deviation 1/5   epoch 1/120   F1 0.42816193258421675   accuracy 0.6537009063444109   precision 0.49923899629781987   recall 0.4955657921839597
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deviation 1/5   epoch 2/120   F1 0.42373492735436896   accuracy 0.6559667673716012   precision 0.4992235705471   recall 0.4945782672896274
deviation 1/5   epoch 3/120   F1 0.44230503408984767   accuracy 0.6593655589123867   precision 0.507190970793912   recall 0.5380917361224601
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deviation 1/5   epoch 4/120   F1 0.4693110429747971   accuracy 0.6642749244712991   precision 0.5194287330316741   recall 0.574626902519411
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deviation 1/5   epoch 5/120   F1 0.5210072743164542   accuracy 0.6740936555891238   precision 0.5459018922254216   recall 0.6108656606128535
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deviation 1/5   epoch 6/120   F1 0.6033299684307822   accuracy 0.7050604229607251   precision 0.6030517276840807   recall 0.6690611335063325
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deviation 1/5   epoch 7/120   F1 0.6396807356712703   accuracy 0.7224320241691843   precision 0.6328979843685726   recall 0.6928174636849316
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deviation 1/5   epoch 8/120   F1 0.6725188139451365   accuracy 0.7405589123867069   precision 0.6621683463595228   recall 0.7154992240394873
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deviation 1/5   epoch 9/120   F1 0.6868872800841559   accuracy 0.7522658610271903   precision 0.6749305841217605   recall 0.7333727770060537
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deviation 1/5   epoch 10/120   F1 0.6940129943749183   accuracy 0.7598187311178247   precision 0.6808720691073632   recall 0.7472134373462647
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deviation 1/5   epoch 11/120   F1 0.7012017466578333   accuracy 0.7624622356495468   precision 0.6879884821061292   recall 0.747246082043973
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deviation 1/5   epoch 12/120   F1 0.7056986951977582   accuracy 0.7662386706948641   precision 0.691958041958042   recall 0.7531139638299658
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deviation 1/5   epoch 13/120   F1 0.7128167904896044   accuracy 0.7688821752265861   precision 0.6993598313451255   recall 0.7530157435353617
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deviation 1/5   epoch 14/120   F1 0.7138681417146101   accuracy 0.7700151057401813   precision 0.7002082476347182   recall 0.7550004707192179
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deviation 1/5   epoch 15/120   F1 0.7204158811828483   accuracy 0.7737915407854985   precision 0.706746194981489   recall 0.75844624045984
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deviation 1/5   epoch 16/120   F1 0.7197854141919569   accuracy 0.7719033232628398   precision 0.7067590497737557   recall 0.7541405561191115
deviation 1/5   epoch 17/120   F1 0.7191448200179318   accuracy 0.7734138972809668   precision 0.7053218839983546   recall 0.7587511825922422
deviation 1/5   epoch 18/120   F1 0.7218995433789954   accuracy 0.7741691842900302   precision 0.7084558823529412   recall 0.7579404466501241
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deviation 1/5   epoch 19/120   F1 0.7186846234309623   accuracy 0.7741691842900302   precision 0.7044606129164952   recall 0.7613543748028184
deviation 1/5   epoch 20/120   F1 0.7225262960823255   accuracy 0.7734138972809668   precision 0.7096025298231181   recall 0.7553951989073332
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deviation 1/5   epoch 21/120   F1 0.7255970496928215   accuracy 0.7753021148036254   precision 0.7127288153023448   recall 0.7572680485694764
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deviation 1/5   epoch 22/120   F1 0.7268066162003535   accuracy 0.775679758308157   precision 0.7141531262854792   recall 0.7570895061728395
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deviation 1/5   epoch 23/120   F1 0.727984468546877   accuracy 0.7749244712990937   precision 0.7161559029206088   recall 0.7542672231294986
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deviation 1/5   epoch 24/120   F1 0.725817265070922   accuracy 0.7741691842900302   precision 0.7135926573426574   recall 0.7543068615927123
deviation 1/5   epoch 25/120   F1 0.7286310876002665   accuracy 0.7760574018126888   precision 0.7164335664335665   recall 0.756383588636272
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deviation 1/5   epoch 26/120   F1 0.7312278011448935   accuracy 0.7764350453172205   precision 0.7198555121349239   recall 0.755114065208247
