326505113 Attrib 1552325_at 0.019811166794336744 Attrib 1552326_a_at -0.04243947831112792 Attrib 1552327_at -0.02124435813869444 Attrib 1552329_at -0.037829767116538314 Attrib 1552330_at 0.021942082224773656 Attrib 1552332_at -2.994273320352277E-4 Attrib 1552334_at -0.0484266035792034 Attrib 1552335_at 0.012163144335564 Attrib 1552337_s_at 0.036974590422162806 Attrib 1552338_at 0.016003673671796677 Attrib 1552340_at 0.007279350175595105 Attrib 1552343_s_at -0.042559519712342814 Attrib 1552344_s_at -0.029844301689707753 Attrib 1552347_at -0.042480399573031624 Attrib 1552348_at 0.03531510956906757 Attrib 1552349_a_at 0.046546821625398964 Attrib 1552354_at 0.028712218530621433 Attrib 1552355_s_at 0.03234452757856769 Attrib 1552359_at -0.02013315672853825 Attrib 1552360_a_at 0.012559830719928675 Attrib 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200599_s_at -0.049340593902636315 Attrib 200600_at 0.00836809081258017 Attrib 200601_at 0.015524676128928102 Attrib 200602_at -0.014122881138194057 Attrib 200603_at 0.012219404138843173 Attrib 200604_s_at -0.04824019312546891 Attrib 200605_s_at -0.030829838281935577 Attrib 200606_at -0.003824482401830158 Attrib 200607_s_at -0.029408445962325103 Attrib 200608_s_at -0.03889606944323337 Attrib 200609_s_at 0.010252020597907682 Attrib 200610_s_at -0.031506202563356844 Attrib 200611_s_at -6.790433336943997E-4 Attrib 200612_s_at -0.034919603085906456 Attrib 200613_at -0.004795100177152973 Attrib 200614_at -0.013928643607425862 Attrib 200615_s_at 0.04321170705608215 Attrib 200616_s_at -0.03303348787146692 Attrib 200617_at -0.018796934074150017 Attrib 200618_at 0.04119194562205973 Attrib 200619_at -0.0392227570302987 Attrib 200620_at 0.006280420985085466 Attrib 200621_at -0.001692041674683397 Attrib 200622_x_at -0.02612477744328185 Attrib 200623_s_at 0.012001784748589312 Attrib 200624_s_at 0.008199267797325658 Attrib 200625_s_at -0.03299792367973395 Attrib 200626_s_at 0.03137501571617617 Attrib 200627_at -0.03401299145923735 Attrib 200628_s_at -0.004802918820061307 Attrib 200629_at 0.013182024036290096 Attrib 200630_x_at 0.011255457526560717 Attrib 200631_s_at -0.04494618588478536 Attrib 200632_s_at 0.03703134494284975 Attrib 200633_at 0.046872700550933184 Attrib 200634_at 0.031508807957457925 Attrib 200635_s_at -0.030298990147120817 Attrib 200636_s_at -0.03537192429339517 Attrib 200637_s_at -0.04700980296373019 Attrib 200638_s_at -0.04474023158283983 Attrib 200639_s_at 0.046000722085285585 Attrib 200640_at 0.03645984033367277 Attrib 200641_s_at -0.04675736927172852 Attrib 200642_at 0.03984362347346038 Attrib 200643_at 0.01484712484565291 Attrib 200644_at -0.014969699315010238 Attrib 200645_at -0.04212955387319575 Attrib 200646_s_at -0.005649157201042878 Attrib 200647_x_at -0.03229026821629411 Attrib 200648_s_at 0.03240170276133693 Attrib 200649_at -0.022457751253310478 Attrib 200650_s_at -0.006419969455175131 Attrib 200651_at 0.01040757508469631 Attrib 200652_at -0.018172089611580775 Attrib 200653_s_at 0.02802227137757359 Attrib 200654_at 0.010686858971100265 Attrib 200655_s_at -0.046735109764436886 Attrib 200656_s_at -0.049537402709194656 Attrib 200657_at -0.04858388828318393 Attrib 200658_s_at 0.03691149552761912 Attrib 200659_s_at -0.018523670136406618 Attrib 200660_at 0.007455203143670793 Attrib 200661_at -0.02135977136294281 Attrib 200662_s_at -0.009708897497323588 Attrib 200663_at -0.027512818648758115 Attrib 200664_s_at 0.003930488415011703 Attrib 200665_s_at -0.00969078815912884 Attrib 200666_s_at 0.004975698736114928 Attrib 200667_at -0.017497868408096626 Attrib 200668_s_at -0.033548119887442635 Attrib 200669_s_at -0.03455442350193355 Attrib 200670_at 0.031495154100410996 Attrib 200671_s_at -0.02117392840699796 Attrib 200672_x_at -0.03033628357166127 Attrib 200673_at 0.02268079040953746 Attrib 200674_s_at -8.733462155278271E-4 Attrib 200675_at 0.03455649572604221 Attrib 200676_s_at -0.005888302518676543 Attrib 200677_at -0.014263968901288823 Attrib 200678_x_at -0.034626469498956675 Attrib 200679_x_at 0.01455262883548707 Attrib 200680_x_at -0.03998433950641101 Attrib 200681_at 0.04857119711543656 Attrib 200682_s_at -0.030929426141864415 Attrib 200683_s_at 0.019681767098943502 Attrib 200684_s_at 0.004445134024626172 Attrib 200685_at -0.004712997747418468 Attrib 200686_s_at -0.010344949557384428 Attrib 200687_s_at 0.034281568118282334 Attrib 200688_at -9.7750840401562E-5 Attrib 200689_x_at 0.041405614403983645 Attrib 200690_at -0.0306934809513257 Attrib 200691_s_at 0.025046872588313757 Attrib 200692_s_at -0.034696340732879534 Attrib 200693_at -0.009903496888108123 Attrib 200694_s_at 1.2724604777015138E-4 Attrib 200695_at 0.006003201859977995 Attrib 200696_s_at 0.011529214825969704 Attrib 200697_at 0.0098525840867152 Attrib 200698_at 0.021890373090194738 Attrib 200699_at 0.02725316584098475 Attrib 200700_s_at 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0.026638869243736565 