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 1.2780885891913418 Node 2 -1.809012574536423 Node 3 0.5868497142737806 Node 4 -7.969026213147233 Node 5 1.5823191500842149 Node 6 0.9156404245458425 Node 7 1.7705530683860415 Node 8 1.2148730478967547 Node 9 0.8754762412282129 Node 10 -0.4360096677741613 Node 11 -6.7807262510608135 Sigmoid Node 1 Inputs Weights Threshold -1.31160537344339 Node 2 1.7991977756319029 Node 3 -0.5549945157953555 Node 4 7.968934797042264 Node 5 -1.6076466525664634 Node 6 -0.9342043274899305 Node 7 -1.7451831076828432 Node 8 -1.2388132893801473 Node 9 -0.8719812672166545 Node 10 0.43726174257813943 Node 11 6.781897925956094 Sigmoid Node 2 Inputs Weights Threshold 0.050279645724559736 Attrib 11715100_at -0.038737231503077584 Attrib 11715101_s_at -0.017734398480159338 Attrib 11715102_x_at -0.038964771587617 Attrib 11715103_x_at 0.021417080196908658 Attrib 11715104_s_at 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200083_PM_at 6.481494195275495E-4 Attrib 200084_PM_at 0.0010586130853013776 Attrib 200085_PM_s_at -0.0018158628759185227 Attrib 200086_PM_s_at -0.06391769079535707 Attrib 200087_PM_s_at -0.01290197686906774 Attrib 200088_PM_x_at 0.05413780554735797 Attrib 200089_PM_s_at 0.02334127434400089 Attrib 200090_PM_at 0.05616088223643952 Attrib 200091_PM_s_at 0.03532266873867475 Attrib 200092_PM_s_at 0.024138588979789228 Attrib 200093_PM_s_at -0.029951095520995473 Attrib 200094_PM_s_at 4.321331015551274E-4 Attrib 200095_PM_x_at -0.011369035604940703 Attrib 200096_PM_s_at -0.015942699711047396 Attrib 200097_PM_s_at 0.04222400698202327 Attrib 200098_PM_s_at -0.032734787287124596 Attrib 200099_PM_s_at -0.017924490953579536 Attrib AFFX-DapX-3_at -0.002807421552135572 Attrib AFFX-DapX-5_at 0.03042565993223768 Attrib AFFX-DapX-M_at 0.04917042343228586 Attrib AFFX-HSAC07/X00351_3_at -0.056731215064233814 Attrib AFFX-HSAC07/X00351_5_at -0.06206411008359352 Attrib AFFX-HSAC07/X00351_M_at 0.0037003326934274307 Attrib AFFX-hum_alu_at -0.03902771289938381 Attrib AFFX-HUMGAPDH/M33197_3_at -0.060324532868053796 Attrib AFFX-HUMGAPDH/M33197_5_at -0.06137474800713094 Attrib AFFX-HUMGAPDH/M33197_M_at -0.04639430988859656 Attrib AFFX-HUMISGF3A/M97935_3_at 0.050382768644019305 Attrib AFFX-HUMISGF3A/M97935_5_at 0.026989352570393404 Attrib AFFX-HUMISGF3A/M97935_MA_at -0.030794188466234405 Attrib AFFX-HUMISGF3A/M97935_MB_at -0.014756457077860597 Attrib AFFX-HUMRGE/M10098_3_at 0.03111098053346971 Attrib AFFX-HUMRGE/M10098_5_at 0.021384213393304395 Attrib AFFX-HUMRGE/M10098_M_at 0.06319307283312454 Attrib AFFX-LysX-3_at 0.04571426463010173 Attrib AFFX-LysX-5_at -0.049493436586858196 Attrib AFFX-LysX-M_at -4.2944005074596213E-4 Attrib AFFX-M27830_3_at -0.01879829404982392 Attrib AFFX-M27830_5_at 0.06182529791138377 