deviation 1/5   epoch 1/120   F1 0.4457983712516737   accuracy 0.6514350453172205   precision 0.5038204442616208   recall 0.515382425630475
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deviation 1/5   epoch 2/120   F1 0.45400329907372156   accuracy 0.6563444108761329   precision 0.5094945495680789   recall 0.537998518335597
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deviation 1/5   epoch 3/120   F1 0.489169992822648   accuracy 0.6635196374622356   precision 0.5268536610448376   recall 0.5778944267637643
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deviation 1/5   epoch 4/120   F1 0.557740026722657   accuracy 0.6827794561933535   precision 0.568387494858083   recall 0.6291763791763791
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deviation 1/5   epoch 5/120   F1 0.6048512092255126   accuracy 0.7069486404833837   precision 0.6044657548334019   recall 0.6730219763842227
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deviation 1/5   epoch 6/120   F1 0.6472186683167555   accuracy 0.7258308157099698   precision 0.6394385026737968   recall 0.6966247938078924
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deviation 1/5   epoch 7/120   F1 0.667568509295128   accuracy 0.7409365558912386   precision 0.657314376799671   recall 0.7199113008726155
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deviation 1/5   epoch 8/120   F1 0.6806464256640637   accuracy 0.7522658610271903   precision 0.6686523035787741   recall 0.739221206408017
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deviation 1/5   epoch 9/120   F1 0.697746407691159   accuracy 0.7598187311178247   precision 0.6848673385438091   recall 0.7434520585048754
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deviation 1/5   epoch 10/120   F1 0.6971697065147069   accuracy 0.7620845921450151   precision 0.683710407239819   recall 0.7504038715600831
deviation 1/5   epoch 11/120   F1 0.6967034645244932   accuracy 0.7654833836858006   precision 0.682545763060469   recall 0.761644773267667
deviation 1/5   epoch 12/120   F1 0.7108481010936103   accuracy 0.7696374622356495   precision 0.6967863019333608   recall 0.7571811611489858
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deviation 1/5   epoch 13/120   F1 0.7005602177137327   accuracy 0.7654833836858006   precision 0.6865410324969149   recall 0.7567355622293679
deviation 1/5   epoch 14/120   F1 0.7123930534269873   accuracy 0.7707703927492447   precision 0.6982054709995886   recall 0.758710123953942
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deviation 1/5   epoch 15/120   F1 0.7155866542366931   accuracy 0.7760574018126888   precision 0.7001671122994653   recall 0.7709843923891034
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deviation 1/5   epoch 16/120   F1 0.7109808176885883   accuracy 0.773036253776435   precision 0.6959070341423282   recall 0.7673949259882777
deviation 1/5   epoch 17/120   F1 0.7142183296058555   accuracy 0.7737915407854985   precision 0.6993264088852325   recall 0.7655703142193842
deviation 1/5   epoch 18/120   F1 0.7203336551711341   accuracy 0.7764350453172205   precision 0.7055866927190456   recall 0.7660153092284507
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deviation 1/5   epoch 19/120   F1 0.7225090566389316   accuracy 0.7753021148036254   precision 0.7087335458658988   recall 0.7603348417377781
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deviation 1/5   epoch 20/120   F1 0.7186727335164834   accuracy 0.775679758308157   precision 0.7038795763060468   recall 0.7657825235950235
deviation 1/5   epoch 21/120   F1 0.7202127616124152   accuracy 0.7753021148036254   precision 0.7058797819827232   recall 0.7628525005846801
deviation 1/5   epoch 22/120   F1 0.7191532229458419   accuracy 0.7741691842900302   precision 0.7050313656931304   recall 0.7608324502531496
deviation 1/5   epoch 23/120   F1 0.7208050889559391   accuracy 0.777190332326284   precision 0.7058669271904565   recall 0.7677030573525232
deviation 1/5   epoch 24/120   F1 0.7209241113836937   accuracy 0.7768126888217523   precision 0.7061548745372275   recall 0.7664219055648541
deviation 1/5   epoch 25/120   F1 0.7206878180810592   accuracy 0.7768126888217523   precision 0.7058694981489099   recall 0.7667106327029036
deviation 1/5   epoch 26/120   F1 0.7225560186807828   accuracy 0.7768126888217523   precision 0.7081525092554504   recall 0.7644883772021165
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deviation 1/5   epoch 27/120   F1 0.7218685306345103   accuracy 0.7775679758308157   precision 0.7070058617852735   recall 0.767521669248564
deviation 1/5   epoch 28/120   F1 0.7206640002756508   accuracy 0.774546827794562   precision 0.7067410530645825   recall 0.7602363239928318