Attrib 200726_at -0.04892612799461593 Attrib 200727_s_at -0.03467679557390834 Attrib 200728_at -0.043457558822778776 Attrib 200729_s_at -0.01665524801964485 Attrib 200730_s_at -0.04193003687538646 Attrib 200731_s_at 0.040567203359312756 Attrib 200732_s_at 0.02704631338544893 Attrib 200733_s_at -0.008649454306257008 Attrib 200734_s_at 0.014742158210705928 Attrib 200735_x_at 0.022869943964639726 Attrib 200736_s_at 0.0329900697279488 Attrib 200737_at -0.040445821380140544 Attrib 200738_s_at 0.026202311571853043 Attrib 200739_s_at -0.020047268932408786 Attrib 200740_s_at -0.018453829227618877 Attrib 200741_s_at -0.031025502063377553 Attrib 200742_s_at -0.009262006819838806 Attrib 200743_s_at -0.003476948659280839 Attrib 200744_s_at 0.03339055190007525 Attrib 200745_s_at 0.04157788748851812 Attrib 200746_s_at -0.002117194772905024 Attrib 200747_s_at 0.020323163740990358 Attrib 200748_s_at 0.01041408456027993 Attrib 200749_at 0.02844413297740068 Attrib 200750_s_at 0.03407186221287699 Attrib 200751_s_at 0.004646924096450461 Attrib 200752_s_at 0.04314914103230074 Attrib 200753_x_at 0.002373337541175484 Attrib 200754_x_at -0.019438796614477092 Attrib 200755_s_at -0.01956830406300512 Attrib 200756_x_at -0.010611461561601749 Attrib 200757_s_at 0.03462514634501882 Attrib 200758_s_at -0.02331462742694843 Attrib 200759_x_at 4.1283735959167587E-4 Attrib 200760_s_at 0.005799901821733017 Attrib 200761_s_at -0.031019937469081396 Attrib 200762_at -0.015017579238680016 Attrib 200763_s_at -0.035034791248027906 Attrib 200764_s_at -0.044607775162337986 Attrib 200765_x_at 0.037983523397717336 Attrib 200766_at -0.012031730608894092 Attrib 200767_s_at 0.005950194665681509 Attrib 200768_s_at -0.018756286018721872 Attrib 200769_s_at -0.03084923720924097 Attrib 200770_s_at -0.009682758182618038 Attrib 200771_at 0.02294884937283325 Attrib 200772_x_at 0.0130268532944713 Attrib 200773_x_at -0.021880488923418772 Attrib 200774_at -0.012325008347253941 Attrib 200775_s_at 0.02174375341262386 Attrib 200776_s_at 0.0065773449333583435 Attrib 200777_s_at 0.040297421654503 Attrib 200778_s_at 0.0405646439785835 Attrib 200779_at 0.04925764975104406 Attrib 200780_x_at 0.02339303534624825 Attrib 200781_s_at -0.001424289615132581 Attrib 200782_at -0.006201300872545611 Attrib 200783_s_at -0.029479370375631003 Attrib 200784_s_at -0.01938627511092565 Attrib 200785_s_at 0.029388259663472218 Attrib 200786_at -0.03008300936160542 Attrib 200787_s_at 0.02182684647009331 Attrib 200788_s_at -0.047384278264915196 Attrib 200789_at 0.013927477706984796 Attrib 200790_at -0.04056170235910658 Attrib 200791_s_at -0.0034147210791866407 Attrib 200792_at 0.02833315369421355 Attrib 200793_s_at -0.032021822407610576 Attrib 200794_x_at -0.035019874044832255 Attrib 200795_at -0.041786473106556005 Attrib 200796_s_at -0.020337420031269426 Attrib 200797_s_at 0.05056403297522 Attrib 200798_x_at 0.02844898633790543 Attrib 200799_at 0.03459883342171447 Attrib 200800_s_at -0.044761450899469875 Attrib 200801_x_at 0.038665996045611176 Attrib 200802_at 0.04046837997687005 Attrib 200803_s_at -0.020273863792993892 Attrib 200804_at 0.0038228384909954473 Attrib 200805_at 0.010599106597767655 Attrib 200806_s_at 0.03349208769677871 Attrib 200807_s_at -0.04127701877341804 Attrib 200808_s_at 0.03871972137511896 Attrib 200809_x_at 0.0027094442626220245 Attrib 200810_s_at 0.03672860942598289 Attrib 200811_at 0.03548946550741427 Attrib 200812_at -0.049892465078813536 Attrib 200813_s_at -0.03689598044675698 Attrib 200814_at 0.018295858482400205 Attrib 200815_s_at 0.008051175168495928 Attrib 200816_s_at -0.04808480001192894 Attrib 200817_x_at 0.018763742657355722 Attrib 200818_at -0.0068050107625001474 Attrib 200819_s_at 0.03841464743504797 Attrib 200820_at 0.03578240602064626 Attrib 200821_at -0.021025449157484295 Attrib 200822_x_at 0.017173153278559537 Attrib 200823_x_at -0.010345183253817499 Attrib 200824_at -0.013162356016848939 Attrib 200825_s_at 0.02712498801641199 Attrib 200826_at 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200055_at 0.023445353414418467 Attrib 200056_s_at -0.0423082972097455 Attrib 200057_s_at -0.01672851007550089 Attrib 200058_s_at -0.05241350028034506 Attrib 200059_s_at 0.026734391586257712 Attrib 200060_s_at -0.025010398456603754 Attrib 200061_s_at -0.008018224138787639 Attrib 200062_s_at -0.03809304500324104 Attrib 200063_s_at -0.04590643915391797 Attrib 200064_at -0.031410965155701125 Attrib 200065_s_at -0.009584625941535717 Attrib 200066_at -0.009604778941446908 Attrib 200067_x_at -0.035477831621826626 Attrib 200068_s_at -0.09156025830878806 Attrib 200069_at 0.040267567705993004 Attrib 200070_at -0.08370470445270413 Attrib 200071_at -2.0220023237998188E-4 Attrib 200072_s_at -0.018087215029479707 Attrib 200073_s_at 0.007965152365245426 Attrib 200074_s_at 0.01572740388962962 Attrib 200075_s_at -0.0970140835189891 Attrib 200076_s_at 0.03056221370482206 Attrib 