deviation 1/5   epoch 1/120   F1 0.5105975352546526   accuracy 0.6533232628398792   precision 0.5320598519127931   recall 0.5638848331156023
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deviation 1/5   epoch 2/120   F1 0.5011585847080741   accuracy 0.6729607250755287   precision 0.536492184286302   recall 0.6090009906388468
deviation 1/5   epoch 3/120   F1 0.4975448339696864   accuracy 0.6748489425981873   precision 0.5359085767174002   recall 0.6167968055860433
deviation 1/5   epoch 4/120   F1 0.494448260572858   accuracy 0.677870090634441   precision 0.5361733854380913   recall 0.6314415834647049
deviation 1/5   epoch 5/120   F1 0.4975196823901487   accuracy 0.6805135951661632   precision 0.5387237762237762   recall 0.6430185633575465
deviation 1/5   epoch 6/120   F1 0.5249634072309274   accuracy 0.6891993957703928   precision 0.5543603455368161   recall 0.6644785076827037
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deviation 1/5   epoch 7/120   F1 0.555411743394664   accuracy 0.6937311178247734   precision 0.5708813245577952   recall 0.6607845024034571
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deviation 1/5   epoch 8/120   F1 0.57978515625   accuracy 0.7054380664652568   precision 0.5882095845331139   recall 0.6842246563573884
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deviation 1/5   epoch 9/120   F1 0.6065747087415423   accuracy 0.7163897280966768   precision 0.6075406211435623   recall 0.6989604626191062
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deviation 1/5   epoch 10/120   F1 0.6439562409635354   accuracy 0.7246978851963746   precision 0.6365924516659811   recall 0.6957794059256353
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deviation 1/5   epoch 11/120   F1 0.6437561434432822   accuracy 0.7337613293051359   precision 0.6368161250514192   recall 0.7203088986107531
deviation 1/5   epoch 12/120   F1 0.6480834898036113   accuracy 0.7322507552870091   precision 0.6402509255450431   recall 0.7121046876139098
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deviation 1/5   epoch 13/120   F1 0.6404996310704163   accuracy 0.7360271903323263   precision 0.6345176881941588   recall 0.7313251946702626
deviation 1/5   epoch 14/120   F1 0.6580048175484645   accuracy 0.7405589123867069   precision 0.6487556561085973   recall 0.7272301077929206
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deviation 1/5   epoch 15/120   F1 0.6528748247058106   accuracy 0.7401812688821753   precision 0.6444775812422872   recall 0.7313735177865612
deviation 1/5   epoch 16/120   F1 0.6391293218683933   accuracy 0.7394259818731118   precision 0.6339237967914438   recall 0.74609766237693
deviation 1/5   epoch 17/120   F1 0.657994345408968   accuracy 0.7413141993957704   precision 0.6487505141916907   recall 0.7295480987535298
deviation 1/5   epoch 18/120   F1 0.6675753228120517   accuracy 0.7462235649546828   precision 0.656993006993007   recall 0.7347170971709718
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deviation 1/5   epoch 19/120   F1 0.6537064075963054   accuracy 0.7435800604229608   precision 0.64531057178116   recall 0.7420683740367535
deviation 1/5   epoch 20/120   F1 0.6591168810114074   accuracy 0.7481117824773413   precision 0.6498457424928012   recall 0.7515779193801628
deviation 1/5   epoch 21/120   F1 0.6580429554718343   accuracy 0.7481117824773413   precision 0.6489896133278485   recall 0.7531299447120451
deviation 1/5   epoch 22/120   F1 0.6519755447856648   accuracy 0.7462235649546828   precision 0.6441510695187166   recall 0.7546796575140242
deviation 1/5   epoch 23/120   F1 0.6642779886462831   accuracy 0.7503776435045317   precision 0.6541109625668449   recall 0.7528261738335476
deviation 1/5   epoch 24/120   F1 0.6642779886462831   accuracy 0.7503776435045317   precision 0.6541109625668449   recall 0.7528261738335476
deviation 1/5   epoch 25/120   F1 0.662479389047991   accuracy 0.7515105740181269   precision 0.6526763677498971   recall 0.7599133403361344
deviation 1/5   epoch 26/120   F1 0.6779172008061959   accuracy 0.7556646525679759   precision 0.6657754010695187   recall 0.7532284367522903
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deviation 1/5   epoch 27/120   F1 0.6690212247108962   accuracy 0.7533987915407855   precision 0.6580856643356643   recall 0.757403506128032
