Added the CNN results

results/OHBM/cnn_ensemble/batches.log

+epoch;accuracy;loss;val_accuracy;val_loss
+0;0.5875491499900818;0.6659976840019226;0.6092477440834045;0.6417913436889648
+1;0.74156254529953;0.5163311958312988;0.7508626580238342;0.5115671157836914
+2;0.7928083539009094;0.438839316368103;0.7775017023086548;0.4743918776512146
+3;0.8165850043296814;0.39695948362350464;0.7409247756004333;0.529633641242981
+4;0.8353578448295593;0.3628694713115692;0.8124223351478577;0.41056784987449646
+5;0.8506453037261963;0.3330813944339752;0.7863354086875916;0.46038877964019775
+6;0.8675202131271362;0.3050267696380615;0.8169772028923035;0.3951556980609894
+7;0.877941906452179;0.2815503478050232;0.6506556272506714;0.7704821228981018
+8;0.8877769112586975;0.2593119740486145;0.8466528654098511;0.3536612391471863
+9;0.8987507820129395;0.2409103512763977;0.7824706435203552;0.49698972702026367
+10;0.9074125289916992;0.22233478724956512;0.7050379514694214;0.7252293229103088
+11;0.9140382409095764;0.20651324093341827;0.7440993785858154;0.5348172783851624
+12;0.9192835688591003;0.19216562807559967;0.7998619675636292;0.4504354000091553
+13;0.9237352609634399;0.18124383687973022;0.8256728649139404;0.4014367163181305
+14;0.9320864081382751;0.1657242327928543;0.877156674861908;0.3031725585460663
+15;0.9368141293525696;0.1531081646680832;0.806625247001648;0.45767056941986084
+16;0.9385395646095276;0.15185539424419403;0.8734299540519714;0.32968658208847046
+17;0.9451997876167297;0.13350073993206024;0.6837819218635559;0.6738985776901245
+18;0.9498584866523743;0.12292740494012833;0.8154589533805847;0.5010896921157837
+19;0.951790988445282;0.12091190367937088;0.8309178948402405;0.4483512341976166
+20;0.9535164833068848;0.11521191895008087;0.8074533939361572;0.5046972632408142
+21;0.959244966506958;0.10385260730981827;0.884748101234436;0.3129843771457672
+22;0.9611429572105408;0.09961634874343872;0.8603174686431885;0.4382668137550354
+23;0.9642487168312073;0.09132235497236252;0.8541063070297241;0.47109338641166687
+24;0.9668369293212891;0.08646952360868454;0.7082125544548035;0.7687696814537048
+25;0.9680101871490479;0.08199518918991089;0.6717736124992371;1.2506794929504395
+26;0.9718061685562134;0.07407334446907043;0.8835058808326721;0.41100606322288513
+27;0.9726689457893372;0.07314886152744293;0.8705313801765442;0.4400164484977722
+28;0.9701842665672302;0.07471971213817596;0.6699792742729187;0.7293267846107483
+29;0.9731520414352417;0.06954959034919739;0.5786059498786926;1.6784828901290894
+30;0.9752225875854492;0.065367192029953;0.8183574676513672;0.7403916120529175
+31;0.9766029119491577;0.059033043682575226;0.770600438117981;0.7083357572555542
+32;0.9789495468139648;0.05680383741855621;0.8327122330665588;0.6124665141105652
+33;0.9790875911712646;0.055717550218105316;0.6035887002944946;1.4369581937789917
+34;0.9778452515602112;0.05751459300518036;0.6545203328132629;1.3149535655975342
+35;0.9804334044456482;0.052161671221256256;0.8822636008262634;0.39497989416122437
+36;0.9819863438606262;0.049157820641994476;0.889164924621582;0.44437649846076965
+37;0.9799503087997437;0.05511220172047615;0.8615596890449524;0.5541974902153015
+38;0.9803644418716431;0.05124522000551224;0.6886128187179565;1.0067658424377441
+39;0.9835047125816345;0.04523058980703354;0.849965512752533;0.6955593228340149