200077_s_at 0.01788328415037023 Attrib 200078_s_at -0.01575797704326486 Attrib 200079_s_at -0.05198684036886639 Attrib 200080_s_at 0.007769277158568209 Attrib 200081_s_at -0.026050753576239708 Attrib 200082_s_at -0.03191607503781011 Attrib 200083_at -0.005769511232943586 Attrib 200084_at -0.027522306289786136 Attrib 200085_s_at -0.028572242552668332 Attrib 200086_s_at -0.014683251706712443 Attrib 200087_s_at 0.0010333831919960993 Attrib 200088_x_at 0.026416110529270943 Attrib 200089_s_at 0.026200680935785665 Attrib 200090_at 0.018005758049286797 Attrib 200091_s_at -0.04048892901889075 Attrib 200092_s_at -0.050789970335079204 Attrib 200093_s_at -0.09009065702147687 Attrib 200094_s_at -0.031663791165391704 Attrib 200095_x_at 0.07554710165223374 Attrib 200096_s_at -0.009575028587139593 Attrib 200097_s_at -0.0032314554804786723 Attrib 200098_s_at 0.05385349627690768 Attrib 200099_s_at 0.00819806097286373 Attrib 200593_s_at 0.021162324135210256 Attrib 200594_x_at -0.0020183959426634153 Attrib 200595_s_at -0.04467957310211651 Attrib 200596_s_at 0.035085298748974925 Attrib 200597_at -0.03331190558845448 Attrib 200598_s_at -0.05620261875201792 Attrib 200599_s_at -0.06955852561037251 Attrib 200600_at -0.08865300199194176 Attrib 200601_at -0.03227419687601442 Attrib 200602_at 0.025713351498593648 Attrib 200603_at 0.007623633549012096 Attrib 200604_s_at 0.02740409120218327 Attrib 200605_s_at 0.009674270953086902 Attrib 200606_at 0.042829831501907875 Attrib 200607_s_at -0.06653519898056644 Attrib 200608_s_at 0.01291027784891846 Attrib 200609_s_at 0.027781685909039337 Attrib 200610_s_at 0.01227757908186749 Attrib 200611_s_at 8.777657857968112E-4 Attrib 200612_s_at 0.014802761574453023 Attrib 200613_at -0.05832316295020105 Attrib 200614_at 0.026419572972154595 Attrib 200615_s_at -0.02129559863658298 Attrib 200616_s_at -0.028779797097500955 Attrib 200617_at -0.03686737629305022 Attrib 200618_at -0.06388523849361118 Attrib 200619_at 3.8927143093449843E-4 Attrib 200620_at -0.026526232532021538 Attrib 200621_at 0.0895623470070211 Attrib 200622_x_at -0.03812505177466968 Attrib 200623_s_at 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Attrib 200924_s_at 0.0038310494303197963 Attrib 200925_at 0.035980868542922186 Attrib 200926_at -0.035670536149063806 Attrib 200927_s_at -0.05182239271927866 Attrib 200928_s_at -0.028016279556018875 Attrib 200929_at 0.04995236103862128 Attrib 200930_s_at -0.04064843230915781 Attrib 200931_s_at 0.055066616364493816 Attrib 200932_s_at 0.0517258699880492 Attrib 200933_x_at 0.026340113995424685 Attrib 200934_at 0.003248485908711712 Attrib 200935_at -0.05262937468232295 Attrib 200936_at 0.01020730413961329 Attrib 200937_s_at 0.019308319053220852 Attrib 200938_s_at 0.009989662489827652 Attrib 200939_s_at -0.046296848181520384 Attrib 200940_s_at -0.03151691422898076 Attrib 200941_at 0.06129419786844283 Attrib 200942_s_at 0.027609970531840864 Attrib 200943_at 0.018300235496754226 Attrib 200944_s_at 0.04798213236987835 Attrib 200945_s_at -0.06330064669478214 Attrib 200946_x_at -0.009877686951733354 Attrib 200947_s_at -0.050154452700662065 Attrib 200948_at -0.031042634578150163 Attrib 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Attrib 200804_at 0.05224874811097989 Attrib 200805_at 0.07004954338830713 Attrib 200806_s_at 0.019167306310557592 Attrib 200807_s_at 0.011706921417616305 Attrib 200808_s_at 0.09793025318375143 Attrib 200809_x_at 0.02133341185592508 Attrib 200810_s_at -0.02133154286177307 Attrib 200811_at -0.010231883970243582 Attrib 200812_at 0.05921423668342954 Attrib 200813_s_at 0.04446484650988808 Attrib 200814_at -0.03018012049485179 Attrib 200815_s_at -0.02851364704979026 Attrib 200816_s_at -0.0034206192437145643 Attrib 200817_x_at 0.029371935712780736 Attrib 200818_at -0.0018423684506215687 Attrib 200819_s_at 0.04896336000781248 Attrib 200820_at 0.09250027752891546 Attrib 200821_at -1.3000965764211257E-5 Attrib 200822_x_at 0.09140105396252997 Attrib 200823_x_at -0.002879712654686452 Attrib 200824_at 0.037936915869608144 Attrib 200825_s_at -0.003250088054589246 Attrib 200826_at 0.022542215978776634 Attrib 200827_at 0.015936397048686525 Attrib 200828_s_at 0.036096168998455004 Attrib 200829_x_at 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0.04192887833770992 Attrib 200627_at 0.010728331476029437 Attrib 200628_s_at 0.02039194807782726 Attrib 200629_at -0.011058356501811549 Attrib 200630_x_at -0.0020370886770624094 Attrib 200631_s_at 0.051091871459414254 Attrib 200632_s_at 0.006328896086498033 Attrib 200633_at -0.034265457885222894 Attrib 200634_at 0.0392182599000213 Attrib 200635_s_at -0.008336429580222335 Attrib 200636_s_at -0.04990699780321138 Attrib 200637_s_at 0.003420688816099486 Attrib 200638_s_at -0.004856926481000664 Attrib 200639_s_at 0.03312872354851196 Attrib 200640_at -0.03515705925044971 Attrib 200641_s_at 0.03375018679036591 Attrib 200642_at -0.016498353217188413 Attrib 