deviation 1/5   epoch 28/120   F1 0.6666459410394285   accuracy 0.7522658610271903   precision 0.6560957424928013   recall 0.756567910312158
deviation 1/5   epoch 29/120   F1 0.6673120416662257   accuracy 0.7533987915407855   precision 0.6566587823940765   recall 0.7599664877283436
deviation 1/5   epoch 30/120   F1 0.6769669218680325   accuracy 0.7556646525679759   precision 0.664919271904566   recall 0.7544993240475417
deviation 1/5   epoch 31/120   F1 0.6534905719871351   accuracy 0.7492447129909365   precision 0.6455573837926779   recall 0.7650958945160324
deviation 1/5   epoch 32/120   F1 0.6696965673197249   accuracy 0.754154078549849   precision 0.6586512751953928   recall 0.7592948586639439
deviation 1/5   epoch 33/120   F1 0.6838211325880118   accuracy 0.7594410876132931   precision 0.6708864664747017   recall 0.7584355179704017
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deviation 1/5   epoch 34/120   F1 0.6744053134942142   accuracy 0.7564199395770392   precision 0.6626311188811189   recall 0.7609205868310525
deviation 1/5   epoch 35/120   F1 0.6865866295065566   accuracy 0.7598187311178247   precision 0.6734522830111065   recall 0.7560185185185185
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deviation 1/5   epoch 36/120   F1 0.6767518413247063   accuracy 0.7579305135951662   precision 0.6646184697655286   recall 0.7631495129391433
deviation 1/5   epoch 37/120   F1 0.6865332407348949   accuracy 0.7620845921450151   precision 0.6731514808720691   recall 0.7640515957029719
deviation 1/5   epoch 38/120   F1 0.6754257610239648   accuracy 0.7575528700906344   precision 0.6634795351707117   recall 0.763728287738275
deviation 1/5   epoch 39/120   F1 0.6864145798968537   accuracy 0.7609516616314199   precision 0.673159193747429   recall 0.760155064809906
deviation 1/5   epoch 40/120   F1 0.6757301107754279   accuracy 0.756797583081571   precision 0.6637700534759359   recall 0.7603783456778013
deviation 1/5   epoch 41/120   F1 0.6790111830043297   accuracy 0.7579305135951662   precision 0.6666161044837515   recall 0.7597956535029038
deviation 1/5   epoch 42/120   F1 0.6848138448875785   accuracy 0.7601963746223565   precision 0.6717374537227478   recall 0.7597224854803042
deviation 1/5   epoch 43/120   F1 0.7004678603294279   accuracy 0.7677492447129909   precision 0.6859548539695599   recall 0.7641540097968054
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deviation 1/5   epoch 44/120   F1 0.701412856373461   accuracy 0.7669939577039275   precision 0.6871015014397368   recall 0.7604299464915318
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deviation 1/5   epoch 45/120   F1 0.6989784206947963   accuracy 0.7643504531722054   precision 0.6851218634306869   recall 0.7551387397730132
deviation 1/5   epoch 46/120   F1 0.6968996642393058   accuracy 0.7620845921450151   precision 0.6834250308515014   recall 0.7507027900766041
deviation 1/5   epoch 47/120   F1 0.7020731567914269   accuracy 0.7639728096676737   precision 0.6885489510489511   recall 0.7505553861567278
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deviation 1/5   epoch 48/120   F1 0.7061079060295712   accuracy 0.7658610271903323   precision 0.6925313656931305   recall 0.7516203602592577
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deviation 1/5   epoch 49/120   F1 0.7075624458676956   accuracy 0.7696374622356495   precision 0.6930764088852324   recall 0.7610323253388946
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deviation 1/5   epoch 50/120   F1 0.7037043412770994   accuracy 0.7643504531722054   precision 0.6902586384204031   recall 0.7499130405416814
deviation 1/5   epoch 51/120   F1 0.6985887787465879   accuracy 0.7666163141993958   precision 0.6842503085150144   recall 0.7629028412113208
deviation 1/5   epoch 52/120   F1 0.7040758274267112   accuracy 0.7669939577039275   precision 0.6899552653229124   recall 0.7571596880392117
deviation 1/5   epoch 53/120   F1 0.7047736882894398   accuracy 0.7677492447129909   precision 0.6905208761826409   recall 0.7586257290807802
deviation 1/5   epoch 54/120   F1 0.7063439772986725   accuracy 0.7688821752265861   precision 0.6919400452488688   recall 0.7601987292757988
