deviation 1/5   epoch 1/120   F1 0.45938693965642946   accuracy 0.658987915407855   precision 0.5129010695187166   recall 0.5507187600284017
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deviation 1/5   epoch 2/120   F1 0.4899762823160976   accuracy 0.6740936555891238   precision 0.5324892019744961   recall 0.615573420033976
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deviation 1/5   epoch 3/120   F1 0.5591845178641274   accuracy 0.6888217522658611   precision 0.5712001234060058   recall 0.6440685019872235
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deviation 1/5   epoch 4/120   F1 0.6016482404821818   accuracy 0.706570996978852   precision 0.6021853146853147   recall 0.6736105120278328
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deviation 1/5   epoch 5/120   F1 0.6349282623273819   accuracy 0.7277190332326284   precision 0.6294374742904155   recall 0.7099729432433701
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deviation 1/5   epoch 6/120   F1 0.6565803493636896   accuracy 0.7428247734138973   precision 0.6475987248046071   recall 0.73594273837008
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deviation 1/5   epoch 7/120   F1 0.6773772926396138   accuracy 0.752643504531722   precision 0.6655105923488277   recall 0.7439097855460237
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deviation 1/5   epoch 8/120   F1 0.6892868183792866   accuracy 0.7601963746223565   precision 0.6760180995475114   recall 0.7538206657490951
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deviation 1/5   epoch 9/120   F1 0.6984497832635368   accuracy 0.7658610271903323   precision 0.684255450431921   recall 0.7605843768634466
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deviation 1/5   epoch 10/120   F1 0.7037192286133302   accuracy 0.7677492447129909   precision 0.6893793706293707   recall 0.7599172376317366
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deviation 1/5   epoch 11/120   F1 0.7061718462690971   accuracy 0.7692598187311178   precision 0.6916520979020979   recall 0.7615873327794773
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deviation 1/5   epoch 12/120   F1 0.7081431535269709   accuracy 0.7688821752265861   precision 0.6939376799670918   recall 0.7580528188286809
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deviation 1/5   epoch 13/120   F1 0.7036352272562101   accuracy 0.7673716012084593   precision 0.689381941587824   recall 0.7588446131140628
deviation 1/5   epoch 14/120   F1 0.7080954348368936   accuracy 0.7707703927492447   precision 0.6933540723981901   recall 0.7639103700629974
deviation 1/5   epoch 15/120   F1 0.7110044951590595   accuracy 0.7711480362537765   precision 0.69649064171123   recall 0.76144978106185
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deviation 1/5   epoch 16/120   F1 0.7179658186741351   accuracy 0.7749244712990937   precision 0.7033139654463183   recall 0.7643832639620213
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deviation 1/5   epoch 17/120   F1 0.7151003281510571   accuracy 0.7734138972809668   precision 0.700470485396956   recall 0.7633267480539655
deviation 1/5   epoch 18/120   F1 0.715420279367171   accuracy 0.774546827794562   precision 0.700462772521596   recall 0.7663872013064492
deviation 1/5   epoch 19/120   F1 0.7205579995635245   accuracy 0.7779456193353474   precision 0.7052910324969148   recall 0.7703480498374864
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deviation 1/5   epoch 20/120   F1 0.7150673652102   accuracy 0.7741691842900302   precision 0.7001799670917318   recall 0.7656653575949475
deviation 1/5   epoch 21/120   F1 0.7192337429602407   accuracy 0.7775679758308157   precision 0.7038667215137804   recall 0.7709105770635126
deviation 1/5   epoch 22/120   F1 0.7230341455289286   accuracy 0.7775679758308157   precision 0.7084327437268614   recall 0.7661119385531936