200643_at 0.03609864204666478 Attrib 200644_at -0.01841579917199849 Attrib 200645_at -0.01017421974487868 Attrib 200646_s_at 0.02131282060310572 Attrib 200647_x_at 0.02784335462279136 Attrib 200648_s_at -0.008568458645503875 Attrib 200649_at -0.05108593810004993 Attrib 200650_s_at 0.056613735414014536 Attrib 200651_at 0.017841434145042585 Attrib 200652_at -0.03669164941943102 Attrib 200653_s_at 0.03550735515427426 Attrib 200654_at -0.0425827463969391 Attrib 200655_s_at 0.03730732986963816 Attrib 200656_s_at 0.030479248469627816 Attrib 200657_at 0.03482183623309967 Attrib 200658_s_at -0.013523980002631745 Attrib 200659_s_at -0.020238978167500695 Attrib 200660_at 0.019406224027007066 Attrib 200661_at 0.02320715083889268 Attrib 200662_s_at -0.011613845316960645 Attrib 200663_at 0.044793805090844414 Attrib 200664_s_at -0.04775445914508115 Attrib 200665_s_at 0.019980864739727246 Attrib 200666_s_at -0.031836890088562914 Attrib 200667_at 0.031930880671165715 Attrib 200668_s_at -0.012910894404130983 Attrib 200669_s_at 0.03050105039381897 Attrib 200670_at -0.028863550419781878 Attrib 200671_s_at -0.02738974792638801 Attrib 200672_x_at -0.04545963171444827 Attrib 200673_at -0.020201874514433033 Attrib 200674_s_at -0.028082208042946633 Attrib 200675_at -0.04141364158481876 Attrib 200676_s_at 0.05050856416017464 Attrib 200677_at 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Attrib 200703_at 0.038572266847503485 Attrib 200704_at -0.03981116772899126 Attrib 200705_s_at -0.04284528244661329 Attrib 200706_s_at -0.06298599371858148 Attrib 200707_at 0.010816568360774229 Attrib 200708_at 0.00866149324467004 Attrib 200709_at 0.013589394731168485 Attrib 200710_at -0.040869924241831924 Attrib 200711_s_at -0.01777778174690184 Attrib 200712_s_at 0.0033373578732455523 Attrib 200713_s_at 0.02498816621883983 Attrib 200714_x_at -0.026393436181233916 Attrib 200715_x_at -0.028627588630255597 Attrib 200716_x_at 0.029366059493795383 Attrib 200717_x_at 0.018243616179579324 Attrib 200718_s_at 7.409273697012465E-4 Attrib 200719_at 0.0182287876017987 Attrib 200720_s_at 0.02013498248649524 Attrib 200721_s_at -0.01916672459973026 Attrib 200722_s_at -0.009292330688630834 Attrib 200723_s_at 0.033428724223965325 Attrib 200724_at -0.0312588195500727 Attrib 200725_x_at 0.040621572212399835 Attrib 200726_at 0.006810068801903533 Attrib 200727_s_at 0.05490515743838028 Attrib 200728_at 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Attrib 200829_x_at 0.01358215014325562 Attrib 200830_at 0.022243816911401215 Attrib 200831_s_at 0.021667628035967567 Attrib 200832_s_at 0.0014102568021240284 Attrib 200833_s_at -0.02110288996043251 Attrib 200834_s_at -0.0029192444910651006 Attrib 200835_s_at 0.010325250858779623 Attrib 200836_s_at 0.0018676103095186126 Attrib 200837_at 0.030704568212238114 Attrib 200838_at -0.01679144355704875 Attrib 200839_s_at 0.02666956344707608 Attrib 200840_at -0.013115543150638002 Attrib 200841_s_at 0.062116528274058544 Attrib 200842_s_at -0.014865967092787794 Attrib 200843_s_at 0.02105038198984846 Attrib 200844_s_at 0.004272747730893975 Attrib 200845_s_at -0.01800079292845915 Attrib 200846_s_at -0.012626159824428891 Attrib 200847_s_at 0.051698013880301937 Attrib 200848_at 0.02586256929493856 Attrib 200849_s_at 0.026608395538727077 Attrib 200850_s_at 8.263698735384795E-5 Attrib 200851_s_at -0.025419017983240852 Attrib 200852_x_at -0.006240185801288462 Attrib 200853_at -0.028665478373951506 Attrib 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200070_at 0.05451631777084431 Attrib 200071_at -0.05632387165143793 Attrib 200072_s_at -0.033818963191609416 Attrib 200073_s_at 0.0040160668951540746 Attrib 200074_s_at 0.04531926937298923 Attrib 200075_s_at 0.03951803193474227 Attrib 200076_s_at 0.05005154641147265 Attrib 200077_s_at -0.0038142053547180303 Attrib 200078_s_at 0.024046417431595423 Attrib 200079_s_at -0.0030368069400508574 Attrib 200080_s_at -0.06222408712213742 Attrib 200081_s_at -0.03970044651335917 Attrib 200082_s_at 0.01334848762085301 Attrib 200083_at 0.01919965870449395 Attrib 200084_at 0.04412237415164059 Attrib 200085_s_at 0.012920969723329958 Attrib 200086_s_at 0.051557033854457604 Attrib 200087_s_at -0.014811658605377588 Attrib 200088_x_at 0.022585013699284572 Attrib 200089_s_at -0.036498230517146665 Attrib 200090_at 0.020463385601532977 Attrib 200091_s_at -0.0173384420353538 Attrib 200092_s_at -0.020400725941608897 Attrib 200093_s_at -0.0022586275471461296 Attrib 200094_s_at -0.024346841201746468 Attrib 200095_x_at -0.042214177180518474 Attrib 200096_s_at 0.005535143417781875 Attrib 200097_s_at -0.002803096392048561 Attrib 200098_s_at 0.05317294938608921 Attrib 200099_s_at -0.007438436623832486 Attrib 200593_s_at -0.0234468496050034 Attrib 200594_x_at 0.034808769532734346 Attrib 200595_s_at -7.889122807277931E-4 Attrib 200596_s_at 0.00421758226833602 Attrib 200597_at -0.006707021881838962 Attrib 200598_s_at 