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deviation 1/5   epoch 27/120   F1 0.7313324624922701   accuracy 0.777190332326284   precision 0.7195649938296997   recall 0.7567562285978853
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deviation 1/5   epoch 28/120   F1 0.733043829515536   accuracy 0.7779456193353474   precision 0.721557486631016   recall 0.7570889878670537
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deviation 1/5   epoch 29/120   F1 0.7319904139918889   accuracy 0.7783232628398792   precision 0.7198426573426573   recall 0.7588609783952043
deviation 1/5   epoch 30/120   F1 0.7347018289899923   accuracy 0.7790785498489426   precision 0.7232620320855614   recall 0.7583264852322715
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deviation 1/5   epoch 31/120   F1 0.7380590337989057   accuracy 0.7805891238670695   precision 0.7272470176881942   recall 0.7590473510950312
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deviation 1/5   epoch 32/120   F1 0.7378409361692249   accuracy 0.7809667673716012   precision 0.7266736939531058   recall 0.7600650700993159
deviation 1/5   epoch 33/120   F1 0.7340185038067035   accuracy 0.779833836858006   precision 0.721830008227067   recall 0.7606833636592291
deviation 1/5   epoch 34/120   F1 0.7388342426725829   accuracy 0.7802114803625377   precision 0.7286764705882353   recall 0.757650940417532
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deviation 1/5   epoch 35/120   F1 0.7388342426725829   accuracy 0.7802114803625377   precision 0.7286764705882353   recall 0.757650940417532
deviation 1/5   epoch 36/120   F1 0.7390028763345776   accuracy 0.7805891238670695   precision 0.7286738996297819   recall 0.7583344406469035
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deviation 1/5   epoch 37/120   F1 0.7413416976893106   accuracy 0.7824773413897281   precision 0.7309440559440559   recall 0.7606671928684186
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deviation 1/5   epoch 38/120   F1 0.7404435785840651   accuracy 0.7817220543806647   precision 0.7300930686960099   recall 0.7597066812145975
deviation 1/5   epoch 39/120   F1 0.7415384886043364   accuracy 0.7820996978851964   precision 0.7315173796791443   recall 0.7597092471183192
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deviation 1/5   epoch 40/120   F1 0.7411703521627213   accuracy 0.7820996978851964   precision 0.7309466269025092   recall 0.759979234423104
deviation 1/5   epoch 41/120   F1 0.740426690777368   accuracy 0.7820996978851964   precision 0.7298051213492389   recall 0.760543166261868
deviation 1/5   epoch 42/120   F1 0.7406627319915117   accuracy 0.7805891238670695   precision 0.73124228712464   recall 0.7571755551123663
deviation 1/5   epoch 43/120   F1 0.7417110343426132   accuracy 0.7824773413897281   precision 0.7315148087206911   recall 0.7603895578148675
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deviation 1/5   epoch 44/120   F1 0.7404705947560136   accuracy 0.7809667673716012   precision 0.7306689633895516   recall 0.7580837238201259
deviation 1/5   epoch 45/120   F1 0.7419041841902512   accuracy 0.7820996978851964   precision 0.7320881324557795   recall 0.7594471089076898
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deviation 1/5   epoch 46/120   F1 0.7438769492085211   accuracy 0.7832326283987915   precision 0.7343634306869601   recall 0.7604253860328253
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deviation 1/5   epoch 47/120   F1 0.747083512699096   accuracy 0.7854984894259819   precision 0.737772521596051   recall 0.7628820265599419
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deviation 1/5   epoch 48/120   F1 0.7436787565908709   accuracy 0.7843655589123867   precision 0.7332142122583298   recall 0.7629961838285658
deviation 1/5   epoch 49/120   F1 0.7438690476190476   accuracy 0.783987915407855   precision 0.7337875359934183   recall 0.7620274319963116
deviation 1/5   epoch 50/120   F1 0.7429403759137087   accuracy 0.7843655589123867   precision 0.7320727067050596   recall 0.7635888787902017
deviation 1/5   epoch 51/120   F1 0.7456481780273663   accuracy 0.7836102719033232   precision 0.7369292472233648   recall 0.760009099020621
deviation 1/5   epoch 52/120   F1 0.7454835367630395   accuracy 0.7847432024169184   precision 0.7357800287947347   recall 0.7624456272893774
deviation 1/5   epoch 53/120   F1 0.7454560834842525   accuracy 0.7828549848942599   precision 0.737219765528589   recall 0.7586494829827568
deviation 1/5   epoch 54/120   F1 0.7472587818794945   accuracy 0.7854984894259819   precision 0.7380578979843686   recall 0.7627591197377943
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deviation 1/5   epoch 55/120   F1 0.7466690933867213   accuracy 0.7832326283987915   precision 0.7389294529000412   recall 0.7586651748064897