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deviation 1/5   epoch 23/120   F1 0.7221032300711904   accuracy 0.7775679758308157   precision 0.7072912381735911   recall 0.7672334290366283
deviation 1/5   epoch 24/120   F1 0.7256981075508466   accuracy 0.7787009063444109   precision 0.711278794734677   recall 0.7662582133461204
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deviation 1/5   epoch 25/120   F1 0.7310633664195669   accuracy 0.7802114803625377   precision 0.7175467914438503   recall 0.7645041699488603
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deviation 1/5   epoch 26/120   F1 0.7252900509942161   accuracy 0.7802114803625377   precision 0.7101270053475935   recall 0.7712215939258786
deviation 1/5   epoch 27/120   F1 0.7263719947662997   accuracy 0.7787009063444109   precision 0.7121349238996297   recall 0.765486896507344
deviation 1/5   epoch 28/120   F1 0.7277498561667325   accuracy 0.7794561933534743   precision 0.7135566639243109   recall 0.7660472296689183
deviation 1/5   epoch 29/120   F1 0.7284102564102564   accuracy 0.7794561933534743   precision 0.7144127930892636   recall 0.7653114462047466
deviation 1/5   epoch 30/120   F1 0.7265384937637979   accuracy 0.779833836858006   precision 0.7118418346359523   recall 0.7685393176035218
deviation 1/5   epoch 31/120   F1 0.7304947527283804   accuracy 0.779833836858006   precision 0.7169786096256685   recall 0.7640975392233944
deviation 1/5   epoch 32/120   F1 0.7311223327077279   accuracy 0.7820996978851964   precision 0.716677807486631   recall 0.7696291675164662
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deviation 1/5   epoch 33/120   F1 0.7277943218066787   accuracy 0.7802114803625377   precision 0.7132661456190867   recall 0.7681380772749166
deviation 1/5   epoch 34/120   F1 0.7338983154164   accuracy 0.7820996978851964   precision 0.7203877005347594   recall 0.7665304818470766
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deviation 1/5   epoch 35/120   F1 0.7272145932340107   accuracy 0.779833836858006   precision 0.712697963800905   recall 0.7677346148711788
deviation 1/5   epoch 36/120   F1 0.73579928454968   accuracy 0.7832326283987915   precision 0.7223776223776224   recall 0.7675219517324781
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deviation 1/5   epoch 37/120   F1 0.7370236084130188   accuracy 0.7832326283987915   precision 0.7240898807075278   recall 0.7662613981762918
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deviation 1/5   epoch 38/120   F1 0.7332026516839945   accuracy 0.7836102719033232   precision 0.7186651583710407   recall 0.7714872475016499
deviation 1/5   epoch 39/120   F1 0.7371785000697195   accuracy 0.7836102719033232   precision 0.7240873097490745   recall 0.7670752212897813
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deviation 1/5   epoch 40/120   F1 0.735347091300835   accuracy 0.7847432024169184   precision 0.7209404566022213   recall 0.7721730262491132
deviation 1/5   epoch 41/120   F1 0.7316326645120746   accuracy 0.7817220543806647   precision 0.7175365076100371   recall 0.7679797557514949
deviation 1/5   epoch 42/120   F1 0.7359963411951568   accuracy 0.7858761329305136   precision 0.7212181201151789   recall 0.7746569182532975
deviation 1/5   epoch 43/120   F1 0.7336331773547543   accuracy 0.7836102719033232   precision 0.7192359111476758   recall 0.7709762807572808
deviation 1/5   epoch 44/120   F1 0.7418721044382826   accuracy 0.7862537764350453   precision 0.7292060880296174   recall 0.769085311561505
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deviation 1/5   epoch 45/120   F1 0.7348502726355237   accuracy 0.7851208459214502   precision 0.7200817564788153   recall 0.7738649678675833
deviation 1/5   epoch 46/120   F1 0.740330330751019   accuracy 0.7858761329305136   precision 0.7272110242698477   recall 0.7696957698296625
deviation 1/5   epoch 47/120   F1 0.7408057646850561   accuracy 0.7870090634441088   precision 0.7272033113944878   recall 0.7721891121891122