deviation 1/5   epoch 55/120   F1 0.7087885336499449   accuracy 0.7666163141993958   precision 0.6953799876593995   recall 0.7509576646192457
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deviation 1/5   epoch 56/120   F1 0.705122922276906   accuracy 0.7681268882175226   precision 0.6908036816125052   recall 0.7593624189219415
deviation 1/5   epoch 57/120   F1 0.7124667181427241   accuracy 0.7685045317220544   precision 0.6990770259152612   recall 0.7523581273816536
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deviation 1/5   epoch 58/120   F1 0.7109673130537228   accuracy 0.7658610271903323   precision 0.6982388934594816   recall 0.7469644704518303
deviation 1/5   epoch 59/120   F1 0.7102413734489207   accuracy 0.7666163141993958   precision 0.6970922459893047   recall 0.7495475260416666
deviation 1/5   epoch 60/120   F1 0.7108854678458347   accuracy 0.7688821752265861   precision 0.697076820238585   recall 0.7550041084087651
deviation 1/5   epoch 61/120   F1 0.7149754598293274   accuracy 0.7662386706948641   precision 0.703087721102427   recall 0.744572675869916
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deviation 1/5   epoch 62/120   F1 0.7151589164699852   accuracy 0.7688821752265861   precision 0.7022135952283011   recall 0.7507787715019051
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deviation 1/5   epoch 63/120   F1 0.7128167904896044   accuracy 0.7688821752265861   precision 0.6993598313451255   recall 0.7530157435353617
deviation 1/5   epoch 64/120   F1 0.7083532791451963   accuracy 0.7677492447129909   precision 0.6945161456190868   recall 0.754535208898421
deviation 1/5   epoch 65/120   F1 0.7146985159829449   accuracy 0.7696374622356495   precision 0.7013523241464418   recall 0.7531589104062217
deviation 1/5   epoch 66/120   F1 0.7178676705614945   accuracy 0.7688821752265861   precision 0.7056381118881119   recall 0.7484291673266804
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deviation 1/5   epoch 67/120   F1 0.7154786970339987   accuracy 0.773036253776435   precision 0.7010438091320444   recall 0.7617578560746865
deviation 1/5   epoch 68/120   F1 0.7123388338740151   accuracy 0.7688821752265861   precision 0.6987890785684903   recall 0.7534956838754308
deviation 1/5   epoch 69/120   F1 0.716547327162448   accuracy 0.7696374622356495   precision 0.7036353352529823   recall 0.7514132991369432
deviation 1/5   epoch 70/120   F1 0.7110232016525126   accuracy 0.7685045317220544   precision 0.6973647675853558   recall 0.753815691263152
deviation 1/5   epoch 71/120   F1 0.7151653870434178   accuracy 0.7696374622356495   precision 0.7019230769230769   recall 0.7527067681269004
deviation 1/5   epoch 72/120   F1 0.7222074009848712   accuracy 0.7719033232628398   precision 0.7098981900452489   recall 0.7519814814814815
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deviation 1/5   epoch 73/120   F1 0.7152359556995378   accuracy 0.773036253776435   precision 0.7007584327437268   recall 0.762042408607563
deviation 1/5   epoch 74/120   F1 0.7245374815952884   accuracy 0.7741691842900302   precision 0.711880399012752   recall 0.7554301335217763
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deviation 1/5   epoch 75/120   F1 0.7211940922909323   accuracy 0.7734138972809668   precision 0.7078902714932127   recall 0.7566665502804379
deviation 1/5   epoch 76/120   F1 0.7255159005407189   accuracy 0.7722809667673716   precision 0.7141762649115591   recall 0.7502104334440878
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deviation 1/5   epoch 77/120   F1 0.7253010331215022   accuracy 0.775679758308157   precision 0.7121554915672563   recall 0.7585059160012406
deviation 1/5   epoch 78/120   F1 0.7230115832817317   accuracy 0.7741691842900302   precision 0.709882764294529   recall 0.7568502524894993
deviation 1/5   epoch 79/120   F1 0.725393517812005   accuracy 0.7741691842900302   precision 0.7130219045660222   recall 0.7546719205281729
deviation 1/5   epoch 80/120   F1 0.7267787754158679   accuracy 0.7734138972809668   precision 0.7153100575894693   recall 0.7517805657524074
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deviation 1/5   epoch 81/120   F1 0.7299823591193835   accuracy 0.7734138972809668   precision 0.7198760798025503   recall 0.7495105947841512