deviation 1/5   epoch 29/120   F1 0.7200810039512053   accuracy 0.7741691842900302   precision 0.7061728712464006   recall 0.7598236155570819
deviation 1/5   epoch 30/120   F1 0.7237597471022128   accuracy 0.775679758308157   precision 0.7101578568490333   recall 0.7600464465228733
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deviation 1/5   epoch 31/120   F1 0.7237957504869997   accuracy 0.7764350453172205   precision 0.7098673385438091   recall 0.7620478446781463
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deviation 1/5   epoch 32/120   F1 0.7283533929566774   accuracy 0.7787009063444109   precision 0.7147033113944878   recall 0.7633253452733808
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deviation 1/5   epoch 33/120   F1 0.7270391218688432   accuracy 0.7787009063444109   precision 0.7129910530645824   recall 0.7647414101646386
deviation 1/5   epoch 34/120   F1 0.7298339431466367   accuracy 0.7809667673716012   precision 0.7155440148087207   recall 0.7679146640760814
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deviation 1/5   epoch 35/120   F1 0.7297838050650449   accuracy 0.7790785498489426   precision 0.71641299876594   recall 0.762843216313416
deviation 1/5   epoch 36/120   F1 0.7302811705548127   accuracy 0.779833836858006   precision 0.7166932332373509   recall 0.7643209107052557
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deviation 1/5   epoch 37/120   F1 0.7301314411339024   accuracy 0.7805891238670695   precision 0.7161173385438091   recall 0.7665271585121773
deviation 1/5   epoch 38/120   F1 0.7306268440219035   accuracy 0.7813444108761329   precision 0.7163975730152201   recall 0.7680677828991735
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deviation 1/5   epoch 39/120   F1 0.7344636899402301   accuracy 0.7824773413897281   precision 0.7209558823529412   recall 0.7669343992943289
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deviation 1/5   epoch 40/120   F1 0.7306369341253062   accuracy 0.7802114803625377   precision 0.7169760386672152   recall 0.7649531595338557
deviation 1/5   epoch 41/120   F1 0.7309197782984674   accuracy 0.779833836858006   precision 0.7175493624023036   recall 0.7636586066924194
deviation 1/5   epoch 42/120   F1 0.7328894709364637   accuracy 0.7805891238670695   precision 0.7198272315919375   recall 0.7636264202979763
deviation 1/5   epoch 43/120   F1 0.731419299031199   accuracy 0.7805891238670695   precision 0.7178295968737145   recall 0.7651333262924847
deviation 1/5   epoch 44/120   F1 0.7368682552616412   accuracy 0.7828549848942599   precision 0.724092451665981   recall 0.7654561761891021
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deviation 1/5   epoch 45/120   F1 0.7330027915834995   accuracy 0.779833836858006   precision 0.7204031262854793   recall 0.761614906263661
deviation 1/5   epoch 46/120   F1 0.7333938469162852   accuracy 0.7813444108761329   precision 0.7201074660633484   recall 0.7650690630720586
deviation 1/5   epoch 47/120   F1 0.7351393620619209   accuracy 0.7820996978851964   precision 0.7220999588646648   recall 0.7652511830878881
deviation 1/5   epoch 48/120   F1 0.7325552532182238   accuracy 0.7813444108761329   precision 0.7189659605100782   recall 0.765943901945891
deviation 1/5   epoch 49/120   F1 0.7404398366450744   accuracy 0.7847432024169184   precision 0.7280748663101604   recall 0.766707554288841
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deviation 1/5   epoch 50/120   F1 0.7407637217023928   accuracy 0.7854984894259819   precision 0.7280697243932538   recall 0.7682816185810197
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deviation 1/5   epoch 51/120   F1 0.7335588616002253   accuracy 0.7828549848942599   precision 0.7195264294529   recall 0.7689458097202175
deviation 1/5   epoch 52/120   F1 0.740330330751019   accuracy 0.7858761329305136   precision 0.7272110242698477   recall 0.7696957698296625
deviation 1/5   epoch 53/120   F1 0.7380253103119252   accuracy 0.7832326283987915   precision 0.7255167626491157   recall 0.7652785338414081
deviation 1/5   epoch 54/120   F1 0.7351778545941123   accuracy 0.7832326283987915   precision 0.7215214932126697   recall 0.7681866284860557
deviation 1/5   epoch 55/120   F1 0.7406348377163439   accuracy 0.7847432024169184   precision 0.728360242698478   recall 0.7665212381626798
deviation 1/5   epoch 56/120   F1 0.7429784562516522   accuracy 0.7870090634441088   precision 0.7303424516659811   recall 0.7698874590321959
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deviation 1/5   epoch 57/120   F1 0.7431987014036945   accuracy 0.7866314199395771   precision 0.7309157754010696   recall 0.7687218903310593