deviation 1/5   epoch 48/120   F1 0.7367198445338274   accuracy 0.783987915407855   precision 0.7232286096256684   recall 0.7685456957902779
deviation 1/5   epoch 49/120   F1 0.7433072876239757   accuracy 0.7877643504531722   precision 0.7303373097490744   recall 0.7714884410141726
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deviation 1/5   epoch 50/120   F1 0.742864849636454   accuracy 0.7858761329305136   precision 0.7309209173179761   recall 0.7671882378751427
deviation 1/5   epoch 51/120   F1 0.7419640704426056   accuracy 0.7873867069486404   precision 0.7286276223776225   recall 0.7719299251502385
deviation 1/5   epoch 52/120   F1 0.7416419856122016   accuracy 0.7866314199395771   precision 0.728632764294529   recall 0.770289615555581
deviation 1/5   epoch 53/120   F1 0.7438613666941221   accuracy 0.7881419939577039   precision 0.7309054915672563   recall 0.7718872769571801
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deviation 1/5   epoch 54/120   F1 0.7440259840692909   accuracy 0.7885196374622356   precision 0.7309029206088029   recall 0.7726996696463273
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deviation 1/5   epoch 55/120   F1 0.7446084425537778   accuracy 0.7885196374622356   precision 0.7317590497737556   recall 0.772082459291007
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deviation 1/5   epoch 56/120   F1 0.7437238010023628   accuracy 0.7873867069486404   precision 0.7311960098724805   recall 0.7700936719791256
deviation 1/5   epoch 57/120   F1 0.7421239713687491   accuracy 0.7854984894259819   precision 0.7300673591114768   recall 0.7669636011610874
deviation 1/5   epoch 58/120   F1 0.7468677658066136   accuracy 0.7888972809667674   precision 0.7348956190867956   recall 0.7707610514828291
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deviation 1/5   epoch 59/120   F1 0.7438613666941221   accuracy 0.7881419939577039   precision 0.7309054915672563   recall 0.7718872769571801
deviation 1/5   epoch 60/120   F1 0.7417385612565259   accuracy 0.7854984894259819   precision 0.7294966063348416   recall 0.7673285117470015
deviation 1/5   epoch 61/120   F1 0.7427842171434477   accuracy 0.7870090634441088   precision 0.7300570752776635   recall 0.7700843608046724
deviation 1/5   epoch 62/120   F1 0.7437489705155658   accuracy 0.7870090634441088   precision 0.7314839572192513   recall 0.7691236250597799
deviation 1/5   epoch 63/120   F1 0.7437238010023628   accuracy 0.7873867069486404   precision 0.7311960098724805   recall 0.7700936719791256
deviation 1/5   epoch 64/120   F1 0.7413226444545646   accuracy 0.7877643504531722   precision 0.7274835458658988   recall 0.7736644160792767
deviation 1/5   epoch 65/120   F1 0.7433903883739099   accuracy 0.7866314199395771   precision 0.731201151789387   recall 0.7685365804496662
deviation 1/5   epoch 66/120   F1 0.745396790466108   accuracy 0.7881419939577039   precision 0.7331885026737968   recall 0.7703266162231437
deviation 1/5   epoch 67/120   F1 0.74242553363651   accuracy 0.7866314199395771   precision 0.7297742698477993   recall 0.7694865770066646
deviation 1/5   epoch 68/120   F1 0.7463212752912325   accuracy 0.7885196374622356   precision 0.7343274372686137   recall 0.770360702420503
deviation 1/5   epoch 69/120   F1 0.7450871447500939   accuracy 0.7866314199395771   precision 0.7337695392842452   recall 0.7669708467201184
deviation 1/5   epoch 70/120   F1 0.7441847983598286   accuracy 0.7858761329305136   precision 0.7329185520361992   recall 0.765998997321542
deviation 1/5   epoch 71/120   F1 0.7463663560848761   accuracy 0.7870090634441088   precision 0.7354792266556972   recall 0.7667365600792125
deviation 1/5   epoch 72/120   F1 0.7454573480450362   accuracy 0.7866314199395771   precision 0.7343402920608803   recall 0.76664716400882
deviation 1/5   epoch 73/120   F1 0.7461492914785178   accuracy 0.7881419939577039   precision 0.7343300082270671   recall 0.7696025325984794
