deviation 1/5   epoch 1/120   F1 0.4421445299804611   accuracy 0.650679758308157   precision 0.502113327848622   recall 0.5088303777886993
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deviation 1/5   epoch 2/120   F1 0.49258250150627164   accuracy 0.6491691842900302   precision 0.5215292060880297   recall 0.5479715630715205
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deviation 1/5   epoch 3/120   F1 0.5239023639023639   accuracy 0.6472809667673716   precision 0.5369523858494447   recall 0.5614388304693512
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deviation 1/5   epoch 4/120   F1 0.5703474983060668   accuracy 0.648036253776435   precision 0.5694801522007404   recall 0.5839382165031386
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deviation 1/5   epoch 5/120   F1 0.6090752918795409   accuracy 0.6582326283987915   precision 0.6076511723570547   recall 0.6110699220332756
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deviation 1/5   epoch 6/120   F1 0.6482759340920425   accuracy 0.6925981873111783   precision 0.6462284039489922   recall 0.6509714922758401
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deviation 1/5   epoch 7/120   F1 0.6763460552656354   accuracy 0.7216767371601208   precision 0.671714315096668   recall 0.6837708518627813
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deviation 1/5   epoch 8/120   F1 0.6951739386376893   accuracy 0.7409365558912386   precision 0.6884204031262855   recall 0.7072841332379236
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deviation 1/5   epoch 9/120   F1 0.7045866901813032   accuracy 0.7477341389728097   precision 0.698076923076923   recall 0.7154546573151224
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deviation 1/5   epoch 10/120   F1 0.7128968961376836   accuracy 0.7564199395770392   precision 0.705152200740436   recall 0.7266276722566701
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deviation 1/5   epoch 11/120   F1 0.7136801365265779   accuracy 0.7579305135951662   precision 0.7054272932949404   recall 0.7288554720253306
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deviation 1/5   epoch 12/120   F1 0.7187808981476067   accuracy 0.7613293051359517   precision 0.7108263060468942   recall 0.7327019395848409
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deviation 1/5   epoch 13/120   F1 0.7225720150840145   accuracy 0.7658610271903323   precision 0.7136492184286303   recall 0.7390412003118141
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deviation 1/5   epoch 14/120   F1 0.7213714507721696   accuracy 0.7643504531722054   precision 0.7128033730974908   recall 0.7368704212454213
deviation 1/5   epoch 15/120   F1 0.7217323934665385   accuracy 0.7688821752265861   precision 0.7107748868778281   recall 0.7455205666112634
deviation 1/5   epoch 16/120   F1 0.7229314496419421   accuracy 0.7677492447129909   precision 0.7130656108597285   recall 0.7424394899567406
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deviation 1/5   epoch 17/120   F1 0.7228786617496767   accuracy 0.7681268882175226   precision 0.7127776635129577   recall 0.7432209242524428
deviation 1/5   epoch 18/120   F1 0.7268170135972498   accuracy 0.7677492447129909   precision 0.7187731386260798   recall 0.7404778810454884
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deviation 1/5   epoch 19/120   F1 0.72583665188159   accuracy 0.7681268882175226   precision 0.7170583093377212   recall 0.7416065705128205
deviation 1/5   epoch 20/120   F1 0.7273977106662869   accuracy 0.7700151057401813   precision 0.7181869600987247   recall 0.7443299718504902
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deviation 1/5   epoch 21/120   F1 0.726535593386437   accuracy 0.7707703927492447   precision 0.7164695598519129   recall 0.7463127178050734
deviation 1/5   epoch 22/120   F1 0.7270849660397074   accuracy 0.7711480362537765   precision 0.7170377416700946   recall 0.7467352927422372
deviation 1/5   epoch 23/120   F1 0.7314257311355606   accuracy 0.7719033232628398   precision 0.7230255039078568   recall 0.7457589665136835
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deviation 1/5   epoch 24/120   F1 0.7314623875316106   accuracy 0.7741691842900302   precision 0.7215831962155492   recall 0.7501015646763859
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deviation 1/5   epoch 25/120   F1 0.7316544280381523   accuracy 0.7741691842900302   precision 0.7218685726038667   recall 0.7499804471943896
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deviation 1/5   epoch 26/120   F1 0.7351379313131966   accuracy 0.775679758308157   precision 0.7261389345948169   recall 0.7508613117035718
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deviation 1/5   epoch 27/120   F1 0.7335825943311252   accuracy 0.7764350453172205   precision 0.7232800287947347   recall 0.7533733220913577
