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 0.4336299875419078 Node 3 -1.97945562718091 Node 4 1.2698436817279288 Node 5 -2.9736248618520786 Node 6 -1.1981818474856925 Node 7 0.4165005483291566 Node 8 3.1349547591016207 Node 9 -3.027583310629686 Node 10 0.6031262767892763 Node 11 -2.219498481567021 Node 12 -2.131140046768411 Sigmoid Node 1 Inputs Weights Threshold -1.604961578413705 Node 3 1.4253023284400732 Node 4 -2.0173275465265372 Node 5 -1.1973753947420178 Node 6 0.740435882672804 Node 7 -1.4214486954682666 Node 8 0.5805115821058925 Node 9 3.0437197993078997 Node 10 -1.1192041453210917 Node 11 2.377803800513817 Node 12 2.32751952381416 Sigmoid Node 2 Inputs Weights Threshold -0.3940418291312622 Node 3 1.213696542318606 Node 4 0.07072740097449098 Node 5 3.1392753952125303 Node 6 1.2353569370517397 Node 7 -0.30330559987785527 Node 8 -3.8401739370096224 Node 9 -0.6813128797411929 Node 10 -0.9436599716384022 Node 11 -0.514278268392218 Node 12 -1.3060856251300361 Sigmoid Node 3 Inputs Weights Threshold 0.03123979513181863 Attrib 1007_s_at -0.025824699456621948 Attrib 1053_at 0.03994092861668381 Attrib 117_at 0.01949428449675339 Attrib 121_at -0.013714903735251856 Attrib 1255_g_at 0.03377853161428855 Attrib 1294_at -0.0352271489159846 Attrib 1316_at -0.047457140302430624 Attrib 1320_at 9.963829112952394E-4 Attrib 1405_i_at -0.03914849821779909 Attrib 1431_at -0.01568159055655172 Attrib 1438_at -0.018186151611700525 Attrib 1487_at 0.013121621339578258 Attrib 1494_f_at -0.020362155932361656 Attrib 1552256_a_at -0.0503265435767364 Attrib 1552257_a_at -0.024164036281836547 Attrib 1552258_at 0.04354086910924289 Attrib 1552261_at 0.012074249805814058 Attrib 1552263_at -0.051005738343578355 Attrib 1552264_a_at -0.018949016935096357 Attrib 1552266_at -0.008239000395692657 Attrib 1552269_at -0.03746949921296608 Attrib 1552271_at -0.036729003101593674 Attrib 1552272_a_at 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Attrib 1552467_at 0.04639237728702356 Attrib 1552468_a_at -0.012342983743128188 Attrib 1552470_a_at -0.02873840230607352 Attrib 1552472_a_at -0.02477003628460872 Attrib 1552473_at -0.020003968852523007 Attrib 1552474_a_at 0.011202773797442321 Attrib 1552476_s_at -0.009427393767185035 Attrib 1552477_a_at -0.04395871963438291 Attrib 1552478_a_at 0.014147674314009385 Attrib 1552480_s_at -0.051368847090502226 Attrib 1552481_s_at -0.044176624139696814 Attrib 1552482_at 0.045611744552806414 Attrib 1552484_at -0.0418331485937736 Attrib 1552485_at -0.014397490890721072 Attrib 1552486_s_at -0.016770893747856105 Attrib 1552487_a_at 0.03446374650736257 Attrib 1552489_s_at -0.01240978367630357 Attrib 1552490_at 0.03775536702383036 Attrib 1552491_at 0.018154335586487373 Attrib 1552493_s_at 0.030471561372009705 Attrib 1552494_at 0.036093524466344167 Attrib 1552496_a_at 0.0117419567263956 Attrib 1552497_a_at -0.0015465563556614098 Attrib 1552498_at -0.04672072657044912 Attrib 1552499_a_at 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Attrib 200628_s_at 0.007663213429612831 Attrib 200629_at 0.02186947375707044 Attrib 200630_x_at 0.025186895310320083 Attrib 200631_s_at 0.017349133220337324 Attrib 200632_s_at 0.04147377672293291 Attrib 200633_at -0.01033443272100827 Attrib 200634_at 0.011250098074898757 Attrib 200635_s_at 0.021135856303782154 Attrib 200636_s_at 0.020166216540994156 Attrib 200637_s_at 6.479479937462714E-4 Attrib 200638_s_at 0.031533238660963164 Attrib 200639_s_at -0.0273483962208426 Attrib 200640_at 0.049473230970539926 Attrib 200641_s_at 0.03387016592973897 Attrib 200642_at 0.04301956041431103 Attrib 200643_at 0.042854324902032684 Attrib 200644_at -0.027123859489046866 Attrib 200645_at -0.024772137559133305 Attrib 200646_s_at -0.03329551962995697 Attrib 200647_x_at 0.03211979020741624 Attrib 200648_s_at 0.03733736306147115 Attrib 200649_at 0.04818910246980626 Attrib 200650_s_at 0.03601685915002906 Attrib 200651_at 0.0343950973875824 Attrib 200652_at -0.00976255078218693 Attrib 200653_s_at 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Attrib 200679_x_at -0.03793331164361588 Attrib 200680_x_at -0.01589204908831682 Attrib 200681_at -0.050514651284039445 Attrib 200682_s_at -0.05820857537816585 Attrib 200683_s_at 0.017221035220594684 Attrib 200684_s_at -0.03869782919651113 Attrib 200685_at 0.002682420264692287 Attrib 200686_s_at -0.0017199518149087812 Attrib 200687_s_at -0.04398229424110257 Attrib 200688_at -0.009959125464840273 Attrib 200689_x_at -0.009511337436484241 