0.012520548292605323 Attrib 200599_s_at 0.013926443198042182 Attrib 200600_at -0.039054559664714404 Attrib 200601_at 0.029155988959862638 Attrib 200602_at -0.014702814675591718 Attrib 200603_at -0.010196118199274077 Attrib 200604_s_at 0.0191698572906236 Attrib 200605_s_at 0.022957615668517364 Attrib 200606_at -0.04320054390577427 Attrib 200607_s_at -0.027213217050008297 Attrib 200608_s_at -0.05218027913339332 Attrib 200609_s_at -0.033242810974975924 Attrib 200610_s_at -0.04145320734697698 Attrib 200611_s_at 0.03390502932135285 Attrib 200612_s_at -0.02132138689489216 Attrib 200613_at 0.04468507065546019 Attrib 200614_at -0.006625769156664664 Attrib 200615_s_at 0.01465705168775042 Attrib 200616_s_at -0.012976158329089727 Attrib 200617_at -0.018411678380941255 Attrib 200618_at -0.005807573463894931 Attrib 200619_at 0.025137680724159527 Attrib 200620_at 0.06711983066612563 Attrib 200621_at 0.015432242985222671 Attrib 200622_x_at 0.06036151935708437 Attrib 200623_s_at -0.02786515380057569 Attrib 200624_s_at -0.026508890799461796 Attrib 200625_s_at 0.03584674864514957 Attrib 200626_s_at 0.030206010771818517 Attrib 200627_at -0.020898407963012015 Attrib 200628_s_at 0.031070578929473576 Attrib 200629_at 0.02424953346525383 Attrib 200630_x_at -0.05852707839739868 Attrib 200631_s_at -0.04135552977174285 Attrib 200632_s_at -0.008678761561328041 Attrib 200633_at -6.298236218326922E-4 Attrib 200634_at 0.013514172985345962 Attrib 200635_s_at 0.024529947619560732 Attrib 200636_s_at 0.03932225786542523 Attrib 200637_s_at -0.011872357974082247 Attrib 200638_s_at 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200664_s_at -0.014127253208150278 Attrib 200665_s_at -0.04649967041225548 Attrib 200666_s_at 0.005061367316751161 Attrib 200667_at 0.0037828424649617564 Attrib 200668_s_at -0.04294964775029516 Attrib 200669_s_at 0.034003644815269074 Attrib 200670_at 0.04302767509641909 Attrib 200671_s_at 0.03527782639790164 Attrib 200672_x_at -0.008850313694499153 Attrib 200673_at 0.010470106672140425 Attrib 200674_s_at 0.042891001646227396 Attrib 200675_at -0.034964001238797345 Attrib 200676_s_at 0.027101155520393105 Attrib 200677_at -0.008323065056924076 Attrib 200678_x_at -0.012923836839254327 Attrib 200679_x_at -0.037794513721305746 Attrib 200680_x_at 0.038447483864450134 Attrib 200681_at 0.011363470182258835 Attrib 200682_s_at -0.010636085370443494 Attrib 200683_s_at 0.038142690271653214 Attrib 200684_s_at -0.033407136319772664 Attrib 200685_at -0.03535944717135058 Attrib 200686_s_at -0.04836237318651761 Attrib 200687_s_at 0.006411475690048742 Attrib 200688_at 0.03992055358658561 Attrib 200689_x_at -0.025745083735005208 Attrib 200690_at -0.020636290466571148 Attrib 200691_s_at -0.01720544253441278 Attrib 200692_s_at 0.027313763365406342 Attrib 200693_at -0.027855886591876714 Attrib 200694_s_at -0.017660738404066876 Attrib 200695_at -0.01863159193401821 Attrib 200696_s_at 0.004811247479728869 Attrib 200697_at -0.049287145434807555 Attrib 200698_at 0.011506094828973952 Attrib 200699_at 0.008752231297907302 Attrib 200700_s_at -0.01882049695121045 Attrib 200701_at 0.033788477359109254 Attrib 200702_s_at 0.03319575624476964 Attrib 200703_at 1.3908373414622233E-4 Attrib 200704_at -0.010844919299001258 Attrib 200705_s_at 0.022459348240073833 Attrib 200706_s_at 0.04329884641278339 Attrib 200707_at 0.056706959922100536 Attrib 200708_at 0.04257832440781231 Attrib 200709_at -0.02762826476011863 Attrib 200710_at -0.026053375053516934 Attrib 200711_s_at 0.015328861929212404 Attrib 200712_s_at 0.009066312999461555 Attrib 200713_s_at -0.02517176629509318 Attrib 200714_x_at 0.00565057780358833 Attrib 200715_x_at -0.009817044814676209 Attrib 200716_x_at -0.01605953038750126 Attrib 200717_x_at -0.04129318527223381 Attrib 200718_s_at 0.037515052930511945 Attrib 200719_at 0.010000337033716007 Attrib 200720_s_at 0.018199423518039836 Attrib 200721_s_at 0.013180728277055489 Attrib 200722_s_at -0.030809011391546855 Attrib 200723_s_at 0.03714145104463127 Attrib 200724_at 0.03624586336174606 Attrib 200725_x_at -0.011999252898413025 Attrib 200726_at -0.0365870608877992 Attrib 200727_s_at -0.03660542768878143 Attrib 200728_at 0.028991262309223016 Attrib 200729_s_at -0.061598008310682635 Attrib 200730_s_at -0.052570839666394246 Attrib 200731_s_at 0.02496210172027474 Attrib 200732_s_at -0.040767055876479476 Attrib 200733_s_at 0.024316392800926113 Attrib 200734_s_at -0.012265459174954769 Attrib 200735_x_at 0.021575796510699928 Attrib 200736_s_at 0.01736067492127811 Attrib 200737_at 0.05865857089365647 Attrib 200738_s_at -0.02391025850341031 Attrib 200739_s_at 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Attrib 200815_s_at -0.018562425817422262 Attrib 200816_s_at 0.024520258432383812 Attrib 200817_x_at 0.005486311829291714 Attrib 200818_at 0.050884007289876514 Attrib 200819_s_at -0.021750796290091856 Attrib 200820_at -3.115497980755887E-5 Attrib 200821_at -0.03526124186112349 Attrib 200822_x_at 0.010000562595131029 Attrib 200823_x_at 0.04104001161948199 Attrib 200824_at -0.004765286822303082 Attrib 200825_s_at -0.01580997995757099 Attrib 200826_at 0.024667555169299093 Attrib 200827_at 0.031197326725588944 Attrib 200828_s_at 0.023471873161246628 Attrib 200829_x_at -0.0607167507829132 Attrib 200830_at 0.05913725658044212 Attrib 200831_s_at 0.043547310426269005 Attrib 200832_s_at 0.014770225057710753 Attrib 200833_s_at -0.011930472116194807 Attrib 200834_s_at 0.00639315645954344 Attrib 200835_s_at -0.010023372880263495 Attrib 200836_s_at 0.03443632998366499 Attrib 200837_at 0.02651752093440356 Attrib 200838_at -0.03659755317596396 Attrib 200839_s_at 0.03307282072753432 Attrib 200840_at 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200778_s_at -0.05053354980009482 Attrib 200779_at -0.05629263523897069 Attrib 200780_x_at 0.04043614740186511 Attrib 200781_s_at -0.038265964352068915 Attrib 200782_at 0.004736486086864097 Attrib 200783_s_at 0.05855865252991277 Attrib 200784_s_at 0.04142156780762834 Attrib 200785_s_at -0.018619901875580054 Attrib 200786_at -0.02301020369084799 Attrib 200787_s_at -0.006768262011184653 Attrib 200788_s_at 0.006517443801495147 Attrib 200789_at 0.01120632225552222 Attrib 200790_at -0.020773372300200398 Attrib 200791_s_at -0.028687125789443893 Attrib 200792_at -0.035440251250682245 Attrib 200793_s_at -0.04099191156216923 Attrib 200794_x_at 0.043849443489505556 Attrib 200795_at 0.023566065444556143 Attrib 200796_s_at -0.005700208118569476 Attrib 200797_s_at -0.02532146345026604 Attrib 200798_x_at 0.03440065555947964 Attrib 200799_at 6.452428494770363E-4 Attrib 200800_s_at 0.003409636583643137 Attrib 200801_x_at 0.013151283737894343 Attrib 200802_at 0.033767463229401475 Attrib 200803_s_at 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200829_x_at -0.03950573677164303 Attrib 200830_at 0.03587065547520897 Attrib 200831_s_at 0.03585399196998363 Attrib 200832_s_at -0.044303106654853895 Attrib 200833_s_at 0.032718566841415705 Attrib 200834_s_at -0.0243931337253475 Attrib 200835_s_at 0.010648788808554943 Attrib 200836_s_at -0.004505295833850782 Attrib 200837_at 0.01503979718735395 Attrib 200838_at 0.022048102631356096 Attrib 200839_s_at -0.03126930492413941 Attrib 200840_at -0.02440348510929147 Attrib 200841_s_at 0.00657583224198567 Attrib 200842_s_at 0.037146946737275206 Attrib 200843_s_at 0.007369864477307661 Attrib 200844_s_at 0.017953914507315955 Attrib 200845_s_at 0.0013692959296678377 Attrib 200846_s_at 0.018030444339139213 Attrib 200847_s_at 0.005275845704542535 Attrib 200848_at -0.02475585294401308 Attrib 200849_s_at -0.01724577018181936 Attrib 200850_s_at 0.02273704217972481 Attrib 200851_s_at -0.016238758293093083 Attrib 200852_x_at -0.02353897314294199 Attrib 200853_at -0.00798101081793603 Attrib 200854_at 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Attrib 201030_x_at 0.026054483119823862 Attrib 201031_s_at -0.04741637439319868 Attrib 201032_at 0.05867283500628992 Attrib 201033_x_at -0.052161941022765626 Attrib 201034_at 0.04904570384557268 Attrib 201035_s_at -0.0066888909876620115 Attrib 201036_s_at 0.06203899632174362 Attrib 201037_at -0.04543049131545225 Attrib 201038_s_at -0.006967194961073192 Attrib 201039_s_at 0.003971163867006734 Attrib 201040_at -0.04405908927239579 Attrib 201041_s_at -0.062004739190939205 Attrib 201042_at -0.06074044568546011 Attrib 201043_s_at -0.008127717258458494 Attrib 201044_x_at -0.031141182057274248 Attrib 201045_s_at 0.031567630005523185 Attrib 201046_s_at -0.003295054022653387 Attrib 201047_x_at -0.015602026530135238 Attrib 201048_x_at -0.04955648888687292 Attrib 201049_s_at 0.05397493530962766 Attrib 201050_at -0.046265588863969954 Attrib 201051_at 0.0333146834696528 Attrib 201052_s_at -0.011833628571032519 Attrib 201053_s_at -0.04034302137150356 Attrib 201054_at -0.01728009314247681 Attrib 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Attrib 1570632_at 7.930736433179354E-5 Attrib 1570633_at 0.052913226283122096 Attrib 1570635_at -0.027601731300388763 Attrib 1570639_at 0.029066421119376868 Attrib 1570644_at -0.027277247688575985 Attrib 1570645_at 0.06023505887498464 Attrib 1570650_at 0.060023774673331705 Attrib 1570651_at 0.035365877400270154 Attrib 1570653_at 0.05087272330573117 Attrib 1598_g_at -0.0487404777567346 Attrib 160020_at 0.03518036671053103 Attrib 1729_at 0.001448485135160779 Attrib 1773_at -0.007404615991707819 Attrib 177_at -0.008978517510372054 Attrib 179_at 0.035544901042085804 Attrib 1861_at -0.026219110729195718 Attrib 200000_s_at 0.0011835034783907778 Attrib 200001_at 0.05305972158550179 Attrib 200002_at -0.02441213856201881 Attrib 200003_s_at -0.05100567180584208 Attrib 200004_at -0.0662353457969192 Attrib 200005_at 0.029123769528402857 Attrib 200006_at -0.008188817137682278 Attrib 200007_at 0.02065474357740845 Attrib 200008_s_at -0.003194538784195977 Attrib 200009_at 