+40;0.9827800393104553;0.04602935165166855;0.7982056736946106;0.6502631902694702
+41;0.9846435189247131;0.041405681520700455;0.8763285279273987;0.4983951151371002
+42;0.9840568900108337;0.04265547916293144;0.8683229684829712;0.4847126603126526
+43;0.9859893918037415;0.03850685805082321;0.7758454084396362;0.9089817404747009
+44;0.9843329191207886;0.04120751470327377;0.7279503345489502;0.9436846971511841
+45;0.9871971607208252;0.03438194468617439;0.7899240851402283;0.798458993434906
+46;0.9848850965499878;0.039514921605587006;0.8244306445121765;0.6615956425666809
+47;0.9867830872535706;0.0357394814491272;0.7187025547027588;1.1363469362258911
+48;0.9870591759681702;0.03465910628437996;0.6611456274986267;1.5265125036239624
+49;0.9862999320030212;0.036480411887168884;0.6756383776664734;1.6250169277191162
+0;0.5953136682510376;0.6596592664718628;0.5182884931564331;1.6386793851852417
+1;0.7611291408538818;0.48809814453125;0.7831608057022095;0.4633541703224182
+2;0.8036441206932068;0.42317619919776917;0.7942029237747192;0.44453704357147217
+3;0.822037398815155;0.388094961643219;0.8070393204689026;0.4176381528377533
+4;0.8386362195014954;0.36076176166534424;0.8042787909507751;0.4168516993522644
+5;0.8547173738479614;0.32891303300857544;0.7247757315635681;0.5499898791313171
+6;0.867865264415741;0.3023686707019806;0.7877156734466553;0.4484615921974182
+7;0.8803229928016663;0.27607056498527527;0.7699102759361267;0.5043509006500244
+8;0.8945061564445496;0.25031542778015137;0.8063492178916931;0.42922160029411316
+9;0.9023742079734802;0.2333722561597824;0.8623878359794617;0.3175026774406433
+10;0.9107943773269653;0.21395152807235718;0.8554865717887878;0.33553948998451233
+11;0.9170405268669128;0.1986750364303589;0.8532781004905701;0.350088894367218
+12;0.9261853694915771;0.18115146458148956;0.8376811742782593;0.36636680364608765
+13;0.9312236905097961;0.17021118104457855;0.8753623366355896;0.29535573720932007
+14;0.9366760849952698;0.1570151448249817;0.802208423614502;0.44436633586883545
+15;0.939850926399231;0.14705884456634521;0.8311939239501953;0.38189053535461426
+16;0.9444751143455505;0.1389712542295456;0.7681159377098083;0.5006222128868103
+17;0.9490647912025452;0.1285569816827774;0.8636301159858704;0.3432031273841858
+18;0.9520325660705566;0.11770610511302948;0.8854382038116455;0.31650787591934204
+19;0.9532058835029602;0.11429283767938614;0.8727397918701172;0.33434444665908813
+20;0.9593139886856079;0.10372313112020493;0.8829537630081177;0.3482724130153656
+21;0.9621782302856445;0.09502650052309036;0.8928916454315186;0.2945097088813782
+22;0.9650769829750061;0.08874127268791199;0.6364389061927795;0.9622135162353516
+23;0.9664918184280396;0.08466074615716934;0.8703933954238892;0.3646218776702881
+24;0.9681482315063477;0.08052407950162888;0.8811594247817993;0.4299401044845581
+25;0.9708744287490845;0.0740625336766243;0.8888888955116272;0.33004868030548096
+26;0.9721512794494629;0.07195713371038437;0.877156674861908;0.4348483383655548
+27;0.9755331873893738;0.06425441801548004;0.7751553058624268;0.5178602337837219
+28;0.9743943810462952;0.06637094169855118;0.8720496892929077;0.43524736166000366
+29;0.9757747054100037;0.06243763864040375;0.8708074688911438;0.40221622586250305
+30;0.977948784828186;0.05595420300960541;0.866252601146698;0.477130651473999
