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 -0.14660509933637644 Node 4 0.7646369366765055 Node 5 0.09209841139052334 Node 6 -1.5380429856898283 Node 7 1.9313709737154106 Node 8 0.6127362749049208 Node 9 1.1511228658413373 Node 10 1.712348871550729 Node 11 -0.028762925467142323 Node 12 -0.40430207765700704 Node 13 -7.17455029489215 Sigmoid Node 1 Inputs Weights Threshold -1.3187447260489475 Node 4 0.7428838140349899 Node 5 -1.0896773207066919 Node 6 5.321655045443659 Node 7 -3.3628289817848813 Node 8 -0.6373424210595484 Node 9 6.067277205513582 Node 10 -3.0841256932474206 Node 11 -1.3033228290243855 Node 12 -4.558916105382736 Node 13 2.382431236581268 Sigmoid Node 2 Inputs Weights Threshold -1.1260439625283827 Node 4 -1.157575900666662 Node 5 -0.4386919656915537 Node 6 -4.547961882383323 Node 7 2.8600108353709084 Node 8 0.2450346734117567 Node 9 -5.860484807580198 Node 10 2.111794531481162 Node 11 -1.0344843286944865 Node 12 -3.699108037375329 Node 13 4.748262446972281 Sigmoid Node 3 Inputs Weights Threshold -1.9423343811140739 Node 4 -0.7478734593818497 Node 5 -1.604492304990526 Node 6 -4.717484185892379 Node 7 -2.854773058681611 Node 8 -0.4923121052253776 Node 9 2.113156202614961 Node 10 -2.5205051842702177 Node 11 -1.8556680223477793 Node 12 6.141738746543739 Node 13 2.6179056081753167 Sigmoid Node 4 Inputs Weights Threshold -0.03395082478466143 Attrib NM_004900 0.04316324679421228 Attrib AA085955 0.009786450383430564 Attrib NM_014616 -0.02285066152100521 Attrib AK092846 0.024624067035843304 Attrib NM_001539 -0.03332217797283065 Attrib THC2741789 0.010441815866297114 Attrib NM_006709 -0.010725170417675792 Attrib NM_000978 0.003029921144493113 Attrib T12590 -0.05941456058700691 Attrib A_24_P704878 0.008842312070454533 Attrib NM_001017 -0.008764538464471242 Attrib AK021474 0.027976393277598 Attrib NM_198527 -0.0360849354648856 Attrib NM_000311 -0.042919948613533085 Attrib AK091028 -0.007860172039859824 Attrib AK057596 -0.009376982308686705 Attrib A_24_P799245 -0.03170511243890824 Attrib AY358648 0.044178338247838685 Attrib AK026647 -0.035525969416743096 Attrib NM_032445 -0.013402243961108215 Attrib NM_004886 -0.031301016999191765 Attrib NM_014478 0.00703220074059634 Attrib BC060889 -0.006750065503773383 Attrib NM_016506 -0.027969920332777218 Attrib AY358224 -0.014755552243487421 Attrib NM_002332 0.01959230101679163 Attrib NM_000368 -0.025717437951192145 Attrib AT_D_3 0.0023959293716170923 Attrib THC2487640 0.03466349060239979 Attrib NM_000677 0.06383410370328492 Attrib NM_005895 0.009536599778382122 Attrib THC2596047 -0.024410799457467977 Attrib NM_004932 0.018840469608594704 Attrib NM_031462 0.05100373914155961 Attrib AI287491 0.025067103729959773 Attrib NM_173156 -0.010342703332147369 Attrib AK097214 0.04002157388131616 Attrib NM_080655 -0.0015473602722129649 Attrib NM_018015 0.007017152949480361 Attrib THC2648397 0.01700417125863429 Attrib NM_014909 0.028718307518111174 Attrib NM_003131 0.031478224140830145 Attrib AK094799 0.04823671118574733 Attrib THC2633633 -0.010343406371962731 Attrib NM_020235 -0.03567833551000531 Attrib NM_003045 0.031042028860631656 Attrib A_24_P52168 