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deviation 1/5   epoch 82/120   F1 0.7236699194482836   accuracy 0.7741691842900302   precision 0.7107388934594817   recall 0.7562267902021831
deviation 1/5   epoch 83/120   F1 0.7259508408796895   accuracy 0.7734138972809668   precision 0.7141685520361991   recall 0.7524310385057106
deviation 1/5   epoch 84/120   F1 0.7251319031209562   accuracy 0.7707703927492447   precision 0.7144719251336898   recall 0.7472189314918085
deviation 1/5   epoch 85/120   F1 0.7337409090718336   accuracy 0.7737915407854985   precision 0.7252956602221308   recall 0.7480554983521892
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deviation 1/5   epoch 86/120   F1 0.7323605066368559   accuracy 0.7749244712990937   precision 0.7224341834635952   recall 0.751062076330207
deviation 1/5   epoch 87/120   F1 0.7289995087604388   accuracy 0.7734138972809668   precision 0.7184491978609626   recall 0.7501648765781044
deviation 1/5   epoch 88/120   F1 0.7310763846431843   accuracy 0.7741691842900302   precision 0.721012443438914   recall 0.7503494670627293
deviation 1/5   epoch 89/120   F1 0.7364167429140231   accuracy 0.775679758308157   precision 0.7281365693130399   recall 0.7501557553358535
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deviation 1/5   epoch 90/120   F1 0.7385462116803574   accuracy 0.7760574018126888   precision 0.7312731386260798   recall 0.7497919118080938
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deviation 1/5   epoch 91/120   F1 0.7423504529556058   accuracy 0.7775679758308157   precision 0.7363996297819827   recall 0.7507583086699787
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deviation 1/5   epoch 92/120   F1 0.7406175872585564   accuracy 0.7764350453172205   precision 0.7344097079391197   recall 0.7495620565822896
deviation 1/5   epoch 93/120   F1 0.7357874132128993   accuracy 0.7775679758308157   precision 0.7258407034142328   recall 0.7542314385045891
deviation 1/5   epoch 94/120   F1 0.7336395041658199   accuracy 0.775679758308157   precision 0.7238559234882764   recall 0.7517754490671663
deviation 1/5   epoch 95/120   F1 0.7307201627068504   accuracy 0.775679758308157   precision 0.7195752776635129   recall 0.7538196580510754
deviation 1/5   epoch 96/120   F1 0.7370765934567698   accuracy 0.7779456193353474   precision 0.7275503907856848   recall 0.7541551326081712
deviation 1/5   epoch 97/120   F1 0.7352190156801982   accuracy 0.7775679758308157   precision 0.7249845742492802   recall 0.754620654940422
deviation 1/5   epoch 98/120   F1 0.7406640496957971   accuracy 0.7779456193353474   precision 0.7332579185520363   recall 0.7521314791965408
deviation 1/5   epoch 99/120   F1 0.7384980728008956   accuracy 0.7741691842900302   precision 0.7327128753599341   recall 0.7466678475562398
deviation 1/5   epoch 100/120   F1 0.7371154983577363   accuracy 0.7768126888217523   precision 0.7284142328259975   recall 0.7519055453442882
deviation 1/5   epoch 101/120   F1 0.7334333016689288   accuracy 0.7715256797583081   precision 0.726452591526121   recall 0.7442069774808402
deviation 1/5   epoch 102/120   F1 0.7298920426835611   accuracy 0.7722809667673716   precision 0.7204545454545455   recall 0.747299291755801
deviation 1/5   epoch 103/120   F1 0.741836026958058   accuracy 0.7749244712990937   precision 0.7378445084327437   recall 0.7468698297486258
deviation 1/5   epoch 104/120   F1 0.7362003891688099   accuracy 0.7715256797583081   precision 0.731018613739202   recall 0.7432922169477667
deviation 1/5   epoch 105/120   F1 0.7326051069509325   accuracy 0.7741691842900302   precision 0.7232954545454545   recall 0.7494027176347619
deviation 1/5   epoch 106/120   F1 0.736037857362865   accuracy 0.7647280966767371   precision 0.7370577951460304   recall 0.735079209782432
deviation 1/5   epoch 107/120   F1 0.7364885409437538   accuracy 0.7685045317220544   precision 0.7341783216783218   recall 0.7391438332562101
deviation 1/5   epoch 108/120   F1 0.7385857059269579   accuracy 0.7726586102719033   precision 0.7341500411353352   recall 0.744360196185754
deviation 1/5   epoch 109/120   F1 0.7366834368754247   accuracy 0.7711480362537765   precision 0.7321626902509255   recall 0.7426201319200957
deviation 1/5   epoch 110/120   F1 0.7385595102927383   accuracy 0.770392749244713   precision 0.736163101604278   recall 0.7413226006452223