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deviation 1/5   epoch 58/120   F1 0.7404057095471943   accuracy 0.7851208459214502   precision 0.7277869189633895   recall 0.7676836227322612
deviation 1/5   epoch 59/120   F1 0.7410228957338165   accuracy 0.7847432024169184   precision 0.7289309954751131   recall 0.7661555475848876
deviation 1/5   epoch 60/120   F1 0.7405667960327728   accuracy 0.7854984894259819   precision 0.7277843480049362   recall 0.768479377460205
deviation 1/5   epoch 61/120   F1 0.7444891141397838   accuracy 0.7873867069486404   precision 0.7323375154257508   recall 0.7693400988752659
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deviation 1/5   epoch 62/120   F1 0.7457560281100344   accuracy 0.7885196374622356   precision 0.733471308103661   recall 0.770913446478701
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deviation 1/5   epoch 63/120   F1 0.7435308734277799   accuracy 0.7873867069486404   precision 0.7309106334841629   recall 0.7702879605770496
deviation 1/5   epoch 64/120   F1 0.7390564706858636   accuracy 0.7847432024169184   precision 0.7260772315919375   recall 0.7680781659654898
deviation 1/5   epoch 65/120   F1 0.7418388537598173   accuracy 0.7866314199395771   precision 0.7289181406828465   recall 0.7700851978660721
deviation 1/5   epoch 66/120   F1 0.7394550194990996   accuracy 0.7847432024169184   precision 0.7266479843685727   recall 0.767674528760202
deviation 1/5   epoch 67/120   F1 0.7444666750460696   accuracy 0.7877643504531722   precision 0.7320495680789798   recall 0.7703023224473294
deviation 1/5   epoch 68/120   F1 0.7444891141397838   accuracy 0.7873867069486404   precision 0.7323375154257508   recall 0.7693400988752659
deviation 1/5   epoch 69/120   F1 0.7413181675101217   accuracy 0.7858761329305136   precision 0.7286379062114356   recall 0.7686836597426945
deviation 1/5   epoch 70/120   F1 0.7430063746827988   accuracy 0.7866314199395771   precision 0.730630399012752   recall 0.7689095278885044
deviation 1/5   epoch 71/120   F1 0.7448480139247131   accuracy 0.7877643504531722   precision 0.732620320855615   recall 0.7699259851492977
deviation 1/5   epoch 72/120   F1 0.7436228704267676   accuracy 0.7858761329305136   precision 0.7320624228712465   recall 0.7664954255747094
deviation 1/5   epoch 73/120   F1 0.7431430834359762   accuracy 0.7873867069486404   precision 0.7303398807075278   recall 0.7706837337635608
deviation 1/5   epoch 74/120   F1 0.7410858594757896   accuracy 0.7862537764350453   precision 0.7280645824763472   recall 0.769889224572004
deviation 1/5   epoch 75/120   F1 0.7456309356733114   accuracy 0.7870090634441088   precision 0.734337721102427   recall 0.7673745966559109
deviation 1/5   epoch 76/120   F1 0.7457742939272948   accuracy 0.7881419939577039   precision 0.733759255450432   recall 0.7699599987232846
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deviation 1/5   epoch 77/120   F1 0.7446576621094823   accuracy 0.7877643504531722   precision 0.7323349444672974   recall 0.7701129842180774
deviation 1/5   epoch 78/120   F1 0.7488793146746824   accuracy 0.7896525679758308   precision 0.7374588646647471   recall 0.7706882163348712
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deviation 1/5   epoch 79/120   F1 0.7476101317285673   accuracy 0.7888972809667674   precision 0.7360371246400659   recall 0.7700568519840835
deviation 1/5   epoch 80/120   F1 0.7436665432907212   accuracy 0.7881419939577039   precision 0.7306201151789387   recall 0.7720932436992634
deviation 1/5   epoch 81/120   F1 0.7479695431472081   accuracy 0.7892749244712991   precision 0.7363199300699301   recall 0.7706301818353118
deviation 1/5   epoch 82/120   F1 0.747725735967318   accuracy 0.790785498489426   precision 0.734882764294529   recall 0.7746686148416055
deviation 1/5   epoch 83/120   F1 0.7485043032882095   accuracy 0.7900302114803626   precision 0.736600164541341   recall 0.77195999858151
deviation 1/5   epoch 84/120   F1 0.7481677450919064   accuracy 0.7881419939577039   precision 0.7374691484985603   recall 0.7677944848530973
deviation 1/5   epoch 85/120   F1 0.7464549860716094   accuracy 0.7896525679758308   precision 0.7337489716166187   recall 0.7730761577593812
deviation 1/5   epoch 86/120   F1 0.7490643726507783   accuracy 0.7885196374622356   precision 0.7386080830933772   recall 0.7678972967511943
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deviation 1/5   epoch 87/120   F1 0.7499452570727861   accuracy 0.7915407854984894   precision 0.737731386260798   recall 0.7742880873279544
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deviation 1/5   epoch 88/120   F1 0.7468918375306242   accuracy 0.7881419939577039   precision 0.7354715137803374   recall 0.7689145455172712