+31;0.9776726961135864;0.05924601852893829;0.8964803218841553;0.3750043213367462
+32;0.9798812866210938;0.05213867500424385;0.870669424533844;0.43104612827301025
+33;0.9804679155349731;0.052134010940790176;0.8685990571975708;0.5634754300117493
+34;0.9801573753356934;0.05191614106297493;0.7736369967460632;0.6334931254386902
+35;0.982158899307251;0.047711081802845;0.743547260761261;0.7064224481582642
+36;0.9825729727745056;0.04668711870908737;0.8165631294250488;0.48143959045410156
+37;0.9817102551460266;0.046972040086984634;0.8876466751098633;0.455966591835022
+38;0.9825039505958557;0.0460454560816288;0.8884748220443726;0.4061102867126465
+39;0.983884334564209;0.045837342739105225;0.8928916454315186;0.4455638825893402
+40;0.9829525947570801;0.04496586695313454;0.8247066736221313;0.49471065402030945
+41;0.9855407476425171;0.03893258422613144;0.6252588033676147;0.9568926095962524
+42;0.9876803159713745;0.03515193238854408;0.8230503797531128;0.6018373966217041
+43;0.9862999320030212;0.03724661469459534;0.7494823932647705;0.8344995379447937
+44;0.9871971607208252;0.03398929163813591;0.8785369396209717;0.46021199226379395
+45;0.9851611852645874;0.03855787590146065;0.8585231304168701;0.521691083908081
+46;0.9892677068710327;0.030445940792560577;0.751000702381134;0.8635562062263489
+47;0.9871626496315002;0.035051412880420685;0.870669424533844;0.5420611500740051
+48;0.9867140650749207;0.03666989877820015;0.8739820718765259;0.46646785736083984
+49;0.9888536334037781;0.02977761998772621;0.747826099395752;0.8735901713371277
+0;0.6134308576583862;0.642636775970459;0.6060731410980225;0.7303263545036316
+1;0.7647180557250977;0.4828663170337677;0.7758454084396362;0.47078466415405273
+2;0.7956380844116211;0.43767082691192627;0.7915803790092468;0.43495815992355347
+3;0.816136360168457;0.40304166078567505;0.7011732459068298;0.6524255275726318
+4;0.8285595774650574;0.37708187103271484;0.8147687911987305;0.4184681475162506
+5;0.8439505696296692;0.34869587421417236;0.8223602771759033;0.3982742428779602
+6;0.8604113459587097;0.32065415382385254;0.7338854670524597;0.6370660662651062
+7;0.8710401058197021;0.29330113530158997;0.6407177448272705;0.7979953289031982
+8;0.8862930536270142;0.2673616409301758;0.8418219685554504;0.3798931837081909
+9;0.8952999114990234;0.24812959134578705;0.8171152472496033;0.4401874244213104
+10;0.9050313830375671;0.22952018678188324;0.8538302183151245;0.33637121319770813
+11;0.9105528593063354;0.2148934006690979;0.8430641889572144;0.3810632824897766
+12;0.9182483553886414;0.1961330622434616;0.856590747833252;0.3587788939476013
+13;0.9240112900733948;0.1878894567489624;0.8380952477455139;0.4110821783542633
+14;0.927117109298706;0.17497585713863373;0.8356107473373413;0.41411322355270386
+15;0.9343295097351074;0.16148866713047028;0.868461012840271;0.3245062530040741
+16;0.9401615262031555;0.1473083198070526;0.7910283207893372;0.48036062717437744
+17;0.9428532123565674;0.14175349473953247;0.8332642912864685;0.4364979565143585
+18;0.9445786476135254;0.13537482917308807;0.8407177329063416;0.457083523273468
+19;0.9472703337669373;0.12820029258728027;0.6801932454109192;1.0090669393539429
+20;0.9530678391456604;0.11728876084089279;0.7020013928413391;0.7371132373809814
+21;0.9563117027282715;0.10976208001375198;0.843478262424469;0.44704005122184753
