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 -0.4530216462225665 Node 2 1.4262466844643973 Node 3 1.5478352774496644 Node 4 0.4795735592444104 Node 5 1.0776915791176853 Node 6 -1.3833751986322156 Node 7 1.3840557026172826 Node 8 0.41016509440971666 Node 9 1.0960118327643622 Node 10 -1.335856769783251 Node 11 -2.028091537874647 Sigmoid Node 1 Inputs Weights Threshold 0.5082784742023719 Node 2 -1.4642678799884137 Node 3 -1.566896617800229 Node 4 -0.523701337289334 Node 5 -1.0406679040289157 Node 6 1.3606816170926082 Node 7 -1.4008078258609455 Node 8 -0.4486571318103584 Node 9 -1.070816601150497 Node 10 1.3368423885063618 Node 11 2.0046457147854237 Sigmoid Node 2 Inputs Weights Threshold 0.005109197091462033 Attrib 1007_s_at -0.04210421152163285 Attrib 1053_at -0.051140339073526796 Attrib 117_at 0.025321907946236788 Attrib 121_at 0.03568977278717962 Attrib 1255_g_at 0.05207995879134119 Attrib 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1552319_a_at -0.039681824682096814 Attrib 1552320_a_at 0.03860094594033424 Attrib 1552321_a_at -0.03763418987548932 Attrib 1552322_at -0.009411838078384813 Attrib 1552323_s_at -0.02003096613867028 Attrib 1552325_at 0.043985588845139346 Attrib 1552326_a_at 0.04421779174472001 Attrib 1552327_at 0.04363441540844634 Attrib 1552329_at 0.0054662999983134284 Attrib 1552330_at 0.019776470733370792 Attrib 1552332_at -0.0320152674896614 Attrib 1552334_at 0.032653909789970036 Attrib 1552335_at -0.007030528396752911 Attrib 1552337_s_at -0.007461405256742998 Attrib 1552338_at -0.00870788333929948 Attrib 1552340_at 0.014598735230732565 Attrib 1552343_s_at 0.0451409003867982 Attrib 1552344_s_at 0.001093342288004306 Attrib 1552347_at 0.013437122194270937 Attrib 1552348_at 0.038062385377558294 Attrib 1552349_a_at 0.028799157479577613 Attrib 1552354_at -0.03160170172633344 Attrib 1552355_s_at -0.011771579565485012 Attrib 1552359_at 0.048776200428237076 Attrib 1552360_a_at 0.02252204891716782 Attrib 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200666_s_at 0.027602421923640187 Attrib 200667_at -0.006945121377047798 Attrib 200668_s_at 0.04247283083053092 Attrib 200669_s_at -0.046897017692127056 Attrib 200670_at 0.010454497798856809 Attrib 200671_s_at -0.034307556630630384 Attrib 200672_x_at 0.012817853473503376 Attrib 200673_at -0.023296942071253705 Attrib 200674_s_at 0.02895781973245208 Attrib 200675_at -0.03553440969965645 Attrib 200676_s_at -0.04486099998638393 Attrib 200677_at -0.049632024909484054 Attrib 200678_x_at -0.03396140395134287 Attrib 200679_x_at -0.01779600559231503 Attrib 200680_x_at -0.04151903680653458 Attrib 200681_at 0.049349504652797915 Attrib 200682_s_at 0.023201942539011176 Attrib 200683_s_at -0.02653194496946491 Attrib 200684_s_at -0.009263940446063315 Attrib 200685_at -0.03023198828543686 Attrib 200686_s_at -0.0026434256579051176 Attrib 200687_s_at -6.603789663480487E-4 Attrib 200688_at -0.0051854464697316085 Attrib 200689_x_at 0.005635886032505212 Attrib 200690_at -0.02741160014700179 Attrib 200691_s_at 0.023791833837944896 Attrib 200692_s_at 0.03769253248439453 Attrib 200693_at 0.022786123806444354 Attrib 200694_s_at 0.03706324243942053 Attrib 200695_at 0.03800847267728807 Attrib 200696_s_at -0.042691959448784136 Attrib 200697_at -0.02968865690649945 Attrib 200698_at -0.041999698051725355 Attrib 200699_at -0.045118343489078526 Attrib 200700_s_at 0.03333216948082412 Attrib 200701_at -0.03252974702270487 Attrib 200702_s_at 0.006678819382597624 Attrib 200703_at 0.02977169070631453 Attrib 200704_at 0.03657322911983161 Attrib 200705_s_at 0.05149720548539144 Attrib 200706_s_at -0.04720806329857213 Attrib 200707_at 7.048024900217295E-4 Attrib 200708_at 0.042027363449875677 Attrib 200709_at -0.029366778486170968 Attrib 200710_at -0.054654452326782156 Attrib 200711_s_at -0.05050357641674645 Attrib 200712_s_at 0.0010957203606361291 Attrib 200713_s_at 3.2038187679717415E-4 Attrib 200714_x_at -5.174295458558412E-4 Attrib 200715_x_at -0.03254778299451475 Attrib 200716_x_at 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Attrib 200819_s_at -0.040330645230707014 Attrib 200820_at -0.0321955608234084 Attrib 200821_at 0.028490771338113795 Attrib 200822_x_at -9.900775510186552E-4 Attrib 200823_x_at 0.036943519373351594 Attrib 200824_at 0.018495260233293457 Attrib 200825_s_at 0.026614832432015272 Attrib 200826_at 0.027100408493587844 Attrib 200827_at -0.03242851859419094 Attrib 200828_s_at -0.03171151030704148 Attrib 200829_x_at 0.048842323152010494 Attrib 200830_at 0.024730007674789157 Attrib 200831_s_at 0.0285758644528087 Attrib 200832_s_at -0.039212627758923785 Attrib 200833_s_at 