deviation 1/5   epoch 89/120   F1 0.7481041600987945   accuracy 0.790785498489426   precision 0.7354535170711641   recall 0.7742674033811
deviation 1/5   epoch 90/120   F1 0.7470662081764097   accuracy 0.7885196374622356   precision 0.735468942821884   recall 0.7696556434897306
deviation 1/5   epoch 91/120   F1 0.7457355105268754   accuracy 0.7888972809667674   precision 0.7331833607568902   recall 0.7718862202077839
deviation 1/5   epoch 92/120   F1 0.7481332661820094   accuracy 0.7900302114803626   precision 0.7360294117647059   recall 0.7723243948742288
deviation 1/5   epoch 93/120   F1 0.7492379797284123   accuracy 0.7881419939577039   precision 0.7391814068284657   recall 0.766916276651066
deviation 1/5   epoch 94/120   F1 0.7511901779002756   accuracy 0.7892749244712991   precision 0.7414567050596462   recall 0.7678536796833111
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deviation 1/5   epoch 95/120   F1 0.748165176254487   accuracy 0.7885196374622356   precision 0.7371812011517893   recall 0.7686644533752693
deviation 1/5   epoch 96/120   F1 0.7512164180506737   accuracy 0.7904078549848943   precision 0.7405928630193336   recall 0.7703623692423478
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deviation 1/5   epoch 97/120   F1 0.7501297475819768   accuracy 0.7915407854984894   precision 0.7380167626491156   recall 0.7741010495773564
deviation 1/5   epoch 98/120   F1 0.7550984718037022   accuracy 0.7922960725075529   precision 0.7454314068284656   recall 0.7713497134800801
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deviation 1/5   epoch 99/120   F1 0.7521251562056948   accuracy 0.7926737160120846   precision 0.7402920608802962   recall 0.7749250467148142
deviation 1/5   epoch 100/120   F1 0.7530276071859037   accuracy 0.7938066465256798   precision 0.7408551007815714   recall 0.7768508339539227
deviation 1/5   epoch 101/120   F1 0.7535616367633193   accuracy 0.7930513595166163   precision 0.7422871246400659   recall 0.7744481332634399
deviation 1/5   epoch 102/120   F1 0.7535453659963002   accuracy 0.7922960725075529   precision 0.7428630193336075   recall 0.7726745276891769
deviation 1/5   epoch 103/120   F1 0.7567704784426899   accuracy 0.7922960725075529   precision 0.7482851707116414   recall 0.770067787509648
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deviation 1/5   epoch 104/120   F1 0.7506152652005176   accuracy 0.7938066465256798   precision 0.737145207733443   recall 0.7795126104914197
deviation 1/5   epoch 105/120   F1 0.7488534850834934   accuracy 0.790785498489426   precision 0.7365950226244344   recall 0.7734937574855194
deviation 1/5   epoch 106/120   F1 0.7485043032882095   accuracy 0.7900302114803626   precision 0.736600164541341   recall 0.77195999858151
deviation 1/5   epoch 107/120   F1 0.7519450613835483   accuracy 0.7922960725075529   precision 0.7402946318387496   recall 0.7741713112349663
deviation 1/5   epoch 108/120   F1 0.7540998328982486   accuracy 0.793429003021148   precision 0.7428553064582477   recall 0.7748454083684972
deviation 1/5   epoch 109/120   F1 0.7559146917290591   accuracy 0.7919184290030211   precision 0.7471462361168244   recall 0.7699054572816986
deviation 1/5   epoch 110/120   F1 0.7575858453036834   accuracy 0.7922960725075529   precision 0.749712052653229   recall 0.7694983116122784
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deviation 1/5   epoch 111/120   F1 0.7499633404923207   accuracy 0.7896525679758308   precision 0.7391711229946524   recall 0.76971380526291
deviation 1/5   epoch 112/120   F1 0.7540640681047694   accuracy 0.7862537764350453   precision 0.749182435211847   recall 0.7604065073415818
deviation 1/5   epoch 113/120   F1 0.7545679722581778   accuracy 0.7919184290030211   precision 0.7448632250102838   recall 0.7709481492544744
deviation 1/5   epoch 114/120   F1 0.7533895529719994   accuracy 0.7938066465256798   precision 0.7414258535582066   recall 0.7764774119087997
deviation 1/5   epoch 115/120   F1 0.7584574016641152   accuracy 0.7915407854984894   precision 0.7520002056766762   recall 0.7675017739206376
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deviation 1/5   epoch 116/120   F1 0.7533838879957037   accuracy 0.7930513595166163   precision 0.7420017482517482   recall 0.774618322280993
deviation 1/5   epoch 117/120   F1 0.7542763741050154   accuracy 0.793429003021148   precision 0.7431406828465652   recall 0.7746776628349987
deviation 1/5   epoch 118/120   F1 0.7598960098271772   accuracy 0.7930513595166163   precision 0.7531314273961333   recall 0.7694939563808356