Attrib 200690_at 1.8426932718041179E-4 Attrib 200691_s_at 0.00373113069627785 Attrib 200692_s_at 0.056586109739066685 Attrib 200693_at -0.05626334827865894 Attrib 200694_s_at -0.02590221205191148 Attrib 200695_at -0.015945984806266543 Attrib 200696_s_at 0.0429767243460822 Attrib 200697_at 0.0024101403247475004 Attrib 200698_at -0.038237908691915 Attrib 200699_at 0.03877713469723075 Attrib 200700_s_at -0.060200005674919226 Attrib 200701_at 0.023367811638657626 Attrib 200702_s_at 0.05539485973399948 Attrib 200703_at 0.004614381995980953 Attrib 200704_at 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Attrib 200830_at -0.018992205118403143 Attrib 200831_s_at 0.018981648462426177 Attrib 200832_s_at 0.0021313824872546544 Attrib 200833_s_at 0.0031110531501918224 Attrib 200834_s_at -0.053379693492005456 Attrib 200835_s_at -0.03694559437056639 Attrib 200836_s_at 0.0443454243831931 Attrib 200837_at 0.028319669480628435 Attrib 200838_at 0.038712219335379196 Attrib 200839_s_at 0.04632862411367244 Attrib 200840_at 6.600024465265231E-4 Attrib 200841_s_at -0.06210622350521882 Attrib 200842_s_at 0.02914198620526603 Attrib 200843_s_at -0.02248175223706705 Attrib 200844_s_at 0.04225383473144954 Attrib 200845_s_at -0.0376658966963314 Attrib 200846_s_at 0.022146840308831843 Attrib 200847_s_at -9.69891103960278E-5 Attrib 200848_at 0.044182569228208 Attrib 200849_s_at -0.01424913314336092 Attrib 200850_s_at 0.045585729617979104 Attrib 200851_s_at 0.031430169486458 Attrib 200852_x_at 0.023903207644849166 Attrib 200853_at 0.03271966116282244 Attrib 200854_at 0.03449143407350965 Attrib 200855_at 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Attrib 200881_s_at 0.018975447208415368 Attrib 200882_s_at -0.02953227013055292 Attrib 200883_at -0.02173266273849744 Attrib 200884_at -0.007521359841764074 Attrib 200885_at 0.007758917018696284 Attrib 200886_s_at 0.018296269163060173 Attrib 200887_s_at 0.02372313862595763 Attrib 200888_s_at 0.0204046256929559 Attrib 200889_s_at 0.03594923980800581 Attrib 200890_s_at -0.0373363286320166 Attrib 200891_s_at -0.02862212321770812 Attrib 200892_s_at -0.013349360593187759 Attrib 200893_at -0.0035098904072325045 Attrib 200894_s_at -0.01183841249681105 Attrib 200895_s_at 0.014164436299434343 Attrib 200896_x_at -0.06954408496530062 Attrib 200897_s_at 0.04940729193966847 Attrib 200898_s_at 0.024753913066366408 Attrib 200899_s_at -0.0026598352392862043 Attrib 200900_s_at -0.004681297480530581 Attrib 200901_s_at -0.038768403662577826 Attrib 200902_at 0.011437962851625438 Attrib 200903_s_at -0.031888090200996526 Attrib 200904_at -8.800513433029181E-4 Attrib 200905_x_at -0.06069931144679316 Attrib 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Attrib 200619_at 0.012939274594864162 Attrib 200620_at 0.03148923269890587 Attrib 200621_at -0.007278304114125613 Attrib 200622_x_at -4.108970819231562E-4 Attrib 200623_s_at 0.040300931797077305 Attrib 200624_s_at -0.0010654992814348799 Attrib 200625_s_at -0.02786363604151835 Attrib 200626_s_at -0.0025604409916095226 Attrib 200627_at 0.009282968144197178 Attrib 200628_s_at -0.031357922773438476 Attrib 200629_at -0.019485250097406176 Attrib 200630_x_at -0.04765088222576383 Attrib 200631_s_at 0.04008562809830302 Attrib 200632_s_at 0.01253896922488557 Attrib 200633_at 0.017580894120942145 Attrib 200634_at -0.021399590838933783 Attrib 200635_s_at -1.890241993953356E-4 Attrib 200636_s_at 0.05647824430289905 Attrib 200637_s_at 0.0043716518448595225 Attrib 200638_s_at -0.042226356064715045 Attrib 200639_s_at 0.03470667839063707 Attrib 200640_at -0.012867686597200322 Attrib 200641_s_at -0.03589318276307153 Attrib 200642_at 0.005968566004229649 Attrib 200643_at -0.0063124776553235805 Attrib 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Attrib 200839_s_at 0.013519133095415567 Attrib 200840_at 0.03419598418130295 Attrib 200841_s_at 0.032660787441791045 Attrib 200842_s_at 0.03376233644383514 Attrib 200843_s_at 0.0011198046369229081 Attrib 200844_s_at -0.04977578349474392 Attrib 200845_s_at -0.026448421102091575 Attrib 200846_s_at -0.015083368889048501 Attrib 200847_s_at -0.0010110909131732322 Attrib 200848_at -0.03748062805449037 Attrib 200849_s_at -0.03574862880897448 Attrib 200850_s_at 0.05210091035423798 Attrib 200851_s_at 0.038628528410513396 Attrib 200852_x_at -0.048294195219166426 Attrib 200853_at 0.03442008138883058 Attrib 200854_at 0.05027425864800092 Attrib 200855_at -0.0442451936551459 Attrib 200856_x_at -0.03155968604812771 