deviation 1/5   epoch 74/120   F1 0.7470401528458293   accuracy 0.7892749244712991   precision 0.7348930481283422   recall 0.7715263475420749
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deviation 1/5   epoch 75/120   F1 0.7465084395759185   accuracy 0.7885196374622356   precision 0.7346128136569313   recall 0.770181048393066
deviation 1/5   epoch 76/120   F1 0.746694981729132   accuracy 0.7885196374622356   precision 0.7348981900452489   recall 0.7700036644325449
deviation 1/5   epoch 77/120   F1 0.7474422957751148   accuracy 0.7881419939577039   precision 0.7363276429452901   recall 0.7684216481787687
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deviation 1/5   epoch 78/120   F1 0.747093114164946   accuracy 0.7866314199395771   precision 0.7369086795557384   recall 0.7652949148785022
deviation 1/5   epoch 79/120   F1 0.7502983864232157   accuracy 0.7885196374622356   precision 0.7406057178116001   recall 0.7669096592399922
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deviation 1/5   epoch 80/120   F1 0.7492424242424243   accuracy 0.7885196374622356   precision 0.7388934594816947   recall 0.7677501152604886
deviation 1/5   epoch 81/120   F1 0.7504102807155697   accuracy 0.7870090634441088   precision 0.7420428835870012   recall 0.7636974502757556
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deviation 1/5   epoch 82/120   F1 0.7490655427921136   accuracy 0.7888972809667674   precision 0.7383201357466063   recall 0.7687541450580037
deviation 1/5   epoch 83/120   F1 0.7504827318128313   accuracy 0.7888972809667674   precision 0.7406031468531469   recall 0.7675862128123143
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deviation 1/5   epoch 84/120   F1 0.7483468614718615   accuracy 0.7877643504531722   precision 0.7380424722336487   recall 0.7667963347164592
deviation 1/5   epoch 85/120   F1 0.7485209311458088   accuracy 0.7873867069486404   precision 0.7386157959687372   recall 0.7658289935248364
deviation 1/5   epoch 86/120   F1 0.7490655427921136   accuracy 0.7888972809667674   precision 0.7383201357466063   recall 0.7687541450580037
deviation 1/5   epoch 87/120   F1 0.7481626574286917   accuracy 0.7870090634441088   precision 0.7383329905388729   recall 0.7652873168498169
deviation 1/5   epoch 88/120   F1 0.7492314380752418   accuracy 0.7877643504531722   precision 0.7394693541752365   recall 0.7660991043752767
deviation 1/5   epoch 89/120   F1 0.7456499234625475   accuracy 0.7862537764350453   precision 0.7349136157959687   recall 0.7656201398276138
deviation 1/5   epoch 90/120   F1 0.7442098810221269   accuracy 0.7851208459214502   precision 0.7334944467297408   recall 0.7642514899061721
deviation 1/5   epoch 91/120   F1 0.7458373135760938   accuracy 0.7858761329305136   precision 0.7354869395310571   recall 0.764624669652524
deviation 1/5   epoch 92/120   F1 0.7505791815303219   accuracy 0.7870090634441088   precision 0.7423282599753188   recall 0.7635882635882636
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deviation 1/5   epoch 93/120   F1 0.7508038124033449   accuracy 0.7881419939577039   precision 0.7417497943233238   recall 0.7657340779912605
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deviation 1/5   epoch 94/120   F1 0.7506572436614962   accuracy 0.7888972809667674   precision 0.7408885232414644   recall 0.7674493533629196
deviation 1/5   epoch 95/120   F1 0.7522391414302183   accuracy 0.7896525679758308   precision 0.7428810160427808   recall 0.7678601680948658
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deviation 1/5   epoch 96/120   F1 0.7465419118028336   accuracy 0.7873867069486404   precision 0.7354766556972439   recall 0.7674550943010553
deviation 1/5   epoch 97/120   F1 0.7472699473916993   accuracy 0.7873867069486404   precision 0.7366181612505142   recall 0.7668348246481911
deviation 1/5   epoch 98/120   F1 0.7510162676974821   accuracy 0.7892749244712991   precision 0.7411713286713286   recall 0.7679903438227607