deviation 1/5   epoch 28/120   F1 0.7360297227902566   accuracy 0.7764350453172205   precision 0.726989921842863   recall 0.7518053321468907
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deviation 1/5   epoch 29/120   F1 0.7363300142247511   accuracy 0.7779456193353474   precision 0.7264088852324146   recall 0.7546468186497335
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deviation 1/5   epoch 30/120   F1 0.7383594432132796   accuracy 0.7779456193353474   precision 0.7295480255039078   recall 0.7533662509399963
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deviation 1/5   epoch 31/120   F1 0.735529257199929   accuracy 0.7749244712990937   precision 0.7272855820649938   recall 0.7492226328712827
deviation 1/5   epoch 32/120   F1 0.7393760391794475   accuracy 0.7805891238670695   precision 0.7292446524064171   recall 0.7580633024502657
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deviation 1/5   epoch 33/120   F1 0.7396120890606073   accuracy 0.7783232628398792   precision 0.7312577128753599   recall 0.7533718954372637
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deviation 1/5   epoch 34/120   F1 0.7408363622864125   accuracy 0.7809667673716012   precision 0.7312397161661868   recall 0.7578323199834882
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deviation 1/5   epoch 35/120   F1 0.7388947504839105   accuracy 0.7783232628398792   precision 0.7301162073220897   recall 0.7537825597855327
deviation 1/5   epoch 36/120   F1 0.7417276676411817   accuracy 0.7790785498489426   precision 0.734106334841629   recall 0.7536422176215019
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deviation 1/5   epoch 37/120   F1 0.7415636286731722   accuracy 0.7805891238670695   precision 0.7326691690662279   recall 0.7565980814473994
deviation 1/5   epoch 38/120   F1 0.7426078710289237   accuracy 0.7832326283987915   precision 0.7323657959687371   recall 0.7613466810090566
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deviation 1/5   epoch 39/120   F1 0.7404705947560136   accuracy 0.7809667673716012   precision 0.7306689633895516   recall 0.7580837238201259
deviation 1/5   epoch 40/120   F1 0.7445889802796302   accuracy 0.7832326283987915   precision 0.7355049362402304   recall 0.7599412590984549
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deviation 1/5   epoch 41/120   F1 0.7482245383068202   accuracy 0.783987915407855   precision 0.7409219457013575   recall 0.7592119275825346
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deviation 1/5   epoch 42/120   F1 0.7454560834842525   accuracy 0.7828549848942599   precision 0.737219765528589   recall 0.7586494829827568
deviation 1/5   epoch 43/120   F1 0.7435110825973236   accuracy 0.7813444108761329   precision 0.7352324146441793   recall 0.7568945149219422
deviation 1/5   epoch 44/120   F1 0.7441924299720448   accuracy 0.7809667673716012   precision 0.7366618675442205   recall 0.7558108513689266
deviation 1/5   epoch 45/120   F1 0.7449351809367109   accuracy 0.7828549848942599   precision 0.7363636363636363   recall 0.7589660764749335
deviation 1/5   epoch 46/120   F1 0.7454560834842525   accuracy 0.7828549848942599   precision 0.737219765528589   recall 0.7586494829827568
deviation 1/5   epoch 47/120   F1 0.7472696172068076   accuracy 0.7862537764350453   precision 0.7374820032908268   recall 0.764340086996337
deviation 1/5   epoch 48/120   F1 0.7449163016423133   accuracy 0.7820996978851964   precision 0.7369395310571781   recall 0.7575224224879443
deviation 1/5   epoch 49/120   F1 0.7482828758707158   accuracy 0.7851208459214502   precision 0.7400581036610449   recall 0.7613266723341134
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deviation 1/5   epoch 50/120   F1 0.7479809350066999   accuracy 0.7866314199395771   precision 0.7383355614973262   recall 0.7646148971653297
deviation 1/5   epoch 51/120   F1 0.7491487431285692   accuracy 0.7854984894259819   precision 0.7411970382558618   recall 0.7615298840321142
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deviation 1/5   epoch 52/120   F1 0.7499396954455879   accuracy 0.7881419939577039   precision 0.7403229123817359   recall 0.7663712558639875
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deviation 1/5   epoch 53/120   F1 0.7499001926482842   accuracy 0.7870090634441088   precision 0.7411867544220485   recall 0.764036025893611
deviation 1/5   epoch 54/120   F1 0.7508914158505935   accuracy 0.7866314199395771   precision 0.7431869600987249   recall 0.7626597107244385
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deviation 1/5   epoch 55/120   F1 0.7493849874513947   accuracy 0.7870090634441088   precision 0.7403306252570958   recall 0.7643913531676109