0.022787452340698743 Attrib 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Attrib 200624_s_at -0.06294620302144364 Attrib 200625_s_at 0.009842024323858825 Attrib 200626_s_at -0.009164598768949218 Attrib 200627_at 0.0026992631808455945 Attrib 200628_s_at 0.0465889439836994 Attrib 200629_at -0.00841254828881922 Attrib 200630_x_at -0.044011086870317045 Attrib 200631_s_at -0.011106580215762269 Attrib 200632_s_at -0.024643722134276787 Attrib 200633_at -0.02616574341086894 Attrib 200634_at 0.06948338911797382 Attrib 200635_s_at 0.02156210826873781 Attrib 200636_s_at 0.04360879261439595 Attrib 200637_s_at 0.037651865215770054 Attrib 200638_s_at 0.07004603203418408 Attrib 200639_s_at 6.866726423901973E-4 Attrib 200640_at 0.011186678317588147 Attrib 200641_s_at 0.036057979932209924 Attrib 200642_at -0.0692295593038491 Attrib 200643_at 0.037515750721477024 Attrib 200644_at -0.03722401317968589 Attrib 200645_at 0.006831956988326625 Attrib 200646_s_at -0.018881916584865377 Attrib 200647_x_at -0.01328659959029652 Attrib 200648_s_at 0.034531328451361414 Attrib 200649_at 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Attrib 200725_x_at 0.02265868660599522 Attrib 200726_at 0.013853130440154005 Attrib 200727_s_at 0.014292134873488618 Attrib 200728_at 0.018880909838052858 Attrib 200729_s_at -0.008206702157432199 Attrib 200730_s_at 0.031167744549538662 Attrib 200731_s_at -0.006246480655981934 Attrib 200732_s_at 0.06065961641842924 Attrib 200733_s_at 0.01111706224973316 Attrib 200734_s_at 0.02446192954267313 Attrib 200735_x_at -0.03619589684778933 Attrib 200736_s_at 0.06815690219494659 Attrib 200737_at 0.026779638958615938 Attrib 200738_s_at -0.03358370174755316 Attrib 200739_s_at -0.0011793050485204742 Attrib 200740_s_at 0.055328626867548546 Attrib 200741_s_at 0.024421934830067268 Attrib 200742_s_at -0.010696195636428043 Attrib 200743_s_at 0.053015664993221426 Attrib 200744_s_at 0.0198266995542996 Attrib 200745_s_at -0.025051811682447044 Attrib 200746_s_at 4.995745765781278E-4 Attrib 200747_s_at 0.04557793376313878 Attrib 200748_s_at -0.019540883629381032 Attrib 200749_at -0.026356907039945785 Attrib 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Attrib 200672_x_at -0.011504624074582177 Attrib 200673_at -0.018890794264860476 Attrib 200674_s_at -0.04940151613271246 Attrib 200675_at 0.024462594983042707 Attrib 200676_s_at -0.0358864785582553 Attrib 200677_at 0.004297089007151555 Attrib 200678_x_at 0.05409539868627342 Attrib 200679_x_at 0.018093431813700746 Attrib 200680_x_at -0.0010231991202277462 Attrib 200681_at 0.039944336572287416 Attrib 200682_s_at 9.246990007259695E-4 Attrib 200683_s_at 0.014642412289180867 Attrib 200684_s_at 4.7777403497798767E-4 Attrib 200685_at 0.0362385176015102 Attrib 200686_s_at 0.0024190319561196803 Attrib 200687_s_at 0.024129882941697645 Attrib 200688_at -0.04244021749064072 Attrib 200689_x_at 0.03822883411749834 Attrib 200690_at 0.02219832149867529 Attrib 200691_s_at -0.004048254206029603 Attrib 200692_s_at -0.02961101221900808 Attrib 200693_at -0.02043238806189365 Attrib 200694_s_at -0.0011027440364661605 Attrib 200695_at -0.00467821649966097 Attrib 200696_s_at -0.020218000192067223 Attrib 200697_at -0.015421599752005105 Attrib 200698_at -7.536851426054582E-4 Attrib 200699_at -0.04650399764915939 Attrib 200700_s_at 0.009884092426791165 Attrib 200701_at -0.0016296871143515693 Attrib 200702_s_at 0.018084872710514135 Attrib 200703_at -0.047861737403330315 Attrib 200704_at 0.024718316290354463 Attrib 200705_s_at 0.02975653888850271 Attrib 200706_s_at 0.002652969477861896 Attrib 200707_at 0.04354147293403876 Attrib 200708_at 0.011159842079042748 Attrib 200709_at 0.00907675740867936 Attrib 200710_at -0.011989703936162896 Attrib 200711_s_at 0.03869309992232047 Attrib 200712_s_at -0.03437001354800088 Attrib 200713_s_at 0.024871329479227825 Attrib 200714_x_at -0.007436020741593846 Attrib 200715_x_at 0.04528422058761774 Attrib 200716_x_at 0.030881902815072342 Attrib 200717_x_at -0.018519481808478667 Attrib 200718_s_at -0.044975717238777385 Attrib 200719_at 0.04042153324150638 Attrib 200720_s_at -0.008651280750841402 Attrib 200721_s_at 0.0329103510876729 Attrib 200722_s_at 0.05588872168169694 Attrib 200723_s_at 0.046725986878716645 Attrib 200724_at 0.03696984295729836 Attrib 200725_x_at -0.002816424883432014 Attrib 200726_at -0.007613512115055996 Attrib 200727_s_at 0.019831973287938866 Attrib 200728_at -0.03245612618615737 Attrib 200729_s_at -0.027558520623886418 Attrib 200730_s_at -0.006661718655332157 Attrib 200731_s_at -0.01281037824540551 Attrib 200732_s_at 0.0470997204741757 Attrib 200733_s_at -0.01967066900033933 Attrib 200734_s_at 0.0022802518263457965 Attrib 200735_x_at 0.022733100094441617 Attrib 200736_s_at -0.01773837352813251 Attrib 200737_at -0.03644690894268941 Attrib 200738_s_at -0.01683119966936127 Attrib 200739_s_at 0.025229261832151555 Attrib 200740_s_at -0.00910448485485105 Attrib 