deviation 1/5   epoch 99/120   F1 0.7509907440991954   accuracy 0.7885196374622356   precision 0.7417472233648704   recall 0.7663890305399739
deviation 1/5   epoch 100/120   F1 0.7534244147838759   accuracy 0.7896525679758308   precision 0.7448786507610037   recall 0.7670002487849832
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deviation 1/5   epoch 101/120   F1 0.7543345863956551   accuracy 0.790785498489426   precision 0.7454416906622789   recall 0.7686940613566
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deviation 1/5   epoch 102/120   F1 0.75295779435103   accuracy 0.7904078549848943   precision 0.7434466269025093   recall 0.7689307849222562
deviation 1/5   epoch 103/120   F1 0.7463663560848761   accuracy 0.7870090634441088   precision 0.7354792266556972   recall 0.7667365600792125
deviation 1/5   epoch 104/120   F1 0.7495900045563477   accuracy 0.7881419939577039   precision 0.7397521596051008   recall 0.7666397893850463
deviation 1/5   epoch 105/120   F1 0.75140257329567   accuracy 0.7911631419939577   precision 0.7403023447141095   recall 0.7719561578787721
deviation 1/5   epoch 106/120   F1 0.7516313951524449   accuracy 0.7877643504531722   precision 0.7434646236116824   recall 0.7644050760145746
deviation 1/5   epoch 107/120   F1 0.7494142848539942   accuracy 0.7881419939577039   precision 0.7394667832167832   recall 0.7667770325376442
deviation 1/5   epoch 108/120   F1 0.7554735198678839   accuracy 0.7888972809667674   precision 0.7491644385026739   recall 0.7642984392033823
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deviation 1/5   epoch 109/120   F1 0.7550869404365521   accuracy 0.7870090634441088   precision 0.7503187988482106   recall 0.7612339955139145
deviation 1/5   epoch 110/120   F1 0.7503076385621795   accuracy 0.7888972809667674   precision 0.7403177704648293   recall 0.7677250715504519
deviation 1/5   epoch 111/120   F1 0.7514636525178029   accuracy 0.7877643504531722   precision 0.7431792472233649   recall 0.7645139098627471
deviation 1/5   epoch 112/120   F1 0.7510575461866855   accuracy 0.7866314199395771   precision 0.7434723364870424   recall 0.762561108234614
deviation 1/5   epoch 113/120   F1 0.7523702304284551   accuracy 0.7851208459214502   precision 0.747192513368984   recall 0.7592262817509934
deviation 1/5   epoch 114/120   F1 0.7511041846760742   accuracy 0.7813444108761329   precision 0.7486451048951048   recall 0.7539173698011532
deviation 1/5   epoch 115/120   F1 0.7552402672790337   accuracy 0.7870090634441088   precision 0.7506041752365282   recall 0.7611737344561772
deviation 1/5   epoch 116/120   F1 0.7530982137014983   accuracy 0.7847432024169184   precision 0.7489073426573427   recall 0.7583524577040082
deviation 1/5   epoch 117/120   F1 0.7549826810188283   accuracy 0.7862537764350453   precision 0.7508946935417524   recall 0.7600661438054808
deviation 1/5   epoch 118/120   F1 0.7573883442724618   accuracy 0.7843655589123867   precision 0.7577565816536405   recall 0.7570272167049616
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deviation 1/5   epoch 119/120   F1 0.755078111044972   accuracy 0.7858761329305136   precision 0.7514680172768408   recall 0.7594540538784085
deviation 1/5   epoch 120/120   F1 0.7528236721739943   accuracy 0.7828549848942599   precision 0.750347079391197   recall 0.7556554329240878

deviation 5/5   epoch 1/120   F1 0.4076236250317488   accuracy 0.6540785498489426   precision 0.49324352118469766   recall 0.4323029366306028
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deviation 5/5   epoch 2/120   F1 0.40823335685721   accuracy 0.6555891238670695   precision 0.4943747429041547   recall 0.43970458553791886
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deviation 5/5   epoch 3/120   F1 0.45080471212875395   accuracy 0.6676737160120846   precision 0.5148395721925134   recall 0.5872641509433962
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deviation 5/5   epoch 4/120   F1 0.5196324407899361   accuracy 0.6880664652567976   precision 0.5515142945290005   recall 0.6637009803921569