0.025800439778073374 Attrib 200834_s_at -0.032113731605387476 Attrib 200835_s_at 0.03648389240405813 Attrib 200836_s_at 0.04514797802302649 Attrib 200837_at -0.02678457113335038 Attrib 200838_at 0.03934259417052972 Attrib 200839_s_at -0.017202908046524988 Attrib 200840_at 0.017762426247451703 Attrib 200841_s_at -0.0052449938910653195 Attrib 200842_s_at 0.020741804839390154 Attrib 200843_s_at 0.02046242898202102 Attrib 200844_s_at 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Attrib 200945_s_at 0.03150965493820707 Attrib 200946_x_at -0.038025044324699164 Attrib 200947_s_at 0.0037216023016694647 Attrib 200948_at -0.027383892432491543 Attrib 200949_x_at -0.018546488989724816 Attrib 200950_at 0.021713842685311617 Attrib 200951_s_at -0.024938115771282143 Attrib 200952_s_at -0.04472637680835837 Attrib 200953_s_at 0.03485045403768911 Attrib 200954_at -0.012850992160573393 Attrib 200955_at 0.049367566793938 Attrib 200956_s_at -0.031213485077145615 Attrib 200957_s_at -0.027505740493828066 Attrib 200958_s_at -0.0027684863889136596 Attrib 200959_at -0.030617095599063036 Attrib 200960_x_at -0.03900923953914799 Attrib 200961_at -0.03843590292645997 Attrib 200962_at 0.01976507526061008 Attrib 200963_x_at 0.008722552203026188 Attrib 200964_at 0.04994985393264796 Attrib 200965_s_at 0.04087401590104095 Attrib 200966_x_at -0.009841411025061286 Attrib 200967_at -0.005027265459480662 Attrib 200968_s_at -0.023921645155775495 Attrib 200969_at 0.037279075587527896 Attrib 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0.0220189228776315 Attrib 200728_at 0.024159460489394692 Attrib 200729_s_at -0.01815551507260569 Attrib 200730_s_at 0.03723795859581387 Attrib 200731_s_at -0.009935127229025249 Attrib 200732_s_at -0.027401116601378395 Attrib 200733_s_at 0.029864275105085797 Attrib 200734_s_at -0.02276861535626029 Attrib 200735_x_at -0.0028493327138070733 Attrib 200736_s_at 0.023451150009562393 Attrib 200737_at 0.04311255695133051 Attrib 200738_s_at -0.006353168561632336 Attrib 200739_s_at 0.03916484586859424 Attrib 200740_s_at 0.02375269967567532 Attrib 200741_s_at 0.03202807537338716 Attrib 200742_s_at -0.018207267930717017 Attrib 200743_s_at 0.0029023949417789135 Attrib 200744_s_at 0.0128582208005154 Attrib 200745_s_at -0.048794079964091124 Attrib 200746_s_at -0.03268929969482058 Attrib 200747_s_at -0.0321749463521851 Attrib 200748_s_at 0.025737023842234166 Attrib 200749_at 0.018634686610388692 Attrib 200750_s_at 0.03079198848895313 Attrib 200751_s_at 0.03565898720933005 Attrib 200752_s_at 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Attrib 200828_s_at -0.03431546915917926 Attrib 200829_x_at -0.011935295417345995 Attrib 200830_at 0.013635557776268322 Attrib 200831_s_at -0.02272900104008202 Attrib 200832_s_at -0.048799007531368045 Attrib 200833_s_at 0.04980974174748461 Attrib 200834_s_at 0.03166912750598469 Attrib 200835_s_at -5.774458155648644E-4 Attrib 200836_s_at 0.032188873437400574 Attrib 200837_at -0.017365004067612638 Attrib 200838_at 0.04877975260405462 Attrib 200839_s_at -0.02449518509664291 Attrib 200840_at -0.04429168214633575 Attrib 200841_s_at 0.00196184013281223 Attrib 200842_s_at -0.004318777969868504 Attrib 200843_s_at -0.0024360956815863677 Attrib 200844_s_at -0.03775560505218848 Attrib 200845_s_at -0.02660982678820779 Attrib 200846_s_at 0.02814150724058729 Attrib 200847_s_at -0.005053141190209018 Attrib 200848_at -0.05330266723303727 Attrib 200849_s_at 0.01432188532014524 Attrib 200850_s_at 0.03578672205705207 Attrib 200851_s_at 0.04300308523200694 Attrib 200852_x_at -0.036571430716360875 Attrib 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Attrib 200954_at -0.01343914651383213 Attrib 200955_at -0.023181193834020102 Attrib 200956_s_at 0.02353520629031003 Attrib 200957_s_at 0.043046892427777796 Attrib 200958_s_at -0.05118744625093332 Attrib 200959_at -0.012877050829343664 Attrib 200960_x_at 0.0018935505838969312 Attrib 200961_at 0.037802829386807034 Attrib 200962_at 0.020989066844299097 Attrib 200963_x_at -0.05098446442117446 Attrib 200964_at 0.022951854041526012 Attrib 200965_s_at 0.04487934071732327 Attrib 200966_x_at -0.025531074622586254 Attrib 200967_at -0.04985635690535023 Attrib 200968_s_at 0.010799117956372941 Attrib 200969_at -0.0030006698735758927 Attrib 200970_s_at 0.004190034372358078 Attrib 200971_s_at -0.02126537111216011 Attrib 200972_at -0.011118234450772903 Attrib 200973_s_at -0.011796773385742374 Attrib 200974_at -0.02449204889798313 Attrib 200975_at -0.003449799370012819 Attrib 200976_s_at 0.04204790726542888 Attrib 200977_s_at -0.04195232678548848 Attrib 200978_at -0.019209000015813205 