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deviation 1/5   epoch 119/120   F1 0.7515837703898328   accuracy 0.7915407854984894   precision 0.7402997737556561   recall 0.7726869586273898
deviation 1/5   epoch 120/120   F1 0.7483462140265489   accuracy 0.7885196374622356   precision 0.7374665775401069   recall 0.7685068096920014

deviation 5/5   epoch 1/120   F1 0.4134527823582978   accuracy 0.6431268882175226   precision 0.4881813039901275   recall 0.43470332768716685
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deviation 5/5   epoch 2/120   F1 0.45661861785123836   accuracy 0.6597432024169184   precision 0.5123251748251748   recall 0.5514997945486919
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deviation 5/5   epoch 3/120   F1 0.5165324415733666   accuracy 0.6665407854984894   precision 0.5405311600164541   recall 0.5913893176235299
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deviation 5/5   epoch 4/120   F1 0.5996624454016433   accuracy 0.6884441087613293   precision 0.5977426984779926   recall 0.6372284141289174
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deviation 5/5   epoch 5/120   F1 0.6742927429274292   accuracy 0.722809667673716   precision 0.668567461949815   recall 0.6848371828158872
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deviation 5/5   epoch 6/120   F1 0.6911019767269028   accuracy 0.7382930513595166   precision 0.6841577540106951   recall 0.704118416037672
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deviation 5/5   epoch 7/120   F1 0.7148036253776434   accuracy 0.7549093655589124   precision 0.7088723776223775   recall 0.7238754456366361
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deviation 5/5   epoch 8/120   F1 0.7285261211922787   accuracy 0.7658610271903323   precision 0.7227812628547923   recall 0.7368325393636763
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deviation 5/5   epoch 9/120   F1 0.7321755313182134   accuracy 0.7715256797583081   precision 0.724454956807898   recall 0.744731539979046
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deviation 5/5   epoch 10/120   F1 0.735145460874509   accuracy 0.770392749244713   precision 0.7301701974496092   recall 0.7418844546272455
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deviation 5/5   epoch 11/120   F1 0.7394541919537786   accuracy 0.7734138972809668   precision 0.7350010283833813   recall 0.7452482908872362
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deviation 5/5   epoch 12/120   F1 0.7420287800104232   accuracy 0.7753021148036254   precision 0.7378419374742904   recall 0.7473676857226321
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deviation 5/5   epoch 13/120   F1 0.7421400964201558   accuracy 0.7768126888217523   precision 0.7366901480872069   recall 0.7496205720126867
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deviation 5/5   epoch 14/120   F1 0.7433405492844525   accuracy 0.7775679758308157   precision 0.7381118881118881   recall 0.750407077779738
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deviation 5/5   epoch 15/120   F1 0.7435310535127304   accuracy 0.7779456193353474   precision 0.7381093171534348   recall 0.7509381562013141
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deviation 5/5   epoch 16/120   F1 0.7437195199580131   accuracy 0.7749244712990937   precision 0.7412690250925544   recall 0.7465400741900569
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deviation 5/5   epoch 17/120   F1 0.7428959101616488   accuracy 0.7760574018126888   precision 0.7386929247223365   recall 0.7482527556491727
deviation 5/5   epoch 18/120   F1 0.7461165110014851   accuracy 0.779833836858006   precision 0.7409502262443439   recall 0.7530348591157144
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deviation 5/5   epoch 19/120   F1 0.7451779435195309   accuracy 0.7768126888217523   precision 0.7421122994652407   recall 0.7488270012649825
deviation 5/5   epoch 20/120   F1 0.7494783607177757   accuracy 0.7794561933534743   precision 0.7475164541341012   recall 0.7516651505170593
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deviation 5/5   epoch 21/120   F1 0.7455679118741381   accuracy 0.7790785498489426   precision 0.7406699917729329   recall 0.7520342440904444
deviation 5/5   epoch 22/120   F1 0.7487220821686018   accuracy 0.7805891238670695   precision 0.7449403537638832   recall 0.753387190611546
deviation 5/5   epoch 23/120   F1 0.7499440478173772   accuracy 0.7805891238670695   precision 0.7472233648704236   recall 0.7531047511757355
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deviation 5/5   epoch 24/120   F1 0.7504842542096601   accuracy 0.7802114803625377   precision 0.7486528177704648   recall 0.7525096666222824