0.04294494813563276 Attrib A_24_P530900 0.029160548478172545 Attrib ENST00000296149 -0.019394565484466584 Attrib NM_145690 0.022712863333580875 Attrib NM_006439 0.02583746004354341 Attrib ENST00000299903 0.04447811165988256 Attrib NM_004431 -0.0027413027444633436 Attrib NM_177402 -0.005384377217912193 Attrib NM_014573 0.06341995485520871 Attrib NM_021945 -0.007244560430956117 Attrib THC2656968 0.03746951526613506 Attrib NM_003011 0.04716674231142717 Attrib AA512897 0.01618712534361915 Attrib NM_001003845 0.039074874679449395 Attrib NM_000619 0.018255841994922098 Attrib CN479126 0.030689210778523674 Attrib A_32_P156549 -0.03061775582837412 Attrib NM_004968 -0.025886167587172274 Attrib NM_152703 0.02584875833280847 Attrib AT_ssH_TR_5 0.030239425090126677 Attrib NM_001002917 -0.050414362776365865 Attrib NM_032515 -0.04906588164780092 Attrib BG167701 -0.016514034807959557 Attrib NM_001029863 0.00610783706825418 Attrib NM_001014445 -0.017760872779850397 Attrib NM_001033 0.01027698690889919 Attrib AT_ssH_PC_3 -0.0165890143453151 Attrib NM_005339 0.032210886840675336 Attrib AF264621 0.003141156389337628 Attrib NM_024709 0.06576394077325878 Attrib NM_002156 -0.03347326334278545 Attrib A_24_P50489 0.041164775378219415 Attrib NM_001039362 -0.016814193293176932 Attrib AK022865 0.015352963478878566 Attrib NM_006177 0.03388482908693914 Attrib NM_007371 -0.01488105032262716 Attrib NM_173827 -0.04683166749099051 Attrib NM_001018036 -0.0230552003577081 Attrib E1A_r60_3 0.017791558328482174 Attrib NM_013936 -0.013330832913032813 Attrib NM_014045 0.041028961308439006 Attrib NM_000951 -0.024601499192762465 Attrib NM_183002 0.019052612163312402 Attrib NM_004004 0.05479498939766486 Attrib AF035020 0.01830122220590261 Attrib THC2684625 0.022225623503018196 Attrib NM_178553 -7.131689803667872E-4 Attrib NM_139280 -0.02224442716213949 Attrib NM_024293 0.006096300065487436 Attrib A_32_P10665 -0.005077296851553755 Attrib NM_022830 -0.006058698895730816 Attrib ENST00000343518 -0.01356990468144489 Attrib AK130741 0.052985067002750894 Attrib NM_002639 0.0308457475670837 Attrib NM_000049 0.05892052961716552 Attrib NM_005603 0.06443311301457051 Attrib ETG02_36680 0.0216181638238833 Attrib NM_000773 0.05934659936610813 Attrib A_24_P912617 -0.003149830414059152 Attrib NM_194259 0.01182954195891756 Attrib NM_014597 -0.015753272415748077 Attrib NM_145028 0.020532740821335202 Attrib E1A_r60_a97 -0.015918665123401256 Attrib AK024670 0.022649567875161168 Attrib ENST00000371534 -0.031539089409113666 Attrib NM_000979 0.020559424754021963 Attrib NM_001806 0.019078729655710416 Attrib NM_003680 0.005272975960274021 Attrib NM_152531 0.053885962327727376 Attrib THC2729213 -0.027247319535621886 Attrib NM_002124 0.02850860925929177 Attrib NM_145278 0.034177618505649585 Attrib AK094167 0.06956699684176355 Attrib AL136901 0.03876682380474509 Attrib NM_001879 0.0022821367657161946 Attrib NM_000024 0.030670669023976558 Attrib NM_019034 -0.03756082932563297 Attrib NM_152409 -0.05269969084577584 Attrib NM_004779 -0.047004854871922845 Attrib A_24_P910381 0.029392157823834017 Attrib NM_052860 -0.037871178651820006 Attrib NM_006252 -0.027038551165965496 Attrib NM_014582 0.046269542652742565 Attrib ENST00000330330 -0.010317443709272872 Attrib NM_004849 -7.165645319566343E-4 Attrib NM_003914 -0.03546249087578858 Attrib THC2702308 -0.024049997059635314 Attrib AK090766 -0.005335015966980626 Attrib NM_014445 0.03052499755557112 Attrib NM_000898 -0.011597247235057258 Attrib NM_022900 -0.021635024772706277 Attrib NM_000639 -0.007262189218946767 Attrib NM_015045 -0.06091040076685608 Attrib NM_015368 0.0012767217316872529 Attrib NM_152341 -0.00648081224009663 Attrib NM_000196 0.025406796245339487 Attrib NM_004543 0.027832848950887487 Attrib AB037781 -9.446396544887289E-4 Attrib AK026266 -0.012625600701434612 Attrib ENST00000273353 -0.0257645572877341 Attrib NM_004898 0.03413179600186825 Attrib ENST00000338327 0.039114680809853336 Attrib NM_031213 -0.016304630539840246 Attrib ENST00000371483 0.04084034998334502 Attrib NM_020156 -0.08767471854596727 Attrib NM_018700 0.05726216931378277 Attrib NM_002089 -0.037242506581299066 Attrib AA704487 -0.015734311960124855 Attrib NM_022753 0.030313145279734544 Attrib ENST00000375587 -0.01623056781274165 Attrib AF090907 -0.01635423599522751 Attrib AK092094 0.025666335057286566 Attrib A_32_P136427 -0.019081306389663703 Attrib NM_020773 -0.004461674646420776 Attrib RC5 -0.01041651326924809 Attrib A_32_P230059 0.008968206232640621 Attrib NM_001763 0.027757721811794145 Attrib X75917 0.0537042064103619 Attrib NM_018320 0.0011240876498726329 Attrib NM_030939 -0.012933292934846153 Attrib AK094972 -0.009735048148799995 Attrib NM_015475 0.006934963080295119 Attrib NM_001001716 0.012900431160839108 Attrib THC2677037 0.018908395656471916 Attrib NM_018212 -0.0238948899334598 Attrib ETG10_13482 -0.007851070671288112 Attrib NM_207381 0.036362797729020735 Attrib DQ786249 -0.03257595516075089 Attrib NM_170736 -0.015433555887109636 Attrib NM_181707 -0.011217981886722747 Attrib NM_001715 -0.03057496859897349 Attrib H43551 0.008173881360628028 Attrib NM_024967 -0.02025386916516061 Attrib NM_007121 0.0027238115472884602 Attrib ETG04_27747 -0.009046834731616164 Attrib NM_198794 0.0434055877732226 Attrib NM_145691 0.05235388247029464 Attrib NM_020416 -0.027598056252269552 Attrib NM_024677 -0.012140673273383253 Attrib NM_003072 0.006121394792159047 Attrib NM_015423 -0.08326233929194415 Attrib BC108268 -0.052388705596101065 Attrib CR594208 -0.019791328588749064 Attrib NM_006884 0.013264851855548387 Attrib NM_005334 -0.016335239689504948 Attrib NM_152744 0.013687854178925993 Attrib NM_000417 0.045316093113770745 Attrib NM_001001560 0.013693947048568272 Attrib AW451975 0.028550761753202016 Attrib THC2541983 -0.054407981768024645 Attrib NM_006609 0.010879420290431187 Attrib NM_006520 -0.012043833980808176 Attrib THC2642694 0.017380403783710308 Attrib NM_007007 0.03394010369589074 Attrib BC051742 -0.02171569465751214 Attrib NM_002692 0.04118774221140861 Attrib NM_000020 -0.04708739142122325 Attrib XR_019168 -0.015801984588363283 Attrib NM_022143 -0.019172225503612996 Attrib NM_053056 0.0041736120812448044 Attrib NM_001033503 -0.032414221762582525 Attrib NM_022149 -0.005432694012182419 Attrib NM_018074 -0.013703163484117764 