deviation 1/5   epoch 1/120   F1 0.4600801447994639   accuracy 0.6438821752265861   precision 0.5050133689839572   recall 0.5144237437011696
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deviation 1/5   epoch 2/120   F1 0.49819790989872736   accuracy 0.6457703927492447   precision 0.5226938502673797   recall 0.5459194290113824
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deviation 1/5   epoch 3/120   F1 0.5570351788950635   accuracy 0.6631419939577039   precision 0.5622429041546688   recall 0.5942874501495513
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deviation 1/5   epoch 4/120   F1 0.6119663948201187   accuracy 0.6903323262839879   precision 0.6080033936651583   recall 0.640444310716614
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deviation 1/5   epoch 5/120   F1 0.6482544156962761   accuracy 0.7129909365558912   precision 0.6412381735911148   recall 0.6724683544303798
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deviation 1/5   epoch 6/120   F1 0.663221960407075   accuracy 0.7299848942598187   precision 0.6542497943233238   recall 0.6978872827150833
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deviation 1/5   epoch 7/120   F1 0.677417102718183   accuracy 0.7416918429003021   precision 0.6670120320855615   recall 0.7150435476342595
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deviation 1/5   epoch 8/120   F1 0.7036927723140488   accuracy 0.7571752265861027   precision 0.6925904977375565   recall 0.7324205039500782
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deviation 1/5   epoch 9/120   F1 0.7142446868122778   accuracy 0.7647280966767371   precision 0.7028126285479226   recall 0.7417192999927227
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deviation 1/5   epoch 10/120   F1 0.7134541055429615   accuracy 0.7643504531722054   precision 0.7019590703414232   recall 0.7414460823487465
deviation 1/5   epoch 11/120   F1 0.7158006244424622   accuracy 0.7673716012084593   precision 0.7036507610037022   recall 0.7465512948207171
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deviation 1/5   epoch 12/120   F1 0.7162105729965447   accuracy 0.7700151057401813   precision 0.7030620115178938   recall 0.7526859661119976
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deviation 1/5   epoch 13/120   F1 0.7184756507917388   accuracy 0.7700151057401813   precision 0.7059157754010695   recall 0.7506323073252207
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deviation 1/5   epoch 14/120   F1 0.7246178222693027   accuracy 0.7726586102719033   precision 0.7127468120115179   recall 0.7517623363544814
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deviation 1/5   epoch 15/120   F1 0.7241954917502393   accuracy 0.7726586102719033   precision 0.7121760592348828   recall 0.7521055123642528
deviation 1/5   epoch 16/120   F1 0.7235350723855609   accuracy 0.7737915407854985   precision 0.7107414644179351   recall 0.7554077854661847
deviation 1/5   epoch 17/120   F1 0.7257465240279899   accuracy 0.774546827794562   precision 0.7133047099958865   recall 0.7552738477916567
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deviation 1/5   epoch 18/120   F1 0.7233645919571035   accuracy 0.774546827794562   precision 0.7101655697243933   recall 0.7574776507125078
deviation 1/5   epoch 19/120   F1 0.7264476041811345   accuracy 0.7741691842900302   precision 0.7144487865076101   recall 0.7537764350453172
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deviation 1/5   epoch 20/120   F1 0.7239137399604494   accuracy 0.7719033232628398   precision 0.7121812011517894   recall 0.7505890497473766
deviation 1/5   epoch 21/120   F1 0.7266582551642509   accuracy 0.7764350453172205   precision 0.7135772315919375   recall 0.7591213212932204
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deviation 1/5   epoch 22/120   F1 0.7274411583064572   accuracy 0.775679758308157   precision 0.7150092554504319   recall 0.7565187918495547
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deviation 1/5   epoch 23/120   F1 0.7283956736276322   accuracy 0.7749244712990937   precision 0.7167266556972439   recall 0.7539341141314826
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deviation 1/5   epoch 24/120   F1 0.726665296141799   accuracy 0.7753021148036254   precision 0.7141556972439326   recall 0.7562922725101477
deviation 1/5   epoch 25/120   F1 0.731534305706391   accuracy 0.777190332326284   precision 0.7198503702180172   recall 0.7565892915011343
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deviation 1/5   epoch 26/120   F1 0.7289223272970404   accuracy 0.7768126888217523   precision 0.7164284245166599   recall 0.7579470896228402
deviation 1/5   epoch 27/120   F1 0.7339931002296253   accuracy 0.7760574018126888   precision 0.7241387289181407   recall 0.7523155065317507