Attrib 200979_at 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Attrib 201030_x_at -0.025873219671925744 Attrib 201031_s_at 0.03858698726882238 Attrib 201032_at 0.048041699852237746 Attrib 201033_x_at -0.05070659354977242 Attrib 201034_at 0.012916258657388059 Attrib 201035_s_at -0.04841383055091897 Attrib 201036_s_at 0.01178128995030062 Attrib 201037_at 0.03598440051313564 Attrib 201038_s_at 0.01187072477292218 Attrib 201039_s_at 0.028641553276985844 Attrib 201040_at -0.0016979477951858933 Attrib 201041_s_at -0.035409900653293504 Attrib 201042_at -0.04836924208342936 Attrib 201043_s_at -0.006997367092415806 Attrib 201044_x_at 0.024890220358364926 Attrib 201045_s_at 6.968379697197695E-4 Attrib 201046_s_at 0.014619850780958232 Attrib 201047_x_at -0.03340796922673321 Attrib 201048_x_at 0.0337372138137347 Attrib 201049_s_at 0.005475989977333963 Attrib 201050_at -0.02271348280405032 Attrib 201051_at 0.0015178740055604646 Attrib 201052_s_at 0.04042884623365956 Attrib 201053_s_at 0.05032272246426711 Attrib 201054_at 0.025626808112948245 Attrib 201055_s_at 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0.0022933784914793043 Attrib 91952_at -0.019381476202209844 Attrib AFFX-BioB-3_at 9.735668674277051E-5 Attrib AFFX-BioB-5_at -0.04628039469711254 Attrib AFFX-BioB-M_at 0.0010530356770356802 Attrib AFFX-BioC-3_at 0.04739083743243684 Attrib AFFX-BioC-5_at 0.007173908726322693 Attrib AFFX-BioDn-3_at 0.0047351982367524 Attrib AFFX-BioDn-5_at -0.0382995541100202 Attrib AFFX-CreX-3_at -0.023444593438171516 Attrib AFFX-CreX-5_at -0.009627673881627975 Attrib AFFX-DapX-3_at 0.007607461550061037 Attrib AFFX-DapX-5_at 0.006837751658508737 Attrib AFFX-DapX-M_at 0.013292078643554882 Attrib AFFX-HSAC07/X00351_3_at -0.02671735635870207 Attrib AFFX-HSAC07/X00351_5_at 0.02231075947578621 Attrib AFFX-HSAC07/X00351_M_at 0.03619713970600775 Attrib AFFX-hum_alu_at -0.04630482554884292 Attrib AFFX-HUMGAPDH/M33197_3_at -0.0011501366451477791 Attrib AFFX-HUMGAPDH/M33197_5_at 0.010246422518888887 Attrib AFFX-HUMGAPDH/M33197_M_at -0.03781343574052628 Attrib AFFX-HUMISGF3A/M97935_3_at -0.00898512753273835 Attrib 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Attrib AFFX-r2-Bs-phe-3_at -0.022757894994183993 Attrib AFFX-r2-Bs-phe-5_at 0.041362517819921965 Attrib AFFX-r2-Bs-phe-M_at -0.035446707668219835 Attrib AFFX-r2-Bs-thr-3_s_at -0.047950340633505346 Attrib AFFX-r2-Bs-thr-5_s_at -0.0031145904982152676 Attrib AFFX-r2-Bs-thr-M_s_at -0.04088524446508525 Attrib AFFX-r2-Ec-bioB-3_at -0.019144282073382014 Attrib AFFX-r2-Ec-bioB-5_at 0.022923054289710244 Attrib AFFX-r2-Ec-bioB-M_at -7.498363087337623E-4 Attrib AFFX-r2-Ec-bioC-3_at 0.04437222157865311 Attrib AFFX-r2-Ec-bioC-5_at -0.01047450190457449 Attrib AFFX-r2-Ec-bioD-3_at 0.01620371155314788 Attrib AFFX-r2-Ec-bioD-5_at 0.05052755879654856 Attrib AFFX-r2-P1-cre-3_at -0.014799883028411896 Attrib AFFX-r2-P1-cre-5_at -0.019136024742763113 Attrib AFFX-ThrX-3_at 0.010188027980466237 Attrib AFFX-ThrX-5_at 0.04717242756366229 Attrib AFFX-ThrX-M_at 0.03872217360544868 Attrib AFFX-TrpnX-3_at -0.010630317199313531 Attrib AFFX-TrpnX-5_at 0.01655567259044223 Attrib AFFX-TrpnX-M_at -0.016496644501327644 Sigmoid Node 7 Inputs Weights Threshold 0.023180218290575334 Attrib 1007_s_at 0.030887722433719858 Attrib 1053_at 0.034196625640848057 Attrib 117_at 0.022501405920680183 Attrib 121_at -0.045473984003703796 Attrib 1255_g_at 0.033332724648674913 Attrib 1294_at -0.03176929395227512 Attrib 1316_at -0.001410717365734024 Attrib 1320_at -0.03472792935399223 Attrib 1405_i_at 0.024901937389665573 Attrib 1431_at 0.00286761721968555 Attrib 1438_at -0.01596611191918684 Attrib 1487_at -0.011961108614085138 Attrib 1494_f_at 0.03776994637060104 Attrib 1552256_a_at 0.011932907823318416 Attrib 1552257_a_at -0.03789695741793609 Attrib 1552258_at 0.016904319244697062 Attrib 1552261_at -0.03654582072644453 Attrib 1552263_at -0.03141928177671208 Attrib 1552264_a_at -0.0504798226607608 Attrib 1552266_at -0.003454102293370727 Attrib 1552269_at -0.04976808697977677 Attrib 1552271_at 0.006030831325651982 Attrib 1552272_a_at -0.008863312477572643 Attrib 1552274_at -0.0347433071756514 Attrib 1552275_s_at 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1552311_a_at -0.0018779815024160445 Attrib 1552312_a_at -0.04589361470300572 Attrib 1552314_a_at 0.05282108466597566 Attrib 1552315_at -0.0027639658029267457 Attrib 1552316_a_at 0.0034150056306188363 Attrib 1552318_at -0.038576240490614616 Attrib 1552319_a_at -0.007243950767645756 Attrib 1552320_a_at -0.033397821603391574 Attrib 1552321_a_at -0.02094904412299542 Attrib 1552322_at -0.04162589041862983 Attrib 1552323_s_at -0.028406750925099124 Attrib 1552325_at 0.01128586726974944 Attrib 1552326_a_at -0.019148445206435584 Attrib 1552327_at -0.022680174248505835 Attrib 1552329_at -0.03462333709767596 Attrib 1552330_at 0.04602076819506772 Attrib 1552332_at 0.006416959293598512 Attrib 1552334_at 0.05331616146127717 Attrib 1552335_at -0.03202466824309386 Attrib 1552337_s_at -0.010312636858182435 Attrib 1552338_at 0.03462219211590911 Attrib 1552340_at -8.527590071643039E-4 Attrib 1552343_s_at -0.04659999826639481 Attrib 1552344_s_at -0.04296928090168165 Attrib 1552347_at 0.03864542134860207 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200709_at -0.04230135090391435 Attrib 200710_at 0.009848168809449973 Attrib 200711_s_at 0.011654409968889655 Attrib 200712_s_at -0.048139195218896334 Attrib 200713_s_at -0.033492693668574 Attrib 200714_x_at -0.04618524533447946 Attrib 200715_x_at 6.932125713211096E-4 Attrib 200716_x_at -0.020117424428498946 Attrib 200717_x_at 0.005789854898777149 Attrib 200718_s_at 0.0440549164998484 Attrib 200719_at 0.02086042711192854 Attrib 200720_s_at -0.047691671391704424 Attrib 200721_s_at 0.011556269659709273 Attrib 200722_s_at -0.02884492010611103 Attrib 200723_s_at -0.025203758866219207 Attrib 200724_at -0.02267974790279416 Attrib 200725_x_at 0.014906515643226316 Attrib 200726_at 0.018135125001355706 Attrib 200727_s_at 0.018960615187462962 Attrib 200728_at 0.020822708664994544 Attrib 200729_s_at 0.04581314585497083 Attrib 200730_s_at 0.031388706567108196 Attrib 200731_s_at 0.0378304906377537 Attrib 200732_s_at 0.008430120899332845 Attrib 200733_s_at -0.008591684750716498 Attrib 200734_s_at 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200759_x_at 0.02306963769719909 Attrib 200760_s_at -0.037420668941672376 Attrib 200761_s_at 0.024083332427575717 Attrib 200762_at 0.018169578545941832 Attrib 200763_s_at 0.009845529015060734 Attrib 200764_s_at 0.03922710000654705 Attrib 200765_x_at -0.03226767678820272 Attrib 200766_at -0.027268968540531114 Attrib 200767_s_at 0.05190458264959816 Attrib 200768_s_at -0.047700018898956933 Attrib 200769_s_at 0.014949591130940158 Attrib 200770_s_at 0.033934946083212444 Attrib 200771_at -0.024234683174338467 Attrib 200772_x_at -0.04359196275531513 Attrib 200773_x_at -0.006928972091978413 Attrib 200774_at -0.03860361984178756 Attrib 200775_s_at 0.037777237909070185 Attrib 200776_s_at -0.011674522087015695 Attrib 200777_s_at 0.02553815609133667 Attrib 200778_s_at -0.0265917462724704 Attrib 200779_at 0.038156739587453095 Attrib 200780_x_at -0.017007137506193492 Attrib 200781_s_at 0.041720006261887634 Attrib 200782_at 0.013538806362185891 Attrib 200783_s_at 0.010003506667350764 Attrib 200784_s_at 0.034188543972448866 Attrib 200785_s_at 0.0196519333739026 Attrib 200786_at 0.03219145494753872 Attrib 200787_s_at 0.008715577993568712 Attrib 200788_s_at -0.044534303175819724 Attrib 200789_at -0.03906530177210153 Attrib 200790_at -0.03459589641440946 Attrib 200791_s_at 0.028038980077073682 Attrib 200792_at 0.022808737720410994 Attrib 200793_s_at 0.045935494258201696 Attrib 200794_x_at -0.034473036759973076 Attrib 200795_at 0.019765207946327273 Attrib 200796_s_at 0.04110465504443494 Attrib 200797_s_at -0.04038119230642578 Attrib 200798_x_at -0.009588163480455257 Attrib 200799_at 0.009930095674482206 Attrib 200800_s_at -0.035592113616528254 Attrib 200801_x_at -0.013412963531951901 Attrib 200802_at 0.017141020595902928 Attrib 200803_s_at -0.03294239414605014 Attrib 200804_at -0.016952860336757695 Attrib 200805_at 0.03849485785607482 Attrib 200806_s_at 0.03999060318216595 Attrib 200807_s_at -0.011962900547326683 Attrib 200808_s_at 0.004120651217855868 Attrib 200809_x_at 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Attrib 200961_at -0.013943104734692896 Attrib 200962_at 5.063373825268556E-4 Attrib 200963_x_at -0.014203312625968386 Attrib 200964_at -0.027753966800017592 Attrib 200965_s_at -0.029402886787069163 Attrib 200966_x_at 0.02310022309183951 Attrib 200967_at -0.02530486106344113 Attrib 200968_s_at 0.04885727702715625 Attrib 200969_at 0.04887227868088493 Attrib 200970_s_at 0.032118715068541234 Attrib 200971_s_at -1.7695940754977377E-4 Attrib 200972_at 0.03394075213370869 Attrib 200973_s_at 0.012720060220193402 Attrib 200974_at 0.03964982910289907 Attrib 200975_at 0.008912060316514057 Attrib 200976_s_at -0.0424737384698046 Attrib 200977_s_at 0.013619312726356194 Attrib 200978_at 0.02700068811450111 Attrib 200979_at -0.043093899785274586 Attrib 200980_s_at -0.03782981295101495 Attrib 200981_x_at 0.007825825684662573 Attrib 200982_s_at 0.026025938592538978 