deviation 1/5   epoch 56/120   F1 0.7458301645783649   accuracy 0.783987915407855   precision 0.7369266762649116   recall 0.7606466174345166
deviation 1/5   epoch 57/120   F1 0.7461568265929162   accuracy 0.7832326283987915   precision 0.7380733237350885   recall 0.7589600322158461
deviation 1/5   epoch 58/120   F1 0.7489599507087696   accuracy 0.7851208459214502   precision 0.7411996092143152   recall 0.7609189608240542
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deviation 1/5   epoch 59/120   F1 0.7500096155527194   accuracy 0.7858761329305136   precision 0.7423359728506788   recall 0.7617405822304139
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deviation 1/5   epoch 60/120   F1 0.750070788107598   accuracy 0.7870090634441088   precision 0.7414721308103661   recall 0.763921320688444
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deviation 1/5   epoch 61/120   F1 0.7477550709359481   accuracy 0.7847432024169184   precision 0.739489921842863   recall 0.7609160856985202
deviation 1/5   epoch 62/120   F1 0.7490270124917824   accuracy 0.7866314199395771   precision 0.7400478198272316   recall 0.76386324858787
deviation 1/5   epoch 63/120   F1 0.7486806371778696   accuracy 0.7866314199395771   precision 0.7394770670505965   recall 0.7641061392123769
deviation 1/5   epoch 64/120   F1 0.748826915082353   accuracy 0.7858761329305136   precision 0.7403383381324558   recall 0.7624706330761234
deviation 1/5   epoch 65/120   F1 0.749184514306561   accuracy 0.7862537764350453   precision 0.74062114356232   recall 0.7629912188268353
deviation 1/5   epoch 66/120   F1 0.7514153031841408   accuracy 0.7870090634441088   precision 0.7437551419169066   recall 0.7630693973135629
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deviation 1/5   epoch 67/120   F1 0.7505791815303219   accuracy 0.7870090634441088   precision 0.7423282599753188   recall 0.7635882635882636
deviation 1/5   epoch 68/120   F1 0.7483667431034045   accuracy 0.7836102719033232   precision 0.741495269436446   recall 0.7584513199157774
deviation 1/5   epoch 69/120   F1 0.7506999446431613   accuracy 0.7862537764350453   precision 0.7431895310571781   recall 0.7620539671985815
deviation 1/5   epoch 70/120   F1 0.7517458734353961   accuracy 0.7870090634441088   precision 0.7443258946935418   recall 0.7628742929062418
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deviation 1/5   epoch 71/120   F1 0.7516852890108289   accuracy 0.7862537764350453   precision 0.7449017893870835   recall 0.7615082633283918
deviation 1/5   epoch 72/120   F1 0.7510991642304579   accuracy 0.7851208459214502   precision 0.7449095022624435   recall 0.7597850623589144
deviation 1/5   epoch 73/120   F1 0.7535641948490985   accuracy 0.7873867069486404   precision 0.7471770876182642   recall 0.7625741922577183
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deviation 1/5   epoch 74/120   F1 0.7565057471264367   accuracy 0.7896525679758308   precision 0.7503008021390374   recall 0.765117738804959
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deviation 1/5   epoch 75/120   F1 0.7571497538153276   accuracy 0.7911631419939577   precision 0.7500051419169067   recall 0.7675586940685819
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deviation 1/5   epoch 76/120   F1 0.7541910091517946   accuracy 0.7888972809667674   precision 0.7468814273961333   recall 0.7650163001293662
deviation 1/5   epoch 77/120   F1 0.7585150653181627   accuracy 0.790785498489426   precision 0.7528614767585355   recall 0.7661066017316017
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deviation 1/5   epoch 78/120   F1 0.757898553614994   accuracy 0.7896525679758308   precision 0.7528691896338955   recall 0.7644421008623083
deviation 1/5   epoch 79/120   F1 0.7584630542843456   accuracy 0.7904078549848943   precision 0.7531494241053065   recall 0.7654731854288344
deviation 1/5   epoch 80/120   F1 0.75805073937161   accuracy 0.7896525679758308   precision 0.7531545660222131   recall 0.7643751841681506
deviation 1/5   epoch 81/120   F1 0.7581434259573027   accuracy 0.7915407854984894   precision 0.7514294529000412   recall 0.7676819654900586
deviation 1/5   epoch 82/120   F1 0.7573492646253204   accuracy 0.7915407854984894   precision 0.7500025709584532   recall 0.7681630030417601
deviation 1/5   epoch 83/120   F1 0.7600521200215624   accuracy 0.7930513595166163   precision 0.7534168037844509   recall 0.7694003274270736
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deviation 1/5   epoch 84/120   F1 0.7593325560059119   accuracy 0.7922960725075529   precision 0.7528511929247224   recall 0.7684051088914361
deviation 1/5   epoch 85/120   F1 0.7587637815104724   accuracy 0.7885196374622356   precision 0.755730666392431   recall 0.7623162225240312