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deviation 1/5   epoch 28/120   F1 0.7308455132150546   accuracy 0.774546827794562   precision 0.7204391197038256   recall 0.7512867742684711
deviation 1/5   epoch 29/120   F1 0.7325484875309899   accuracy 0.7787009063444109   precision 0.7204108391608393   recall 0.7592723643621847
deviation 1/5   epoch 30/120   F1 0.7314671175151192   accuracy 0.7790785498489426   precision 0.7186960098724805   recall 0.76118588968593
deviation 1/5   epoch 31/120   F1 0.7377858078052137   accuracy 0.7787009063444109   precision 0.7281160016454133   recall 0.7552273452938791
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deviation 1/5   epoch 32/120   F1 0.7338642171116398   accuracy 0.7794561933534743   precision 0.7218325791855205   recall 0.7599166184692501
deviation 1/5   epoch 33/120   F1 0.7364406408177053   accuracy 0.7813444108761329   precision 0.7243881118881119   recall 0.7621403765651105
deviation 1/5   epoch 34/120   F1 0.7374311197914687   accuracy 0.7783232628398792   precision 0.7278331962155491   recall 0.7546905929478543
deviation 1/5   epoch 35/120   F1 0.7340646747381114   accuracy 0.7794561933534743   precision 0.722117955573838   recall 0.759741626305172
deviation 1/5   epoch 36/120   F1 0.7378409361692249   accuracy 0.7809667673716012   precision 0.7266736939531058   recall 0.7600650700993159
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deviation 1/5   epoch 37/120   F1 0.7347756410256411   accuracy 0.7802114803625377   precision 0.7226835664335665   recall 0.7609137025255446
deviation 1/5   epoch 38/120   F1 0.7389093425723794   accuracy 0.7820996978851964   precision 0.7275221102426985   recall 0.7617698757734119
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deviation 1/5   epoch 39/120   F1 0.7359993100474342   accuracy 0.7817220543806647   precision 0.723529411764706   recall 0.7634642715369254
deviation 1/5   epoch 40/120   F1 0.7397894415970833   accuracy 0.7779456193353474   precision 0.7318310366104483   recall 0.7525719919668141
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deviation 1/5   epoch 41/120   F1 0.7394299804067637   accuracy 0.7828549848942599   precision 0.7278023447141094   recall 0.7630805807867684
deviation 1/5   epoch 42/120   F1 0.7398143361856468   accuracy 0.7828549848942599   precision 0.7283730974907445   recall 0.7627489578765454
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deviation 1/5   epoch 43/120   F1 0.7398624139448686   accuracy 0.7820996978851964   precision 0.7289489921842862   recall 0.7609874953016711
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deviation 1/5   epoch 44/120   F1 0.7397247845153485   accuracy 0.783987915407855   precision 0.7275092554504319   recall 0.7655280434965254
deviation 1/5   epoch 45/120   F1 0.739526956603286   accuracy 0.7813444108761329   precision 0.7289541341011929   recall 0.7595783535076845
deviation 1/5   epoch 46/120   F1 0.7392924755676704   accuracy 0.7820996978851964   precision 0.7280928630193335   recall 0.7614505630518626
deviation 1/5   epoch 47/120   F1 0.7396532988357051   accuracy 0.7847432024169184   precision 0.7269333607568902   recall 0.767476356275549
deviation 1/5   epoch 48/120   F1 0.7410508450483515   accuracy 0.7843655589123867   precision 0.729218942821884   recall 0.7652189595100602
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deviation 1/5   epoch 49/120   F1 0.7406653305513319   accuracy 0.7843655589123867   precision 0.7286481900452488   recall 0.7655713546647436
deviation 1/5   epoch 50/120   F1 0.7412670170518991   accuracy 0.783987915407855   precision 0.7297922665569725   recall 0.7641346619856496
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deviation 1/5   epoch 51/120   F1 0.7389381141087479   accuracy 0.783987915407855   precision 0.7263677498971617   recall 0.7662795620879452
deviation 1/5   epoch 52/120   F1 0.7416981994705374   accuracy 0.7828549848942599   precision 0.7312268613739201   recall 0.7612185386800967
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deviation 1/5   epoch 53/120   F1 0.7408853026189017   accuracy 0.783987915407855   precision 0.7292215137803373   recall 0.764469625059326
deviation 1/5   epoch 54/120   F1 0.7418142134280146   accuracy 0.7843655589123867   precision 0.7303604483751542   recall 0.7645409151803013
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deviation 1/5   epoch 55/120   F1 0.7405281391899636   accuracy 0.7836102719033232   precision 0.728938708350473   recall 0.7638945998187814
deviation 1/5   epoch 56/120   F1 0.7394830876697376   accuracy 0.7820996978851964   precision 0.7283782394076512   recall 0.7612941014687682
deviation 1/5   epoch 57/120   F1 0.7407830647546081   accuracy 0.7824773413897281   precision 0.7300879267791032   recall 0.7610987767057704