Attrib AFFX-M27830_M_at -0.009826986414517545 Attrib AFFX-Nonspecific-GC03_at -0.07880593859998716 Attrib AFFX-Nonspecific-GC04_at -0.06527963686233741 Attrib AFFX-Nonspecific-GC05_at 0.017496086488604134 Attrib AFFX-Nonspecific-GC06_at -0.05247782928945675 Attrib AFFX-Nonspecific-GC07_at 0.028531335779442116 Attrib AFFX-Nonspecific-GC08_at 0.023649272744522516 Attrib AFFX-Nonspecific-GC09_at 0.017437572568080123 Attrib AFFX-Nonspecific-GC10_at -0.06454715305129406 Attrib AFFX-Nonspecific-GC11_at -0.057575833405744015 Attrib AFFX-Nonspecific-GC12_at -0.02089231539607938 Attrib AFFX-Nonspecific-GC13_at -0.009124264784884296 Attrib AFFX-Nonspecific-GC14_at -0.020491568206912676 Attrib AFFX-Nonspecific-GC15_at -0.051843764562824655 Attrib AFFX-Nonspecific-GC16_at -0.030971275511249893 Attrib AFFX-Nonspecific-GC17_at -0.005216604588037931 Attrib AFFX-Nonspecific-GC18_at -0.028005055058759425 Attrib AFFX-Nonspecific-GC19_at -0.07297776086283315 Attrib AFFX-Nonspecific-GC20_at -0.02057044376308981 Attrib AFFX-Nonspecific-GC21_at -0.01614155885466375 Attrib AFFX-Nonspecific-GC22_at 0.02789574347005938 Attrib AFFX-Nonspecific-GC23_at 0.0013077193832691867 Attrib AFFX-Nonspecific-GC24_at -0.02468341243532486 Attrib AFFX-Nonspecific-GC25_at 0.03134212068019267 Attrib AFFX-PheX-3_at -0.04387905878169366 Attrib AFFX-PheX-5_at 0.03320904366619688 Attrib AFFX-PheX-M_at 0.020908424059984627 Attrib AFFX-r2-Bs-dap-3_at 0.029768062838921933 Attrib AFFX-r2-Bs-dap-5_at 0.024830465831893862 Attrib AFFX-r2-Bs-dap-M_at -0.04829631292684669 Attrib AFFX-r2-Bs-lys-3_at -0.001859867099818465 Attrib AFFX-r2-Bs-lys-5_at -0.0019358263749936254 Attrib AFFX-r2-Bs-lys-M_at -0.03273814566767466 Attrib AFFX-r2-Bs-phe-3_at -0.043067248112026016 Attrib AFFX-r2-Bs-phe-5_at 0.008366582943690706 Attrib AFFX-r2-Bs-phe-M_at -0.031158817453820528 Attrib AFFX-r2-Bs-thr-3_s_at -0.03812523523100917 Attrib AFFX-r2-Bs-thr-5_s_at -0.012764509318811738 Attrib AFFX-r2-Bs-thr-M_s_at -0.03773555227829483 Attrib AFFX-r2-Ec-bioB-3_at 0.021778966092413803 Attrib AFFX-r2-Ec-bioB-5_at 0.021116216752460604 Attrib AFFX-r2-Ec-bioB-M_at -1.5003769711664975E-5 Attrib AFFX-r2-Ec-bioC-3_at -0.05994702400556747 Attrib AFFX-r2-Ec-bioC-5_at 0.011763906140746393 Attrib AFFX-r2-Ec-bioD-3_at 0.007338452046653683 Attrib AFFX-r2-Ec-bioD-5_at -0.034512959660992715 Attrib AFFX-r2-P1-cre-3_at -0.015825947200602333 Attrib AFFX-r2-P1-cre-5_at 0.027446186158895228 Attrib AFFX-r2-TagA_at -0.021765450067118483 Attrib AFFX-r2-TagB_at -0.02822262792672578 Attrib AFFX-r2-TagC_at -0.06354581980180947 Attrib AFFX-r2-TagD_at 0.04761122974410735 Attrib AFFX-r2-TagE_at -0.006963496214373785 Attrib AFFX-r2-TagF_at -0.02126302057417657 Attrib AFFX-r2-TagG_at 0.025172144155889982 Attrib AFFX-r2-TagH_at -0.04941176515339457 