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deviation 5/5   epoch 5/120   F1 0.6112414470134931   accuracy 0.7179003021148036   precision 0.6109548539695598   recall 0.6998640774226115
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deviation 5/5   epoch 6/120   F1 0.6472595672595673   accuracy 0.7386706948640483   precision 0.6399218428630193   recall 0.7326408480807045
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deviation 5/5   epoch 7/120   F1 0.6546975308641976   accuracy 0.7447129909365559   precision 0.6461589880707528   recall 0.7449079818031431
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deviation 5/5   epoch 8/120   F1 0.6911100790954667   accuracy 0.7590634441087614   precision 0.6780234471410942   recall 0.7481481348752701
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deviation 5/5   epoch 9/120   F1 0.6858092074038918   accuracy 0.7583081570996979   precision 0.6728918140682847   recall 0.7520086341287924
deviation 5/5   epoch 10/120   F1 0.7037043412770994   accuracy 0.7643504531722054   precision 0.6902586384204031   recall 0.7499130405416814
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deviation 5/5   epoch 11/120   F1 0.7178278161506734   accuracy 0.7707703927492447   precision 0.7047691279308926   recall 0.7530952908679684
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deviation 5/5   epoch 12/120   F1 0.7221255703038436   accuracy 0.7722809667673716   precision 0.709610242698478   recall 0.752960134655585
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deviation 5/5   epoch 13/120   F1 0.7222828869846323   accuracy 0.7753021148036254   precision 0.7084481694775813   recall 0.7605738196876604
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deviation 5/5   epoch 14/120   F1 0.7235365953973386   accuracy 0.775679758308157   precision 0.7098724804607157   recall 0.7602770736684362
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deviation 5/5   epoch 15/120   F1 0.7316356837341673   accuracy 0.7779456193353474   precision 0.719559851912793   recall 0.7582713361156475
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deviation 5/5   epoch 16/120   F1 0.7231172482982022   accuracy 0.7764350453172205   precision 0.7090112093788564   recall 0.7627883748218113
deviation 5/5   epoch 17/120   F1 0.732647331369376   accuracy 0.7794561933534743   precision 0.7201203208556151   recall 0.761014572282178
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deviation 5/5   epoch 18/120   F1 0.7316976867104408   accuracy 0.7802114803625377   precision 0.718402920608803   recall 0.7638501939663874
deviation 5/5   epoch 19/120   F1 0.7341225327078496   accuracy 0.7805891238670695   precision 0.7215394899218428   recall 0.7624319803381587
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deviation 5/5   epoch 20/120   F1 0.7351393620619209   accuracy 0.7820996978851964   precision 0.7220999588646648   recall 0.7652511830878881
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deviation 5/5   epoch 21/120   F1 0.7343147662706331   accuracy 0.7820996978851964   precision 0.7209584533113945   recall 0.7660938824321657
deviation 5/5   epoch 22/120   F1 0.7325552532182238   accuracy 0.7813444108761329   precision 0.7189659605100782   recall 0.765943901945891
deviation 5/5   epoch 23/120   F1 0.7360050466313179   accuracy 0.7832326283987915   precision 0.7226629987659399   recall 0.7673055555555556
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deviation 5/5   epoch 24/120   F1 0.7441689135720368   accuracy 0.7862537764350453   precision 0.7326306046894282   recall 0.7668994953085225
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deviation 5/5   epoch 25/120   F1 0.7388561965077016   accuracy 0.7847432024169184   precision 0.72579185520362   recall 0.7682836675780116