deviation 1/5   epoch 58/120   F1 0.7399793071735132   accuracy 0.7832326283987915   precision 0.7283705265322913   recall 0.7634877788324632
deviation 1/5   epoch 59/120   F1 0.7396224782447278   accuracy 0.7828549848942599   precision 0.728087721102427   recall 0.7629136781524888
deviation 1/5   epoch 60/120   F1 0.7408853026189017   accuracy 0.783987915407855   precision 0.7292215137803373   recall 0.764469625059326
deviation 1/5   epoch 61/120   F1 0.7381353798555157   accuracy 0.7820996978851964   precision 0.7263806046894282   recall 0.7624344774401216
deviation 1/5   epoch 62/120   F1 0.7398624139448686   accuracy 0.7820996978851964   precision 0.7289489921842862   recall 0.7609874953016711
deviation 1/5   epoch 63/120   F1 0.7380643911562583   accuracy 0.7828549848942599   precision 0.7258047099958864   recall 0.7643113209321571
deviation 1/5   epoch 64/120   F1 0.7409098849286382   accuracy 0.7836102719033232   precision 0.7295094611271082   recall 0.7635636599830973
deviation 1/5   epoch 65/120   F1 0.7465541936418814   accuracy 0.7854984894259819   precision 0.7369163924310983   recall 0.763262245204051
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deviation 1/5   epoch 66/120   F1 0.744576554291078   accuracy 0.7851208459214502   precision 0.7340651995063759   recall 0.7639558440334722
deviation 1/5   epoch 67/120   F1 0.7418947832979433   accuracy 0.7824773413897281   precision 0.7318001851090086   recall 0.7602537272504222
deviation 1/5   epoch 68/120   F1 0.7445675359152653   accuracy 0.7854984894259819   precision 0.7337772521596051   recall 0.7648086667831557
deviation 1/5   epoch 69/120   F1 0.7463757766434652   accuracy 0.7862537764350453   precision 0.736055121349239   recall 0.7650309581884047
deviation 1/5   epoch 70/120   F1 0.7412670170518991   accuracy 0.783987915407855   precision 0.7297922665569725   recall 0.7641346619856496
deviation 1/5   epoch 71/120   F1 0.7483439974814547   accuracy 0.7873867069486404   precision 0.7383304195804196   recall 0.7659666110782363
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deviation 1/5   epoch 72/120   F1 0.7452983810878548   accuracy 0.7854984894259819   precision 0.7349187577128753   recall 0.7642180505916236
deviation 1/5   epoch 73/120   F1 0.7463721496914922   accuracy 0.7866314199395771   precision 0.735767174002468   recall 0.7658751644432847
deviation 1/5   epoch 74/120   F1 0.7441689135720368   accuracy 0.7862537764350453   precision 0.7326306046894282   recall 0.7668994953085225
deviation 1/5   epoch 75/120   F1 0.7513334835850048   accuracy 0.7885196374622356   precision 0.7423179761415055   recall 0.7661403270985814
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deviation 1/5   epoch 76/120   F1 0.7474422957751148   accuracy 0.7881419939577039   precision 0.7363276429452901   recall 0.7684216481787687
deviation 1/5   epoch 77/120   F1 0.7490655427921136   accuracy 0.7888972809667674   precision 0.7383201357466063   recall 0.7687541450580037
deviation 1/5   epoch 78/120   F1 0.7538650024784237   accuracy 0.7888972809667674   precision 0.7463106746194981   recall 0.7652131456360804
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deviation 1/5   epoch 79/120   F1 0.7531458510439952   accuracy 0.790785498489426   precision 0.7434440559440559   recall 0.7696038653945259
deviation 1/5   epoch 80/120   F1 0.7492327971231493   accuracy 0.7904078549848943   precision 0.7374537227478404   recall 0.7721804123521459
deviation 1/5   epoch 81/120   F1 0.7518800628702695   accuracy 0.7892749244712991   precision 0.7425982106129165   recall 0.7673267607229871
deviation 1/5   epoch 82/120   F1 0.7490655427921136   accuracy 0.7888972809667674   precision 0.7383201357466063   recall 0.7687541450580037
deviation 1/5   epoch 83/120   F1 0.7515211488667028   accuracy 0.7888972809667674   precision 0.7423154051830523   recall 0.7667946134951351
deviation 1/5   epoch 84/120   F1 0.7535341516270857   accuracy 0.7919184290030211   precision 0.7431509666803784   recall 0.771814050403262
deviation 1/5   epoch 85/120   F1 0.7538810533949212   accuracy 0.7919184290030211   precision 0.7437217194570136   recall 0.7715172276016833
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deviation 1/5   epoch 86/120   F1 0.7547172217609395   accuracy 0.7915407854984894   precision 0.7454365487453722   recall 0.7700084567672523
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deviation 1/5   epoch 87/120   F1 0.7510401283150544   accuracy 0.7919184290030211   precision 0.7391556972439326   recall 0.7741312940431065
deviation 1/5   epoch 88/120   F1 0.7505034177986765   accuracy 0.790785498489426   precision 0.7391634101192925   recall 0.7718884446315002