+22;0.961004912853241;0.10295705497264862;0.8040027618408203;0.5159688591957092
+23;0.9608323574066162;0.0993359163403511;0.8234644532203674;0.6254575252532959
+24;0.9630064368247986;0.09176094084978104;0.8527260422706604;0.46362513303756714
+25;0.9657671451568604;0.08871791511774063;0.8169772028923035;0.6011769771575928
+26;0.9679756760597229;0.08253635466098785;0.8420979976654053;0.5036073327064514
+27;0.9689419269561768;0.08025043457746506;0.7483782172203064;0.9519714117050171
+28;0.9721167683601379;0.0728074386715889;0.8274672031402588;0.6612133979797363
+29;0.9716336727142334;0.0752033144235611;0.824982762336731;0.6017178297042847
+30;0.973842203617096;0.07073837518692017;0.8191856741905212;0.6419214010238647
+31;0.9736006855964661;0.06836843490600586;0.7780538201332092;0.9118936657905579
+32;0.9733591079711914;0.07009628415107727;0.7552794814109802;0.7811390161514282
+33;0.9772931337356567;0.06023053452372551;0.7360938787460327;0.8096026182174683
+34;0.977120578289032;0.06006613001227379;0.8746721744537354;0.44921594858169556
+35;0.9780868291854858;0.05680299550294876;0.8886128067970276;0.41376593708992004
+36;0.9785699248313904;0.056708354502916336;0.8409937620162964;0.5584104061126709
+37;0.9807785153388977;0.05227002874016762;0.8770186305046082;0.5346630811691284
+38;0.9800538420677185;0.052793316543102264;0.7671497464179993;0.7700784206390381
+39;0.9816067218780518;0.04633557051420212;0.7757073640823364;0.9936439990997314
+40;0.9803644418716431;0.05126210302114487;0.7860593795776367;1.0248181819915771
+41;0.9836427569389343;0.04465016722679138;0.741338849067688;1.02724289894104
+42;0.9811236262321472;0.049285970628261566;0.8086956739425659;0.8802265524864197
+43;0.9836082458496094;0.04705311357975006;0.8169772028923035;0.7241573333740234
+44;0.9828145503997803;0.04554244503378868;0.8115941882133484;0.8746370077133179
+45;0.9861618876457214;0.038093261420726776;0.8429261445999146;0.7648850679397583
+46;0.9871281385421753;0.03736034780740738;0.7639751434326172;0.8570581674575806
+47;0.9849196076393127;0.040808167308568954;0.7882677912712097;0.9957389235496521
+48;0.9856442809104919;0.03872561827301979;0.8473429679870605;0.6188566088676453
+49;0.986472487449646;0.03859560564160347;0.7602484226226807;0.7640299201011658
+0;0.5759541988372803;0.6648288369178772;0.6571428775787354;0.8004770278930664
+1;0.7630961537361145;0.48969244956970215;0.6652864217758179;0.7149019241333008
+2;0.8053351044654846;0.42033201456069946;0.772946834564209;0.47355565428733826
+3;0.8237283229827881;0.38651975989341736;0.8194617033004761;0.40182432532310486
+4;0.8380840420722961;0.3597259521484375;0.7285023927688599;0.5479631423950195
+5;0.8563047647476196;0.3281640112400055;0.8291235566139221;0.38374054431915283
+6;0.8660017848014832;0.30393028259277344;0.8153209090232849;0.3978814482688904
+7;0.8794257640838623;0.2782420516014099;0.816287100315094;0.405506432056427
+8;0.8915383815765381;0.25677523016929626;0.8080055117607117;0.4520416557788849
+9;0.8979225754737854;0.23618996143341064;0.7986197471618652;0.4302197992801666
+10;0.9078266024589539;0.21821542084217072;0.8441683650016785;0.3804699778556824
+11;0.9161432981491089;0.20359668135643005;0.8710834980010986;0.30572938919067383
+12;0.9226309657096863;0.18454045057296753;0.8650103807449341;0.3366662561893463