Attrib NM_018285 -0.016337920013020944 Attrib BC040290 0.023069932361187435 Attrib BC065737 -0.0484889659877873 Attrib AK130716 -0.024525817775680837 Attrib NM_007354 -0.05336476713094666 Attrib NM_001025595 -0.022198765829866726 Attrib NM_000059 0.014638638508123768 Attrib NM_025140 0.04966681274118416 Attrib BM684461 -0.036994560358696964 Attrib R60067 -0.05883337082130079 Attrib NM_201434 0.022923791398353585 Attrib ENST00000378240 0.007628833045647301 Attrib NM_020831 -0.02283461571480321 Attrib THC2683923 -0.035192634363900695 Attrib A_32_P202587 -0.04415200296699965 Attrib AK023669 0.014598185902087302 Attrib A_32_P93584 0.04043081828083738 Attrib THC2659414 0.047762132272550835 Attrib BE218351 -0.01242034825441726 Attrib THC2615068 0.018729189873241 Attrib NM_015446 -0.003847211699330527 Attrib NM_033448 -0.04234565482838105 Attrib AK091348 -0.0053936596341291445 Attrib AK054756 -0.0014753289485445501 Attrib NM_080672 0.022743093965744986 Attrib NR_001530 -0.025624539933723354 Attrib NM_001077493 0.036778150485200216 Attrib RC1 -0.03874228559519721 Attrib NM_001024455 0.0488958094405001 Attrib BC128150 -0.03270046440535819 Attrib NM_004300 0.022280240106602484 Attrib NM_002577 0.03854090866016174 Attrib NM_003748 0.03615167851159986 Attrib ENST00000367242 0.019130930423668785 Attrib NM_003787 0.05500560374232906 Attrib NM_033406 0.016968853375899418 Attrib A_24_P144625 -0.05725193434259505 Attrib M55405 -0.017355772355799753 Attrib NM_014205 -0.01188736315555558 Attrib NM_206880 -0.023379250695601376 Attrib NM_031895 0.00929922020135466 Attrib NM_022094 0.007510660302476743 Attrib AI028577 0.00284485072373495 Attrib ENST00000299997 0.03906429166328293 Attrib AF086442 0.023043749008559846 Attrib AF086790 -0.004380090427044386 Attrib NR_002815 -0.007024746219927719 Attrib NM_002228 -0.05006327685649304 Attrib THC2520792 -0.026298351050069516 Attrib A_23_P113692 -0.016014281143744185 Attrib NM_005904 -0.007985895765657246 Attrib NM_002957 -0.058461362784034875 Attrib NM_199342 0.009754612965088554 Attrib CR610211 -0.05566791543312621 Attrib BC007960 -0.02421278863932014 Attrib NM_001017923 -0.047526929269353806 Attrib NM_000618 0.06206052536546986 Attrib NM_001077268 -0.007803802443626368 Attrib NM_006600 -0.044105235388629295 Attrib NM_001018077 -0.02494754238631235 Attrib NM_145169 0.04344143451196761 Attrib NM_018055 0.04186174289587904 Attrib NM_002125 0.050177806434731326 Attrib NM_005005 0.06072679878075269 Attrib NM_013446 0.04389215640191251 Attrib A_24_P289834 0.01116621713972821 Attrib NM_001008397 0.04010339400433073 Attrib AK000832 0.023230354741959287 Attrib NM_000419 0.016919479203572615 Attrib NM_000364 -0.020289026536530294 Attrib NM_004080 0.04538418022994003 Attrib NM_001753 -0.018151344574688172 Attrib NM_033540 0.019501313909840348 Attrib THC2660732 0.02567542560436592 Attrib NM_207303 0.05125690538473314 Attrib NM_004071 -0.0021861438355925537 Attrib NM_001733 0.05412677389937942 Attrib THC2631984 0.03046372101058277 Attrib NM_033254 0.02568809944831009 Attrib NM_004530 0.05749160909167289 Attrib A_24_P876152 -0.008009784528253693 Attrib NM_015342 