Attrib AFFX-r2-TagIN-3_at 0.01432657468757987 Attrib AFFX-r2-TagIN-5_at -0.060660360536597596 Attrib AFFX-r2-TagIN-M_at -0.03537763516661725 Attrib AFFX-r2-TagJ-3_at -0.03140944572052232 Attrib AFFX-r2-TagJ-5_at -0.022456313231744216 Attrib AFFX-r2-TagO-3_at 0.04101198906463185 Attrib AFFX-r2-TagO-5_at -0.03695908805589616 Attrib AFFX-r2-TagQ-3_at 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200044_PM_at 0.040870673914226496 Attrib 200045_PM_at 0.03778324299584035 Attrib 200046_PM_at 0.027997929420424207 Attrib 200047_PM_s_at -0.021367925933625187 Attrib 200048_PM_s_at -0.012017425305661815 Attrib 200049_PM_at -0.018848338592935502 Attrib 200050_PM_at -0.008500713704507796 Attrib 200051_PM_at 0.050808577161512096 Attrib 200052_PM_s_at -0.03129483890566115 Attrib 200053_PM_at -0.017897326524026667 Attrib 200054_PM_at 0.0745665630572269 Attrib 200055_PM_at 0.03977750917766913 Attrib 200056_PM_s_at 0.0017787375334717788 Attrib 200057_PM_s_at 0.07259722686640724 Attrib 200058_PM_s_at -0.01668502431927967 Attrib 200059_PM_s_at 0.02390579335950179 Attrib 200060_PM_s_at -0.024768087377349573 Attrib 200061_PM_s_at 0.005840880570342212 Attrib 200062_PM_s_at 0.0321729385018966 Attrib 200063_PM_s_at 0.011571015101922696 Attrib 200064_PM_at 0.04267096050396464 Attrib 200065_PM_s_at 0.03715922319899059 Attrib 200066_PM_at -0.02548659390963092 Attrib 200067_PM_x_at 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AFFX-Nonspecific-GC11_at 0.014819644280069546 Attrib AFFX-Nonspecific-GC12_at 0.005974508471804642 Attrib AFFX-Nonspecific-GC13_at 0.0033487488487345786 Attrib AFFX-Nonspecific-GC14_at 0.02722037503847467 Attrib AFFX-Nonspecific-GC15_at 0.023241864238613106 Attrib AFFX-Nonspecific-GC16_at -0.007090129096172071 Attrib AFFX-Nonspecific-GC17_at 0.0397288174418987 Attrib AFFX-Nonspecific-GC18_at 0.03704023278664516 Attrib AFFX-Nonspecific-GC19_at 0.05125602036689478 Attrib AFFX-Nonspecific-GC20_at 0.005069498610065019 Attrib AFFX-Nonspecific-GC21_at -0.032981903416840666 Attrib AFFX-Nonspecific-GC22_at 0.0020805386651307706 Attrib AFFX-Nonspecific-GC23_at -0.0017756891553256165 Attrib AFFX-Nonspecific-GC24_at -0.01987125223694839 Attrib AFFX-Nonspecific-GC25_at -0.01352205848576266 Attrib AFFX-PheX-3_at -0.07689609294270015 Attrib AFFX-PheX-5_at -0.030832482711050685 Attrib AFFX-PheX-M_at -0.0702892785812318 Attrib AFFX-r2-Bs-dap-3_at -0.009457767439754053 Attrib AFFX-r2-Bs-dap-5_at 0.005990187428981747 Attrib AFFX-r2-Bs-dap-M_at 0.0067790042664821444 Attrib AFFX-r2-Bs-lys-3_at -0.050268899081476456 Attrib AFFX-r2-Bs-lys-5_at -0.09478070456165674 Attrib AFFX-r2-Bs-lys-M_at -0.07235110242419486 Attrib AFFX-r2-Bs-phe-3_at -0.03151947595103739 Attrib AFFX-r2-Bs-phe-5_at -0.023025762669242382 Attrib AFFX-r2-Bs-phe-M_at -0.003252204925450355 Attrib AFFX-r2-Bs-thr-3_s_at -0.05262676555175281 Attrib AFFX-r2-Bs-thr-5_s_at 0.011317913017795752 Attrib AFFX-r2-Bs-thr-M_s_at -0.03158664547985519 Attrib AFFX-r2-Ec-bioB-3_at -0.010380732301048693 Attrib AFFX-r2-Ec-bioB-5_at -0.028771017917112094 Attrib AFFX-r2-Ec-bioB-M_at -0.015357669966351087 Attrib AFFX-r2-Ec-bioC-3_at -0.06147921519812306 Attrib AFFX-r2-Ec-bioC-5_at -0.06715545306780597 Attrib AFFX-r2-Ec-bioD-3_at -0.0726129189705251 Attrib AFFX-r2-Ec-bioD-5_at -0.0023385022030172654 Attrib AFFX-r2-P1-cre-3_at -0.027604795536780715 Attrib AFFX-r2-P1-cre-5_at -0.002830171770467589 Attrib AFFX-r2-TagA_at -0.009066380663803114 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Attrib 200085_PM_s_at 0.04285355277569692 Attrib 200086_PM_s_at 0.0394539471801693 Attrib 200087_PM_s_at -0.0407713647688287 Attrib 200088_PM_x_at 0.05003255615233106 Attrib 200089_PM_s_at -0.04701028425134359 Attrib 200090_PM_at -0.0017619361583515014 Attrib 200091_PM_s_at 0.04015470626721091 Attrib 200092_PM_s_at -5.4409115161899094E-5 Attrib 200093_PM_s_at -0.005890075216020843 Attrib 200094_PM_s_at 0.04111113663658327 Attrib 200095_PM_x_at -0.031053902777511407 Attrib 200096_PM_s_at -0.005523401610591913 Attrib 200097_PM_s_at -0.003465570791544991 Attrib 200098_PM_s_at 0.008267970316627071 Attrib 200099_PM_s_at -0.04000147640795378 Attrib AFFX-DapX-3_at -0.01428502888373025 Attrib AFFX-DapX-5_at 0.023449785038631148 Attrib AFFX-DapX-M_at 0.013168704791626861 Attrib AFFX-HSAC07/X00351_3_at -0.02521679794801487 Attrib AFFX-HSAC07/X00351_5_at -0.02348006464472595 Attrib AFFX-HSAC07/X00351_M_at -0.04847588601576389 Attrib AFFX-hum_alu_at -0.02632879072409396 Attrib AFFX-HUMGAPDH/M33197_3_at -0.027196363179446174 Attrib AFFX-HUMGAPDH/M33197_5_at -0.007830526506328898 Attrib AFFX-HUMGAPDH/M33197_M_at 0.011534170685420342 Attrib AFFX-HUMISGF3A/M97935_3_at 0.023447126765636178 Attrib AFFX-HUMISGF3A/M97935_5_at 0.006088972496906024 Attrib AFFX-HUMISGF3A/M97935_MA_at -0.03166242477478631 Attrib AFFX-HUMISGF3A/M97935_MB_at -0.05266100928487866 Attrib AFFX-HUMRGE/M10098_3_at -0.01583307305537392 Attrib AFFX-HUMRGE/M10098_5_at 0.017167299459007204 Attrib AFFX-HUMRGE/M10098_M_at -0.04367514128369732 Attrib AFFX-LysX-3_at -0.03411377810333706 Attrib AFFX-LysX-5_at 0.02912102362996204 Attrib AFFX-LysX-M_at -0.036093445017947076 Attrib AFFX-M27830_3_at -0.04844291537881297 Attrib AFFX-M27830_5_at 0.0424237103842421 Attrib AFFX-M27830_M_at 0.042519186460861946 Attrib AFFX-Nonspecific-GC03_at -0.007969996299936903 Attrib AFFX-Nonspecific-GC04_at -0.03299847794045505 Attrib AFFX-Nonspecific-GC05_at 0.006142905188163009 Attrib AFFX-Nonspecific-GC06_at 0.035173866210306354 Attrib AFFX-Nonspecific-GC07_at 0.008850118834762302 Attrib AFFX-Nonspecific-GC08_at -0.00887587698601458 Attrib AFFX-Nonspecific-GC09_at -0.03866184540265637 Attrib AFFX-Nonspecific-GC10_at 0.01968128854116586 Attrib AFFX-Nonspecific-GC11_at -0.040060560820181126 Attrib AFFX-Nonspecific-GC12_at -0.032415004063965636 Attrib AFFX-Nonspecific-GC13_at -0.01476028676120499 Attrib AFFX-Nonspecific-GC14_at -0.002835727914253677 Attrib AFFX-Nonspecific-GC15_at 0.017648977489581667 Attrib AFFX-Nonspecific-GC16_at -0.04875562863516167 Attrib AFFX-Nonspecific-GC17_at -0.01431771669025501 Attrib AFFX-Nonspecific-GC18_at 0.04409141960885462 Attrib AFFX-Nonspecific-GC19_at -0.03916103771688336 Attrib AFFX-Nonspecific-GC20_at -0.050055988423219684 Attrib AFFX-Nonspecific-GC21_at 0.03661947895378893 Attrib AFFX-Nonspecific-GC22_at -0.00824112773094694 Attrib AFFX-Nonspecific-GC23_at 0.03557232213928726 Attrib AFFX-Nonspecific-GC24_at 0.0435578352805668 Attrib AFFX-Nonspecific-GC25_at -0.024993026772436866 Attrib AFFX-PheX-3_at 0.021547645146436797 Attrib AFFX-PheX-5_at -0.03471049647662327 Attrib AFFX-PheX-M_at 0.044944607703387394 Attrib AFFX-r2-Bs-dap-3_at 0.02036719331736558 Attrib AFFX-r2-Bs-dap-5_at 0.023566485241331904 Attrib AFFX-r2-Bs-dap-M_at 0.006141198663254556 Attrib AFFX-r2-Bs-lys-3_at 0.030869974408974637 Attrib AFFX-r2-Bs-lys-5_at 0.02259447776321691 Attrib AFFX-r2-Bs-lys-M_at -4.471515973908093E-4 Attrib AFFX-r2-Bs-phe-3_at -0.018913773025521434 Attrib AFFX-r2-Bs-phe-5_at 0.024718763839151517 Attrib AFFX-r2-Bs-phe-M_at -0.030709739100122792 Attrib AFFX-r2-Bs-thr-3_s_at 0.025663023972832825 Attrib AFFX-r2-Bs-thr-5_s_at -0.020948689822933818 Attrib AFFX-r2-Bs-thr-M_s_at -0.049841862885744895 Attrib AFFX-r2-Ec-bioB-3_at 0.004994868529052123 Attrib AFFX-r2-Ec-bioB-5_at 0.046300413430207396 Attrib AFFX-r2-Ec-bioB-M_at -0.019499137613449947 Attrib AFFX-r2-Ec-bioC-3_at -0.010279742044394422 Attrib AFFX-r2-Ec-bioC-5_at 0.04399997520468828 Attrib AFFX-r2-Ec-bioD-3_at -0.026308092753559425 Attrib AFFX-r2-Ec-bioD-5_at -0.013177197486047336 Attrib AFFX-r2-P1-cre-3_at -0.028503251999743528 Attrib AFFX-r2-P1-cre-5_at -0.013830440022925303 Attrib AFFX-r2-TagA_at -0.0066490081878465305 Attrib AFFX-r2-TagB_at -0.0037027273974583916 Attrib AFFX-r2-TagC_at 0.04275494780474451 Attrib AFFX-r2-TagD_at -0.026029373224573844 Attrib AFFX-r2-TagE_at -0.004529896391249357 Attrib AFFX-r2-TagF_at 0.026578692009743245 Attrib AFFX-r2-TagG_at 0.017922402862663382 Attrib AFFX-r2-TagH_at -0.01982129638836625 Attrib AFFX-r2-TagIN-3_at -0.03244861563717494 Attrib AFFX-r2-TagIN-5_at 0.016150505257669204 Attrib AFFX-r2-TagIN-M_at -0.02831724093541157 Attrib AFFX-r2-TagJ-3_at 0.03108358611082809 Attrib AFFX-r2-TagJ-5_at 0.03215793561935004 Attrib AFFX-r2-TagO-3_at 0.0269338063457536 Attrib AFFX-r2-TagO-5_at 9.96894194392477E-5 Attrib AFFX-r2-TagQ-3_at 