deviation 1/5   epoch 86/120   F1 0.7596922610517852   accuracy 0.7926737160120846   precision 0.7531339983545866   recall 0.76890216966053
deviation 1/5   epoch 87/120   F1 0.7570142410695333   accuracy 0.7877643504531722   precision 0.7531674208144796   recall 0.7617244706213804
deviation 1/5   epoch 88/120   F1 0.7590277143536541   accuracy 0.7911631419939577   precision 0.7534296585767174   recall 0.7665157994845371
deviation 1/5   epoch 89/120   F1 0.7584843439113769   accuracy 0.7877643504531722   precision 0.7560211846976552   recall 0.7612857266551742
deviation 1/5   epoch 90/120   F1 0.7586544146150174   accuracy 0.7896525679758308   precision 0.7542960715754834   recall 0.7641234593120869
deviation 1/5   epoch 91/120   F1 0.7579821346677544   accuracy 0.7873867069486404   precision 0.7554530028794735   recall 0.7608696222928912
deviation 1/5   epoch 92/120   F1 0.7589856349150279   accuracy 0.7873867069486404   precision 0.7574506375976964   recall 0.7606486021482985
deviation 1/5   epoch 93/120   F1 0.7579022235872955   accuracy 0.7877643504531722   precision 0.754879679144385   recall 0.7614433207188913
deviation 1/5   epoch 94/120   F1 0.7557043618335324   accuracy 0.7843655589123867   precision 0.7543320649938297   recall 0.7571806835663688
deviation 1/5   epoch 95/120   F1 0.7582012360382274   accuracy 0.7870090634441088   precision 0.7563117030028794   recall 0.7602873486693871
deviation 1/5   epoch 96/120   F1 0.7520790703061657   accuracy 0.7802114803625377   precision 0.7517919580419581   recall 0.7523707185338652
deviation 1/5   epoch 97/120   F1 0.7578401520103779   accuracy 0.7858761329305136   precision 0.7568901686548746   recall 0.7588388131287128
deviation 1/5   epoch 98/120   F1 0.7604807441947012   accuracy 0.7885196374622356   precision 0.7591551830522418   recall 0.7619003697227469
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deviation 1/5   epoch 99/120   F1 0.760203316552577   accuracy 0.7892749244712991   precision 0.7577231591937474   recall 0.7630226987088158
deviation 1/5   epoch 100/120   F1 0.756828112923098   accuracy 0.7824773413897281   precision 0.7589109419991773   recall 0.7549648083447262
deviation 1/5   epoch 101/120   F1 0.7536952800219138   accuracy 0.7805891238670695   precision 0.7546431509666804   recall 0.7527949260312081
deviation 1/5   epoch 102/120   F1 0.7521972395810378   accuracy 0.7787009063444109   precision 0.7537998765939942   recall 0.7507295738374441
deviation 1/5   epoch 103/120   F1 0.7537829942215872   accuracy 0.7817220543806647   precision 0.7534939325380502   recall 0.7540766051310595
deviation 1/5   epoch 104/120   F1 0.7601315180727968   accuracy 0.7888972809667674   precision 0.7580111065405183   recall 0.7624978175533449
deviation 1/5   epoch 105/120   F1 0.7581942627324586   accuracy 0.7877643504531722   precision 0.7554504319210201   recall 0.7613615738512165
deviation 1/5   epoch 106/120   F1 0.7580559343747417   accuracy 0.7862537764350453   precision 0.7568875976964212   recall 0.759298185517356
deviation 1/5   epoch 107/120   F1 0.75435233000402   accuracy 0.7824773413897281   precision 0.7537741670094611   recall 0.754948756095545
deviation 1/5   epoch 108/120   F1 0.7541284174155349   accuracy 0.7813444108761329   precision 0.7546380090497737   recall 0.7536326661788327
deviation 1/5   epoch 109/120   F1 0.75686680999181   accuracy 0.7832326283987915   precision 0.758049670917318   recall 0.7557561766144814
deviation 1/5   epoch 110/120   F1 0.7483625730994152   accuracy 0.7741691842900302   precision 0.7512623406005758   recall 0.745901268115942
deviation 1/5   epoch 111/120   F1 0.7488806334819917   accuracy 0.7775679758308157   precision 0.7483854380913204   recall 0.7493896713615023
deviation 1/5   epoch 112/120   F1 0.7512261314782323   accuracy 0.7787009063444109   precision 0.7518022418757713   recall 0.7506679975429975
deviation 1/5   epoch 113/120   F1 0.7467579099962685   accuracy 0.773036253776435   precision 0.7492724187577129   recall 0.7445791908279966
deviation 1/5   epoch 114/120   F1 0.7524076671341748   accuracy 0.7820996978851964   precision 0.7503522213081036   recall 0.754705747338396
deviation 1/5   epoch 115/120   F1 0.7461108444261575   accuracy 0.7719033232628398   precision 0.7492801316330728   recall 0.7434688281556031
deviation 1/5   epoch 116/120   F1 0.749169149100928   accuracy 0.7775679758308157   precision 0.7489561908679556   recall 0.7493846444072015
deviation 1/5   epoch 117/120   F1 0.7489616509046   accuracy 0.7764350453172205   precision 0.7498200329082683   recall 0.7481434568985771
deviation 1/5   epoch 118/120   F1 0.7494446824585715   accuracy 0.7760574018126888   precision 0.7512494858083093   recall 0.7478130358846594