Attrib 200857_s_at 0.0010746582892626833 Attrib 200858_s_at 0.011354636792213837 Attrib 200859_x_at -0.027036387457074988 Attrib 200860_s_at 0.0027149216506147053 Attrib 200861_at 0.013756142771570475 Attrib 200862_at 0.014012618463112905 Attrib 200863_s_at -0.02673407242815005 Attrib 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Attrib 200825_s_at -0.041439248298636995 Attrib 200826_at -0.038560766061238226 Attrib 200827_at -0.01923770894134302 Attrib 200828_s_at 0.028579756015471625 Attrib 200829_x_at -0.003915373799527136 Attrib 200830_at -0.03466923350270219 Attrib 200831_s_at 0.013583319508767655 Attrib 200832_s_at 0.030302515964854556 Attrib 200833_s_at 0.06665541145611728 Attrib 200834_s_at -0.04692722548700144 Attrib 200835_s_at 0.02898546248204916 Attrib 200836_s_at 0.008497376234730398 Attrib 200837_at 0.01824999263388865 Attrib 200838_at 0.0029577489375845352 Attrib 200839_s_at 0.008396375429145213 Attrib 200840_at -0.012176455182709522 Attrib 200841_s_at 0.01588280464855639 Attrib 200842_s_at -0.005079933571565577 Attrib 200843_s_at -0.04970521262721269 Attrib 200844_s_at 0.014190409751947599 Attrib 200845_s_at 0.023601129399672488 Attrib 200846_s_at -0.047328616186215464 Attrib 200847_s_at -0.007209307221038044 Attrib 200848_at -0.044237895291678035 Attrib 200849_s_at 1.662184744794905E-4 Attrib 200850_s_at -0.01990411430872073 Attrib 200851_s_at 0.010941372027466811 Attrib 200852_x_at 0.001379336135135576 Attrib 200853_at 0.024665913460835385 Attrib 200854_at 0.014329996437943112 Attrib 200855_at -0.03430929373027712 Attrib 200856_x_at -0.01802484356316813 Attrib 200857_s_at 2.259222055083989E-4 Attrib 200858_s_at -0.043715401063299596 Attrib 200859_x_at -0.036819023331321 Attrib 200860_s_at 0.011881533003480224 Attrib 200861_at -0.004874339683285645 Attrib 200862_at -0.02429424697959275 Attrib 200863_s_at 0.01962727702285302 Attrib 200864_s_at 0.003007271733828323 Attrib 200865_at 0.05040503119636505 Attrib 200866_s_at -0.05615362048366935 Attrib 200867_at -0.024143922896675718 Attrib 200868_s_at -0.01892207246292036 Attrib 200869_at 0.043593556203726944 Attrib 200870_at 0.023270456507962667 Attrib 200871_s_at 0.004590710561326457 Attrib 200872_at -0.015963812062391072 Attrib 200873_s_at -0.007971879837292903 Attrib 200874_s_at 0.0010113691363585178 Attrib 200875_s_at 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64418_at -0.03581124813872562 Attrib 64432_at -8.901697836557916E-4 Attrib 64438_at 0.040260956906120034 Attrib 64440_at -0.012515785291290863 Attrib 64474_g_at 0.025273595831023007 Attrib 64486_at -0.03851859897731916 Attrib 64488_at 0.019693763958537825 Attrib 64883_at -0.01772711501614352 Attrib 64899_at 0.00960569132854931 Attrib 64900_at 0.013162509262958238 Attrib 64942_at -0.0349605456017683 Attrib 65086_at -0.05892174507429 Attrib 65133_i_at 0.04071944827023082 Attrib 65438_at -0.0575480412666004 Attrib 65472_at -4.7454101174244223E-4 Attrib 65493_at -0.014236049857408242 Attrib 65517_at 0.010802523953914085 Attrib 65521_at -0.039200179387038486 Attrib 65585_at -0.05574181009857643 Attrib 65588_at -0.006942433225855226 Attrib 65591_at -0.01823900845208406 Attrib 65630_at 0.024732329971744123 Attrib 65635_at 0.045290874455217386 Attrib 65718_at -0.01333167513813518 Attrib 65770_at -0.0439870601478626 Attrib 65884_at -0.01908779784712396 Attrib 66053_at -0.0499037373960795 Attrib 71933_at 0.03924164145102107 Attrib 74694_s_at 0.062339335355033096 Attrib 76897_s_at 0.009115886586039084 Attrib 77508_r_at -0.020668836105060994 Attrib 78047_s_at -0.023165634805697024 Attrib 78330_at 0.005707969653337738 Attrib 78383_at -0.015174525009080848 Attrib 78495_at -0.013529267620767244 Attrib 79005_at 0.023469484252722845 Attrib 81737_at 0.04930527665650514 Attrib 81811_at 0.057532815120947205 Attrib 823_at -0.02969800306040448 Attrib 87100_at -0.027150242857936616 Attrib 89476_r_at -0.005489446421788556 Attrib 89948_at 0.01478033759586555 Attrib 89977_at -0.009161510655380624 Attrib 90265_at 0.04608420388550666 Attrib 90610_at 0.0019508974345407535 Attrib 91580_at -0.009705292134096407 Attrib 91617_at -0.02059905938716613 Attrib 91682_at 0.008996864509090338 Attrib 91684_g_at -0.04976129556634548 Attrib 91703_at 0.029776728696557262 Attrib 91816_f_at 0.013547986033842139 Attrib 91826_at -0.022982886899277792 Attrib 91920_at -0.0029098533389141034 Attrib 91952_at 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-0.048158733560627415 Attrib