deviation 5/5   epoch 26/120   F1 0.7402772388387224   accuracy 0.7843655589123867   precision 0.7280774372686137   recall 0.765932835569225
deviation 5/5   epoch 27/120   F1 0.7408584088344878   accuracy 0.7843655589123867   precision 0.7289335664335664   recall 0.7653940294837549
deviation 5/5   epoch 28/120   F1 0.7438108035474336   accuracy 0.7858761329305136   precision 0.732347799259564   recall 0.7663277672792641
deviation 5/5   epoch 29/120   F1 0.7436228704267676   accuracy 0.7858761329305136   precision 0.7320624228712465   recall 0.7664954255747094
deviation 5/5   epoch 30/120   F1 0.743434310638716   accuracy 0.7858761329305136   precision 0.7317770464829289   recall 0.7666652862890792
deviation 5/5   epoch 31/120   F1 0.7450991597004528   accuracy 0.7862537764350453   precision 0.734057486631016   recall 0.7660838711185933
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deviation 5/5   epoch 32/120   F1 0.7447289177147063   accuracy 0.7862537764350453   precision 0.7334867338543809   recall 0.7664036374303315
deviation 5/5   epoch 33/120   F1 0.7417660851608119   accuracy 0.7851208459214502   precision 0.7297845536816125   recall 0.7663805468316327
deviation 5/5   epoch 34/120   F1 0.747809651792446   accuracy 0.7873867069486404   precision 0.7374742904154669   recall 0.7663915307750598
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deviation 5/5   epoch 35/120   F1 0.7469137713370018   accuracy 0.7866314199395771   precision 0.7366233031674208   recall 0.7654369188240969
deviation 5/5   epoch 36/120   F1 0.7492430637196773   accuracy 0.7896525679758308   precision 0.7380296174413822   recall 0.7703547559341954
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deviation 5/5   epoch 37/120   F1 0.7497788510056722   accuracy 0.7888972809667674   precision 0.7394616412998766   recall 0.7681537707459585
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deviation 5/5   epoch 38/120   F1 0.7536771119033983   accuracy 0.7911631419939577   precision 0.7440122377622378   recall 0.7700065075690496
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deviation 5/5   epoch 39/120   F1 0.7508574984217795   accuracy 0.7919184290030211   precision 0.738870320855615   recall 0.7743134671523418
deviation 5/5   epoch 40/120   F1 0.7587885436925481   accuracy 0.7930513595166163   precision 0.7511337926779103   recall 0.7701990235536561
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deviation 5/5   epoch 41/120   F1 0.7531739448777839   accuracy 0.7915407854984894   precision 0.7428681612505141   recall 0.7712638265124453
deviation 5/5   epoch 42/120   F1 0.7540536408387658   accuracy 0.7919184290030211   precision 0.7440070958453311   recall 0.7713719065213864
deviation 5/5   epoch 43/120   F1 0.7582429106269692   accuracy 0.7941842900302115   precision 0.7491284450843274   recall 0.7729515290691082
deviation 5/5   epoch 44/120   F1 0.750863406508903   accuracy 0.790785498489426   precision 0.7397341628959276   recall 0.7715562933193547
deviation 5/5   epoch 45/120   F1 0.758438241196862   accuracy 0.7945619335347432   precision 0.7491258741258742   recall 0.7736175115207373
deviation 5/5   epoch 46/120   F1 0.7505034177986765   accuracy 0.790785498489426   precision 0.7391634101192925   recall 0.7718884446315002
deviation 5/5   epoch 47/120   F1 0.7593488573378384   accuracy 0.7938066465256798   precision 0.7514140271493213   recall 0.7713351442690544
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deviation 5/5   epoch 48/120   F1 0.7568289143381897   accuracy 0.7930513595166163   precision 0.7477092760180996   recall 0.7716175720209855
deviation 5/5   epoch 49/120   F1 0.7582429106269692   accuracy 0.7941842900302115   precision 0.7491284450843274   recall 0.7729515290691082
deviation 5/5   epoch 50/120   F1 0.7582429106269692   accuracy 0.7941842900302115   precision 0.7491284450843274   recall 0.7729515290691082
deviation 5/5   epoch 51/120   F1 0.7588648129369697   accuracy 0.7938066465256798   precision 0.7505578979843686   recall 0.7716798617305977