Attrib 200983_x_at -0.0019993640848893564 Attrib 200984_s_at 0.026400854861438547 Attrib 200985_s_at -0.028923588113575163 Attrib 200986_at 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Attrib 200708_at -0.04463820131558619 Attrib 200709_at 0.022019116364640837 Attrib 200710_at 0.028907980411968622 Attrib 200711_s_at -0.001615660743553976 Attrib 200712_s_at 0.031767192491198915 Attrib 200713_s_at -0.0027178627340174884 Attrib 200714_x_at 0.004533946688342618 Attrib 200715_x_at -0.010508496029918138 Attrib 200716_x_at 0.036884580025412964 Attrib 200717_x_at -0.044677228393490497 Attrib 200718_s_at 0.019657210252573616 Attrib 200719_at -0.01069670482157363 Attrib 200720_s_at 0.050236103517875955 Attrib 200721_s_at 0.02958081425018999 Attrib 200722_s_at -0.014823531503072354 Attrib 200723_s_at -0.044508925225259746 Attrib 200724_at 0.04343799238474918 Attrib 200725_x_at -0.019945416123759413 Attrib 200726_at 0.0335619280221192 Attrib 200727_s_at 0.0462470644559621 Attrib 200728_at 0.039775677563589275 Attrib 200729_s_at 0.031693261020902426 Attrib 200730_s_at 7.926042010978946E-4 Attrib 200731_s_at -0.00916951891367419 Attrib 200732_s_at 0.012914087710152851 Attrib 200733_s_at -0.03716008547476305 Attrib 200734_s_at -0.030930683196734494 Attrib 200735_x_at -0.011185642379858918 Attrib 200736_s_at -0.021432728210761563 Attrib 200737_at 0.039569931779045046 Attrib 200738_s_at -0.030698087943774755 Attrib 200739_s_at -8.966756418483174E-4 Attrib 200740_s_at 0.029993665840765956 Attrib 200741_s_at -0.030781349879170736 Attrib 200742_s_at -0.04185549827760873 Attrib 200743_s_at -0.021532175408341025 Attrib 200744_s_at 0.0251421370924191 Attrib 200745_s_at -0.013440711144401719 Attrib 200746_s_at 0.008550252898985757 Attrib 200747_s_at 0.04139723043793006 Attrib 200748_s_at -0.032897327667295 Attrib 200749_at -0.03741514762818666 Attrib 200750_s_at 0.03494858073935923 Attrib 200751_s_at 0.02708877317269585 Attrib 200752_s_at -0.006625043245159987 Attrib 200753_x_at -0.008010522550246193 Attrib 200754_x_at 0.0064447509559938275 Attrib 200755_s_at 0.004453763319349596 Attrib 200756_x_at 0.021931402278073067 Attrib 200757_s_at 0.04473021360075596 Attrib 200758_s_at -0.029197441450248284 Attrib 200759_x_at -0.04161543631364156 Attrib 200760_s_at -0.013327978577213651 Attrib 200761_s_at -0.028125447723314777 Attrib 200762_at 0.01535245254975554 Attrib 200763_s_at -0.03024120556300054 Attrib 200764_s_at -0.004292902774539749 Attrib 200765_x_at 0.033595765045749126 Attrib 200766_at -0.003436554180337117 Attrib 200767_s_at -0.04453034781973678 Attrib 200768_s_at -0.03378636732010357 Attrib 200769_s_at 0.0200927318119394 Attrib 200770_s_at -0.021066679816652785 Attrib 200771_at -0.004565314495437272 Attrib 200772_x_at -0.029502743245050738 Attrib 200773_x_at -0.03554518918412636 Attrib 200774_at 0.04778071050587342 Attrib 200775_s_at -0.04758482401362512 Attrib 200776_s_at -0.0429290693958008 Attrib 200777_s_at -0.05063825663859607 Attrib 200778_s_at 0.039021767610203324 Attrib 200779_at 0.0300915171797693 Attrib 200780_x_at 0.03155074518543017 Attrib 200781_s_at 0.04275343361504502 Attrib 200782_at -0.017769694169349745 Attrib 200783_s_at 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Attrib 200884_at 0.0020156027131835565 Attrib 200885_at -0.03858387456006653 Attrib 200886_s_at -0.04486850889184397 Attrib 200887_s_at 0.031727017191199115 Attrib 200888_s_at 0.013022824582331642 Attrib 200889_s_at -0.019410626516087142 Attrib 200890_s_at -0.04269581476918791 Attrib 200891_s_at -0.006815187852248082 Attrib 200892_s_at -0.003203370898857477 Attrib 200893_at 0.0026950910232583316 Attrib 200894_s_at -0.009950239539191021 Attrib 200895_s_at -0.03140756251333943 Attrib 200896_x_at -0.019371955143081068 Attrib 200897_s_at 0.042493475141742704 Attrib 200898_s_at 0.04547394685330129 Attrib 200899_s_at -0.008599247255560761 Attrib 200900_s_at 0.044959942581221435 Attrib 200901_s_at 0.041171404326900155 Attrib 200902_at 0.009287311800512942 Attrib 200903_s_at -0.02110772295140868 Attrib 200904_at 0.012539442925840662 Attrib 200905_x_at 0.01251050798109596 Attrib 200906_s_at 0.030934129922844007 Attrib 200907_s_at 0.034896498217357415 Attrib 200908_s_at 0.03727540716324137 Attrib 200909_s_at -0.011354044591882953 Attrib 200910_at -0.02824163279375367 Attrib 200911_s_at -0.0019403333273606228 Attrib 200912_s_at -0.012029244399344602 Attrib 200913_at -0.03549620723198129 Attrib 200914_x_at 0.025544391694395544 Attrib 200915_x_at -0.021399676290446184 Attrib 200916_at 5.20244068351857E-4 Attrib 200917_s_at 0.027650483228751327 Attrib 200918_s_at -0.00590930604487136 Attrib 200919_at -0.025864282541849894 Attrib 200920_s_at 0.028453725950839334 Attrib 200921_s_at 0.0229952476700201 Attrib 200922_at 0.03744688901201511 Attrib 200923_at -0.019844027798090687 Attrib 200924_s_at 0.025439439879285916 Attrib 200925_at -0.025133145818205225 Attrib 200926_at 0.020595796643224473 Attrib 200927_s_at 0.0365649446622303 Attrib 200928_s_at -0.024651259688509675 Attrib 200929_at -0.026955417009335028 Attrib 200930_s_at -0.04827620501487771 Attrib 200931_s_at -0.034039541284564837 Attrib 200932_s_at 0.012653985924442692 Attrib 200933_x_at -0.017684917554727213 Attrib 200934_at -0.0019292156366570096 Attrib 200935_at -0.02899628543059368 Attrib 200936_at -0.022995753091219453 Attrib 200937_s_at -0.01482837322280402 Attrib 200938_s_at 0.05100794509138142 Attrib 200939_s_at 0.0305248491438242 Attrib 200940_s_at 0.04367462289269149 Attrib 200941_at -0.009765555049008378 Attrib 200942_s_at 0.017788096728485026 Attrib 200943_at -0.01153720074348809 Attrib 200944_s_at -0.03419558065843237 Attrib 200945_s_at -0.00464518395106691 Attrib 200946_x_at 0.01806917153272845 Attrib 200947_s_at 0.029783451171390793 Attrib 200948_at -0.04695965095803564 Attrib 200949_x_at -0.04972388431343489 Attrib 200950_at -0.0010761278669700737 Attrib 200951_s_at -0.001561344928717501 Attrib 200952_s_at 0.04152896330596963 Attrib 200953_s_at 0.039058668272415685 Attrib 200954_at -0.017453804194254942 Attrib 200955_at -0.01136899977915243 Attrib 200956_s_at -0.012661644375069232 Attrib 200957_s_at -0.04556331511572661 Attrib 200958_s_at -0.02378754699501312 Attrib 200959_at 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AFFX-r2-Bs-phe-5_at 0.022683004954377813 Attrib AFFX-r2-Bs-phe-M_at -0.04650161814654561 Attrib AFFX-r2-Bs-thr-3_s_at 0.01351453836465218 Attrib AFFX-r2-Bs-thr-5_s_at 0.010886681181648844 Attrib AFFX-r2-Bs-thr-M_s_at -0.01659341500597179 Attrib AFFX-r2-Ec-bioB-3_at -0.014327109894129084 Attrib AFFX-r2-Ec-bioB-5_at 0.02282713494069406 Attrib AFFX-r2-Ec-bioB-M_at -0.04921565135370718 Attrib AFFX-r2-Ec-bioC-3_at -0.05130818657956202 Attrib AFFX-r2-Ec-bioC-5_at -0.015192698329822962 Attrib AFFX-r2-Ec-bioD-3_at -0.043726535206119174 Attrib AFFX-r2-Ec-bioD-5_at -0.01974112915168224 Attrib AFFX-r2-P1-cre-3_at 0.029986428365928228 Attrib AFFX-r2-P1-cre-5_at 0.043009310745390966 Attrib AFFX-ThrX-3_at 0.04978456739150812 Attrib AFFX-ThrX-5_at 0.04249154209767627 Attrib AFFX-ThrX-M_at -0.026595912275616456 Attrib AFFX-TrpnX-3_at -0.024650127832882753 Attrib AFFX-TrpnX-5_at 0.040621550201048365 Attrib AFFX-TrpnX-M_at 0.017259987069164165 Sigmoid Node 9 Inputs Weights Threshold 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200021_at 0.016045987558637682 Attrib 200022_at -0.0397367255977842 Attrib 200023_s_at 0.051297409910397634 Attrib 200024_at -0.0012018480732701592 Attrib 200025_s_at 0.0020099243984844405 Attrib 200026_at 0.0076437826409431605 Attrib 200027_at 0.04312791261445607 Attrib 200028_s_at 0.027343076249335713 Attrib 200029_at 0.02411165377537169 Attrib 200030_s_at 0.04617488204006346 Attrib 200031_s_at 0.026974960516430734 Attrib 200032_s_at -0.02814117743711163 Attrib 200033_at -0.026627715321293023 Attrib 200034_s_at 0.030507477496761425 Attrib 200035_at -0.015908389225077445 Attrib 200036_s_at 0.04707768630992441 Attrib 200037_s_at 0.017472621913702274 Attrib 200038_s_at -0.02033595237526392 Attrib 200039_s_at 0.03386285244457935 Attrib 200040_at -0.028635359464669517 Attrib 200041_s_at -0.005348010701748465 Attrib 200042_at 0.016801184740389663 Attrib 200043_at 8.043339259147502E-4 Attrib 200044_at 0.011272970182137687 Attrib 200045_at 0.044645912561654705 Attrib 200046_at 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Attrib 200072_s_at 0.0036901563810904005 Attrib 200073_s_at 0.01249164489156262 Attrib 200074_s_at -0.02688683208563545 Attrib 200075_s_at -0.02510225278173642 Attrib 200076_s_at 0.041634728533699296 Attrib 200077_s_at -0.004768343130120617 Attrib 200078_s_at -0.03988678716812398 Attrib 200079_s_at 0.007060219628774389 Attrib 200080_s_at -0.021233972168863708 Attrib 200081_s_at 0.023383285890157916 Attrib 200082_s_at -0.008553388137435567 Attrib 200083_at 0.024306936598826906 Attrib 200084_at -0.005127137050450927 Attrib 200085_s_at -0.008830464387708948 Attrib 200086_s_at -0.04793025410162569 Attrib 200087_s_at -0.046246694249995994 Attrib 200088_x_at 0.027905104361694445 Attrib 200089_s_at -0.03905931189320275 Attrib 200090_at -0.002637742629400484 Attrib 200091_s_at 0.00735029145602968 Attrib 200092_s_at -0.03347746061210719 Attrib 200093_s_at 0.04265971508041594 