deviation 1/5   epoch 56/120   F1 0.7509570619086348   accuracy 0.7877643504531722   precision 0.7423231180584122   recall 0.7648514225500527
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deviation 1/5   epoch 57/120   F1 0.7516071217030533   accuracy 0.7873867069486404   precision 0.7437525709584534   recall 0.7636806407764964
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deviation 1/5   epoch 58/120   F1 0.7508038124033449   accuracy 0.7881419939577039   precision 0.7417497943233238   recall 0.7657340779912605
deviation 1/5   epoch 59/120   F1 0.7509707422941638   accuracy 0.7854984894259819   precision 0.744336178527355   recall 0.760515949704361
deviation 1/5   epoch 60/120   F1 0.7504507899071424   accuracy 0.7851208459214502   precision 0.7437679967091733   recall 0.7601035437928245
deviation 1/5   epoch 61/120   F1 0.7522681934463795   accuracy 0.7873867069486404   precision 0.7448940765117236   recall 0.763284057748691
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deviation 1/5   epoch 62/120   F1 0.7533115494349852   accuracy 0.7881419939577039   precision 0.7460304401480873   recall 0.7641028029322984
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deviation 1/5   epoch 63/120   F1 0.7534883189458451   accuracy 0.790785498489426   precision 0.744014808720691   recall 0.7693341278962529
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deviation 1/5   epoch 64/120   F1 0.7527067269098949   accuracy 0.7888972809667674   precision 0.7443130399012752   recall 0.7659585856571615
deviation 1/5   epoch 65/120   F1 0.7539751534390897   accuracy 0.7904078549848943   precision 0.7451588852324147   recall 0.7681672807907471
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deviation 1/5   epoch 66/120   F1 0.7518476058776351   accuracy 0.7862537764350453   precision 0.745187165775401   recall 0.7614232887339194
deviation 1/5   epoch 67/120   F1 0.7525152691910484   accuracy 0.7885196374622356   precision 0.7443156108597285   recall 0.7653292568859851
deviation 1/5   epoch 68/120   F1 0.7531287674933056   accuracy 0.7904078549848943   precision 0.7437320032908268   recall 0.768798675315488
deviation 1/5   epoch 69/120   F1 0.7556735090730506   accuracy 0.7892749244712991   precision 0.7491618675442204   recall 0.7648770235293796
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deviation 1/5   epoch 70/120   F1 0.7540282773295313   accuracy 0.7888972809667674   precision 0.7465960510078158   recall 0.7651138396605229
deviation 1/5   epoch 71/120   F1 0.7524004427199558   accuracy 0.7870090634441088   precision 0.745467400246812   recall 0.7625049832973619
deviation 1/5   epoch 72/120   F1 0.7568006638098974   accuracy 0.7926737160120846   precision 0.7479972233648704   recall 0.7708348103073954
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deviation 1/5   epoch 73/120   F1 0.7534040788240732   accuracy 0.7873867069486404   precision 0.7468917112299465   recall 0.7626569706418317
deviation 1/5   epoch 74/120   F1 0.7544781966280489   accuracy 0.7885196374622356   precision 0.7477401275195392   recall 0.7641453058225947
deviation 1/5   epoch 75/120   F1 0.7543125656796432   accuracy 0.7870090634441088   precision 0.7488919169066228   recall 0.7615589952529295
deviation 1/5   epoch 76/120   F1 0.7545709220691401   accuracy 0.7854984894259819   precision 0.7508998354586589   recall 0.7590380633858895
deviation 1/5   epoch 77/120   F1 0.7558021312277039   accuracy 0.7877643504531722   precision 0.7508844097079391   recall 0.7621851448837302
deviation 1/5   epoch 78/120   F1 0.7563132222396287   accuracy 0.7881419939577039   precision 0.751452591526121   recall 0.7625977727316358
deviation 1/5   epoch 79/120   F1 0.7554306056114004   accuracy 0.7885196374622356   precision 0.7494523858494446   recall 0.7636467138924892
deviation 1/5   epoch 80/120   F1 0.7574859163179025   accuracy 0.7888972809667674   precision 0.7528743315508022   recall 0.7633598746899882
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deviation 1/5   epoch 81/120   F1 0.7553550602115202   accuracy 0.7892749244712991   precision 0.7485911147675854   recall 0.7650526448521531
deviation 1/5   epoch 82/120   F1 0.7566711627891712   accuracy 0.7885196374622356   precision 0.7517353969559852   recall 0.7630744636548046
deviation 1/5   epoch 83/120   F1 0.7572342543941799   accuracy 0.7892749244712991   precision 0.7520156314273961   recall 0.7640996004450875
deviation 1/5   epoch 84/120   F1 0.7571278825995806   accuracy 0.7885196374622356   precision 0.7525915261209379   recall 0.762886377258327
deviation 1/5   epoch 85/120   F1 0.75635667905837   accuracy 0.7873867069486404   precision 0.7523138626079802   recall 0.7613625393232244
deviation 1/5   epoch 86/120   F1 0.755942033051868   accuracy 0.7866314199395771   precision 0.7523190045248869   recall 0.7603320664928768