AFFX-r2-Bs-phe-5_at -0.03152660424392277 Attrib AFFX-r2-Bs-phe-M_at 0.01278299608386117 Attrib AFFX-r2-Bs-thr-3_s_at -0.002063738399785229 Attrib AFFX-r2-Bs-thr-5_s_at 0.02822267917027815 Attrib AFFX-r2-Bs-thr-M_s_at -0.016020282032227884 Attrib AFFX-r2-Ec-bioB-3_at 0.014740165155915646 Attrib AFFX-r2-Ec-bioB-5_at 0.04598385365060634 Attrib AFFX-r2-Ec-bioB-M_at 0.006100798090561219 Attrib AFFX-r2-Ec-bioC-3_at 0.03010721345292843 Attrib AFFX-r2-Ec-bioC-5_at -0.028623827252944493 Attrib AFFX-r2-Ec-bioD-3_at 0.03834175736377213 Attrib AFFX-r2-Ec-bioD-5_at -0.00972524212090145 Attrib AFFX-r2-P1-cre-3_at -0.017233218669916114 Attrib AFFX-r2-P1-cre-5_at -0.01777410711626849 Attrib AFFX-ThrX-3_at -0.03305171215083611 Attrib AFFX-ThrX-5_at 0.016649447309458512 Attrib AFFX-ThrX-M_at -0.0336550702642555 Attrib AFFX-TrpnX-3_at -0.013940380552209506 Attrib AFFX-TrpnX-5_at 0.015274829061184233 Attrib AFFX-TrpnX-M_at 0.017858307325591134 Sigmoid Node 7 Inputs Weights 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1552276_a_at 0.048912279246943684 Attrib 1552277_a_at -0.03946732331899942 Attrib 1552278_a_at -0.03707702560137983 Attrib 1552279_a_at -0.012229139029235128 Attrib 1552280_at 0.015481982443431509 Attrib 1552281_at 0.041836418232748286 Attrib 1552283_s_at 0.0160477141773936 Attrib 1552286_at 0.036634337722976675 Attrib 1552287_s_at 0.015709585367274344 Attrib 1552288_at 0.02748064477785057 Attrib 1552289_a_at 0.03451322574461362 Attrib 1552291_at 0.02518882970616702 Attrib 1552293_at -0.00725939526863094 Attrib 1552295_a_at -0.04234544426064489 Attrib 1552296_at 0.006468687610880686 Attrib 1552299_at -0.04789373593083998 Attrib 1552301_a_at 0.0021209248863748647 Attrib 1552302_at -0.004510127961765656 Attrib 1552303_a_at -0.04442983268308455 Attrib 1552304_at 0.04632552969674163 Attrib 1552306_at -0.024995410020800492 Attrib 1552307_a_at -0.04669464268343699 Attrib 1552309_a_at 0.03644687227511847 Attrib 1552310_at -0.034033426051480284 Attrib 1552311_a_at 0.02447969213798097 Attrib 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Attrib 200657_at 9.274341118245647E-4 Attrib 200658_s_at 0.043038275396829966 Attrib 200659_s_at 0.027860296599678647 Attrib 200660_at -0.04246004948078437 Attrib 200661_at -0.040720048511824376 Attrib 200662_s_at -0.01756089980797792 Attrib 200663_at -0.005157158998872259 Attrib 200664_s_at 0.015850765610948 Attrib 200665_s_at 0.03733431119704825 Attrib 200666_s_at 0.010096822959197128 Attrib 200667_at 0.04850303795434127 Attrib 200668_s_at 0.03556697118004176 Attrib 200669_s_at -0.004197351683589226 Attrib 200670_at -0.04248645159909587 Attrib 200671_s_at 0.009171539847055077 Attrib 200672_x_at -0.03382263706836488 Attrib 200673_at -0.002451781779649071 Attrib 200674_s_at -0.010077394771042025 Attrib 200675_at -0.029264944953571438 Attrib 200676_s_at 0.009275629336824097 Attrib 200677_at -0.011870897311803776 Attrib 200678_x_at 0.04401241436909781 Attrib 200679_x_at 0.002435471255056725 Attrib 200680_x_at 0.028579506368128803 Attrib 200681_at -0.04602806527261175 Attrib 200682_s_at 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Attrib 200708_at 0.03797042072694725 Attrib 200709_at -0.028379134320242694 Attrib 200710_at -0.018860353477333135 Attrib 200711_s_at 0.04668399657470316 Attrib 200712_s_at -0.01765917520322954 Attrib 200713_s_at 0.04002359407243775 Attrib 200714_x_at -0.02177717022835667 Attrib 200715_x_at -0.043308114390074266 Attrib 200716_x_at -0.011142704892300324 Attrib 200717_x_at -0.04571617864660111 Attrib 200718_s_at 0.0131277764186534 Attrib 200719_at 0.01390069028122384 Attrib 200720_s_at -0.03275702303641289 Attrib 200721_s_at 0.023261706403356237 Attrib 200722_s_at 0.031240493294414994 Attrib 200723_s_at -0.023911586917274994 Attrib 200724_at 0.02669698241180014 Attrib 200725_x_at 0.04247877884081781 Attrib 200726_at -0.02709142605892475 Attrib 200727_s_at -0.030796347262477507 Attrib 200728_at 0.0036170655245482282 Attrib 200729_s_at 0.013520693015708669 Attrib 200730_s_at 0.020821195121191998 Attrib 200731_s_at -0.02103972393417242 Attrib 200732_s_at -0.031559171934558164 Attrib 200733_s_at -0.012375557811315661 Attrib 200734_s_at -0.022965225934216862 Attrib 200735_x_at 0.025137342332259057 Attrib 200736_s_at 0.009351077631059107 Attrib 200737_at 0.0035144721971023434 Attrib 200738_s_at -0.03243710385269959 Attrib 200739_s_at -0.03291379032020654 Attrib 200740_s_at 0.010493286898265695 Attrib 200741_s_at 0.029361976810694603 Attrib 