+13;0.9313962459564209;0.1702454686164856;0.8721877336502075;0.32289767265319824
+14;0.9356063008308411;0.15834134817123413;0.866390585899353;0.358191579580307
+15;0.9357443451881409;0.15449075400829315;0.8654244542121887;0.34448617696762085
+16;0.9438884854316711;0.13843362033367157;0.853140115737915;0.367959588766098
+17;0.9465456604957581;0.1346794068813324;0.8681849837303162;0.3409760594367981
+18;0.9510318040847778;0.12237300723791122;0.806625247001648;0.49890103936195374
+19;0.957657516002655;0.1117183268070221;0.8401656150817871;0.4008484184741974
+20;0.9582442045211792;0.10650179535150528;0.7530710697174072;0.7088299989700317
+21;0.960142195224762;0.10189159214496613;0.8826777338981628;0.322049617767334
+22;0.9633514881134033;0.09500426799058914;0.8895789980888367;0.32916662096977234
+23;0.9635240435600281;0.09326154738664627;0.811042070388794;0.5016536116600037
+24;0.9675961136817932;0.08348514884710312;0.8425120711326599;0.41893330216407776
+25;0.9666298627853394;0.08535955101251602;0.7429951429367065;0.763941764831543
+26;0.9693905711174011;0.07910985499620438;0.8734299540519714;0.3643494248390198
+27;0.973773181438446;0.07030004262924194;0.718426525592804;0.8295164704322815
+28;0.9745669364929199;0.06730546057224274;0.7182884812355042;0.6613323092460632
+29;0.9739112257957458;0.06734197586774826;0.8414078950881958;0.41680699586868286
+30;0.9771550893783569;0.059989478439092636;0.8821256160736084;0.3568744957447052
+31;0.9750845432281494;0.06636033952236176;0.8358868360519409;0.5067021250724792
+32;0.9767409563064575;0.059949979186058044;0.8089717030525208;0.48687830567359924
+33;0.9798467755317688;0.052973438054323196;0.8895789980888367;0.4174205958843231
+34;0.9806404709815979;0.05198125168681145;0.8462387919425964;0.43663835525512695
+35;0.9809165596961975;0.050926707684993744;0.8792270421981812;0.4253958463668823
+36;0.9822969436645508;0.0489950068295002;0.8697032332420349;0.41362133622169495
+37;0.9808130264282227;0.04980352520942688;0.8698412775993347;0.5531616806983948
+38;0.9826074838638306;0.04674884304404259;0.6884748339653015;0.9440109133720398
+39;0.981468677520752;0.04753546416759491;0.8129744529724121;0.7017194032669067
+40;0.9834011793136597;0.04391661286354065;0.8926156163215637;0.4125475585460663
+41;0.9871281385421753;0.03651078790426254;0.7420290112495422;0.7097376585006714
+42;0.9820208549499512;0.04804307222366333;0.8721877336502075;0.3985663950443268
+43;0.9867485761642456;0.03585134074091911;0.7363699078559875;0.7428156733512878
+44;0.9859203696250916;0.03767611086368561;0.8797791600227356;0.48716306686401367
+45;0.9873006939888;0.034870341420173645;0.7378882169723511;0.8518052101135254
+46;0.9831251502037048;0.047127120196819305;0.8393374681472778;0.49700143933296204
+47;0.9857133030891418;0.0370221845805645;0.882539689540863;0.4600583612918854
+48;0.9879909157752991;0.03265931084752083;0.8458247184753418;0.5212200284004211
+49;0.9854372143745422;0.038105424493551254;0.8818495273590088;0.4397183358669281
+0;0.6683000922203064;0.5881448984146118;0.7316769957542419;0.6395809650421143
+1;0.7852509021759033;0.450373113155365;0.7940648794174194;0.4377261996269226
+2;0.8124439120292664;0.4062140882015228;0.8002760410308838;0.4373267889022827
+3;0.8277658820152283;0.3763357400894165;0.787025511264801;0.47278499603271484