deviation 1/5   epoch 111/120   F1 0.7373413184002893   accuracy 0.7711480362537765   precision 0.7333041958041958   recall 0.7424840006947506
deviation 1/5   epoch 112/120   F1 0.7387249186148761   accuracy 0.7764350453172205   precision 0.7312705676676265   recall 0.7503736608745752
deviation 1/5   epoch 113/120   F1 0.7417076901474684   accuracy 0.7783232628398792   precision 0.7346822295351707   recall 0.7523053662776997
deviation 1/5   epoch 114/120   F1 0.7398316919851604   accuracy 0.7741691842900302   precision 0.7349958864664747   recall 0.7462637709038886
deviation 1/5   epoch 115/120   F1 0.7383646704889609   accuracy 0.7700151057401813   precision 0.7361656725627315   recall 0.7408710364896323
deviation 1/5   epoch 116/120   F1 0.7391500964921698   accuracy 0.7813444108761329   precision 0.7283833813245577   recall 0.7598690152742378
deviation 1/5   epoch 117/120   F1 0.7370879010322554   accuracy 0.7726586102719033   precision 0.7315816536404771   recall 0.7447591021115758
deviation 1/5   epoch 118/120   F1 0.7362361275838698   accuracy 0.7726586102719033   precision 0.7301547716988893   recall 0.7450320793553473
deviation 1/5   epoch 119/120   F1 0.7333078534112537   accuracy 0.7790785498489426   precision 0.7212643973673385   recall 0.7595059277066292
deviation 1/5   epoch 120/120   F1 0.7342249490819038   accuracy 0.7779456193353474   precision 0.7232697449609213   recall 0.7561596842654836

deviation 2/5   epoch 1/120   F1 0.4866471590648468   accuracy 0.6616314199395771   precision 0.5248688811188811   recall 0.5718418335895665
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deviation 2/5   epoch 2/120   F1 0.48439760666019094   accuracy 0.668429003021148   precision 0.5273909913615795   recall 0.5930618519780229
deviation 2/5   epoch 3/120   F1 0.4827454204068017   accuracy 0.6718277945619335   precision 0.5285093582887701   recall 0.6070555382584287
deviation 2/5   epoch 4/120   F1 0.49095924398162627   accuracy 0.6733383685800605   precision 0.5324943438914027   recall 0.6120739533801085
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deviation 2/5   epoch 5/120   F1 0.5067352449755047   accuracy 0.6774924471299094   precision 0.5410273549979432   recall 0.6246767451853588
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deviation 2/5   epoch 6/120   F1 0.5148924564385108   accuracy 0.6808912386706949   precision 0.5461409913615796   recall 0.6349522794392717
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deviation 2/5   epoch 7/120   F1 0.5328660907333755   accuracy 0.6861782477341389   precision 0.5566639243109831   recall 0.6465311054488762
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deviation 2/5   epoch 8/120   F1 0.5632168445866523   accuracy 0.6888217522658611   precision 0.5734831345125463   recall 0.6428385807096452
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deviation 2/5   epoch 9/120   F1 0.5969442536088496   accuracy 0.706570996978852   precision 0.5990461744138215   recall 0.6761128768112712
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deviation 2/5   epoch 10/120   F1 0.6380954383456512   accuracy 0.720166163141994   precision 0.6314865281777047   recall 0.6884610317765206
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deviation 2/5   epoch 11/120   F1 0.656217269658627   accuracy 0.7311178247734139   precision 0.6473930481283423   recall 0.7037110735250225
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deviation 2/5   epoch 12/120   F1 0.680821554358882   accuracy 0.7390483383685801   precision 0.6713106746194981   recall 0.7080644368063562
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deviation 2/5   epoch 13/120   F1 0.6831951398056165   accuracy 0.7326283987915407   precision 0.676205779514603   recall 0.6971476485935284
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deviation 2/5   epoch 14/120   F1 0.6942267470388128   accuracy 0.7454682779456193   precision 0.6852504113533526   recall 0.7145490168054216
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deviation 2/5   epoch 15/120   F1 0.6924153349568032   accuracy 0.743202416918429   precision 0.6838389551624846   recall 0.7113136399635921