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deviation 5/5   epoch 25/120   F1 0.7503884913126966   accuracy 0.7828549848942599   precision 0.745781057178116   recall 0.7563224978298829
deviation 5/5   epoch 26/120   F1 0.7491238006056671   accuracy 0.7790785498489426   precision 0.7472336487042369   recall 0.7512227857112534
deviation 5/5   epoch 27/120   F1 0.7498097490744549   accuracy 0.7779456193353474   precision 0.749809749074455   recall 0.749809749074455
deviation 5/5   epoch 28/120   F1 0.7494896534430583   accuracy 0.7805891238670695   precision 0.7463672357054709   recall 0.7531999431913888
deviation 5/5   epoch 29/120   F1 0.7538916695426447   accuracy 0.783987915407855   precision 0.7511954956807898   recall 0.7570081780709854
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deviation 5/5   epoch 30/120   F1 0.755078111044972   accuracy 0.7858761329305136   precision 0.7514680172768408   recall 0.7594540538784085
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deviation 5/5   epoch 31/120   F1 0.7527328760482342   accuracy 0.7832326283987915   precision 0.7497737556561086   recall 0.7562059098880523
deviation 5/5   epoch 32/120   F1 0.7512143374124693   accuracy 0.7820996978851964   precision 0.7480692102015631   recall 0.7549491199619515
deviation 5/5   epoch 33/120   F1 0.7537681148150741   accuracy 0.7832326283987915   precision 0.7517713903743315   recall 0.7559914050001568
deviation 5/5   epoch 34/120   F1 0.7529242466217256   accuracy 0.7802114803625377   precision 0.7535042163718635   recall 0.7523623054873054
deviation 5/5   epoch 35/120   F1 0.7537681148150741   accuracy 0.7832326283987915   precision 0.7517713903743315   recall 0.7559914050001568
deviation 5/5   epoch 36/120   F1 0.7564863511874347   accuracy 0.7854984894259819   precision 0.7546097285067873   recall 0.7585589748811417
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deviation 5/5   epoch 37/120   F1 0.757606825088792   accuracy 0.7847432024169184   precision 0.7577540106951872   recall 0.757460779706371
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deviation 5/5   epoch 38/120   F1 0.7589108604016861   accuracy 0.7870090634441088   precision 0.7577385849444673   recall 0.7601571582793556
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deviation 5/5   epoch 39/120   F1 0.7566986954334092   accuracy 0.7858761329305136   precision 0.754607157548334   recall 0.7590346752355899
deviation 5/5   epoch 40/120   F1 0.7542184544097312   accuracy 0.7862537764350453   precision 0.7494678116001645   recall 0.7603459008124323
deviation 5/5   epoch 41/120   F1 0.7578401520103779   accuracy 0.7858761329305136   precision 0.7568901686548746   recall 0.7588388131287128
deviation 5/5   epoch 42/120   F1 0.7597004068112124   accuracy 0.7881419939577039   precision 0.7580162484574249   recall 0.7615384715617501
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deviation 5/5   epoch 43/120   F1 0.7584774796551446   accuracy 0.7862537764350453   precision 0.7577437268613739   recall 0.7592400087920044
deviation 5/5   epoch 44/120   F1 0.759905780617266   accuracy 0.7877643504531722   precision 0.7588749485808309   recall 0.7609933048732125
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deviation 5/5   epoch 45/120   F1 0.7564003539113189   accuracy 0.7836102719033232   precision 0.7566202180172769   recall 0.7561830483896324
deviation 5/5   epoch 46/120   F1 0.759905780617266   accuracy 0.7877643504531722   precision 0.7588749485808309   recall 0.7609933048732125
deviation 5/5   epoch 47/120   F1 0.7596085932806969   accuracy 0.7870090634441088   precision 0.7591654668860551   recall 0.7600620712606967
deviation 5/5   epoch 48/120   F1 0.7586943313683661   accuracy 0.7866314199395771   precision 0.7577411559029206   recall 0.7596962555541092
deviation 5/5   epoch 49/120   F1 0.7574057427704628   accuracy 0.7832326283987915   precision 0.7591911764705883   recall 0.7557821506860436
deviation 5/5   epoch 50/120   F1 0.7587698923675203   accuracy 0.7870090634441088   precision 0.7574532085561497   recall 0.7601803665009886
deviation 5/5   epoch 51/120   F1 0.7586170464970057   accuracy 0.7862537764350453   precision 0.7580291032496915   recall 0.759223386230267
deviation 5/5   epoch 52/120   F1 0.7594085043238152   accuracy 0.7873867069486404   precision 0.7583067667626491   recall 0.7605753114676506
deviation 5/5   epoch 53/120   F1 0.7596646498429351   accuracy 0.7866314199395771   precision 0.7597387906211436   recall 0.7595907953032228
deviation 5/5   epoch 54/120   F1 0.7562920206520224   accuracy 0.7813444108761329   precision 0.7592040312628547   recall 0.7538026660356424
deviation 5/5   epoch 55/120   F1 0.7584261786278806   accuracy 0.7847432024169184   precision 0.7594662690250926   recall 0.7574416035957441