deviation 1/5   epoch 87/120   F1 0.7561599435870945   accuracy 0.7881419939577039   precision 0.7511672151378034   recall 0.7626622331290653
deviation 1/5   epoch 88/120   F1 0.7586544146150174   accuracy 0.7896525679758308   precision 0.7542960715754834   recall 0.7641234593120869
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deviation 1/5   epoch 89/120   F1 0.7610742645082985   accuracy 0.7926737160120846   precision 0.7557023858494447   recall 0.7681504298621946
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deviation 1/5   epoch 90/120   F1 0.7588918565397539   accuracy 0.7892749244712991   precision 0.7551547716988893   recall 0.7634310134310134
deviation 1/5   epoch 91/120   F1 0.7612373708182092   accuracy 0.7938066465256798   precision 0.7548385438091321   recall 0.7701203144799771
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deviation 1/5   epoch 92/120   F1 0.7588040741803684   accuracy 0.7896525679758308   precision 0.7545814479638009   recall 0.7640644760851405
deviation 1/5   epoch 93/120   F1 0.7594126036659448   accuracy 0.7888972809667674   precision 0.7565842245989305   recall 0.7626883035783026
deviation 1/5   epoch 94/120   F1 0.7627078639525869   accuracy 0.7926737160120846   precision 0.7588415261209379   recall 0.7674135621829694
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deviation 1/5   epoch 95/120   F1 0.7632823209185836   accuracy 0.7919184290030211   precision 0.7608443027560674   recall 0.7660413636134196
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deviation 1/5   epoch 96/120   F1 0.7602631810402494   accuracy 0.7881419939577039   precision 0.7591577540106952   recall 0.7614337723976282
deviation 1/5   epoch 97/120   F1 0.7621659486713277   accuracy 0.7892749244712991   precision 0.7617184286301933   recall 0.762623865187207
deviation 1/5   epoch 98/120   F1 0.7645090485488508   accuracy 0.7938066465256798   precision 0.7611168243521185   recall 0.7685322524780616
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deviation 1/5   epoch 99/120   F1 0.7597016221656744   accuracy 0.7888972809667674   precision 0.7571549773755656   recall 0.7626076854158257
deviation 1/5   epoch 100/120   F1 0.7614756384825192   accuracy 0.7892749244712991   precision 0.7602915466886055   recall 0.7627340765653545
deviation 1/5   epoch 101/120   F1 0.7581758821668412   accuracy 0.7885196374622356   precision 0.7545891608391608   recall 0.7625021538298408
deviation 1/5   epoch 102/120   F1 0.7606316008532334   accuracy 0.7900302114803626   precision 0.7577180172768407   recall 0.7640170670037927
deviation 1/5   epoch 103/120   F1 0.7607602084442507   accuracy 0.7885196374622356   precision 0.759725935828877   recall 0.7618512556926722
deviation 1/5   epoch 104/120   F1 0.7611341592747751   accuracy 0.7904078549848943   precision 0.7582861990950226   recall 0.7644307676514966
deviation 1/5   epoch 105/120   F1 0.7599887017796805   accuracy 0.7888972809667674   precision 0.7577257301522007   recall 0.7625329737565236
deviation 1/5   epoch 106/120   F1 0.7554109268313056   accuracy 0.7828549848942599   precision 0.7554838543809133   recall 0.7553382834626752
deviation 1/5   epoch 107/120   F1 0.75705007152391   accuracy 0.7828549848942599   precision 0.7589083710407241   recall 0.7553671671690709
deviation 1/5   epoch 108/120   F1 0.7580276696456312   accuracy 0.7885196374622356   precision 0.7543037844508432   recall 0.7625524234219887
deviation 1/5   epoch 109/120   F1 0.7599887017796805   accuracy 0.7888972809667674   precision 0.7577257301522007   recall 0.7625329737565236
deviation 1/5   epoch 110/120   F1 0.7586870753914425   accuracy 0.7836102719033232   precision 0.7614716166186755   recall 0.7562849368781606
deviation 1/5   epoch 111/120   F1 0.758406066292256   accuracy 0.7881419939577039   precision 0.7554478609625668   recall 0.761858499846154
deviation 1/5   epoch 112/120   F1 0.7558953133789077   accuracy 0.7813444108761329   precision 0.758347902097902   recall 0.7537462398717216
deviation 1/5   epoch 113/120   F1 0.7618166884015245   accuracy 0.7877643504531722   precision 0.7628702180172768   recall 0.7608189909162566
deviation 1/5   epoch 114/120   F1 0.7564726810851665   accuracy 0.7820996978851964   precision 0.758628136569313   recall 0.7545524247651907
deviation 1/5   epoch 115/120   F1 0.7521698252595264   accuracy 0.7768126888217523   precision 0.7560957424928013   recall 0.7490127148700546
deviation 1/5   epoch 116/120   F1 0.7583374395991941   accuracy 0.7862537764350453   precision 0.7574583504730563   recall 0.7592580127375343
deviation 1/5   epoch 117/120   F1 0.7621915960218819   accuracy 0.7900302114803626   precision 0.760857157548334   recall 0.7636203729445052
deviation 1/5   epoch 118/120   F1 0.7560682749625647   accuracy 0.7809667673716012   precision 0.7592066022213081   recall 0.7534190622934173