deviation 1/5   epoch 89/120   F1 0.7509371864942234   accuracy 0.7873867069486404   precision 0.7426110654051831   recall 0.7641058203279423
deviation 1/5   epoch 90/120   F1 0.7479883597785213   accuracy 0.7873867069486404   precision 0.7377596668037845   recall 0.7662478668343209
deviation 1/5   epoch 91/120   F1 0.7540183935563928   accuracy 0.7911631419939577   precision 0.7445829905388729   recall 0.7697371825361101
deviation 1/5   epoch 92/120   F1 0.753701182864349   accuracy 0.7888972809667674   precision 0.7460252982311806   recall 0.7653142278476801
deviation 1/5   epoch 93/120   F1 0.7543970983788216   accuracy 0.7919184290030211   precision 0.7445778486219663   recall 0.7710873800932538
deviation 1/5   epoch 94/120   F1 0.7540808149805558   accuracy 0.7926737160120846   precision 0.7434312011517894   recall 0.7730738144318003
deviation 1/5   epoch 95/120   F1 0.7571894474362467   accuracy 0.793429003021148   precision 0.7479920814479638   recall 0.7721495907204097
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deviation 1/5   epoch 96/120   F1 0.7535208987599961   accuracy 0.7915407854984894   precision 0.7434389140271493   recall 0.7709706959706959
deviation 1/5   epoch 97/120   F1 0.7581072439937884   accuracy 0.7926737160120846   precision 0.750280234471411   recall 0.7699027605361236
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deviation 1/5   epoch 98/120   F1 0.7574327182396953   accuracy 0.7945619335347432   precision 0.7474136157959688   recall 0.774461822786543
deviation 1/5   epoch 99/120   F1 0.7548356303482724   accuracy 0.790785498489426   precision 0.7462978198272316   recall 0.7683330579044813
deviation 1/5   epoch 100/120   F1 0.7542830172682551   accuracy 0.7900302114803626   precision 0.7460175853558206   recall 0.767177618628806
deviation 1/5   epoch 101/120   F1 0.7604596604238736   accuracy 0.7938066465256798   precision 0.7534116618675442   recall 0.7705951792675562
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deviation 1/5   epoch 102/120   F1 0.7577390172770839   accuracy 0.790785498489426   precision 0.7514345948169477   recall 0.766512242645556
deviation 1/5   epoch 103/120   F1 0.7533427014137284   accuracy 0.7885196374622356   precision 0.7457424928013163   recall 0.7648049645390071
deviation 1/5   epoch 104/120   F1 0.7545480191834925   accuracy 0.7915407854984894   precision 0.7451511723570547   recall 0.7701399512720267
deviation 1/5   epoch 105/120   F1 0.7585150653181627   accuracy 0.790785498489426   precision 0.7528614767585355   recall 0.7661066017316017
deviation 1/5   epoch 106/120   F1 0.7554588326129577   accuracy 0.7926737160120846   precision 0.7457142122583299   recall 0.7718897909398992
deviation 1/5   epoch 107/120   F1 0.75805073937161   accuracy 0.7896525679758308   precision 0.7531545660222131   recall 0.7643751841681506
deviation 1/5   epoch 108/120   F1 0.7520943459785504   accuracy 0.7904078549848943   precision 0.7420197449609214   recall 0.7696211495760676
deviation 1/5   epoch 109/120   F1 0.7536935121308426   accuracy 0.7915407854984894   precision 0.7437242904154668   recall 0.7708272029939862
deviation 1/5   epoch 110/120   F1 0.7569014636916206   accuracy 0.7919184290030211   precision 0.7488584944467298   recall 0.7692040006813813
deviation 1/5   epoch 111/120   F1 0.7577472960313405   accuracy 0.7922960725075529   precision 0.7499974290415468   recall 0.7693899601063829
deviation 1/5   epoch 112/120   F1 0.7592212585982753   accuracy 0.7904078549848943   precision 0.7545763060468943   recall 0.765132422292062
deviation 1/5   epoch 113/120   F1 0.7524268187688334   accuracy 0.7900302114803626   precision 0.7428784450843274   recall 0.7685271511733673
deviation 1/5   epoch 114/120   F1 0.7559146917290591   accuracy 0.7919184290030211   precision 0.7471462361168244   recall 0.7699054572816986
deviation 1/5   epoch 115/120   F1 0.7524268187688334   accuracy 0.7900302114803626   precision 0.7428784450843274   recall 0.7685271511733673
deviation 1/5   epoch 116/120   F1 0.7580685886514833   accuracy 0.7922960725075529   precision 0.7505681818181817   recall 0.7691787178099141
deviation 1/5   epoch 117/120   F1 0.7629033146779387   accuracy 0.7938066465256798   precision 0.7579776840806253   recall 0.7692268478272535
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deviation 1/5   epoch 118/120   F1 0.757160978515893   accuracy 0.7930513595166163   precision 0.7482800287947347   recall 0.7713621355813136
deviation 1/5   epoch 119/120   F1 0.7631940131676063   accuracy 0.7956948640483383   precision 0.7565379473467708   recall 0.7725181567478512
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deviation 1/5   epoch 120/120   F1 0.7555457515256458   accuracy 0.7949395770392749   precision 0.7439865281777047   recall 0.7771206330781893