deviation 5/5   epoch 56/120   F1 0.755844192942517   accuracy 0.7805891238670695   precision 0.7592091731797614   recall 0.7530394817336199
deviation 5/5   epoch 57/120   F1 0.7587313401711266   accuracy 0.7854984894259819   precision 0.7591757507198684   recall 0.7582971843508428
deviation 5/5   epoch 58/120   F1 0.7616710935762876   accuracy 0.7888972809667674   precision 0.7611502468120115   recall 0.7622060887662746
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deviation 5/5   epoch 59/120   F1 0.7565891030578509   accuracy 0.7809667673716012   precision 0.7603481077745784   recall 0.7535205978444552
deviation 5/5   epoch 60/120   F1 0.7586070422829777   accuracy 0.7843655589123867   precision 0.7603249691484986   recall 0.7570381441041799
deviation 5/5   epoch 61/120   F1 0.7567785405542842   accuracy 0.7817220543806647   precision 0.7597722130810366   recall 0.7542295692431562
deviation 5/5   epoch 62/120   F1 0.7562341406374404   accuracy 0.7805891238670695   precision 0.7600653023447141   recall 0.7531205290870908
deviation 5/5   epoch 63/120   F1 0.7571027948108209   accuracy 0.7809667673716012   precision 0.7614896133278486   recall 0.7536415666030749
deviation 5/5   epoch 64/120   F1 0.7602416818433889   accuracy 0.7851208459214502   precision 0.76288821472645   recall 0.7579386325869729
deviation 5/5   epoch 65/120   F1 0.7606121820385534   accuracy 0.7866314199395771   precision 0.7617364253393666   recall 0.7595518616131325
deviation 5/5   epoch 66/120   F1 0.7638708522650817   accuracy 0.790785498489426   precision 0.7634204031262855   recall 0.7643317278048806
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deviation 5/5   epoch 67/120   F1 0.7557497551373609   accuracy 0.7802114803625377   precision 0.7594971205265323   recall 0.7526919273473782
deviation 5/5   epoch 68/120   F1 0.76288877942902   accuracy 0.7888972809667674   precision 0.7637186343068696   recall 0.7620935210576645
deviation 5/5   epoch 69/120   F1 0.7570732657987573   accuracy 0.7813444108761329   precision 0.7609162895927601   recall 0.7539487916062725
deviation 5/5   epoch 70/120   F1 0.7598491430458576   accuracy 0.7851208459214502   precision 0.7620320855614974   recall 0.7579027310436621
deviation 5/5   epoch 71/120   F1 0.759808928467627   accuracy 0.7854984894259819   precision 0.7614587618264089   recall 0.7582958069505719
deviation 5/5   epoch 72/120   F1 0.7630676282522386   accuracy 0.7896525679758308   precision 0.7631427396133279   recall 0.7629928047756607
deviation 5/5   epoch 73/120   F1 0.7596303335153617   accuracy 0.7858761329305136   precision 0.7606000617030029   recall 0.7587086009258461
deviation 5/5   epoch 74/120   F1 0.7584734709590646   accuracy 0.7843655589123867   precision 0.7600395927601811   recall 0.7570317150631461
deviation 5/5   epoch 75/120   F1 0.7584734709590646   accuracy 0.7843655589123867   precision 0.7600395927601811   recall 0.7570317150631461
deviation 5/5   epoch 76/120   F1 0.7636251084284043   accuracy 0.7915407854984894   precision 0.7619883792677911   recall 0.7654034978057325
deviation 5/5   epoch 77/120   F1 0.7657794262875095   accuracy 0.7938066465256798   precision 0.7636852118469766   recall 0.76810491755283
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deviation 5/5   epoch 78/120   F1 0.7546083731263022   accuracy 0.779833836858006   precision 0.7575020567667626   recall 0.7521361577543927
deviation 5/5   epoch 79/120   F1 0.7638444661870876   accuracy 0.7919184290030211   precision 0.7619858083093377   recall 0.765886504698258
deviation 5/5   epoch 80/120   F1 0.7600215960510079   accuracy 0.7870090634441088   precision 0.7600215960510078   recall 0.7600215960510078
deviation 5/5   epoch 81/120   F1 0.7612799527749528   accuracy 0.7877643504531722   precision 0.7617287124640066   recall 0.760841491943026
deviation 5/5   epoch 82/120   F1 0.7643990783608077   accuracy 0.7919184290030211   precision 0.763127313862608   recall 0.7657552476378733
deviation 5/5   epoch 83/120   F1 0.7614756384825192   accuracy 0.7892749244712991   precision 0.7602915466886055   recall 0.7627340765653545
deviation 5/5   epoch 84/120   F1 0.7590034962233738   accuracy 0.7854984894259819   precision 0.7597465034965035   recall 0.7582889136020248
deviation 5/5   epoch 85/120   F1 0.7592242015105497   accuracy 0.7858761329305136   precision 0.7597439325380502   recall 0.7587184308392985
deviation 5/5   epoch 86/120   F1 0.7587313401711266   accuracy 0.7854984894259819   precision 0.7591757507198684   recall 0.7582971843508428
deviation 5/5   epoch 87/120   F1 0.7591130015574286   accuracy 0.7866314199395771   precision 0.7585972850678733   recall 0.7596428052853201