deviation 1/5   epoch 119/120   F1 0.7538887260002798   accuracy 0.7802114803625377   precision 0.7555018510900864   recall 0.7524109589736947
deviation 1/5   epoch 120/120   F1 0.7498743196939296   accuracy 0.7749244712990937   precision 0.7535402097902097   recall 0.7468912338678384

deviation 5/5   epoch 1/120   F1 0.43367570322537935   accuracy 0.6559667673716012   precision 0.5023627108185932   recall 0.513282698165499
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deviation 5/5   epoch 2/120   F1 0.5118633954021151   accuracy 0.6733383685800605   precision 0.5413410119292472   recall 0.6092511911131494
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deviation 5/5   epoch 3/120   F1 0.5750827068489138   accuracy 0.6888217522658611   precision 0.5806175442204854   recall 0.6400647682858738
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deviation 5/5   epoch 4/120   F1 0.6569575405054101   accuracy 0.7186555891238671   precision 0.6494755244755245   recall 0.6800090561831671
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deviation 5/5   epoch 5/120   F1 0.6695647708601646   accuracy 0.7375377643504532   precision 0.6596205265322912   recall 0.7104740378006436
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deviation 5/5   epoch 6/120   F1 0.6917954565204225   accuracy 0.7496223564954683   precision 0.6809414849856026   recall 0.7236442486973363
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deviation 5/5   epoch 7/120   F1 0.6995226128913166   accuracy 0.7586858006042296   precision 0.6871580625257097   recall 0.7389499554822483
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deviation 5/5   epoch 8/120   F1 0.7106118370379744   accuracy 0.7632175226586103   precision 0.69882764294529   recall 0.7409688483202739
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deviation 5/5   epoch 9/120   F1 0.719813182540737   accuracy 0.7726586102719033   precision 0.7064685314685315   recall 0.7560556060388668
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deviation 5/5   epoch 10/120   F1 0.7235365953973386   accuracy 0.775679758308157   precision 0.7098724804607157   recall 0.7602770736684362
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deviation 5/5   epoch 11/120   F1 0.7278354123537366   accuracy 0.7790785498489426   precision 0.7138446112710819   recall 0.7649052391375142
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deviation 5/5   epoch 12/120   F1 0.7230468523799469   accuracy 0.7783232628398792   precision 0.7081422254216372   recall 0.7683304953784837
deviation 5/5   epoch 13/120   F1 0.7330856668862327   accuracy 0.7775679758308157   precision 0.7218454339777869   recall 0.7562011628502524
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deviation 5/5   epoch 14/120   F1 0.7338651040702779   accuracy 0.7809667673716012   precision 0.7209661661867544   recall 0.7636257396041335
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deviation 5/5   epoch 15/120   F1 0.7331852490977205   accuracy 0.7813444108761329   precision 0.7198220896750309   recall 0.7652839130788891
deviation 5/5   epoch 16/120   F1 0.7386863594871753   accuracy 0.7824773413897281   precision 0.7269487865076101   recall 0.7628422720072414
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deviation 5/5   epoch 17/120   F1 0.7397868238951719   accuracy 0.7832326283987915   precision 0.7280851501439737   recall 0.7636567077682974
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deviation 5/5   epoch 18/120   F1 0.7396139778154327   accuracy 0.7851208459214502   precision 0.7266454134101192   recall 0.7684803720400455
deviation 5/5   epoch 19/120   F1 0.7426479325197071   accuracy 0.7862537764350453   precision 0.7303475935828877   recall 0.7683197819804441
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deviation 5/5   epoch 20/120   F1 0.7439616329214287   accuracy 0.7866314199395771   precision 0.7320572809543398   recall 0.7679944507414228
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deviation 5/5   epoch 21/120   F1 0.7442987409814359   accuracy 0.7873867069486404   precision 0.7320521390374332   recall 0.7695249890446404
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deviation 5/5   epoch 22/120   F1 0.7447745169019863   accuracy 0.7888972809667674   precision 0.7317564788153024   recall 0.772889299923486
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deviation 5/5   epoch 23/120   F1 0.7463044667924319   accuracy 0.7888972809667674   precision 0.7340394899218429   recall 0.7713131335710214
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deviation 5/5   epoch 24/120   F1 0.7469612764122466   accuracy 0.790785498489426   precision 0.7337412587412587   recall 0.7755005257527962