+4;0.8419835567474365;0.3512009382247925;0.8238785266876221;0.3859238624572754
+5;0.854130744934082;0.3272089958190918;0.7893719673156738;0.5236796736717224
+6;0.8704534769058228;0.2996101677417755;0.8060731291770935;0.42027977108955383
+7;0.8825660943984985;0.2743792235851288;0.6970324516296387;0.637311577796936
+8;0.8920905590057373;0.24966645240783691;0.7660455703735352;0.49229806661605835
+9;0.9030298590660095;0.23076249659061432;0.7910283207893372;0.5062369108200073
+10;0.9131755232810974;0.20935359597206116;0.8129744529724121;0.46490365266799927
+11;0.9230105876922607;0.18994265794754028;0.866252601146698;0.3232031762599945
+12;0.9277728199958801;0.17517268657684326;0.8109040856361389;0.4511100947856903
+13;0.9337428212165833;0.1634548306465149;0.7550034523010254;0.6370905041694641
+14;0.938919186592102;0.15161541104316711;0.8648723363876343;0.3315387964248657
+15;0.9445441365242004;0.13732337951660156;0.8782608509063721;0.31262508034706116
+16;0.9471668004989624;0.1306610256433487;0.7014492750167847;0.7027690410614014
+17;0.954206645488739;0.1191878542304039;0.8835058808326721;0.2979317605495453
+18;0.9569673538208008;0.11105921119451523;0.5994479060173035;1.1885627508163452
+19;0.9586237668991089;0.10211963951587677;0.8741200566291809;0.358771413564682
+20;0.960107684135437;0.09852218627929688;0.8788129687309265;0.3162361681461334
+21;0.9658016562461853;0.08837369829416275;0.8859903216362;0.34624937176704407
+22;0.9674925804138184;0.0853009894490242;0.886956512928009;0.3779943585395813
+23;0.9679412245750427;0.08097299933433533;0.8547964096069336;0.3819237947463989
+24;0.9713920950889587;0.07439553737640381;0.8926156163215637;0.3269212245941162
+25;0.973773181438446;0.06952481716871262;0.818495512008667;0.5213053226470947
+26;0.9746014475822449;0.06690952181816101;0.8121463060379028;0.5251126289367676
+27;0.9756711721420288;0.06301873177289963;0.6492753624916077;1.1995936632156372
+28;0.9773276448249817;0.061844486743211746;0.7694962024688721;0.6478196382522583
+29;0.9791221022605896;0.05358189716935158;0.8800551891326904;0.41321438550949097
+30;0.9794671535491943;0.054509732872247696;0.883781909942627;0.383851557970047
+31;0.9795016646385193;0.05316682532429695;0.8895789980888367;0.40091606974601746
+32;0.9816757440567017;0.04722513258457184;0.8897170424461365;0.4192144572734833
+33;0.9817102551460266;0.050145361572504044;0.8840579986572266;0.41027480363845825
+34;0.9829180836677551;0.04515507444739342;0.8372671008110046;0.5511378049850464
+35;0.9834356904029846;0.04553219676017761;0.8603174686431885;0.513424277305603
+36;0.9851611852645874;0.040779467672109604;0.8334023356437683;0.6079146265983582
+37;0.9845744967460632;0.04306085407733917;0.8191856741905212;0.637920618057251
+38;0.9845399856567383;0.04231315478682518;0.8422360420227051;0.6051537394523621
+39;0.985609769821167;0.03996659815311432;0.7810903787612915;0.7231553196907043
+40;0.9864034652709961;0.03687221184372902;0.8939958810806274;0.44444236159324646
+41;0.9874387383460999;0.033657826483249664;0.8064872622489929;0.6591091156005859
+42;0.9886120557785034;0.03210468217730522;0.8819875717163086;0.4260459542274475
+43;0.9859893918037415;0.03774571046233177;0.8991028070449829;0.4246087968349457
+44;0.9898889064788818;0.028389202430844307;0.6928916573524475;1.30232834815979