200742_s_at 0.003829126829622604 Attrib 200743_s_at -0.01818508410177067 Attrib 200744_s_at -0.027535145653982154 Attrib 200745_s_at -0.039684057240055 Attrib 200746_s_at -0.03773981002842215 Attrib 200747_s_at -0.028810098014279552 Attrib 200748_s_at 0.038507453312204426 Attrib 200749_at 0.04155071750243773 Attrib 200750_s_at -6.839398955508456E-4 Attrib 200751_s_at -0.02718767419971984 Attrib 200752_s_at 0.01708631110021985 Attrib 200753_x_at -0.007280607391164703 Attrib 200754_x_at 0.012950286193566458 Attrib 200755_s_at 0.04484014838085044 Attrib 200756_x_at -0.0397476358259424 Attrib 200757_s_at -0.022576795554343068 Attrib 200758_s_at -0.0505014090431983 Attrib 200759_x_at 0.03895527019670812 Attrib 200760_s_at -0.029129437198504138 Attrib 200761_s_at 0.04177565066231672 Attrib 200762_at -0.02902015301996446 Attrib 200763_s_at 0.006169890779457633 Attrib 200764_s_at -0.048656762927645876 Attrib 200765_x_at -0.04302148871207494 Attrib 200766_at -0.01541444719784953 Attrib 200767_s_at 0.03697761246356469 Attrib 200768_s_at 0.03847857727458248 Attrib 200769_s_at -0.020205731753173257 Attrib 200770_s_at -0.0023209665398089352 Attrib 200771_at -0.0012927026041702025 Attrib 200772_x_at 0.008869483490134127 Attrib 200773_x_at -0.03522504922276421 Attrib 200774_at -0.005339870838136091 Attrib 200775_s_at -0.00927522269342579 Attrib 200776_s_at 0.032213876508784045 Attrib 200777_s_at -0.047772451679959096 Attrib 200778_s_at -0.03249537856495923 Attrib 200779_at 0.014122807212019865 Attrib 200780_x_at 0.025290245435467488 Attrib 200781_s_at 0.044307360712036566 Attrib 200782_at -0.012801798392399834 Attrib 200783_s_at -0.04746456922024731 Attrib 200784_s_at -0.044025781812491935 Attrib 200785_s_at 0.03763831725625926 Attrib 200786_at -0.031624568996978804 Attrib 200787_s_at 0.018432481702851118 Attrib 200788_s_at 0.03828656366257039 Attrib 200789_at 0.04755810124392486 Attrib 200790_at -0.008170893513467689 Attrib 200791_s_at -0.01569395665454353 Attrib 200792_at 0.007684439801295881 Attrib 200793_s_at 0.014944355533734488 Attrib 200794_x_at 0.01719310316181929 Attrib 200795_at -0.02009663762439283 Attrib 200796_s_at -0.014985161962270671 Attrib 200797_s_at -0.030066299370628005 Attrib 200798_x_at -0.04555884552085852 Attrib 200799_at 0.033283290457371474 Attrib 200800_s_at 0.0468412298790675 Attrib 200801_x_at 0.006301393755997911 Attrib 200802_at -0.014295613868325282 Attrib 200803_s_at 0.04748480591367385 Attrib 200804_at 0.0011028376242211908 Attrib 200805_at 0.008158682143048119 Attrib 200806_s_at 0.02737374590052585 Attrib 200807_s_at 0.04188823511343996 Attrib 200808_s_at 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Attrib 200834_s_at -0.03387085831613854 Attrib 200835_s_at 0.03403484681707853 Attrib 200836_s_at 0.04386991668887816 Attrib 200837_at -0.027200140519142678 Attrib 200838_at 0.04205675313362233 Attrib 200839_s_at -0.01192286250010004 Attrib 200840_at 0.020518730341289943 Attrib 200841_s_at -0.007430136708880538 Attrib 200842_s_at 0.0174087000468992 Attrib 200843_s_at 0.018793672470590134 Attrib 200844_s_at -0.03568661976897523 Attrib 200845_s_at -0.023947761609914207 Attrib 200846_s_at 0.009735848269331588 Attrib 200847_s_at 0.04333151379188388 Attrib 200848_at 0.001366109974318342 Attrib 200849_s_at 0.01507025974012062 Attrib 200850_s_at -0.004562576097347689 Attrib 200851_s_at 0.019744723475365763 Attrib 200852_x_at 0.01950074857122873 Attrib 200853_at -0.041387006735501684 Attrib 200854_at -0.032697114888715025 Attrib 200855_at -0.0073710330152583796 Attrib 200856_x_at -0.021139052733563295 Attrib 200857_s_at -0.012444783990550034 Attrib 200858_s_at -0.010269204800477287 Attrib 200859_x_at -0.04322963544809826 Attrib 200860_s_at -0.02264748196569122 Attrib 200861_at 0.027646872258265964 Attrib 200862_at -0.005604860384981537 Attrib 200863_s_at -0.021370832839721687 Attrib 200864_s_at 0.04672010059897573 Attrib 200865_at 0.03929016879195405 Attrib 200866_s_at 0.015483560407845412 Attrib 200867_at 0.02995615508161354 Attrib 200868_s_at 0.004548642672043091 Attrib 200869_at 0.04274675115933609 Attrib 200870_at 0.01772086721689925 Attrib 200871_s_at -0.0016013782694129994 Attrib 200872_at 0.007515137744816486 Attrib 200873_s_at 0.03965447760890568 Attrib 200874_s_at 0.007687320619176754 Attrib 200875_s_at -0.04528975645357605 Attrib 200876_s_at -0.03170079054731753 Attrib 200877_at -0.024519461819427563 Attrib 200878_at -0.049451887158225405 Attrib 200879_s_at -0.0105173682552935 Attrib 200880_at -0.013455626627786148 Attrib 200881_s_at -0.013817786543821502 Attrib 200882_s_at -0.011538174738522778 Attrib 200883_at -0.03443972052429412 Attrib 200884_at 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200985_s_at 0.03189670071431005 Attrib 200986_at -0.043419614081845075 Attrib 200987_x_at -0.0017791984462442666 Attrib 200988_s_at -0.04308527612932819 Attrib 200989_at 0.0032571899157928736 Attrib 200990_at 0.012105707767344044 Attrib 200991_s_at 0.003335117224015591 Attrib 200992_at 0.012505133952402074 Attrib 200993_at -0.009267084176418547 Attrib 200994_at -0.01837352258381167 Attrib 200995_at -0.02679320604074882 Attrib 200996_at 0.006597749562580882 Attrib 200997_at 0.010798892525115424 Attrib 200998_s_at -0.03942708739994173 Attrib 200999_s_at 0.016026928904709567 Attrib 201000_at -0.0017655580694943033 Attrib 201001_s_at 0.027438753770294602 Attrib 201002_s_at 0.04307639819125744 Attrib 201003_x_at -0.005592278602004966 Attrib 201004_at -0.03626624951202179 Attrib 201005_at -0.027768591040111604 Attrib 201006_at -0.004455249417544814 Attrib 201007_at -0.03243474581109249 Attrib 201008_s_at -0.02221998295041781 Attrib 201009_s_at 0.03620001118088193 Attrib 201010_s_at 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200787_s_at 0.013038115136201345 Attrib 200788_s_at -0.04064646254093933 Attrib 200789_at -0.009918155510697515 Attrib 200790_at -0.004116652021098222 Attrib 200791_s_at 0.03550134234391668 Attrib 200792_at 0.025471208788527995 Attrib 200793_s_at -0.00914739394429791 Attrib 200794_x_at -0.0380952310758801 Attrib 200795_at -0.04203638925365965 Attrib 200796_s_at -0.05097275218595736 Attrib 200797_s_at -0.05247519144324666 Attrib 200798_x_at 0.02104035940728995 Attrib 200799_at 0.04679991037224458 Attrib 200800_s_at -0.0180474461748369 Attrib 200801_x_at -0.027705088095552867 Attrib 200802_at -0.04021136023187071 Attrib 200803_s_at 0.001696523316837359 Attrib 200804_at 0.023101340644398664 Attrib 200805_at 0.0192287194379477 Attrib 200806_s_at 0.032605480541255706 Attrib 200807_s_at 0.0018268070913638286 Attrib 200808_s_at -0.035140968763402856 Attrib 200809_x_at -0.020002228064907805 Attrib 200810_s_at -0.04301063239749133 Attrib 200811_at -0.05192258631494541 Attrib 200812_at 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Attrib 200888_s_at 0.009444978641936778 Attrib 200889_s_at -0.020747889834914497 Attrib 200890_s_at -0.04151788380684541 Attrib 200891_s_at 0.004648384570948189 Attrib 200892_s_at 0.004433287584695268 Attrib 200893_at 0.010493840188639577 Attrib 200894_s_at -0.01610278940137683 Attrib 200895_s_at -0.029621881544631596 Attrib 200896_x_at -0.020376153036716936 Attrib 200897_s_at 0.048482915432104735 Attrib 200898_s_at 0.03860110395978967 Attrib 200899_s_at -0.007306528979012333 Attrib 200900_s_at 0.052554887378053076 Attrib 200901_s_at 0.05411490267392664 Attrib 200902_at 0.023137356207791133 Attrib 200903_s_at -0.028825533207812944 Attrib 200904_at 0.012681093868826451 Attrib 200905_x_at 0.018101686057099747 Attrib 200906_s_at 0.034788575183711416 Attrib 200907_s_at 0.037022169062403715 Attrib 200908_s_at 0.02697237230359883 Attrib 200909_s_at -0.008241302049174224 Attrib 200910_at -0.03488627975049685 Attrib 200911_s_at -0.00603570095223231 Attrib 200912_s_at -0.013042124052698854 Attrib 200913_at -0.04112348420455307 Attrib 200914_x_at 0.02862389970562947 Attrib 200915_x_at -0.020529924206898014 Attrib 200916_at 0.0065087311437404625 Attrib 200917_s_at 0.018372993626952418 Attrib 200918_s_at -0.00192439297883054 Attrib 200919_at -0.03328558426943065 Attrib 200920_s_at 0.02984691640393528 Attrib 200921_s_at 0.02328731932490855 Attrib 200922_at 0.03808274575911508 Attrib 200923_at -0.018605599474515476 Attrib 200924_s_at 0.025200641054011312 Attrib 200925_at -0.030650840888630605 Attrib 200926_at 0.018787393561772923 Attrib 200927_s_at 0.044163382841011165 Attrib 200928_s_at -0.027621498702260255 Attrib 200929_at -0.02135965820375628 Attrib 200930_s_at -0.062124441798392833 Attrib 200931_s_at -0.033351182296202105 Attrib 200932_s_at 0.011092378502500442 Attrib 200933_x_at -0.017393082546552568 Attrib 200934_at 0.006727866676577984 Attrib 200935_at -0.022191893395869248 Attrib 200936_at -0.014185974722759226 Attrib 200937_s_at -0.014653589214086438 Attrib 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Attrib 200833_s_at 0.038884082492151716 Attrib 200834_s_at 0.021798387593659933 Attrib 200835_s_at 