deviation 1/5   epoch 119/120   F1 0.7485635272694862   accuracy 0.7783232628398792   precision 0.746953414232826   recall 0.7503246167307431
deviation 1/5   epoch 120/120   F1 0.7459468667654157   accuracy 0.7711480362537765   precision 0.7498560263266145   recall 0.7428270521889266

deviation 5/5   epoch 1/120   F1 0.41571332419824114   accuracy 0.654833836858006   precision 0.49609214315096667   recall 0.4680799680799681
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deviation 5/5   epoch 2/120   F1 0.41474794366899304   accuracy 0.6570996978851964   precision 0.4972182229535171   recall 0.4738293343653251
deviation 5/5   epoch 3/120   F1 0.4381888643493687   accuracy 0.6635196374622356   precision 0.5083041958041958   recall 0.5555252334681353
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deviation 5/5   epoch 4/120   F1 0.49557686312002647   accuracy 0.6808912386706949   precision 0.5381504524886878   recall 0.6465381244522349
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deviation 5/5   epoch 5/120   F1 0.5857307971732382   accuracy 0.7137462235649547   precision 0.59414592760181   recall 0.7103959827174113
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deviation 5/5   epoch 6/120   F1 0.6510088032792721   accuracy 0.7413141993957704   precision 0.6430429864253393   recall 0.737371835826133
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deviation 5/5   epoch 7/120   F1 0.6765819150439392   accuracy 0.7545317220543807   precision 0.6646416083916085   recall 0.7510742570375598
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deviation 5/5   epoch 8/120   F1 0.6941799393496917   accuracy 0.7639728096676737   precision 0.6802730357877417   recall 0.7599563458410377
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deviation 5/5   epoch 9/120   F1 0.6955974190339715   accuracy 0.7639728096676737   precision 0.6816999177293295   recall 0.7581097552624732
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deviation 5/5   epoch 10/120   F1 0.7069986168741356   accuracy 0.7673716012084593   precision 0.6930918346359523   recall 0.754936304110956
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deviation 5/5   epoch 11/120   F1 0.7131614612985626   accuracy 0.7726586102719033   precision 0.6984779925956397   recall 0.7634066117789159
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deviation 5/5   epoch 12/120   F1 0.7160729718195991   accuracy 0.7734138972809668   precision 0.7016119909502262   recall 0.7621700683683533
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deviation 5/5   epoch 13/120   F1 0.7212633554752044   accuracy 0.775679758308157   precision 0.7070187165775401   recall 0.7627359490986214
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deviation 5/5   epoch 14/120   F1 0.7222018626958266   accuracy 0.7764350453172205   precision 0.7078697038255861   recall 0.7638159719389837
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deviation 5/5   epoch 15/120   F1 0.7276152726616698   accuracy 0.7790785498489426   precision 0.7135592348827643   recall 0.7651479059983546
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deviation 5/5   epoch 16/120   F1 0.728326377761881   accuracy 0.779833836858006   precision 0.7141248457424928   recall 0.7664523172531282
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deviation 5/5   epoch 17/120   F1 0.7322043553055804   accuracy 0.7820996978851964   precision 0.7181046894282188   recall 0.7683824023727137
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deviation 5/5   epoch 18/120   F1 0.7307786062430102   accuracy 0.7805891238670695   precision 0.7169734677087618   recall 0.7658181299908422
deviation 5/5   epoch 19/120   F1 0.7331852490977205   accuracy 0.7813444108761329   precision 0.7198220896750309   recall 0.7652839130788891
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deviation 5/5   epoch 20/120   F1 0.733332404103479   accuracy 0.7817220543806647   precision 0.7198195187165776   recall 0.7661261205179283
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deviation 5/5   epoch 21/120   F1 0.7368682552616412   accuracy 0.7828549848942599   precision 0.724092451665981   recall 0.7654561761891021
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deviation 5/5   epoch 22/120   F1 0.7354421509494875   accuracy 0.7828549848942599   precision 0.7220948169477581   recall 0.7669020976374255
deviation 5/5   epoch 23/120   F1 0.73360174852131   accuracy 0.7813444108761329   precision 0.720392842451666   recall 0.7648567524583921
deviation 5/5   epoch 24/120   F1 0.7357005171456554   accuracy 0.7824773413897281   precision 0.7226681406828466   recall 0.7656562961054416
deviation 5/5   epoch 25/120   F1 0.7355928335045077   accuracy 0.7832326283987915   precision 0.7220922459893049   recall 0.7677409156841597