deviation 2/5   epoch 16/120   F1 0.6975836468763732   accuracy 0.7522658610271903   precision 0.6869163924310984   recall 0.7258116615884433
update
deviation 2/5   epoch 17/120   F1 0.6967351990144424   accuracy 0.7545317220543807   precision 0.6851887083504731   recall 0.7312332267550111
deviation 2/5   epoch 18/120   F1 0.7105927333987738   accuracy 0.7556646525679759   precision 0.702303578774167   recall 0.7261514971888416
update
deviation 2/5   epoch 19/120   F1 0.7100814574756942   accuracy 0.7583081570996979   precision 0.7002879473467709   recall 0.7310868533459896
deviation 2/5   epoch 20/120   F1 0.7057081848137539   accuracy 0.7556646525679759   precision 0.695739921842863   recall 0.7282280661916849
deviation 2/5   epoch 21/120   F1 0.705186302020075   accuracy 0.7590634441087614   precision 0.6937191484985602   recall 0.7355333408354903
deviation 2/5   epoch 22/120   F1 0.7104213885295385   accuracy 0.7605740181268882   precision 0.6997017688194158   recall 0.7353796783665603
deviation 2/5   epoch 23/120   F1 0.706350720150462   accuracy 0.7639728096676737   precision 0.6934003496503497   recall 0.7463294134019901
deviation 2/5   epoch 24/120   F1 0.710228280141844   accuracy 0.7613293051359517   precision 0.6991258741258741   recall 0.7370824762464492
deviation 2/5   epoch 25/120   F1 0.7084397111775937   accuracy 0.7662386706948641   precision 0.6950971822295352   recall 0.7502904553366685
deviation 2/5   epoch 26/120   F1 0.7061613741831849   accuracy 0.7651057401812689   precision 0.6928218839983546   recall 0.7494985079989221
deviation 2/5   epoch 27/120   F1 0.7158470278844506   accuracy 0.7609516616314199   precision 0.7068336075689017   recall 0.7332467174764705
update
deviation 2/5   epoch 28/120   F1 0.7133811017553143   accuracy 0.7654833836858006   precision 0.7013806046894282   recall 0.744062906280112
deviation 2/5   epoch 29/120   F1 0.7220584165879445   accuracy 0.7632175226586103   precision 0.7145233443027561   recall 0.7346565650813337
update
deviation 2/5   epoch 30/120   F1 0.7178866155590704   accuracy 0.7647280966767371   precision 0.7076640271493213   recall 0.7393715581614684
deviation 2/5   epoch 31/120   F1 0.7203860152394388   accuracy 0.7643504531722054   precision 0.711376491155903   recall 0.7373230187481057
deviation 2/5   epoch 32/120   F1 0.7179530071889593   accuracy 0.7643504531722054   precision 0.7079519744960922   recall 0.7385854480132382
deviation 2/5   epoch 33/120   F1 0.7216770861004146   accuracy 0.7651057401812689   precision 0.712798231180584   recall 0.7380890741363986
deviation 2/5   epoch 34/120   F1 0.729390154539749   accuracy 0.7651057401812689   precision 0.7247840394899219   recall 0.7355622731791693
update
deviation 2/5   epoch 35/120   F1 0.7279931212607522   accuracy 0.763595166163142   precision 0.7236528177704649   recall 0.7337269442093526
deviation 2/5   epoch 36/120   F1 0.7270965275353647   accuracy 0.7658610271903323   precision 0.7204982517482517   recall 0.7372377356402915
deviation 2/5   epoch 37/120   F1 0.7300880975300066   accuracy 0.7685045317220544   precision 0.7233340189222541   recall 0.7404732063578626
update
deviation 2/5   epoch 38/120   F1 0.7281907511493548   accuracy 0.7605740181268882   precision 0.7265271493212669   recall 0.730040807375091
deviation 2/5   epoch 39/120   F1 0.7286709850923807   accuracy 0.7605740181268882   precision 0.7273832784862196   recall 0.7300686748868426
deviation 2/5   epoch 40/120   F1 0.7288025845360261   accuracy 0.7586858006042296   precision 0.7293937679967092   recall 0.7282332673168554
deviation 2/5   epoch 41/120   F1 0.7297165003527186   accuracy 0.7617069486404834   precision 0.7282316947758124   recall 0.731347323939808
deviation 2/5   epoch 42/120   F1 0.7312712891094446   accuracy 0.7632175226586103   precision 0.729648292883587   recall 0.7330675172780436
update
deviation 2/5   epoch 43/120   F1 0.730819495794826   accuracy 0.763595166163142   precision 0.7285042163718635   recall 0.7334963903279705
deviation 2/5   epoch 44/120   F1 0.7284175228310503   accuracy 0.756797583081571   precision 0.7305481283422459   recall 0.726559341903145
deviation 2/5   epoch 45/120   F1 0.7317454200869087   accuracy 0.7632175226586103   precision 0.7305044220485397   recall 0.733086161703411
update