deviation 5/5   epoch 1/120   F1 0.4148344103632231   accuracy 0.6484138972809668   precision 0.49185520361990953   recall 0.44775187086399904
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deviation 5/5   epoch 2/120   F1 0.4223785362853629   accuracy 0.6570996978851964   precision 0.4995012340600576   recall 0.4962227414330218
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deviation 5/5   epoch 3/120   F1 0.4892044052665815   accuracy 0.675226586102719   precision 0.5327668654874538   recall 0.6210178986848978
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deviation 5/5   epoch 4/120   F1 0.5865729898516784   accuracy 0.6967522658610272   precision 0.5899809749074455   recall 0.6553703635881369
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deviation 5/5   epoch 5/120   F1 0.6569503821738567   accuracy 0.7337613293051359   precision 0.6479458041958042   recall 0.7095412359637504
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deviation 5/5   epoch 6/120   F1 0.681054173806747   accuracy 0.7488670694864048   precision 0.6695315713698067   recall 0.7295102793394284
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deviation 5/5   epoch 7/120   F1 0.6981785420642355   accuracy 0.7594410876132931   precision 0.6854406622788976   recall 0.7420487006858365
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deviation 5/5   epoch 8/120   F1 0.7149754598293274   accuracy 0.7662386706948641   precision 0.703087721102427   recall 0.744572675869916
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deviation 5/5   epoch 9/120   F1 0.7233645919571035   accuracy 0.774546827794562   precision 0.7101655697243933   recall 0.7574776507125078
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deviation 5/5   epoch 10/120   F1 0.7310220589607143   accuracy 0.7779456193353474   precision 0.7187037227478403   recall 0.7588116817724069
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deviation 5/5   epoch 11/120   F1 0.7363994282072921   accuracy 0.7817220543806647   precision 0.724100164541341   recall 0.7630910161025006
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deviation 5/5   epoch 12/120   F1 0.7362422303990845   accuracy 0.7813444108761329   precision 0.7241027354997944   recall 0.7623191077171929
deviation 5/5   epoch 13/120   F1 0.741076477566831   accuracy 0.783987915407855   precision 0.7295068901686549   recall 0.7643010466166305
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deviation 5/5   epoch 14/120   F1 0.7367124407569849   accuracy 0.7824773413897281   precision 0.7240950226244345   recall 0.764659444228527
deviation 5/5   epoch 15/120   F1 0.7412159571834278   accuracy 0.7847432024169184   precision 0.7292163718634307   recall 0.7659761398316841
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deviation 5/5   epoch 16/120   F1 0.7463757766434652   accuracy 0.7862537764350453   precision 0.736055121349239   recall 0.7650309581884047
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deviation 5/5   epoch 17/120   F1 0.7404057095471943   accuracy 0.7851208459214502   precision 0.7277869189633895   recall 0.7676836227322612
deviation 5/5   epoch 18/120   F1 0.7433903883739099   accuracy 0.7866314199395771   precision 0.731201151789387   recall 0.7685365804496662
deviation 5/5   epoch 19/120   F1 0.7492228101294993   accuracy 0.7873867069486404   precision 0.7397573015220074   recall 0.7652982991419255
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deviation 5/5   epoch 20/120   F1 0.7487055322478902   accuracy 0.7881419939577039   precision 0.738325277663513   recall 0.7673461427260228
deviation 5/5   epoch 21/120   F1 0.7479695431472081   accuracy 0.7892749244712991   precision 0.7363199300699301   recall 0.7706301818353118
deviation 5/5   epoch 22/120   F1 0.7457903209495933   accuracy 0.7877643504531722   precision 0.7340472027972028   recall 0.7690254973580624
deviation 5/5   epoch 23/120   F1 0.7492449775478826   accuracy 0.7892749244712991   precision 0.738317564788153   recall 0.7694690329801306
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deviation 5/5   epoch 24/120   F1 0.750314813575613   accuracy 0.7892749244712991   precision 0.7400298231180584   recall 0.7685571117496972
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deviation 5/5   epoch 25/120   F1 0.7520675521685114   accuracy 0.7896525679758308   precision 0.7425956396544632   recall 0.7679907157519097
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deviation 5/5   epoch 26/120   F1 0.7505034177986765   accuracy 0.790785498489426   precision 0.7391634101192925   recall 0.7718884446315002
deviation 5/5   epoch 27/120   F1 0.7515362677572106   accuracy 0.7892749244712991   precision 0.7420274578362813   recall 0.7675862970711297