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deviation 5/5   epoch 25/120   F1 0.7465419118028336   accuracy 0.7873867069486404   precision 0.7354766556972439   recall 0.7674550943010553
deviation 5/5   epoch 26/120   F1 0.750322888741765   accuracy 0.7900302114803626   precision 0.7394539284245166   recall 0.7702723094066302
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deviation 5/5   epoch 27/120   F1 0.7481535720786964   accuracy 0.7892749244712991   precision 0.7366053064582476   recall 0.7704577180221879
deviation 5/5   epoch 28/120   F1 0.7485197976427049   accuracy 0.7892749244712991   precision 0.7371760592348828   recall 0.7701194355870615
deviation 5/5   epoch 29/120   F1 0.750682609923736   accuracy 0.7904078549848943   precision 0.739736733854381   recall 0.7708321987907409
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deviation 5/5   epoch 30/120   F1 0.748342679747396   accuracy 0.7888972809667674   precision 0.7371786301933361   recall 0.7693882020564822
deviation 5/5   epoch 31/120   F1 0.7481445129236499   accuracy 0.7896525679758308   precision 0.7363173591114768   recall 0.7713817015607297
deviation 5/5   epoch 32/120   F1 0.7488253165253014   accuracy 0.7915407854984894   precision 0.7360191279308926   recall 0.775459990158071
deviation 5/5   epoch 33/120   F1 0.7490610872283032   accuracy 0.7881419939577039   precision 0.7388960304401481   recall 0.7670575344434265
deviation 5/5   epoch 34/120   F1 0.7503225231076318   accuracy 0.790785498489426   precision 0.7388780337309749   recall 0.7720578116261569
deviation 5/5   epoch 35/120   F1 0.7492390075077324   accuracy 0.7900302114803626   precision 0.7377416700946113   recall 0.7712584335582282
deviation 5/5   epoch 36/120   F1 0.7485197976427049   accuracy 0.7892749244712991   precision 0.7371760592348828   recall 0.7701194355870615
deviation 5/5   epoch 37/120   F1 0.7492390075077324   accuracy 0.7900302114803626   precision 0.7377416700946113   recall 0.7712584335582282
deviation 5/5   epoch 38/120   F1 0.7496044002272844   accuracy 0.7896525679758308   precision 0.7386003702180173   recall 0.7700299908856222
deviation 5/5   epoch 39/120   F1 0.7522796475766165   accuracy 0.790785498489426   precision 0.7420171740024681   recall 0.7703133435177634
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deviation 5/5   epoch 40/120   F1 0.7495702632409567   accuracy 0.7873867069486404   precision 0.7403280542986426   recall 0.7650446464329992
deviation 5/5   epoch 41/120   F1 0.7519291125541125   accuracy 0.790785498489426   precision 0.7414464212258329   recall 0.7706114568925773
deviation 5/5   epoch 42/120   F1 0.7495900045563477   accuracy 0.7881419939577039   precision 0.7397521596051008   recall 0.7666397893850463
deviation 5/5   epoch 43/120   F1 0.7521129354631038   accuracy 0.7911631419939577   precision 0.7414438502673797   recall 0.7713186525073183
deviation 5/5   epoch 44/120   F1 0.7530266113050221   accuracy 0.7930513595166163   precision 0.7414309954751132   recall 0.7749653756848001
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deviation 5/5   epoch 45/120   F1 0.7532055468477883   accuracy 0.7930513595166163   precision 0.7417163718634308   recall 0.7747907313879536
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deviation 5/5   epoch 46/120   F1 0.7526622266785139   accuracy 0.7922960725075529   precision 0.7414361373920197   recall 0.7734841866154115
deviation 5/5   epoch 47/120   F1 0.7515843848936266   accuracy 0.7919184290030211   precision 0.7400118264088853   recall 0.7735984326448313
deviation 5/5   epoch 48/120   F1 0.7531739448777839   accuracy 0.7915407854984894   precision 0.7428681612505141   recall 0.7712638265124453
deviation 5/5   epoch 49/120   F1 0.7548134842679923   accuracy 0.7938066465256798   precision 0.7437088646647471   recall 0.775074867675736
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deviation 5/5   epoch 50/120   F1 0.7529876996867358   accuracy 0.7911631419939577   precision 0.7428707322089675   recall 0.7705691885888755
deviation 5/5   epoch 51/120   F1 0.7539751534390897   accuracy 0.7904078549848943   precision 0.7451588852324147   recall 0.7681672807907471
deviation 5/5   epoch 52/120   F1 0.7522890540696673   accuracy 0.7911631419939577   precision 0.7417292266556972   recall 0.7711645905298745
deviation 5/5   epoch 53/120   F1 0.7544139389818802   accuracy 0.7922960725075529   precision 0.7442899012751953   recall 0.7719179258241757
deviation 5/5   epoch 54/120   F1 0.7543574122264702   accuracy 0.7911631419939577   precision 0.745153743315508   recall 0.7694757367980416
deviation 5/5   epoch 55/120   F1 0.7535341516270857   accuracy 0.7919184290030211   precision 0.7431509666803784   recall 0.771814050403262
deviation 5/5   epoch 56/120   F1 0.7531458510439952   accuracy 0.790785498489426   precision 0.7434440559440559   recall 0.7696038653945259