200741_s_at 0.003196999454358344 Attrib 200742_s_at 0.04522001810151824 Attrib 200743_s_at -0.022037409674594013 Attrib 200744_s_at -0.036063485984726196 Attrib 200745_s_at 0.038185139489232675 Attrib 200746_s_at 0.023720437775366122 Attrib 200747_s_at 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Attrib 200823_x_at 0.0406165494844025 Attrib 200824_at 0.0034442974381245274 Attrib 200825_s_at -0.005286518668860177 Attrib 200826_at 0.02143568586110662 Attrib 200827_at 0.04823896389904127 Attrib 200828_s_at -0.0015382813611827023 Attrib 200829_x_at -0.026118070494980834 Attrib 200830_at -0.038523039418377834 Attrib 200831_s_at -0.0050373438075542055 Attrib 200832_s_at 0.01941991659498075 Attrib 200833_s_at -0.00899748406637416 Attrib 200834_s_at 0.02234830671250617 Attrib 200835_s_at -0.0029658318659222093 Attrib 200836_s_at -0.044963266620175656 Attrib 200837_at 6.448657572880282E-4 Attrib 200838_at 0.031734294010683596 Attrib 200839_s_at 0.016973883252864794 Attrib 200840_at 0.0120482729091425 Attrib 200841_s_at -0.010629150420041094 Attrib 200842_s_at 0.009252235540464568 Attrib 200843_s_at -0.05115942662627964 Attrib 200844_s_at 0.049468600263925896 Attrib 200845_s_at 0.03780363541995685 Attrib 200846_s_at 0.0215900154651494 Attrib 200847_s_at -0.019761362783999502 Attrib 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0.0413955012272532 Attrib AFFX-HUMGAPDH/M33197_M_at 0.05161297774064998 Attrib AFFX-HUMISGF3A/M97935_3_at 0.03454594522002467 Attrib AFFX-HUMISGF3A/M97935_5_at -0.04545595131250988 Attrib AFFX-HUMISGF3A/M97935_MA_at -0.02959801257496022 Attrib AFFX-HUMISGF3A/M97935_MB_at 0.03628677479136123 Attrib AFFX-HUMRGE/M10098_3_at 0.020218152565068793 Attrib AFFX-HUMRGE/M10098_5_at 0.014044314970738126 Attrib AFFX-HUMRGE/M10098_M_at -0.005607483450956706 Attrib AFFX-LysX-3_at -0.012675147402651002 Attrib AFFX-LysX-5_at 0.033576832732434794 Attrib AFFX-LysX-M_at -0.0341907883575656 Attrib AFFX-M27830_3_at 0.0110986046920019 Attrib AFFX-M27830_5_at -0.04773832536523279 Attrib AFFX-M27830_M_at -0.03317485688261267 Attrib AFFX-PheX-3_at 0.0341269605871208 Attrib AFFX-PheX-5_at -0.02125700867688941 Attrib AFFX-PheX-M_at -0.014475985696671538 Attrib AFFX-r2-Bs-dap-3_at -0.040051128154077784 Attrib AFFX-r2-Bs-dap-5_at 0.051889631431409615 Attrib AFFX-r2-Bs-dap-M_at 0.012314341312775187 Attrib AFFX-r2-Bs-lys-3_at -0.0536928602860205 Attrib AFFX-r2-Bs-lys-5_at 0.008587276513294422 Attrib AFFX-r2-Bs-lys-M_at -0.0010465566413772913 Attrib AFFX-r2-Bs-phe-3_at -0.029753647398873272 Attrib AFFX-r2-Bs-phe-5_at -0.01802126047428458 Attrib AFFX-r2-Bs-phe-M_at 0.015124899990859192 Attrib AFFX-r2-Bs-thr-3_s_at -0.057040021080969075 Attrib AFFX-r2-Bs-thr-5_s_at -0.04356952222083542 Attrib AFFX-r2-Bs-thr-M_s_at -0.02035637861864861 Attrib AFFX-r2-Ec-bioB-3_at -0.04459121493800747 Attrib AFFX-r2-Ec-bioB-5_at -0.018820909816658436 Attrib AFFX-r2-Ec-bioB-M_at 0.028663625429522624 Attrib AFFX-r2-Ec-bioC-3_at 0.0409421041350628 Attrib AFFX-r2-Ec-bioC-5_at 0.04432621392906767 Attrib AFFX-r2-Ec-bioD-3_at 0.039276485987150375 Attrib AFFX-r2-Ec-bioD-5_at -0.032057816749493755 Attrib AFFX-r2-P1-cre-3_at -0.022178334265025558 Attrib AFFX-r2-P1-cre-5_at 0.03913602473501432 Attrib AFFX-ThrX-3_at 8.460713212708268E-4 Attrib AFFX-ThrX-5_at 0.006322617183751451 Attrib AFFX-ThrX-M_at -0.01305864456433933 Attrib AFFX-TrpnX-3_at 0.04023159549633569 Attrib AFFX-TrpnX-5_at -0.03690280769762522 Attrib AFFX-TrpnX-M_at 0.013106302156208238 Class ccRCC Input Node 0 Class normal Input Node 1 Time taken to build model: 2833.37 seconds Time taken to test model on training data: 4.42 seconds === Error on training data === Correctly Classified Instances 129 90.2098 % Incorrectly Classified Instances 14 9.7902 % Kappa statistic 0.804 Mean absolute error 0.1566 Root mean squared error 0.2833 Relative absolute error 31.3216 % Root relative squared error 56.6661 % Total Number of Instances 143 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,831 0,028 0,967 0,831 0,894 0,812 0,952 0,961 ccRCC 0,972 0,169 0,854 0,972 0,909 0,812 0,952 0,939 normal Weighted Avg. 0,902 0,099 0,910 0,902 0,902 0,812 0,952 0,950 === Confusion Matrix === a b <-- classified as 59 12 | a = ccRCC 2 70 | b = normal Time taken to perform cross-validation: 5553.82 seconds === Stratified cross-validation === Correctly Classified Instances 119 83.2168 % Incorrectly Classified Instances 24 16.7832 % Kappa statistic 0.6642 Mean absolute error 0.216 Root mean squared error 0.3828 Relative absolute error 43.2007 % Root relative squared error 76.5637 % Total Number of Instances 143 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,803 0,139 0,851 0,803 0,826 0,665 0,859 0,878 ccRCC 0,861 0,197 0,816 0,861 0,838 0,665 0,859 0,839 normal Weighted Avg. 0,832 0,168 0,833 0,832 0,832 0,665 0,859 0,858 === Confusion Matrix === a b <-- classified as 57 14 | a = ccRCC 10 62 | b = normal