deviation 5/5   epoch 28/120   F1 0.7531287674933056   accuracy 0.7904078549848943   precision 0.7437320032908268   recall 0.768798675315488
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deviation 5/5   epoch 29/120   F1 0.7542550790735493   accuracy 0.7926737160120846   precision 0.7437165775401069   recall 0.7729185305250521
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deviation 5/5   epoch 30/120   F1 0.7545679722581778   accuracy 0.7919184290030211   precision 0.7448632250102838   recall 0.7709481492544744
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deviation 5/5   epoch 31/120   F1 0.753749097300759   accuracy 0.7938066465256798   precision 0.7419966063348417   recall 0.776113229686125
deviation 5/5   epoch 32/120   F1 0.7556491352855752   accuracy 0.7930513595166163   precision 0.7457116412998765   recall 0.7725737818999053
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deviation 5/5   epoch 33/120   F1 0.7567318226082166   accuracy 0.7941842900302115   precision 0.7465600575894693   recall 0.7742111768031904
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deviation 5/5   epoch 34/120   F1 0.7567684563468885   accuracy 0.7949395770392749   precision 0.7459841628959276   recall 0.7759376502846893
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deviation 5/5   epoch 35/120   F1 0.755699005112824   accuracy 0.7941842900302115   precision 0.744847799259564   recall 0.775143785567201
deviation 5/5   epoch 36/120   F1 0.7581555861864432   accuracy 0.7953172205438066   precision 0.7479792266556973   recall 0.7755553016126959
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deviation 5/5   epoch 37/120   F1 0.7576643368023326   accuracy 0.7956948640483383   precision 0.7468351501439737   recall 0.7768922622356522
deviation 5/5   epoch 38/120   F1 0.7570930596475323   accuracy 0.7945619335347432   precision 0.7468428630193336   recall 0.7747596153846154
deviation 5/5   epoch 39/120   F1 0.7602144305998262   accuracy 0.7960725075528701   precision 0.7508278486219663   recall 0.7754868076262763
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deviation 5/5   epoch 40/120   F1 0.7590222740320767   accuracy 0.7956948640483383   precision 0.7491181612505142   recall 0.7756563576815985
deviation 5/5   epoch 41/120   F1 0.7602752127466956   accuracy 0.7968277945619335   precision 0.7502519539284245   recall 0.7771433208340095
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deviation 5/5   epoch 42/120   F1 0.7613927460834993   accuracy 0.7964501510574018   precision 0.7525375359934183   recall 0.7753510145872097
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deviation 5/5   epoch 43/120   F1 0.758560217257777   accuracy 0.7964501510574018   precision 0.7476861373920198   recall 0.7778468741866151
deviation 5/5   epoch 44/120   F1 0.7598696684455639   accuracy 0.7941842900302115   precision 0.751982208967503   recall 0.771738173611501
deviation 5/5   epoch 45/120   F1 0.7625161871634223   accuracy 0.7979607250755287   precision 0.7530980049362401   recall 0.7777528945818506
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deviation 5/5   epoch 46/120   F1 0.761694855096416   accuracy 0.7979607250755287   precision 0.7516711229946524   recall 0.778481282737873
deviation 5/5   epoch 47/120   F1 0.7625133051232273   accuracy 0.7964501510574018   precision 0.7545351707116412   recall 0.7744912932245671
deviation 5/5   epoch 48/120   F1 0.7624724888877655   accuracy 0.7949395770392749   precision 0.7559723364870423   recall 0.7715198421545306
deviation 5/5   epoch 49/120   F1 0.762278116227902   accuracy 0.7972054380664653   precision 0.7533885232414643   recall 0.7762788774541237
deviation 5/5   epoch 50/120   F1 0.7583059510770355   accuracy 0.7930513595166163   precision 0.7502776635129575   recall 0.7705283400584698
deviation 5/5   epoch 51/120   F1 0.7614295450389801   accuracy 0.7953172205438066   precision 0.7536867544220485   recall 0.7729457975464366
deviation 5/5   epoch 52/120   F1 0.7611025253013082   accuracy 0.7968277945619335   precision 0.7516788358700124   recall 0.7764214556790459
deviation 5/5   epoch 53/120   F1 0.7621892927436243   accuracy 0.7979607250755287   precision 0.7525272521596051   recall 0.7780380825809027
deviation 5/5   epoch 54/120   F1 0.7612266868862693   accuracy 0.7949395770392749   precision 0.7536893253805019   recall 0.7723242777059077
deviation 5/5   epoch 55/120   F1 0.7601811856045901   accuracy 0.7956948640483383   precision 0.7511157959687371   recall 0.7746832532897998
deviation 5/5   epoch 56/120   F1 0.7630783047333678   accuracy 0.7987160120845922   precision 0.7533782394076511   recall 0.77897503833805
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deviation 5/5   epoch 57/120   F1 0.765156941800891   accuracy 0.7987160120845922   precision 0.7570881324557794   recall 0.7772444128376332