0.04175969608460057 Attrib AFFX-r2-TagQ-5_at 0.008488563969100632 Attrib 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AFFX-M27830_M_at -0.004611049322145961 Attrib AFFX-Nonspecific-GC03_at 0.03552076252842227 Attrib AFFX-Nonspecific-GC04_at -0.018730854263647928 Attrib AFFX-Nonspecific-GC05_at 0.04712556884684423 Attrib AFFX-Nonspecific-GC06_at -0.025613158108252643 Attrib AFFX-Nonspecific-GC07_at -0.04854680703546182 Attrib AFFX-Nonspecific-GC08_at -0.042278838655104636 Attrib AFFX-Nonspecific-GC09_at -0.017919692916094757 Attrib AFFX-Nonspecific-GC10_at 0.045075369274895256 Attrib AFFX-Nonspecific-GC11_at -0.03824772322063669 Attrib AFFX-Nonspecific-GC12_at 0.024859478711075553 Attrib AFFX-Nonspecific-GC13_at -0.0015254511518949868 Attrib AFFX-Nonspecific-GC14_at 0.010568143813097142 Attrib AFFX-Nonspecific-GC15_at 0.007511936454364538 Attrib AFFX-Nonspecific-GC16_at 0.008737053871778217 Attrib AFFX-Nonspecific-GC17_at 0.012633504754835597 Attrib AFFX-Nonspecific-GC18_at -0.0523317565589439 Attrib AFFX-Nonspecific-GC19_at -0.00812383342671212 Attrib AFFX-Nonspecific-GC20_at -0.01274239294189693 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Attrib AFFX-Nonspecific-GC12_at 0.07979760803471447 Attrib AFFX-Nonspecific-GC13_at 0.0013492606196160827 Attrib AFFX-Nonspecific-GC14_at 0.015697222675856905 Attrib AFFX-Nonspecific-GC15_at 0.01963122192858499 Attrib AFFX-Nonspecific-GC16_at 0.0827047059152382 Attrib AFFX-Nonspecific-GC17_at 0.02459435114501943 Attrib AFFX-Nonspecific-GC18_at -0.016992611439967862 Attrib AFFX-Nonspecific-GC19_at 0.02569749315831213 Attrib AFFX-Nonspecific-GC20_at 0.0025871831131725658 Attrib AFFX-Nonspecific-GC21_at -0.004079181932969594 Attrib AFFX-Nonspecific-GC22_at 0.06737823735890637 Attrib AFFX-Nonspecific-GC23_at -5.500039393400255E-4 Attrib AFFX-Nonspecific-GC24_at -5.527813072057718E-4 Attrib AFFX-Nonspecific-GC25_at 0.01222840281706593 Attrib AFFX-PheX-3_at -0.013494329438826579 Attrib AFFX-PheX-5_at -0.034007220666830484 Attrib AFFX-PheX-M_at -0.03756619974209246 Attrib AFFX-r2-Bs-dap-3_at -0.10111367209934194 Attrib AFFX-r2-Bs-dap-5_at -0.024414936733588903 Attrib AFFX-r2-Bs-dap-M_at -0.020799836746304937 Attrib AFFX-r2-Bs-lys-3_at -0.002057192660838003 Attrib AFFX-r2-Bs-lys-5_at -0.07041597905770976 Attrib AFFX-r2-Bs-lys-M_at -0.04009954814067624 Attrib AFFX-r2-Bs-phe-3_at -0.04699681163420829 Attrib AFFX-r2-Bs-phe-5_at 0.024024576632258394 Attrib AFFX-r2-Bs-phe-M_at -0.08225041009836703 Attrib AFFX-r2-Bs-thr-3_s_at -0.04686682961507233 Attrib AFFX-r2-Bs-thr-5_s_at -0.05063798556857024 Attrib AFFX-r2-Bs-thr-M_s_at -0.07383802859375956 Attrib AFFX-r2-Ec-bioB-3_at -0.04907875093678473 Attrib AFFX-r2-Ec-bioB-5_at -0.10869636794575174 Attrib AFFX-r2-Ec-bioB-M_at -0.09342605337005784 