deviation 5/5   epoch 26/120   F1 0.7402087658626657   accuracy 0.7851208459214502   precision 0.7275015425750719   recall 0.7678791850919569
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deviation 5/5   epoch 27/120   F1 0.7396532988357051   accuracy 0.7847432024169184   precision 0.7269333607568902   recall 0.767476356275549
deviation 5/5   epoch 28/120   F1 0.73579928454968   accuracy 0.7832326283987915   precision 0.7223776223776224   recall 0.7675219517324781
deviation 5/5   epoch 29/120   F1 0.7409926159331162   accuracy 0.7851208459214502   precision 0.7286430481283422   recall 0.76711118619887
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deviation 5/5   epoch 30/120   F1 0.7423609200283763   accuracy 0.7847432024169184   precision 0.7309286301933361   recall 0.7649468023916064
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deviation 5/5   epoch 31/120   F1 0.742339461080435   accuracy 0.7851208459214502   precision 0.7306406828465652   recall 0.7658564431513664
deviation 5/5   epoch 32/120   F1 0.7416001561328363   accuracy 0.7847432024169184   precision 0.7297871246400658   recall 0.7656241177117418
deviation 5/5   epoch 33/120   F1 0.7426737614871359   accuracy 0.7858761329305136   precision 0.7306355409296585   recall 0.7673670641795104
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deviation 5/5   epoch 34/120   F1 0.745962104861378   accuracy 0.7881419939577039   precision 0.7340446318387495   recall 0.7697801298165365
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deviation 5/5   epoch 35/120   F1 0.7463482213409093   accuracy 0.7877643504531722   precision 0.7349033319621555   recall 0.7685122327529204
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deviation 5/5   epoch 36/120   F1 0.7432230546349674   accuracy 0.7862537764350453   precision 0.7312037227478404   recall 0.7677701551911006
deviation 5/5   epoch 37/120   F1 0.7490614917895313   accuracy 0.7896525679758308   precision 0.7377442410530646   recall 0.7705203918571528
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deviation 5/5   epoch 38/120   F1 0.7443201544893326   accuracy 0.7870090634441088   precision 0.732340086384204   recall 0.7685752326269084
deviation 5/5   epoch 39/120   F1 0.7515693422328231   accuracy 0.7904078549848943   precision 0.7411636157959687   recall 0.7700596746575958
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deviation 5/5   epoch 40/120   F1 0.7506826948206452   accuracy 0.7911631419939577   precision 0.7391608391608392   recall 0.7726283605415112
deviation 5/5   epoch 41/120   F1 0.7515693422328231   accuracy 0.7904078549848943   precision 0.7411636157959687   recall 0.7700596746575958
deviation 5/5   epoch 42/120   F1 0.7530172460575013   accuracy 0.7922960725075529   precision 0.742006890168655   recall 0.7731538443680936
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deviation 5/5   epoch 43/120   F1 0.7501297475819768   accuracy 0.7915407854984894   precision 0.7380167626491156   recall 0.7741010495773564
deviation 5/5   epoch 44/120   F1 0.7540998328982486   accuracy 0.793429003021148   precision 0.7428553064582477   recall 0.7748454083684972
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deviation 5/5   epoch 45/120   F1 0.7540682421789513   accuracy 0.7922960725075529   precision 0.7437191484985602   recall 0.7722143095071272
deviation 5/5   epoch 46/120   F1 0.7490562474475899   accuracy 0.7900302114803626   precision 0.7374562937062937   recall 0.7714304606568216
deviation 5/5   epoch 47/120   F1 0.7554373379545668   accuracy 0.7922960725075529   precision 0.7460021596051007   recall 0.77107768145504
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deviation 5/5   epoch 48/120   F1 0.7526567335929419   accuracy 0.7919184290030211   precision 0.7417240847387907   recall 0.7725927858776288
deviation 5/5   epoch 49/120   F1 0.750863406508903   accuracy 0.790785498489426   precision 0.7397341628959276   recall 0.7715562933193547
deviation 5/5   epoch 50/120   F1 0.755989022815325   accuracy 0.7930513595166163   precision 0.7462823940765118   recall 0.7722905675823176
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deviation 5/5   epoch 51/120   F1 0.7573833389157119   accuracy 0.7938066465256798   precision 0.7479895104895105   recall 0.7728170085670729
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deviation 5/5   epoch 52/120   F1 0.7535341516270857   accuracy 0.7919184290030211   precision 0.7431509666803784   recall 0.771814050403262
deviation 5/5   epoch 53/120   F1 0.7501437410692163   accuracy 0.7900302114803626   precision 0.7391685520361991   recall 0.7704312562682597
deviation 5/5   epoch 54/120   F1 0.7544415646654046   accuracy 0.7930513595166163   precision 0.7437140065816537   recall 0.7736299738767733