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deviation 5/5   epoch 58/120   F1 0.7643826192738619   accuracy 0.797583081570997   precision 0.7568104689428219   recall 0.7754654334163406
deviation 5/5   epoch 59/120   F1 0.76473071733002   accuracy 0.7990936555891238   precision 0.755944055944056   recall 0.7783986039799993
deviation 5/5   epoch 60/120   F1 0.7642774695018639   accuracy 0.7968277945619335   precision 0.7573863636363636   recall 0.7740239336077779
deviation 5/5   epoch 61/120   F1 0.7642567693767212   accuracy 0.7956948640483383   precision 0.7585355820649938   recall 0.7718853733861368
deviation 5/5   epoch 62/120   F1 0.7661821753494786   accuracy 0.7983383685800605   precision 0.7593737145207733   recall 0.7757329528838455
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deviation 5/5   epoch 63/120   F1 0.7662119807531012   accuracy 0.797583081570997   precision 0.7602349856026327   recall 0.7742559100453837
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deviation 5/5   epoch 64/120   F1 0.7648895057314959   accuracy 0.7990936555891238   precision 0.7562294323323735   recall 0.778267789085731
deviation 5/5   epoch 65/120   F1 0.7652055011876928   accuracy 0.7990936555891238   precision 0.7568001851090087   recall 0.7780120406476232
deviation 5/5   epoch 66/120   F1 0.7671166422507778   accuracy 0.7994712990936556   precision 0.7599367544220486   recall 0.7773558133139294
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deviation 5/5   epoch 67/120   F1 0.7661821753494786   accuracy 0.7983383685800605   precision 0.7593737145207733   recall 0.7757329528838455
deviation 5/5   epoch 68/120   F1 0.7676070835975068   accuracy 0.7979607250755287   precision 0.7625154257507198   recall 0.7741509470689827
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deviation 5/5   epoch 69/120   F1 0.767208945082082   accuracy 0.7990936555891238   precision 0.760510078157137   recall 0.7765351236286229
deviation 5/5   epoch 70/120   F1 0.7695972825008788   accuracy 0.801737160120846   precision 0.7622043397778692   recall 0.7801934955228575
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deviation 5/5   epoch 71/120   F1 0.7665912571932259   accuracy 0.8013595166163142   precision 0.7570701357466063   recall 0.7818819191312658
deviation 5/5   epoch 72/120   F1 0.768719557862787   accuracy 0.8009818731117825   precision 0.7613533525298231   recall 0.7792841242596763
deviation 5/5   epoch 73/120   F1 0.7671474947779173   accuracy 0.7987160120845922   precision 0.7607980255039078   recall 0.7758367521745189
deviation 5/5   epoch 74/120   F1 0.7669099903272989   accuracy 0.8013595166163142   precision 0.7576408885232415   recall 0.7815932560590095
deviation 5/5   epoch 75/120   F1 0.7697731869748403   accuracy 0.802870090634441   precision 0.7613404977375565   recall 0.7824862996187236
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deviation 5/5   epoch 76/120   F1 0.7666017204130051   accuracy 0.7990936555891238   precision 0.7593685726038667   recall 0.7769560204249712
deviation 5/5   epoch 77/120   F1 0.7665735221400733   accuracy 0.7979607250755287   precision 0.760517791032497   recall 0.7747499232331942
deviation 5/5   epoch 78/120   F1 0.7702617411305315   accuracy 0.8021148036253777   precision 0.7630578979843685   recall 0.7804774083546462
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deviation 5/5   epoch 79/120   F1 0.7703242698832122   accuracy 0.8024924471299094   precision 0.7627699506375977   recall 0.7812197552977884
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deviation 5/5   epoch 80/120   F1 0.7688910919057784   accuracy 0.8021148036253777   precision 0.7604895104895104   recall 0.7815664565756273
deviation 5/5   epoch 81/120   F1 0.7685965867801621   accuracy 0.800226586102719   precision 0.7619292472233649   recall 0.7778385697367856
deviation 5/5   epoch 82/120   F1 0.7707749782800444   accuracy 0.8024924471299094   precision 0.7636260798025504   recall 0.7808747547584564
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deviation 5/5   epoch 83/120   F1 0.7655006417464476   accuracy 0.800226586102719   precision 0.7562217194570136   recall 0.780268372574702
deviation 5/5   epoch 84/120   F1 0.7656239854703157   accuracy 0.7987160120845922   precision 0.7579442616207321   recall 0.7768917636912462
deviation 5/5   epoch 85/120   F1 0.7688376046497127   accuracy 0.7990936555891238   precision 0.7636492184286302   recall 0.7755249264498448
deviation 5/5   epoch 86/120   F1 0.7674461444872133   accuracy 0.7987160120845922   precision 0.761368778280543   recall 0.775647400062498
deviation 5/5   epoch 87/120   F1 0.7665735221400733   accuracy 0.7979607250755287   precision 0.760517791032497   recall 0.7747499232331942