Attrib AFFX-r2-Ec-bioC-3_at -0.07876517742927068 Attrib AFFX-r2-Ec-bioC-5_at -0.06958588102823236 Attrib AFFX-r2-Ec-bioD-3_at -0.04943538746157995 Attrib AFFX-r2-Ec-bioD-5_at -0.05987348925704846 Attrib AFFX-r2-P1-cre-3_at -0.052602249102559916 Attrib AFFX-r2-P1-cre-5_at -0.04082917278022984 Attrib AFFX-r2-TagA_at 0.005031560877863846 Attrib AFFX-r2-TagB_at -0.00409161227856276 Attrib AFFX-r2-TagC_at 0.05787508609757645 Attrib AFFX-r2-TagD_at 0.010389025390534991 Attrib AFFX-r2-TagE_at -0.01272904467434756 Attrib AFFX-r2-TagF_at 0.06908078729599756 Attrib AFFX-r2-TagG_at 0.02310436825777813 Attrib AFFX-r2-TagH_at -0.0458433108298617 Attrib AFFX-r2-TagIN-3_at -0.008067236903641316 Attrib AFFX-r2-TagIN-5_at -0.08496265997319442 Attrib AFFX-r2-TagIN-M_at 0.11343474841587539 Attrib AFFX-r2-TagJ-3_at -0.018466781421444794 Attrib AFFX-r2-TagJ-5_at 0.04318933321475617 Attrib AFFX-r2-TagO-3_at 0.009375289633176518 Attrib AFFX-r2-TagO-5_at 0.03178890508376643 Attrib AFFX-r2-TagQ-3_at 0.039403360157474386 Attrib AFFX-r2-TagQ-5_at 0.0456682824281533 Attrib AFFX-ThrX-3_at -0.052239908261199806 Attrib AFFX-ThrX-5_at 0.06075456840669716 Attrib AFFX-ThrX-M_at -0.06719233367176385 Attrib AFFX-TrpnX-3_at 0.034497392222294025 Attrib AFFX-TrpnX-5_at 0.06486722745873405 Attrib AFFX-TrpnX-M_at 0.09889100345082229 Class normal Input Node 0 Class adenocarcinoma Input Node 1 Time taken to build model: 3428.56 seconds Time taken to test model on training data: 5.32 seconds === Error on training data === Correctly Classified Instances 190 97.9381 % Incorrectly Classified Instances 4 2.0619 % Kappa statistic 0.9588 Mean absolute error 0.0432 Root mean squared error 0.1408 Relative absolute error 8.6407 % Root relative squared error 28.1505 % Total Number of Instances 194 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,041 0,960 1,000 0,980 0,960 0,972 0,941 normal 0,959 0,000 1,000 0,959 0,979 0,960 0,972 0,985 adenocarcinoma Weighted Avg. 0,979 0,021 0,980 0,979 0,979 0,960 0,972 0,963 === Confusion Matrix === a b <-- classified as 97 0 | a = normal 4 93 | b = adenocarcinoma Time taken to perform cross-validation: 8293.9 seconds === Stratified cross-validation === Correctly Classified Instances 192 98.9691 % Incorrectly Classified Instances 2 1.0309 % Kappa statistic 0.9794 Mean absolute error 0.0151 Root mean squared error 0.0951 Relative absolute error 3.0185 % Root relative squared error 19.0102 % Total Number of Instances 194 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,021 0,980 1,000 0,990 0,980 0,999 0,999 normal 0,979 0,000 1,000 0,979 0,990 0,980 0,999 0,999 adenocarcinoma Weighted Avg. 0,990 0,010 0,990 0,990 0,990 0,980 0,999 0,999 === Confusion Matrix === a b <-- classified as 97 0 | a = normal 2 95 | b = adenocarcinoma