0.03595112284220054 Attrib 200836_s_at 0.04578157189842526 Attrib 200837_at 0.05068271697498333 Attrib 200838_at 0.0347736165367122 Attrib 200839_s_at -0.00140825084955707 Attrib 200840_at 0.041795317571409994 Attrib 200841_s_at -0.028446652046105334 Attrib 200842_s_at -0.02533455598885414 Attrib 200843_s_at 0.0053911741886251896 Attrib 200844_s_at 0.040381663308308474 Attrib 200845_s_at 0.034601371622853976 Attrib 200846_s_at -0.02690315787882268 Attrib 200847_s_at -0.03774488360312474 Attrib 200848_at 0.042184237985175316 Attrib 200849_s_at -0.018422203379877957 Attrib 200850_s_at -0.01851652498463598 Attrib 200851_s_at 0.022568965294159155 Attrib 200852_x_at 0.02920315739957224 Attrib 200853_at -0.035011870537376207 Attrib 200854_at -0.023314605798559526 Attrib 200855_at 0.006937119886807315 Attrib 200856_x_at 0.011887290316607601 Attrib 200857_s_at 0.01411585411077185 Attrib 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Attrib 200625_s_at 0.034384673733730164 Attrib 200626_s_at 0.00574061169844745 Attrib 200627_at 0.01716353404912071 Attrib 200628_s_at -0.05072311948161441 Attrib 200629_at 0.04001648315407523 Attrib 200630_x_at 0.04583280364521526 Attrib 200631_s_at -0.010850298004407082 Attrib 200632_s_at 0.03196117876443713 Attrib 200633_at 0.030475123168888712 Attrib 200634_at -0.020159686453114428 Attrib 200635_s_at -0.041355208608964314 Attrib 200636_s_at -0.048401951308074405 Attrib 200637_s_at 0.03316672039149376 Attrib 200638_s_at -0.0328577855576081 Attrib 200639_s_at 0.0017247116921525003 Attrib 200640_at -0.017481374241226134 Attrib 200641_s_at 0.007267265293260472 Attrib 200642_at 0.0366328804257214 Attrib 200643_at -0.011337227079192108 Attrib 200644_at 0.026884093925622667 Attrib 200645_at -6.820818286995519E-4 Attrib 200646_s_at 0.03347711667873778 Attrib 200647_x_at -0.038165521624412606 Attrib 200648_s_at -0.04159003830286959 Attrib 200649_at 0.005297962877367055 Attrib 200650_s_at 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0.0039641703769066625 Attrib 200701_at 0.009241324016609976 Attrib 200702_s_at -0.025747221479162037 Attrib 200703_at 0.02260021209975353 Attrib 200704_at 0.044275060174107365 Attrib 200705_s_at 0.023389117161143343 Attrib 200706_s_at 0.03297239562463213 Attrib 200707_at -0.038281311599395976 Attrib 200708_at -0.04048785399783297 Attrib 200709_at -0.043844627473784877 Attrib 200710_at -0.051784271718434444 Attrib 200711_s_at 0.07117437620624367 Attrib 200712_s_at -0.04583289303505315 Attrib 200713_s_at -0.025546753665982806 Attrib 200714_x_at 3.389138788110193E-4 Attrib 200715_x_at 0.024601643007950032 Attrib 200716_x_at 0.029038146422243404 Attrib 200717_x_at -0.012963510425026942 Attrib 200718_s_at 0.040614912896964527 Attrib 200719_at 0.026886961516622777 Attrib 200720_s_at 0.047761732865082784 Attrib 200721_s_at -0.021895906873552452 Attrib 200722_s_at -0.05476466640541599 Attrib 200723_s_at -0.024883019192309945 Attrib 200724_at 0.07110298624693744 Attrib 200725_x_at 1.8717549482308491E-4 Attrib 200726_at -0.009460982100207273 Attrib 200727_s_at 0.05445600546039577 Attrib 200728_at -0.010551826948982134 Attrib 200729_s_at 0.013532805996265565 Attrib 200730_s_at -0.03821973345214044 Attrib 200731_s_at 0.02205905336763194 Attrib 200732_s_at -0.001102498543606344 Attrib 200733_s_at 0.025587241539371162 Attrib 200734_s_at -0.020149587498857865 Attrib 200735_x_at 0.05394097824031585 Attrib 200736_s_at 0.033942038534028746 Attrib 200737_at -0.04095659478790553 Attrib 200738_s_at -0.02118624780014666 Attrib 200739_s_at -0.038176522720540604 Attrib 200740_s_at -0.006405745985161519 Attrib 200741_s_at 0.03463602474388029 Attrib 200742_s_at 0.036010319041924616 Attrib 200743_s_at -7.055605967839851E-4 Attrib 200744_s_at 0.02199493507175425 Attrib 200745_s_at 0.038828430805027826 Attrib 200746_s_at 0.04219752248626931 Attrib 200747_s_at -0.01690833912079351 Attrib 200748_s_at -0.0020813459041216877 Attrib 200749_at -0.03283184257447299 Attrib 200750_s_at 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Attrib 200951_s_at -0.021981583711826385 Attrib 200952_s_at -0.004455131091210835 Attrib 200953_s_at -0.0076931989381850375 Attrib 200954_at -0.03366775545295093 Attrib 200955_at -0.0030150964077011798 Attrib 200956_s_at -0.020585511904779436 Attrib 200957_s_at -0.036044684668267345 Attrib 200958_s_at 0.014478888081427579 Attrib 200959_at 4.478910561346795E-4 Attrib 200960_x_at 0.020017798831383708 Attrib 200961_at -0.02702332476595082 