deviation 5/5   epoch 88/120   F1 0.7595274385956114   accuracy 0.7866314199395771   precision 0.759453414232826   recall 0.7596017495085055
deviation 5/5   epoch 89/120   F1 0.7625237909159074   accuracy 0.7896525679758308   precision 0.7620012340600576   recall 0.7630605165932595
deviation 5/5   epoch 90/120   F1 0.7618593369293396   accuracy 0.7885196374622356   precision 0.7620089469354175   recall 0.7617108753656239
deviation 5/5   epoch 91/120   F1 0.7638586555287699   accuracy 0.7926737160120846   precision 0.7611245372274784   recall 0.7669978936853277
deviation 5/5   epoch 92/120   F1 0.7613954117403752   accuracy 0.7888972809667674   precision 0.7605794940353764   recall 0.7622463454533812
deviation 5/5   epoch 93/120   F1 0.7608183962366679   accuracy 0.7881419939577039   precision 0.7602992595639655   recall 0.7613516609392899
deviation 5/5   epoch 94/120   F1 0.7633458905906055   accuracy 0.7915407854984894   precision 0.7614176264911559   recall 0.7654724700341236
deviation 5/5   epoch 95/120   F1 0.7609899586313762   accuracy 0.7904078549848943   precision 0.758000822706705   recall 0.7644755299123506
deviation 5/5   epoch 96/120   F1 0.7628817629899913   accuracy 0.7900302114803626   precision 0.7622840394899218   recall 0.7634980163649889
deviation 5/5   epoch 97/120   F1 0.7607602084442507   accuracy 0.7885196374622356   precision 0.759725935828877   recall 0.7618512556926722
deviation 5/5   epoch 98/120   F1 0.7609560291288617   accuracy 0.7881419939577039   precision 0.760584635952283   recall 0.7613346225122875
deviation 5/5   epoch 99/120   F1 0.7606802963287551   accuracy 0.7881419939577039   precision 0.7600138831756479   recall 0.7613700899424785
deviation 5/5   epoch 100/120   F1 0.7644529490101637   accuracy 0.7904078549848943   precision 0.7651352324146442   recall 0.7637939160390625
deviation 5/5   epoch 101/120   F1 0.7593194482937087   accuracy 0.7851208459214502   precision 0.7608905800082271   recall 0.7578728589425856
deviation 5/5   epoch 102/120   F1 0.7555245484370623   accuracy 0.779833836858006   precision 0.7594996914849856   recall 0.7523225183504729
deviation 5/5   epoch 103/120   F1 0.7626643158449354   accuracy 0.7885196374622356   precision 0.7637212052653229   recall 0.7616633377463848
deviation 5/5   epoch 104/120   F1 0.75907698448954   accuracy 0.7836102719033232   precision 0.7623277457836282   recall 0.7563411685273289
deviation 5/5   epoch 105/120   F1 0.7581174420483849   accuracy 0.783987915407855   precision 0.7597567873303168   recall 0.7566144218143213
deviation 5/5   epoch 106/120   F1 0.7554945050563879   accuracy 0.7813444108761329   precision 0.7574917729329494   recall 0.7537010310388218
deviation 5/5   epoch 107/120   F1 0.7582360664598351   accuracy 0.7828549848942599   precision 0.761476758535582   recall 0.7555096016455478
deviation 5/5   epoch 108/120   F1 0.7561555516191516   accuracy 0.7824773413897281   precision 0.7574840600575895   recall 0.7549182309895004
deviation 5/5   epoch 109/120   F1 0.7517586194923788   accuracy 0.775679758308157   precision 0.7566742081447964   recall 0.7480255786625858
deviation 5/5   epoch 110/120   F1 0.7522703261520785   accuracy 0.775679758308157   precision 0.7578157136980667   recall 0.7482061487207285
deviation 5/5   epoch 111/120   F1 0.7549546304911112   accuracy 0.7764350453172205   precision 0.7629473467708763   recall 0.7498534240150094
deviation 5/5   epoch 112/120   F1 0.7538543033539682   accuracy 0.7794561933534743   precision 0.7563631221719457   recall 0.7516663764231397
deviation 5/5   epoch 113/120   F1 0.7574834263077046   accuracy 0.7809667673716012   precision 0.7623457424928013   recall 0.7537449271902602
deviation 5/5   epoch 114/120   F1 0.7514117198481773   accuracy 0.773036253776435   precision 0.7595459687371453   recall 0.7463158934907561
deviation 5/5   epoch 115/120   F1 0.7482071771995775   accuracy 0.7666163141993958   precision 0.7615873097490744   recall 0.7424002020259775
deviation 5/5   epoch 116/120   F1 0.7490764819009095   accuracy 0.7696374622356495   precision 0.7589983545865899   recall 0.7435716099082436
deviation 5/5   epoch 117/120   F1 0.7501991704730009   accuracy 0.7726586102719033   precision 0.7572655285890579   recall 0.7454890473702158
deviation 5/5   epoch 118/120   F1 0.7543669840762183   accuracy 0.775679758308157   precision 0.7626671122994653   recall 0.7491756499682942
deviation 5/5   epoch 119/120   F1 0.742915298422668   accuracy 0.7605740181268882   precision 0.7579185520361991   recall 0.7373769281551468
deviation 5/5   epoch 120/120   F1 0.7424909240319467   accuracy 0.7609516616314199   precision 0.7562037227478404   recall 0.7368811547281802