deviation 5/5   epoch 55/120   F1 0.7492449775478826   accuracy 0.7892749244712991   precision 0.738317564788153   recall 0.7694690329801306
deviation 5/5   epoch 56/120   F1 0.7515810509690559   accuracy 0.7911631419939577   precision 0.740587721102427   recall 0.7717935648018054
deviation 5/5   epoch 57/120   F1 0.7499639964240976   accuracy 0.7900302114803626   precision 0.7388831756478815   recall 0.7705923466713263
deviation 5/5   epoch 58/120   F1 0.7496044002272844   accuracy 0.7896525679758308   precision 0.7386003702180173   recall 0.7700299908856222
deviation 5/5   epoch 59/120   F1 0.7515810509690559   accuracy 0.7911631419939577   precision 0.740587721102427   recall 0.7717935648018054
deviation 5/5   epoch 60/120   F1 0.7517589358927348   accuracy 0.7911631419939577   precision 0.7408730974907446   recall 0.7716331256727225
deviation 5/5   epoch 61/120   F1 0.7535453659963002   accuracy 0.7922960725075529   precision 0.7428630193336075   recall 0.7726745276891769
deviation 5/5   epoch 62/120   F1 0.7506837115868975   accuracy 0.790785498489426   precision 0.73944878650761   recall 0.7717212768005881
deviation 5/5   epoch 63/120   F1 0.7591607503522269   accuracy 0.7953172205438066   precision 0.7496914849856027   recall 0.77468937643362
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deviation 5/5   epoch 64/120   F1 0.7533598334599738   accuracy 0.7919184290030211   precision 0.7428655902920609   recall 0.7719655785692333
deviation 5/5   epoch 65/120   F1 0.7611532789638962   accuracy 0.7956948640483383   precision 0.7528280542986425   recall 0.7739262413066231
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deviation 5/5   epoch 66/120   F1 0.7582118546108401   accuracy 0.7938066465256798   precision 0.7494163924310984   recall 0.7721659260256755
deviation 5/5   epoch 67/120   F1 0.7575501464953798   accuracy 0.7938066465256798   precision 0.7482748868778281   recall 0.7726828634679679
deviation 5/5   epoch 68/120   F1 0.7556491352855752   accuracy 0.7930513595166163   precision 0.7457116412998765   recall 0.7725737818999053
deviation 5/5   epoch 69/120   F1 0.7547172217609395   accuracy 0.7915407854984894   precision 0.7454365487453722   recall 0.7700084567672523
deviation 5/5   epoch 70/120   F1 0.752486074966608   accuracy 0.7926737160120846   precision 0.7408628136569313   recall 0.7745685047481512
deviation 5/5   epoch 71/120   F1 0.7514008877466789   accuracy 0.7922960725075529   precision 0.7394385026737968   recall 0.7747102669761872
deviation 5/5   epoch 72/120   F1 0.7526656355340262   accuracy 0.7926737160120846   precision 0.7411481900452489   recall 0.7743936197054855
deviation 5/5   epoch 73/120   F1 0.753720238095238   accuracy 0.7922960725075529   precision 0.7431483957219251   recall 0.7725190179806363
deviation 5/5   epoch 74/120   F1 0.7544610468481248   accuracy 0.7938066465256798   precision 0.743138111888112   recall 0.7754120799114683
deviation 5/5   epoch 75/120   F1 0.7549625394801188   accuracy 0.7930513595166163   precision 0.7445701357466064   recall 0.773164792501809
deviation 5/5   epoch 76/120   F1 0.7535208987599961   accuracy 0.7915407854984894   precision 0.7434389140271493   recall 0.7709706959706959
deviation 5/5   epoch 77/120   F1 0.7524730745783377   accuracy 0.7915407854984894   precision 0.7417266556972439   recall 0.7718750361451358
deviation 5/5   epoch 78/120   F1 0.7538480365335489   accuracy 0.7911631419939577   precision 0.7442976141505553   recall 0.7698708540926025
deviation 5/5   epoch 79/120   F1 0.7565417609389116   accuracy 0.7915407854984894   precision 0.7485756890168656   recall 0.7686886539722768
deviation 5/5   epoch 80/120   F1 0.7521037502600225   accuracy 0.7873867069486404   precision 0.7446087001234061   recall 0.7633805575413977
deviation 5/5   epoch 81/120   F1 0.7515693422328231   accuracy 0.7904078549848943   precision 0.7411636157959687   recall 0.7700596746575958
deviation 5/5   epoch 82/120   F1 0.7538480365335489   accuracy 0.7911631419939577   precision 0.7442976141505553   recall 0.7698708540926025
deviation 5/5   epoch 83/120   F1 0.753720238095238   accuracy 0.7922960725075529   precision 0.7431483957219251   recall 0.7725190179806363
deviation 5/5   epoch 84/120   F1 0.7515762378920274   accuracy 0.790785498489426   precision 0.7408756684491978   recall 0.7709179129509467
deviation 5/5   epoch 85/120   F1 0.7551045392607734   accuracy 0.7900302114803626   precision 0.7474444672974085   recall 0.7666389627659574
deviation 5/5   epoch 86/120   F1 0.751385350275449   accuracy 0.7900302114803626   precision 0.741166186754422   recall 0.7693628605230816