Attrib 200962_at 0.01304306176045915 Attrib 200963_x_at -0.007092797261309337 Attrib 200964_at 0.04960509843343102 Attrib 200965_s_at -0.009469538132806408 Attrib 200966_x_at 0.04106730025633273 Attrib 200967_at -0.0399322282707725 Attrib 200968_s_at 0.02284026593818232 Attrib 200969_at 0.04543567007062697 Attrib 200970_s_at -0.016240891897135526 Attrib 200971_s_at 0.034456842529827475 Attrib 200972_at -0.05267713804933689 Attrib 200973_s_at -0.026975247833055965 Attrib 200974_at 0.0014715422244005942 Attrib 200975_at 0.04205149567180094 Attrib 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Attrib AFFX-hum_alu_at -0.013613820546801464 Attrib AFFX-HUMGAPDH/M33197_3_at -0.044179659952166266 Attrib AFFX-HUMGAPDH/M33197_5_at -3.2276884697412037E-4 Attrib AFFX-HUMGAPDH/M33197_M_at -0.018193148932336117 Attrib AFFX-HUMISGF3A/M97935_3_at 0.05105357319540866 Attrib AFFX-HUMISGF3A/M97935_5_at 0.006868301227186016 Attrib AFFX-HUMISGF3A/M97935_MA_at 0.05885006357159465 Attrib AFFX-HUMISGF3A/M97935_MB_at -0.008567596113776655 Attrib AFFX-HUMRGE/M10098_3_at -0.045658870675739656 Attrib AFFX-HUMRGE/M10098_5_at -0.005860960403770257 Attrib AFFX-HUMRGE/M10098_M_at -0.03244538266477978 Attrib AFFX-LysX-3_at 0.044862941310099054 Attrib AFFX-LysX-5_at -0.046544709572549255 Attrib AFFX-LysX-M_at -0.002319358663770907 Attrib AFFX-M27830_3_at 0.012016710842639439 Attrib AFFX-M27830_5_at -4.034183666095733E-4 Attrib AFFX-M27830_M_at 0.05067147445941914 Attrib AFFX-PheX-3_at -0.028078099639300146 Attrib AFFX-PheX-5_at 0.02031806430736026 Attrib AFFX-PheX-M_at -0.025927142035586714 Attrib AFFX-r2-Bs-dap-3_at 0.01989451966731173 Attrib AFFX-r2-Bs-dap-5_at -0.03362387867561845 Attrib AFFX-r2-Bs-dap-M_at 0.001214982993743605 Attrib AFFX-r2-Bs-lys-3_at 0.029184951066698366 Attrib AFFX-r2-Bs-lys-5_at 0.058137396052456124 Attrib AFFX-r2-Bs-lys-M_at 0.013508262999679404 Attrib AFFX-r2-Bs-phe-3_at -0.040396040053084774 Attrib AFFX-r2-Bs-phe-5_at 0.045815927511250645 Attrib AFFX-r2-Bs-phe-M_at 0.046145442492367 Attrib AFFX-r2-Bs-thr-3_s_at 0.009576437465751453 Attrib AFFX-r2-Bs-thr-5_s_at 0.059743545464993546 Attrib AFFX-r2-Bs-thr-M_s_at 0.01502010903855178 Attrib AFFX-r2-Ec-bioB-3_at 0.030877674736282272 Attrib AFFX-r2-Ec-bioB-5_at 0.013205146289508342 Attrib AFFX-r2-Ec-bioB-M_at 0.02354313879511879 Attrib AFFX-r2-Ec-bioC-3_at -0.015216798128269588 Attrib AFFX-r2-Ec-bioC-5_at 0.049800513853131355 Attrib AFFX-r2-Ec-bioD-3_at 0.010384850555384618 Attrib AFFX-r2-Ec-bioD-5_at 0.025174805809117545 Attrib AFFX-r2-P1-cre-3_at -0.01145492545480628 Attrib AFFX-r2-P1-cre-5_at 0.02744890915500113 Attrib AFFX-ThrX-3_at -0.025274141786621376 Attrib AFFX-ThrX-5_at -0.008700668823847688 Attrib AFFX-ThrX-M_at -0.015081202781614894 Attrib AFFX-TrpnX-3_at -0.021576845274779963 Attrib AFFX-TrpnX-5_at 0.026010258415690116 Attrib AFFX-TrpnX-M_at -0.06492107486108425 Class tumoral_basal Input Node 0 Class tumoral_non_BLC Input Node 1 Class normal_breast Input Node 2 Time taken to build model: 877.39 seconds Time taken to test model on training data: 1.36 seconds === Error on training data === Correctly Classified Instances 45 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0101 Root mean squared error 0.0146 Relative absolute error 2.4521 % Root relative squared error 3.2248 % Total Number of Instances 45 === 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_basal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 tumoral_non_BLC 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal_breast Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b c <-- classified as 17 0 0 | a = tumoral_basal 0 21 0 | b = tumoral_non_BLC 0 0 7 | c = normal_breast Time taken to perform cross-validation: 2225.97 seconds === Stratified cross-validation === Correctly Classified Instances 42 93.3333 % Incorrectly Classified Instances 3 6.6667 % Kappa statistic 0.8925 Mean absolute error 0.068 Root mean squared error 0.1877 Relative absolute error 16.4315 % Root relative squared error 41.368 % Total Number of Instances 45 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,882 0,036 0,938 0,882 0,909 0,858 0,987 0,977 tumoral_basal 0,952 0,042 0,952 0,952 0,952 0,911 0,986 0,988 tumoral_non_BLC 1,000 0,026 0,875 1,000 0,933 0,923 0,996 0,982 normal_breast Weighted Avg. 0,933 0,037 0,935 0,933 0,933 0,893 0,988 0,983 === Confusion Matrix === a b c <-- classified as 15 1 1 | a = tumoral_basal 1 20 0 | b = tumoral_non_BLC 0 0 7 | c = normal_breast