Attrib 200094_s_at 0.026865523882762952 Attrib 200095_x_at -0.020270156284679156 Attrib 200096_s_at 0.001683806257352501 Attrib 200097_s_at -0.01208390798531856 Attrib 200098_s_at -0.00250701152186332 Attrib 200099_s_at -0.00811959625353984 Attrib 200593_s_at -0.0412757708289185 Attrib 200594_x_at 0.047542899074687985 Attrib 200595_s_at 0.049389867402070665 Attrib 200596_s_at -0.01502474103082473 Attrib 200597_at 0.0059511027494728195 Attrib 200598_s_at -0.037836238752525606 Attrib 200599_s_at 0.037491250484005735 Attrib 200600_at -0.012860712861287388 Attrib 200601_at 0.039122383804689326 Attrib 200602_at -0.01994035413000648 Attrib 200603_at -0.045455601306620144 Attrib 200604_s_at -2.0427892947347826E-4 Attrib 200605_s_at 0.009314325244868376 Attrib 200606_at -0.013896963571953627 Attrib 200607_s_at 0.010732009370256753 Attrib 200608_s_at -0.049539424943277774 Attrib 200609_s_at -0.03551304362481763 Attrib 200610_s_at 0.0015603447482861427 Attrib 200611_s_at -0.022086774633048502 Attrib 200612_s_at -0.036431717385484466 Attrib 200613_at 0.003287133552665571 Attrib 200614_at -0.025161150144833864 Attrib 200615_s_at -0.0033329853364754435 Attrib 200616_s_at -0.03294063291953823 Attrib 200617_at -0.0031918740845274076 Attrib 200618_at -0.013631223216435583 Attrib 200619_at 0.040118671689312324 Attrib 200620_at -0.031003750776424133 Attrib 200621_at -0.02692991768842448 Attrib 200622_x_at 0.03527999116835887 Attrib 200623_s_at -0.042348620303880334 Attrib 200624_s_at 0.006956908054362884 Attrib 200625_s_at -8.410756711924622E-4 Attrib 200626_s_at -0.03035907794814243 Attrib 200627_at 0.008666787254893294 Attrib 200628_s_at 0.01110914336425307 Attrib 200629_at -0.03629180498018647 Attrib 200630_x_at 0.03724773328435574 Attrib 200631_s_at -0.02859682752180008 Attrib 200632_s_at -0.010350682904220943 Attrib 200633_at 0.011741911403760267 Attrib 200634_at 0.011046431608452225 Attrib 200635_s_at -0.0457298440091986 Attrib 200636_s_at 0.036335815713376275 Attrib 200637_s_at 0.0468515424017371 Attrib 200638_s_at 0.029901928756150227 Attrib 200639_s_at -0.023033420827499478 Attrib 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Attrib 200716_x_at 0.004525950978295417 Attrib 200717_x_at 0.02326898269478301 Attrib 200718_s_at 0.03259045160764304 Attrib 200719_at 0.0182286467228255 Attrib 200720_s_at 0.0469441493416455 Attrib 200721_s_at -0.025446244389015382 Attrib 200722_s_at 0.041005431120150225 Attrib 200723_s_at -0.03906658793880929 Attrib 200724_at -0.03638261738879989 Attrib 200725_x_at 0.025061075127384425 Attrib 200726_at -6.794508736513125E-4 Attrib 200727_s_at -0.04185422956303726 Attrib 200728_at 0.03494645502626415 Attrib 200729_s_at 0.028247841972523294 Attrib 200730_s_at -0.042526330613075855 Attrib 200731_s_at -0.030918386969831204 Attrib 200732_s_at -0.04363797464979518 Attrib 200733_s_at -0.01958980371605365 Attrib 200734_s_at -0.04479312888031605 Attrib 200735_x_at 0.040589192256662604 Attrib 200736_s_at 0.022753316346827347 Attrib 200737_at -0.015595711195753936 Attrib 200738_s_at 0.0071193378312022935 Attrib 200739_s_at 0.021844623685389336 Attrib 200740_s_at 0.03112843136122316 Attrib 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Attrib 200766_at -0.012449607339801164 Attrib 200767_s_at -0.029111111323674457 Attrib 200768_s_at -0.04404673171893786 Attrib 200769_s_at 0.03865054168693453 Attrib 200770_s_at -0.01744896478363018 Attrib 200771_at 0.009578706659208553 Attrib 200772_x_at -0.015368891953965205 Attrib 200773_x_at -0.027550523914102135 Attrib 200774_at -0.006266276532117043 Attrib 200775_s_at 0.022839859573742988 Attrib 200776_s_at 0.015785863030571837 Attrib 200777_s_at -0.019977952644575296 Attrib 200778_s_at -0.00946634478501648 Attrib 200779_at 0.018359449293175772 Attrib 200780_x_at 0.005426372512858554 Attrib 200781_s_at 0.03719614851492577 Attrib 200782_at 0.04415584271329095 Attrib 200783_s_at 0.0527510157126686 Attrib 200784_s_at 0.019313537662815714 Attrib 200785_s_at 0.004637796987706294 Attrib 200786_at -0.007798261361719289 Attrib 200787_s_at -0.03221148582210577 Attrib 200788_s_at -0.023347528796987177 Attrib 200789_at 0.02474768925721575 Attrib 200790_at -0.026446452223863274 Attrib 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Attrib 200842_s_at -0.021365684825035248 Attrib 200843_s_at 0.005112273525340361 Attrib 200844_s_at 0.037262015901717786 Attrib 200845_s_at 0.028340555462525254 Attrib 200846_s_at -0.0318634800558931 Attrib 200847_s_at -0.04286833290064958 Attrib 200848_at 0.04273917696312182 Attrib 200849_s_at -0.017324785198163585 Attrib 200850_s_at -0.01690341711807863 