+45;0.9860239028930664;0.037385717034339905;0.8974465131759644;0.42504382133483887
+46;0.9884395003318787;0.03266832232475281;0.8928916454315186;0.4237724244594574
+47;0.9909241199493408;0.0245486069470644;0.7472739815711975;0.9512647986412048
+48;0.987335205078125;0.03453516960144043;0.8367149829864502;0.5815234780311584
+49;0.9895783066749573;0.028951218351721764;0.8623878359794617;0.5441285371780396

results/OHBM/cnn_ensemble/cnn_ensemble_df_best_model.csv

+best_model_train_loss,best_model_val_loss,best_model_train_acc,best_model_val_acc
+0.04306085407733917,0.22768545150756836,0.9845744967460632,0.9108350586611457

results/OHBM/cnn_ensemble/cnn_ensemble_history.csv

+loss,accuracy,val_loss,val_accuracy
+0.5881448984146118,0.6683000922203064,0.542445182800293,0.7456176673567978
+0.450373113155365,0.7852509021759033,0.43849435448646545,0.8031746031746032
+0.4062140882015228,0.8124439120292664,0.40914323925971985,0.8178053830227743
+0.3763357400894165,0.8277658820152283,0.4021022617816925,0.8220841959972395
+0.3512009382247925,0.8419835567474365,0.37622183561325073,0.8354727398205659
+0.3272089958190918,0.854130744934082,0.37701696157455444,0.8353347135955832
+0.2996101677417755,0.8704534769058228,0.36067256331443787,0.8454106280193237
+0.2743792235851288,0.8825660943984985,0.4189978539943695,0.8372670807453416
+0.24966645240783691,0.8920905590057373,0.3443162441253662,0.8618357487922705
+0.23076249659061432,0.9030298590660095,0.3187393546104431,0.8677708764665286
+0.20935359597206116,0.9131755232810974,0.31983938813209534,0.8611456176673568
+0.18994265794754028,0.9230105876922607,0.2846546769142151,0.8865424430641822
+0.17517268657684326,0.9277728199958801,0.2940806746482849,0.8810213940648723
+0.1634548306465149,0.9337428212165833,0.2924601435661316,0.8777087646652864
+0.15161541104316711,0.938919186592102,0.2642154097557068,0.8930296756383713
+0.13732337951660156,0.9445441365242004,0.2618846893310547,0.8979986197377502
+0.1306610256433487,0.9471668004989624,0.3324805796146393,0.8766045548654244
+0.1191878542304039,0.954206645488739,0.28171733021736145,0.8944099378881988
+0.11105921119451523,0.9569673538208008,0.30583834648132324,0.8930296756383713
+0.10211963951587677,0.9586237668991089,0.3100980520248413,0.8726017943409248
+0.09852218627929688,0.960107684135437,0.3086910545825958,0.8837819185645273
+0.08837369829416275,0.9658016562461853,0.21954958140850067,0.9089026915113871
+0.0853009894490242,0.9674925804138184,0.27418917417526245,0.9011732229123534
+0.08097299933433533,0.9679412245750427,0.25278550386428833,0.9002070393374741
+0.07439553737640381,0.9713920950889587,0.2572042644023895,0.8984126984126984
+0.06952481716871262,0.973773181438446,0.3096548914909363,0.8864044168391995
+0.06690952181816101,0.9746014475822449,0.2369784563779831,0.904071773636991
+0.06301873177289963,0.9756711721420288,0.3666507601737976,0.8506556245686681
+0.061844486743211746,0.9773276448249817,0.33761829137802124,0.8742581090407178
+0.05358189716935158,0.9791221022605896,0.29987868666648865,0.8895790200138026
+0.054509732872247696,0.9794671535491943,0.22794266045093536,0.9095928226363009
+0.05316682532429695,0.9795016646385193,0.24974025785923004,0.9089026915113871
+0.04722513258457184,0.9816757440567017,0.2672804296016693,0.893167701863354