deviation 5/5   epoch 88/120   F1 0.7673266571659159   accuracy 0.7998489425981873   precision 0.7599341834635952   recall 0.7779758877142817
deviation 5/5   epoch 89/120   F1 0.7675712033123825   accuracy 0.7994712990936556   precision 0.7607928835870013   recall 0.7770381406070024
deviation 5/5   epoch 90/120   F1 0.7664849011298969   accuracy 0.7983383685800605   precision 0.7599444672974085   recall 0.7755324222316087
deviation 5/5   epoch 91/120   F1 0.7665441811957923   accuracy 0.7987160120845922   precision 0.7596565199506375   recall 0.7762368756645504
deviation 5/5   epoch 92/120   F1 0.7692575810386895   accuracy 0.8006042296072508   precision 0.7627828054298642   recall 0.7781369731800767
deviation 5/5   epoch 93/120   F1 0.7679685730882455   accuracy 0.7983383685800605   precision 0.7627982311805841   recall 0.7746356076787706
deviation 5/5   epoch 94/120   F1 0.769270023647751   accuracy 0.7998489425981873   precision 0.7636440765117236   recall 0.776672494361166
deviation 5/5   epoch 95/120   F1 0.7695352211114876   accuracy 0.8013595166163142   precision 0.76249228712464   recall 0.7794599062801086
deviation 5/5   epoch 96/120   F1 0.7685676677408275   accuracy 0.8009818731117825   precision 0.7610679761415056   recall 0.7793982804672276
deviation 5/5   epoch 97/120   F1 0.7702861762009443   accuracy 0.8006042296072508   precision 0.7647804401480872   recall 0.7774764726009866
deviation 5/5   epoch 98/120   F1 0.7700482084949173   accuracy 0.801737160120846   precision 0.7630604689428219   recall 0.7798581836706087
deviation 5/5   epoch 99/120   F1 0.7719360033104103   accuracy 0.8009818731117825   precision 0.7676316330728096   recall 0.7772296476306197
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deviation 5/5   epoch 100/120   F1 0.7667226581906005   accuracy 0.7979607250755287   precision 0.7608031674208144   recall 0.7746591703664194
deviation 5/5   epoch 101/120   F1 0.7678979700001392   accuracy 0.7979607250755287   precision 0.763086178527355   recall 0.7739951603024309
deviation 5/5   epoch 102/120   F1 0.770740734784762   accuracy 0.7987160120845922   precision 0.7679324352118471   recall 0.7739589186489355
deviation 5/5   epoch 103/120   F1 0.7677517351541121   accuracy 0.7972054380664653   precision 0.7636620732208967   recall 0.7727545338187137
deviation 5/5   epoch 104/120   F1 0.7738599382510014   accuracy 0.8021148036253777   precision 0.7701923076923077   recall 0.7782266604540834
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deviation 5/5   epoch 105/120   F1 0.7669134779682079   accuracy 0.7945619335347432   precision 0.7651069518716578   recall 0.7688897696929239
deviation 5/5   epoch 106/120   F1 0.7709721397505149   accuracy 0.7979607250755287   precision 0.7693644590703415   recall 0.772710413072775
deviation 5/5   epoch 107/120   F1 0.77018586107599   accuracy 0.7987160120845922   precision 0.7667909296585768   recall 0.7741900644381398
deviation 5/5   epoch 108/120   F1 0.7708497291225136   accuracy 0.7998489425981873   precision 0.7667832167832168   recall 0.7758004800089304
deviation 5/5   epoch 109/120   F1 0.7737391291754465   accuracy 0.7994712990936556   precision 0.7733494446729741   recall 0.7741361695270325
deviation 5/5   epoch 110/120   F1 0.7682555751125799   accuracy 0.797583081570997   precision 0.7642302550390786   recall 0.7731612282487648
deviation 5/5   epoch 111/120   F1 0.7670326576576576   accuracy 0.7922960725075529   precision 0.7682615178938708   recall 0.7658772627201565
deviation 5/5   epoch 112/120   F1 0.772146397310653   accuracy 0.7994712990936556   precision 0.7699249280131633   recall 0.7746188156654876
deviation 5/5   epoch 113/120   F1 0.76757332390276   accuracy 0.7919184290030211   precision 0.7699763471822296   recall 0.7654437195993193
deviation 5/5   epoch 114/120   F1 0.7686273494537358   accuracy 0.7960725075528701   precision 0.7668089263677499   recall 0.7706160297062751
deviation 5/5   epoch 115/120   F1 0.7686970400189894   accuracy 0.7941842900302115   precision 0.7693901686548745   recall 0.7680273266012301
deviation 5/5   epoch 116/120   F1 0.7704255902022399   accuracy 0.7968277945619335   precision 0.7696575483340189   recall 0.7712229936775143
deviation 5/5   epoch 117/120   F1 0.7666452467568844   accuracy 0.7904078549848943   precision 0.7699866310160428   recall 0.7638252704633599
deviation 5/5   epoch 118/120   F1 0.7656638301350015   accuracy 0.7926737160120846   precision 0.7648344302756067   recall 0.7665284992861998
deviation 5/5   epoch 119/120   F1 0.7677306839963984   accuracy 0.7945619335347432   precision 0.7668192102015632   recall 0.7686843059079377
deviation 5/5   epoch 120/120   F1 0.763956462777151   accuracy 0.7911631419939577   precision 0.7631324557795146   recall 0.7648156377530724