Attrib 200851_s_at 0.023652285937292093 Attrib 200852_x_at 0.02799515392652479 Attrib 200853_at -0.037123159114385 Attrib 200854_at -0.02115926566780299 Attrib 200855_at 0.014780770150037826 Attrib 200856_x_at 0.019170128328121677 Attrib 200857_s_at 0.01685399037351423 Attrib 200858_s_at -0.014382371843804946 Attrib 200859_x_at 0.006416766945603837 Attrib 200860_s_at -0.001772135208718496 Attrib 200861_at 0.017112209329924567 Attrib 200862_at -0.014057143643546884 Attrib 200863_s_at -0.02110147549382734 Attrib 200864_s_at 0.032986001078521225 Attrib 200865_at -0.03888057586239373 Attrib 200866_s_at 0.010859510133058492 Attrib 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Attrib 200874_s_at 0.02202700819165866 Attrib 200875_s_at 0.00874206933796742 Attrib 200876_s_at -0.003954957302714942 Attrib 200877_at 0.024888643732887513 Attrib 200878_at 0.03178796839199304 Attrib 200879_s_at 0.048395799857259336 Attrib 200880_at 0.029090941599820702 Attrib 200881_s_at -0.014910851246989808 Attrib 200882_s_at -0.022283804358028403 Attrib 200883_at 0.006358924528111705 Attrib 200884_at 0.005468614644625836 Attrib 200885_at 0.01759578224350696 Attrib 200886_s_at 0.036418800639309114 Attrib 200887_s_at 0.02633229313473103 Attrib 200888_s_at 0.04521430706244942 Attrib 200889_s_at -0.03002164840462971 Attrib 200890_s_at -0.025251884745299713 Attrib 200891_s_at -2.077871173707601E-4 Attrib 200892_s_at -0.006902951279732732 Attrib 200893_at -0.012934687537709821 Attrib 200894_s_at 3.0344733109656893E-4 Attrib 200895_s_at -0.0476151470461992 Attrib 200896_x_at 0.03519164036446319 Attrib 200897_s_at 0.02135856116739254 Attrib 200898_s_at -0.01933139004445495 Attrib 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200924_s_at -0.02425626004292501 Attrib 200925_at 0.03174757166103892 Attrib 200926_at 0.006075740884133564 Attrib 200927_s_at -0.019128003445628934 Attrib 200928_s_at 5.712844317594063E-4 Attrib 200929_at 0.018362055235052625 Attrib 200930_s_at 0.043574375764435166 Attrib 200931_s_at 0.004606184316459788 Attrib 200932_s_at -0.02529493777455501 Attrib 200933_x_at 0.031387187211616444 Attrib 200934_at 0.016714385568742544 Attrib 200935_at 0.026550471136223587 Attrib 200936_at 0.008637791090862521 Attrib 200937_s_at -0.0505455303201623 Attrib 200938_s_at 5.294321537639582E-4 Attrib 200939_s_at 0.022927021948229986 Attrib 200940_s_at -0.04519458265440643 Attrib 200941_at -0.009492003035968578 Attrib 200942_s_at 0.013070499055197318 Attrib 200943_at -0.01652133746088799 Attrib 200944_s_at -0.03320304424264861 Attrib 200945_s_at -0.009576595589255658 Attrib 200946_x_at 0.03945538395275474 Attrib 200947_s_at -0.008114691285456081 Attrib 200948_at 0.012956058781352668 Attrib 200949_x_at 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AFFX-r2-Ec-bioB-M_at 0.027949086186473324 Attrib AFFX-r2-Ec-bioC-3_at -0.026589641810466552 Attrib AFFX-r2-Ec-bioC-5_at 0.00839650311073613 Attrib AFFX-r2-Ec-bioD-3_at 0.0017302593251200377 Attrib AFFX-r2-Ec-bioD-5_at -0.023311770814297642 Attrib AFFX-r2-P1-cre-3_at 0.022824245866177373 Attrib AFFX-r2-P1-cre-5_at 0.024049903320244016 Attrib AFFX-ThrX-3_at -0.045884170490784984 Attrib AFFX-ThrX-5_at 0.008998568327714071 Attrib AFFX-ThrX-M_at 0.011175341309231179 Attrib AFFX-TrpnX-3_at -0.04548631973290025 Attrib AFFX-TrpnX-5_at -0.020912105377148778 Attrib AFFX-TrpnX-M_at 0.04059811115983632 Class tumoral Input Node 0 Class normal Input Node 1 Time taken to build model: 958.71 seconds Time taken to test model on training data: 1.47 seconds === Error on training data === Correctly Classified Instances 49 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0053 Root mean squared error 0.0068 Relative absolute error 1.2849 % Root relative squared error 1.4961 % Total Number of Instances 49 === 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 tumoral 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 35 0 | a = tumoral 0 14 | b = normal Time taken to perform cross-validation: 2179.91 seconds === Stratified cross-validation === Correctly Classified Instances 47 95.9184 % Incorrectly Classified Instances 2 4.0816 % Kappa statistic 0.8955 Mean absolute error 0.0548 Root mean squared error 0.1855 Relative absolute error 13.2362 % Root relative squared error 40.9754 % Total Number of Instances 49 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,143 0,946 1,000 0,972 0,900 0,986 0,994 tumoral 0,857 0,000 1,000 0,857 0,923 0,900 0,986 0,976 normal Weighted Avg. 0,959 0,102 0,961 0,959 0,958 0,900 0,986 0,989 === Confusion Matrix === a b <-- classified as 35 0 | a = tumoral 2 12 | b = normal