+0.050145361572504044,0.9817102551460266,0.29554009437561035,0.8971704623878537
+0.04515507444739342,0.9829180836677551,0.3161299228668213,0.8732919254658386
+0.04553219676017761,0.9834356904029846,0.24429000914096832,0.904623878536922
+0.040779467672109604,0.9851611852645874,0.25079500675201416,0.8967563837129054
+0.04306085407733917,0.9845744967460632,0.22768545150756836,0.9108350586611457
+0.04231315478682518,0.9845399856567383,0.34011775255203247,0.853416149068323
+0.03996659815311432,0.985609769821167,0.27293506264686584,0.8870945479641131
+0.03687221184372902,0.9864034652709961,0.2515823245048523,0.9064182194616978
+0.033657826483249664,0.9874387383460999,0.3467876613140106,0.8687370600414078
+0.03210468217730522,0.9886120557785034,0.25719019770622253,0.8966183574879227
+0.03774571046233177,0.9859893918037415,0.32062387466430664,0.8756383712905452
+0.028389202430844307,0.9898889064788818,0.29805707931518555,0.8926155969634231
+0.037385717034339905,0.9860239028930664,0.2604907751083374,0.9060041407867495
+0.03266832232475281,0.9884395003318787,0.3244354724884033,0.8636300897170462
+0.0245486069470644,0.9909241199493408,0.2839159071445465,0.9032436162870946
+0.03453516960144043,0.987335205078125,0.27999794483184814,0.8910973084886128
+0.028951218351721764,0.9895783066749573,0.3571220636367798,0.8396135265700483

results/OHBM/cnn_ensemble/info.log

+INFO:root:Started the Logging
+INFO:root:X training loaded.
+INFO:root:(129, 500, 36223)
+INFO:root:y training loaded.
+INFO:root:(1, 36223)
+INFO:root:Setting the shapes
+INFO:root:(36223, 500, 129)
+INFO:root:(36223, 1)
+INFO:root:Started running cnn. If you want to run other methods please choose another model in the config.py file.
+INFO:root:Parameters: 
+INFO:root:--------------- use residual : True
+INFO:root:--------------- depth        : 12
+INFO:root:--------------- batch size   : 64
+INFO:root:--------------- kernel size  : 64
+INFO:root:--------------- nb filters   : 16
+INFO:root:--------------- preprocessing: False
+INFO:root:Parameters: 
+INFO:root:--------------- use residual : True
+INFO:root:--------------- depth        : 12
+INFO:root:--------------- batch size   : 64
+INFO:root:--------------- kernel size  : 64
+INFO:root:--------------- nb filters   : 16
+INFO:root:--------------- preprocessing: False
+INFO:root:Parameters: 
+INFO:root:--------------- use residual : True
+INFO:root:--------------- depth        : 12
+INFO:root:--------------- batch size   : 64
+INFO:root:--------------- kernel size  : 64
+INFO:root:--------------- nb filters   : 16
+INFO:root:--------------- preprocessing: False
+INFO:root:Parameters: 
+INFO:root:--------------- use residual : True
+INFO:root:--------------- depth        : 12
+INFO:root:--------------- batch size   : 64
+INFO:root:--------------- kernel size  : 64
+INFO:root:--------------- nb filters   : 16
+INFO:root:--------------- preprocessing: False
+INFO:root:Parameters: 
+INFO:root:--------------- use residual : True
+INFO:root:--------------- depth        : 12
+INFO:root:--------------- batch size   : 64
+INFO:root:--------------- kernel size  : 64
+INFO:root:--------------- nb filters   : 16
+INFO:root:--------------- preprocessing: False
+INFO:root:**********
+
+INFO:root:--- Runtime: 6817.10343337059 seconds ---
+INFO:root:Finished Logging