deviation 5/5   epoch 87/120   F1 0.7537580242890267   accuracy 0.7896525679758308   precision 0.7454494035376389   recall 0.7667715459518668
deviation 5/5   epoch 88/120   F1 0.7538480365335489   accuracy 0.7911631419939577   precision 0.7442976141505553   recall 0.7698708540926025
deviation 5/5   epoch 89/120   F1 0.7565747270147951   accuracy 0.7919184290030211   precision 0.7482877416700946   recall 0.7694303264653346
deviation 5/5   epoch 90/120   F1 0.7502736931696521   accuracy 0.7877643504531722   precision 0.7411816125051419   recall 0.7653275371008844
deviation 5/5   epoch 91/120   F1 0.7555813646889176   accuracy 0.7919184290030211   precision 0.7465754833401892   recall 0.7701544385502733
deviation 5/5   epoch 92/120   F1 0.755070468868604   accuracy 0.7896525679758308   precision 0.7477324146441793   recall 0.7659297973264338
deviation 5/5   epoch 93/120   F1 0.7547775708007878   accuracy 0.7900302114803626   precision 0.7468737145207733   recall 0.7668489678860839
deviation 5/5   epoch 94/120   F1 0.7593794705081154   accuracy 0.7926737160120846   precision 0.7525632455779514   recall 0.7690880952136383
deviation 5/5   epoch 95/120   F1 0.7536382876181296   accuracy 0.7904078549848943   precision 0.7445881324557795   recall 0.7684140548127824
deviation 5/5   epoch 96/120   F1 0.7537835002996832   accuracy 0.7900302114803626   precision 0.7451614561908679   recall 0.7675228925397253
deviation 5/5   epoch 97/120   F1 0.7580981332503395   accuracy 0.7911631419939577   precision 0.751717400246812   recall 0.7670064653100629
deviation 5/5   epoch 98/120   F1 0.7502983864232157   accuracy 0.7885196374622356   precision 0.7406057178116001   recall 0.7669096592399922
deviation 5/5   epoch 99/120   F1 0.7557519774911079   accuracy 0.7900302114803626   precision 0.7485859728506787   recall 0.7662404176579434
deviation 5/5   epoch 100/120   F1 0.7524679396671763   accuracy 0.7824773413897281   precision 0.7500642739613328   recall 0.7552063244674292
deviation 5/5   epoch 101/120   F1 0.7585652516209342   accuracy 0.7911631419939577   precision 0.7525735294117647   recall 0.7667535561913877
deviation 5/5   epoch 102/120   F1 0.7536698357178738   accuracy 0.7885196374622356   precision 0.7463132455779515   recall 0.7646077532397229
deviation 5/5   epoch 103/120   F1 0.7542687453600594   accuracy 0.7854984894259819   precision 0.7503290826820239   recall 0.7591338783852837
deviation 5/5   epoch 104/120   F1 0.7565057471264367   accuracy 0.7896525679758308   precision 0.7503008021390374   recall 0.765117738804959
deviation 5/5   epoch 105/120   F1 0.7560061513869939   accuracy 0.7881419939577039   precision 0.7508818387494858   recall 0.7627282866444951
deviation 5/5   epoch 106/120   F1 0.7560550297528372   accuracy 0.7885196374622356   precision 0.7505938914027149   recall 0.7633475898552644
deviation 5/5   epoch 107/120   F1 0.7556951186272597   accuracy 0.7851208459214502   precision 0.7534707939119704   recall 0.7581986720799607
deviation 5/5   epoch 108/120   F1 0.7574604681241656   accuracy 0.7877643504531722   precision 0.7540235499794323   recall 0.7615771136902745
deviation 5/5   epoch 109/120   F1 0.7546362302669642   accuracy 0.7832326283987915   precision 0.7534836487042369   recall 0.7558622944693573
deviation 5/5   epoch 110/120   F1 0.7531988894661699   accuracy 0.7843655589123867   precision 0.7494806663924312   recall 0.7577426995412251
deviation 5/5   epoch 111/120   F1 0.7554911610443678   accuracy 0.7866314199395771   precision 0.7514628753599342   recall 0.7604810333061469
deviation 5/5   epoch 112/120   F1 0.756553835257744   accuracy 0.7858761329305136   precision 0.7543217811600165   recall 0.7590655324152733
deviation 5/5   epoch 113/120   F1 0.7544153886119804   accuracy 0.7836102719033232   precision 0.752624948580831   recall 0.7563862714976697
deviation 5/5   epoch 114/120   F1 0.7546637053512912   accuracy 0.7851208459214502   precision 0.7514731591937474   recall 0.7584474735030766
deviation 5/5   epoch 115/120   F1 0.7580484886322252   accuracy 0.7877643504531722   precision 0.7551650555327025   recall 0.7614017067003793
deviation 5/5   epoch 116/120   F1 0.7546260656345337   accuracy 0.783987915407855   precision 0.7526223776223776   recall 0.7568566558967764
deviation 5/5   epoch 117/120   F1 0.7548699142976802   accuracy 0.7809667673716012   precision 0.7566382147264501   recall 0.7532627669075262
deviation 5/5   epoch 118/120   F1 0.754325348075348   accuracy 0.7809667673716012   precision 0.7554967091731798   recall 0.7532259050880626
deviation 5/5   epoch 119/120   F1 0.7477922295624082   accuracy 0.7734138972809668   precision 0.7509821061291649   recall 0.7451311256415665
deviation 5/5   epoch 120/120   F1 0.7463432952030938   accuracy 0.773036253776435   precision 0.7484162895927602   recall 0.7445015059297764