deviation 5/5   epoch 57/120   F1 0.7528246753246753   accuracy 0.7915407854984894   precision 0.742297408473879   recall 0.7715652374366067
deviation 5/5   epoch 58/120   F1 0.7515837703898328   accuracy 0.7915407854984894   precision 0.7402997737556561   recall 0.7726869586273898
deviation 5/5   epoch 59/120   F1 0.751919926469285   accuracy 0.7904078549848943   precision 0.7417343685726039   recall 0.7697652733695555
deviation 5/5   epoch 60/120   F1 0.7560190733601928   accuracy 0.7911631419939577   precision 0.7480075071986836   recall 0.7682834406972339
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deviation 5/5   epoch 61/120   F1 0.7560805252170837   accuracy 0.7919184290030211   precision 0.7474316125051419   recall 0.7697838373857253
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deviation 5/5   epoch 62/120   F1 0.7573833389157119   accuracy 0.7938066465256798   precision 0.7479895104895105   recall 0.7728170085670729
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deviation 5/5   epoch 63/120   F1 0.7530281611011203   accuracy 0.793429003021148   precision 0.7411430481283423   recall 0.7758986856609604
deviation 5/5   epoch 64/120   F1 0.7576549494301709   accuracy 0.7930513595166163   precision 0.7491361579596874   recall 0.7709934337841314
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deviation 5/5   epoch 65/120   F1 0.7594245436357017   accuracy 0.7930513595166163   precision 0.7522752982311807   recall 0.7697854089053242
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deviation 5/5   epoch 66/120   F1 0.7585172771211839   accuracy 0.7956948640483383   precision 0.7482620320855615   recall 0.7761040236577263
deviation 5/5   epoch 67/120   F1 0.7510438316642397   accuracy 0.7911631419939577   precision 0.7397315919374743   recall 0.7722878636896222
deviation 5/5   epoch 68/120   F1 0.7605073759390968   accuracy 0.7956948640483383   precision 0.7516865487453723   recall 0.7744231517202956
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deviation 5/5   epoch 69/120   F1 0.7589884562196761   accuracy 0.793429003021148   precision 0.751131221719457   recall 0.7708204670738124
deviation 5/5   epoch 70/120   F1 0.7539059702879638   accuracy 0.7926737160120846   precision 0.7431458247634719   recall 0.7732312190372597
deviation 5/5   epoch 71/120   F1 0.7595862614998754   accuracy 0.7945619335347432   precision 0.7511235088440971   recall 0.7727227038572685
deviation 5/5   epoch 72/120   F1 0.7593488573378384   accuracy 0.7938066465256798   precision 0.7514140271493213   recall 0.7713351442690544
deviation 5/5   epoch 73/120   F1 0.7574583033232714   accuracy 0.7926737160120846   precision 0.7491387289181406   recall 0.7703537783059959
deviation 5/5   epoch 74/120   F1 0.7564405128863771   accuracy 0.7922960725075529   precision 0.7477144179350061   recall 0.7703087126312955
deviation 5/5   epoch 75/120   F1 0.7605427376419743   accuracy 0.7960725075528701   precision 0.7513986013986014   recall 0.7752153110047847
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deviation 5/5   epoch 76/120   F1 0.7606313710839516   accuracy 0.7953172205438066   precision 0.7522598724804608   recall 0.7735253122212311
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deviation 5/5   epoch 77/120   F1 0.7535545312931491   accuracy 0.7926737160120846   precision 0.7425750719868367   recall 0.7735524460825352
deviation 5/5   epoch 78/120   F1 0.7604112687641373   accuracy 0.7964501510574018   precision 0.7508252776635129   recall 0.7761641710666081
deviation 5/5   epoch 79/120   F1 0.7590222740320767   accuracy 0.7956948640483383   precision 0.7491181612505142   recall 0.7756563576815985
deviation 5/5   epoch 80/120   F1 0.7590480009975634   accuracy 0.7960725075528701   precision 0.7488302139037433   recall 0.7765009213364378
deviation 5/5   epoch 81/120   F1 0.7593561499349157   accuracy 0.7956948640483383   precision 0.7496889140271493   recall 0.7753682258598434
deviation 5/5   epoch 82/120   F1 0.7596220057946941   accuracy 0.7949395770392749   precision 0.7508355614973261   recall 0.7734952888533815
deviation 5/5   epoch 83/120   F1 0.7637083277148953   accuracy 0.7960725075528701   precision 0.7571061291649527   recall 0.7729217837454287
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deviation 5/5   epoch 84/120   F1 0.7602752127466956   accuracy 0.7968277945619335   precision 0.7502519539284245   recall 0.7771433208340095
deviation 5/5   epoch 85/120   F1 0.76030255625017   accuracy 0.7938066465256798   precision 0.7531262854792267   recall 0.7706954621063196
deviation 5/5   epoch 86/120   F1 0.7591894896286618   accuracy 0.7956948640483383   precision 0.7494035376388317   recall 0.7755112691146806