deviation 2/5   epoch 46/120   F1 0.7290604594469229   accuracy 0.7571752265861027   precision 0.7314016865487454   recall 0.7270449235193401
deviation 2/5   epoch 47/120   F1 0.731800904832574   accuracy 0.7609516616314199   precision 0.7328028589058   recall 0.7308597870530009
update
deviation 2/5   epoch 48/120   F1 0.7296793277254516   accuracy 0.7518882175226587   precision 0.7388574660633485   recall 0.7247158127190854
deviation 2/5   epoch 49/120   F1 0.7355931301501475   accuracy 0.7647280966767371   precision 0.7362016659810777   recall 0.7350067242163234
update
deviation 2/5   epoch 50/120   F1 0.7332524942993597   accuracy 0.7571752265861027   precision 0.7399629781982723   recall 0.7288804082946342
deviation 2/5   epoch 51/120   F1 0.7303826155180039   accuracy 0.7537764350453172   precision 0.7379884821061291   recall 0.7257645968489342
deviation 2/5   epoch 52/120   F1 0.7340307485096385   accuracy 0.7620845921450151   precision 0.7359342863019334   recall 0.7323383462453795
deviation 2/5   epoch 53/120   F1 0.725616683626015   accuracy 0.745845921450151   precision 0.7377570958453311   recall 0.7205334482764788
deviation 2/5   epoch 54/120   F1 0.7310710837415315   accuracy 0.7571752265861027   precision 0.7353969559851913   recall 0.7277874009136623
deviation 2/5   epoch 55/120   F1 0.7319075655961458   accuracy 0.7579305135951662   precision 0.7362479432332374   recall 0.7286108787391584
deviation 2/5   epoch 56/120   F1 0.7309306689738818   accuracy 0.7571752265861027   precision 0.7351115795968737   recall 0.7277276725765695
deviation 2/5   epoch 57/120   F1 0.7273674064616271   accuracy 0.7515105740181269   precision 0.7342940148087207   recall 0.7229995595360447
deviation 2/5   epoch 58/120   F1 0.7291229392087235   accuracy 0.7522658610271903   precision 0.7371426367749897   recall 0.7244154163189536
deviation 2/5   epoch 59/120   F1 0.7246568917851501   accuracy 0.7454682779456193   precision 0.7360474084738791   recall 0.7196062954458478
deviation 2/5   epoch 60/120   F1 0.7192011876686927   accuracy 0.7348942598187311   precision 0.7386877828054299   recall 0.7159255563850844
deviation 2/5   epoch 61/120   F1 0.7182944668093182   accuracy 0.7341389728096677   precision 0.7375514191690662   recall 0.7149890641723673
deviation 2/5   epoch 62/120   F1 0.7289059555154428   accuracy 0.7518882175226587   precision 0.737145207733443   recall 0.7241491281840676
deviation 2/5   epoch 63/120   F1 0.7262670166428218   accuracy 0.747356495468278   precision 0.7371760592348828   recall 0.7211886986414273
deviation 2/5   epoch 64/120   F1 0.72597917901572   accuracy 0.745845921450151   precision 0.7386132250102838   recall 0.7208977070893691
deviation 2/5   epoch 65/120   F1 0.7198337225912694   accuracy 0.736404833836858   precision 0.7378213698066639   recall 0.7160053614294655
deviation 2/5   epoch 66/120   F1 0.7330858732951685   accuracy 0.7583081570996979   precision 0.738243006993007   recall 0.7293629755036273
deviation 2/5   epoch 67/120   F1 0.7283028434414313   accuracy 0.7481117824773413   precision 0.7408808103661044   recall 0.7231403334851612
deviation 2/5   epoch 68/120   F1 0.7309923652209873   accuracy 0.754154078549849   precision 0.7388420403126286   recall 0.7262973886280082
deviation 2/5   epoch 69/120   F1 0.7296010912988405   accuracy 0.752643504531722   precision 0.7377108185931716   recall 0.7248629718465285
deviation 2/5   epoch 70/120   F1 0.7336953788907327   accuracy 0.7552870090634441   precision 0.7434003496503496   recall 0.7285578401763319
deviation 2/5   epoch 71/120   F1 0.7315462288882739   accuracy 0.7537764350453172   precision 0.7405568696009872   recall 0.7265747778856702
deviation 2/5   epoch 72/120   F1 0.7287421011058453   accuracy 0.7492447129909365   precision 0.7403023447141095   recall 0.723564867967853
deviation 2/5   epoch 73/120   F1 0.7317292159665694   accuracy 0.7530211480362538   precision 0.7419888934594817   recall 0.7265629701306797
deviation 2/5   epoch 74/120   F1 0.7331622105502635   accuracy 0.7537764350453172   precision 0.7442667626491156   recall 0.72788107299102
deviation 2/5   epoch 75/120   F1 0.7336364542328966   accuracy 0.7560422960725075   precision 0.7422537021801727   recall 0.7287063106796117
deviation 2/5   epoch 76/120   F1 0.7284332798890378   accuracy 0.747356495468278   precision 0.7423128342245989   recall 0.7233477156623622