0.02301120327791857 Attrib NM_006696 -0.03153468601087971 Attrib NM_002169 -0.04236274509086829 Attrib NM_014718 -0.020334237472802323 Attrib NM_002343 0.0351295880740503 Attrib THC2657613 0.014114838469994848 Attrib ENST00000374274 0.032811903243744264 Attrib NM_006785 0.0047097099286414045 Attrib AF146694 0.021863342848785484 Attrib BC018548 -0.045669812290250814 Attrib AT_W_5 0.011540726447165592 Attrib BC007072 0.002383489309195362 Attrib NM_198229 -0.02084869884212635 Attrib ENST00000361429 -0.03703317537587951 Attrib A_24_P914208 -0.009897495775390631 Attrib BC050552 0.01270144976730797 Attrib NM_014729 0.04434352793038214 Attrib NM_001010915 0.06628366955021119 Attrib NM_000960 -0.02313743531232035 Attrib A_24_P522399 0.010282226850923924 Attrib NM_205848 0.04203681108823885 Attrib NM_001864 0.02162814328433212 Attrib NM_207474 -0.013789202011376608 Attrib NM_022129 0.029101990839192217 Attrib NM_058187 -0.016888280935932774 Attrib NM_015534 -0.036290509085623535 Attrib NM_138473 0.03918643640152423 Attrib NM_173544 -0.020353347861430858 Attrib NM_032338 -0.002254790268826286 Attrib THC2637492 0.026535123307829207 Attrib AF116684 0.007276485539378504 Attrib NM_177528 -0.022342402802943542 Attrib NM_018971 0.012292914061340055 Attrib NM_013448 -0.06061829161769229 Attrib AI709405 0.01134554291506229 Attrib NM_000486 -0.0054430765423547234 Attrib NM_033411 -0.025342180179063718 Attrib ENST00000341249 -0.009516609398505751 Attrib NM_022558 0.03387270199520299 Attrib AF317680 -0.04219996969592479 Attrib A_32_P132169 -0.01786134049717489 Attrib ENST00000237763 -0.0025285055972697227 Attrib AK097528 -0.01469346369407204 Attrib NM_153371 -0.06338442896028977 Attrib BC053841 -0.054679820625262866 Attrib NM_002651 0.011696092150264447 Attrib NM_002229 -0.026281463349891857 Attrib NM_181077 -0.0031723333516654444 Attrib BX641037 -0.04062030006576026 Attrib A_32_P58029 -0.010061149705948298 Attrib NM_199180 -0.032802387840993194 Attrib NM_033244 -0.013546625331209953 Attrib THC2548775 -0.05938522680391945 Attrib AK021985 -0.015292389248935665 Attrib NM_080869 -0.03580820012032391 Attrib A_32_P86616 -0.036786180378803955 Attrib NM_178822 -0.00881533557557556 Attrib AK094947 0.01347423125165988 Attrib NM_014657 0.038201965826544365 Attrib NM_198568 4.5456042479232763E-4 Attrib AF314543 -0.028510827679422354 Attrib NM_014372 -0.006926746350708377 Attrib NM_016121 0.007066718380378136 Attrib NR_002727 -0.008801535970184274 Attrib NM_139167 0.04982276622969795 Attrib NM_000062 0.01943143573839562 Attrib NM_032572 -0.05044956364074576 Attrib NM_016732 -0.023127645979129464 Attrib THC2676635 -0.035118480160999596 Attrib NM_005560 0.03214481523744121 Attrib NM_001031848 -0.006973737668698919 Attrib A_24_P752362 -0.03270937732235725 Attrib NM_032497 0.011909651237864156 Attrib ENST00000329610 -0.03701472064915384 Attrib A_24_P913096 0.03873875640954931 Attrib NM_005314 0.00724345528399822 Attrib THC2518866 -0.04164686711885864 Attrib THC2481415 0.052232698368271845 Attrib NM_173464 0.0014793657659442916 Attrib AL109704 -0.025338444778182995 Attrib NM_005080 0.023220922645438704 Attrib ENST00000356572 -0.031382307409464995 Attrib ENST00000302001 0.02884825132295189 Attrib AF335478 -0.005557235137631665 Attrib NM_020974 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0.05982956301242765 Attrib ENST00000382838 0.049504382148733865 Attrib NM_001093 0.0015868313710144485 Attrib AK097032 0.015662910866096336 Attrib BC104430 0.02203930115649877 Attrib NM_012342 0.033037639219906885 Attrib NM_015339 0.022185665781817635 Attrib BC021741 -0.09229239509873033 Attrib NM_004489 -0.0910927208438372 Attrib NM_057089 0.08534597846957134 Attrib AK022724 -0.01060851366723319 Attrib NM_002894 0.11223800659090782 Attrib NM_024927 0.05201726171378027 Attrib AX772926 -0.00832239205100707 Attrib AK023936 -0.0037774028773021897 Attrib NM_030930 0.017580949218666393 Attrib NM_173683 0.03376948628091633 Attrib NM_003027 0.04703944676983513 Attrib AK128700 -0.03817990055264237 Attrib AK022066 0.018116826398054803 Attrib AK057267 -0.026732500877200728 Attrib THC2737801 0.07293616426049787 Attrib THC2783834 0.0030548726200109212 Attrib NM_005649 -0.028426222796713155 Attrib NM_003143 0.07293412311314378 Attrib AK094992 -0.044784926539056476 Attrib NM_052838 -0.08462060304219206 Attrib CR603803 -0.0732473649303803 Attrib AK096500 0.0451840522309408 Attrib NM_030624 -0.07533997165860565 Attrib THC2659392 -7.563043211579134E-4 Attrib AB046856 -0.09060150922422203 Attrib A_32_P38453 0.03706046653125358 Attrib BC034962 0.012589747251847753 Attrib CR617033 -0.007499601910714115 Attrib A_24_P911519 -0.04140086062728095 Attrib AK124882 -0.03937755163346426 Attrib NM_000056 0.03292574658985495 Attrib NM_014644 -0.007167759447369588 Attrib BC092511 0.05097838501155947 Attrib NM_014166 0.033846505140093 Attrib THC2762149 0.04720391981898174 Attrib NM_005511 0.07245963911126488 Attrib NM_030954 0.015171077112685848 Attrib THC2673830 -0.05492111795120145 Attrib NM_001039771 -0.03127896519440708 Attrib NM_001004057 -0.04861086996287605 Attrib THC2727334 0.008088341991117583 Attrib AK096488 -0.02184726411068519 Attrib NM_024021 -0.15620877984708048 Attrib ENST00000371276 -0.04033286071886714 Attrib A_32_P147830 -0.061178325045444154 Attrib NM_152991 0.013279233834897047 Attrib A_32_P200357 -0.00392091683216132 Attrib NM_016525 0.013770031183476774 Attrib NM_018106 0.08236651029427945 Attrib AK023072 0.044593985368023 Attrib AK094342 -0.019171113590492655 Attrib THC2651178 -0.018697290440876566 Attrib AJ008005 -0.0805621190508007 Attrib NM_032843 0.06225595893446682 Attrib AK093607 -8.029380482037589E-4 Attrib AF354444 0.0771334097659874 Attrib NM_007256 -0.031617022257545396 Attrib NM_152442 0.007016507955509451 Attrib NM_000111 -0.024595801056984282 Attrib NM_145725 0.014517082894613098 Attrib A_24_P67063 0.09168050720374309 Attrib XR_018613 0.05694658705675521 Attrib BC030211 0.06942418523242917 Attrib NM_033185 0.022936766352237035 Attrib NM_015320 -0.037951543664324586 Attrib NM_006844 0.04712179150049975 Attrib A_23_P136392 0.002017422734289076 Attrib AF305819 -0.042751960920229384 Attrib NM_001036645 -0.021417175422191646 Attrib THC2553131 -0.0023864143188672346 Attrib NM_052945 -0.002339735505853624 Attrib NM_138924 -0.006151191626186544 Attrib ENST00000280606 0.025996487644457677 Attrib NM_013941 -0.02774158900733512 Attrib NM_148672 -0.03878720419286034 Attrib AK000119 -0.03753110691315915 Attrib NM_001010 0.04159138469888815 Attrib D50924 -0.07493701243892713 Attrib NM_031220 -0.07374413682730152 Attrib A_24_P943657 -0.06395284567558775 Attrib NM_018657 -0.020856295879893863 Attrib NM_002126 -0.08559360390666501 Attrib NM_002373 -0.03230643153183761 Attrib NM_005467 -0.056205821456897766 Attrib THC2650423 -0.0042296311130101145 Attrib NM_024887 -0.043709314170199756 Attrib NM_021168 0.04531846712857314 Attrib NM_005086 -0.027685951379717643 Attrib AK096148 -0.05884511255695772 Attrib BX414807 -0.046740321025920496 Attrib AL832183 -0.023138174104267405 Attrib NM_003533 0.0474798654208448 Attrib NM_000170 0.004242377101947832 Attrib AF117899 0.008867484744326627 Attrib A_24_P287526 0.01857804045047252 Attrib THC2671169 -0.09029986606023357 Attrib THC2520774 0.04197621411324161 Attrib NM_138411 0.021254558635702688 Attrib THC2656841 -0.01722180897948972 Attrib CR600872 -0.052816034877605965 Attrib NM_016058 0.05045702998652991 Attrib AF520801 -0.04701328353655376 Attrib NM_203414 -0.02925645505407466 Class normal Input Node 0 Class high_grade_dysplasia Input Node 1 Class low_grade_dysplasia Input Node 2 Class adenocarcinoma Input Node 3 Time taken to build model: 940.15 seconds Time taken to test model on training data: 1.5 seconds === Error on training data === Correctly Classified Instances 76 88.3721 % Incorrectly Classified Instances 10 11.6279 % Kappa statistic 0.841 Mean absolute error 0.0988 Root mean squared error 0.2227 Relative absolute error 27.0263 % Root relative squared error 52.1107 % Total Number of Instances 86 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,833 0,000 1,000 0,833 0,909 0,901 0,994 0,971 normal 0,786 0,034 0,917 0,786 0,846 0,785 0,911 0,824 high_grade_dysplasia 0,952 0,092 0,769 0,952 0,851 0,805 0,955 0,826 low_grade_dysplasia 0,960 0,033 0,923 0,960 0,941 0,917 0,974 0,971 adenocarcinoma Weighted Avg. 0,884 0,043 0,894 0,884 0,884 0,844 0,952 0,888 === Confusion Matrix === a b c d <-- classified as 10 0 2 0 | a = normal 0 22 4 2 | b = high_grade_dysplasia 0 1 20 0 | c = low_grade_dysplasia 0 1 0 24 | d = adenocarcinoma Time taken to perform cross-validation: 2593.8 seconds === Stratified cross-validation === Correctly Classified Instances 60 69.7674 % Incorrectly Classified Instances 26 30.2326 % Kappa statistic 0.5853 Mean absolute error 0.1567 Root mean squared error 0.3231 Relative absolute error 42.8109 % Root relative squared error 75.5914 % Total Number of Instances 86 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal 0,607 0,224 0,567 0,607 0,586 0,377 0,804 0,742 high_grade_dysplasia 0,571 0,123 0,600 0,571 0,585 0,456 0,853 0,601 low_grade_dysplasia 0,760 0,082 0,792 0,760 0,776 0,686 0,883 0,786 adenocarcinoma Weighted Avg. 0,698 0,127 0,701 0,698 0,699 0,573 0,866 0,756 === Confusion Matrix === a b c d <-- classified as 12 0 0 0 | a = normal 0 17 7 4 | b = high_grade_dysplasia 0 8 12 1 | c = low_grade_dysplasia 0 5 1 19 | d = adenocarcinoma