deviation 5/5   epoch 87/120   F1 0.7643745021564621   accuracy 0.7964501510574018   precision 0.757959687371452   recall 0.77323000339713
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deviation 5/5   epoch 88/120   F1 0.7598696684455639   accuracy 0.7941842900302115   precision 0.751982208967503   recall 0.771738173611501
deviation 5/5   epoch 89/120   F1 0.7608772776986732   accuracy 0.793429003021148   precision 0.7545557383792678   recall 0.7696245524672762
deviation 5/5   epoch 90/120   F1 0.7601575509063352   accuracy 0.7926737160120846   precision 0.7539901275195393   recall 0.7686362817510359
deviation 5/5   epoch 91/120   F1 0.7622653865247104   accuracy 0.7945619335347432   precision 0.7559749074454957   recall 0.7709312957157786
deviation 5/5   epoch 92/120   F1 0.7600889297384616   accuracy 0.7911631419939577   precision 0.7554272932949404   recall 0.7660186960930988
deviation 5/5   epoch 93/120   F1 0.7611532789638962   accuracy 0.7956948640483383   precision 0.7528280542986425   recall 0.7739262413066231
deviation 5/5   epoch 94/120   F1 0.7575401943506386   accuracy 0.7892749244712991   precision 0.7525863842040312   recall 0.7639637824258789
deviation 5/5   epoch 95/120   F1 0.7567222474683768   accuracy 0.7888972809667674   precision 0.7514474496092143   recall 0.7636883558065941
deviation 5/5   epoch 96/120   F1 0.7587120365374871   accuracy 0.7900302114803626   precision 0.7540081242287124   recall 0.7647212494540738
deviation 5/5   epoch 97/120   F1 0.758560884543835   accuracy 0.7900302114803626   precision 0.753722747840395   recall 0.7647863743198429
deviation 5/5   epoch 98/120   F1 0.7597300838574423   accuracy 0.790785498489426   precision 0.7551444878650762   recall 0.765543389845021
deviation 5/5   epoch 99/120   F1 0.761348455280003   accuracy 0.790785498489426   precision 0.7582836281365692   recall 0.7649349279394506
deviation 5/5   epoch 100/120   F1 0.7611907525330155   accuracy 0.7915407854984894   precision 0.7571369806663925   recall 0.7661812297734628
deviation 5/5   epoch 101/120   F1 0.7586286538780933   accuracy 0.7877643504531722   precision 0.7563065610859728   recall 0.76125
deviation 5/5   epoch 102/120   F1 0.7589063559577122   accuracy 0.7926737160120846   precision 0.7517071164129987   recall 0.7693801688991426
deviation 5/5   epoch 103/120   F1 0.7582369086613568   accuracy 0.7888972809667674   precision 0.7543012134923899   recall 0.7630708622151299
deviation 5/5   epoch 104/120   F1 0.7592516157893171   accuracy 0.7866314199395771   precision 0.7588826614561909   recall 0.7596277495769882
deviation 5/5   epoch 105/120   F1 0.759905780617266   accuracy 0.7877643504531722   precision 0.7588749485808309   recall 0.7609933048732125
deviation 5/5   epoch 106/120   F1 0.7565111206741184   accuracy 0.7828549848942599   precision 0.7577668654874538   recall 0.7553368134278422
deviation 5/5   epoch 107/120   F1 0.7568468361781207   accuracy 0.7809667673716012   precision 0.7609188605512135   recall 0.7535786656805399
deviation 5/5   epoch 108/120   F1 0.7566058219453585   accuracy 0.7820996978851964   precision 0.7589135129576305   recall 0.7545666190809318
deviation 5/5   epoch 109/120   F1 0.7592516157893171   accuracy 0.7866314199395771   precision 0.7588826614561909   recall 0.7596277495769882
deviation 5/5   epoch 110/120   F1 0.7629652281583064   accuracy 0.7904078549848943   precision 0.761996092143151   recall 0.763983467681091
deviation 5/5   epoch 111/120   F1 0.7591367839355281   accuracy 0.7843655589123867   precision 0.7614664747017689   recall 0.7570767192005596
deviation 5/5   epoch 112/120   F1 0.7575230450781678   accuracy 0.7802114803625377   precision 0.7634923899629782   recall 0.7532099665229584
deviation 5/5   epoch 113/120   F1 0.7525944490563775   accuracy 0.7764350453172205   precision 0.7575251953928425   recall 0.7488478919217039
deviation 5/5   epoch 114/120   F1 0.7580428040101412   accuracy 0.7854984894259819   precision 0.7577488687782805   recall 0.7583413216240453
deviation 5/5   epoch 115/120   F1 0.753104432798031   accuracy 0.7764350453172205   precision 0.7586667009461128   recall 0.749025417121472
deviation 5/5   epoch 116/120   F1 0.7530962191244757   accuracy 0.7790785498489426   precision 0.7552241875771287   recall 0.7512021184867193
deviation 5/5   epoch 117/120   F1 0.7534944517633404   accuracy 0.7809667673716012   precision 0.7537844508432744   recall 0.7532089758980516
deviation 5/5   epoch 118/120   F1 0.7525610455450353   accuracy 0.7768126888217523   precision 0.756951871657754   recall 0.7491202685027147
deviation 5/5   epoch 119/120   F1 0.7496708965252116   accuracy 0.773036253776435   precision 0.7555506993006993   recall 0.7454673588718266
deviation 5/5   epoch 120/120   F1 0.7517236886771674   accuracy 0.7760574018126888   precision 0.7561008844097079   recall 0.7482952183859053