deviation 2/5   epoch 77/120   F1 0.7329323376306733   accuracy 0.7575528700906344   precision 0.7388189016865487   recall 0.7288835118912685
deviation 2/5   epoch 78/120   F1 0.7314176600032634   accuracy 0.756797583081571   precision 0.7365410324969148   recall 0.7277244387021402
deviation 2/5   epoch 79/120   F1 0.72841636675229   accuracy 0.7503776435045317   precision 0.7380116207322089   recall 0.7234142486101014
deviation 2/5   epoch 80/120   F1 0.7298243979919994   accuracy 0.7484894259818731   precision 0.7440173796791444   recall 0.7247163610879612
deviation 2/5   epoch 81/120   F1 0.7207789997763452   accuracy 0.7379154078549849   precision 0.7378110859728507   recall 0.71662123426259
deviation 2/5   epoch 82/120   F1 0.7295591429699841   accuracy 0.75   precision 0.7411533319621555   recall 0.7243565824722541
deviation 2/5   epoch 83/120   F1 0.7345551990465027   accuracy 0.7601963746223565   precision 0.7390862813656931   recall 0.7311389486962006
deviation 2/5   epoch 84/120   F1 0.7329471190292172   accuracy 0.7530211480362538   precision 0.7448426573426574   recall 0.7276348529865213
deviation 2/5   epoch 85/120   F1 0.7259853180512319   accuracy 0.7435800604229608   precision 0.7420531674208145   recall 0.7213386605636262
deviation 2/5   epoch 86/120   F1 0.7343502063051157   accuracy 0.754154078549849   precision 0.7465472027972029   recall 0.7289893053395697
deviation 2/5   epoch 87/120   F1 0.7292276510861967   accuracy 0.7469788519637462   precision 0.7448837926779104   recall 0.7243525573836134
deviation 2/5   epoch 88/120   F1 0.7343418834129444   accuracy 0.7545317220543807   precision 0.7459738790621144   recall 0.7289974748381383
deviation 2/5   epoch 89/120   F1 0.7342372213448105   accuracy 0.7537764350453172   precision 0.7468351501439737   recall 0.7288789558376543
deviation 2/5   epoch 90/120   F1 0.7276906697638406   accuracy 0.743202416918429   precision 0.747192513368984   recall 0.7239082644012221
deviation 2/5   epoch 91/120   F1 0.7332670258801766   accuracy 0.754154078549849   precision 0.7439788153023448   recall 0.7280150916014072
deviation 2/5   epoch 92/120   F1 0.7251498612135852   accuracy 0.7420694864048338   precision 0.7423488276429453   recall 0.7208095890916353
deviation 2/5   epoch 93/120   F1 0.7327275467440584   accuracy 0.7518882175226587   precision 0.7459918757712876   recall 0.7274394726254805
deviation 2/5   epoch 94/120   F1 0.7288257144801968   accuracy 0.7454682779456193   precision 0.7463209584533115   recall 0.7243728454736211
deviation 2/5   epoch 95/120   F1 0.7281996165822426   accuracy 0.747356495468278   precision 0.7417420814479638   recall 0.7230933717698909
deviation 2/5   epoch 96/120   F1 0.7316794635532828   accuracy 0.7511329305135952   precision 0.7445701357466064   recall 0.7264123550009967
deviation 2/5   epoch 97/120   F1 0.728080234130312   accuracy 0.7462235649546828   precision 0.7431766762649116   recall 0.7231622955615746
deviation 2/5   epoch 98/120   F1 0.7269039719588084   accuracy 0.7443353474320241   precision 0.7431895310571781   recall 0.7222596867508522
deviation 2/5   epoch 99/120   F1 0.7259079587570121   accuracy 0.7420694864048338   precision 0.7443464623611682   recall 0.7218802071934048
deviation 2/5   epoch 100/120   F1 0.7337673762778365   accuracy 0.7522658610271903   precision 0.7479869395310572   recall 0.7285088186868507
deviation 2/5   epoch 101/120   F1 0.7366337232802086   accuracy 0.7579305135951662   precision 0.7465214932126697   recall 0.7314022063414973
update
deviation 2/5   epoch 102/120   F1 0.732137328728183   accuracy 0.7503776435045317   precision 0.7468582887700534   recall 0.7269973350544071
deviation 2/5   epoch 103/120   F1 0.732959583746682   accuracy 0.7518882175226587   precision 0.7465626285479227   recall 0.7276825008680272
deviation 2/5   epoch 104/120   F1 0.7256647537442233   accuracy 0.7405589123867069   precision 0.7463543809132045   recall 0.7224477916156669
deviation 2/5   epoch 105/120   F1 0.7293051359516616   accuracy 0.7462235649546828   precision 0.7463158165364048   recall 0.724707584851406
deviation 2/5   epoch 106/120   F1 0.7278980645317279   accuracy 0.743202416918429   precision 0.747763266145619   recall 0.724231001907953