deviation 5/5   epoch 52/120   F1 0.758438241196862   accuracy 0.7945619335347432   precision 0.7491258741258742   recall 0.7736175115207373
deviation 5/5   epoch 53/120   F1 0.7562000194256482   accuracy 0.7938066465256798   precision 0.7459918757712876   recall 0.7738123855311355
deviation 5/5   epoch 54/120   F1 0.7578687173853338   accuracy 0.7919184290030211   precision 0.7505707527766352   recall 0.768568968189725
deviation 5/5   epoch 55/120   F1 0.759063057877055   accuracy 0.7941842900302115   precision 0.7505553270259153   recall 0.7723210200302204
deviation 5/5   epoch 56/120   F1 0.7578512655058889   accuracy 0.793429003021148   precision 0.7491335870012341   recall 0.7716395631195534
deviation 5/5   epoch 57/120   F1 0.7595091338783853   accuracy 0.7938066465256798   precision 0.7516994035376388   recall 0.7712239583333333
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deviation 5/5   epoch 58/120   F1 0.7570982547899877   accuracy 0.7922960725075529   precision 0.7488559234882763   recall 0.7698344112399642
deviation 5/5   epoch 59/120   F1 0.7579110120495953   accuracy 0.7941842900302115   precision 0.7485576923076923   recall 0.7732173956048226
deviation 5/5   epoch 60/120   F1 0.7591808414816832   accuracy 0.7911631419939577   precision 0.753715034965035   recall 0.7664398748595207
deviation 5/5   epoch 61/120   F1 0.7603116150811806   accuracy 0.7926737160120846   precision 0.7542755039078568   recall 0.7685510832340552
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deviation 5/5   epoch 62/120   F1 0.7594913714804723   accuracy 0.7953172205438066   precision 0.7502622377622378   recall 0.7744169394146982
deviation 5/5   epoch 63/120   F1 0.75881682302283   accuracy 0.7919184290030211   precision 0.7522830111065405   recall 0.7679981728886999
deviation 5/5   epoch 64/120   F1 0.7580981332503395   accuracy 0.7911631419939577   precision 0.751717400246812   recall 0.7670064653100629
deviation 5/5   epoch 65/120   F1 0.7601885709205627   accuracy 0.7941842900302115   precision 0.7525529617441382   recall 0.7715180763519345
deviation 5/5   epoch 66/120   F1 0.7591266380134719   accuracy 0.790785498489426   precision 0.7540029823118058   recall 0.7658119888075764
deviation 5/5   epoch 67/120   F1 0.7590791017814054   accuracy 0.7915407854984894   precision 0.7531417112299466   recall 0.7671619436274244
deviation 5/5   epoch 68/120   F1 0.7592332339099102   accuracy 0.7915407854984894   precision 0.753427087618264   recall 0.7670812165549008
deviation 5/5   epoch 69/120   F1 0.7597461395570484   accuracy 0.7919184290030211   precision 0.7539952694364459   recall 0.7674895810135844
deviation 5/5   epoch 70/120   F1 0.7596558588925   accuracy 0.7953172205438066   precision 0.7505476141505554   recall 0.7742837039121868
deviation 5/5   epoch 71/120   F1 0.7622653865247104   accuracy 0.7945619335347432   precision 0.7559749074454957   recall 0.7709312957157786
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deviation 5/5   epoch 72/120   F1 0.7592222911406347   accuracy 0.7926737160120846   precision 0.7522778691896339   recall 0.7691836856460377
deviation 5/5   epoch 73/120   F1 0.7600521200215624   accuracy 0.7930513595166163   precision 0.7534168037844509   recall 0.7694003274270736
deviation 5/5   epoch 74/120   F1 0.7616978071968248   accuracy 0.7938066465256798   precision 0.7556946729740848   recall 0.7698563009431607
deviation 5/5   epoch 75/120   F1 0.7627308916340316   accuracy 0.7956948640483383   precision 0.7556818181818181   recall 0.772815742387323
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deviation 5/5   epoch 76/120   F1 0.7618537415106823   accuracy 0.7949395770392749   precision 0.7548308309337721   recall 0.7719077282020016
deviation 5/5   epoch 77/120   F1 0.7607707326946763   accuracy 0.7926737160120846   precision 0.7551316330728095   recall 0.7683056574517371
deviation 5/5   epoch 78/120   F1 0.7614730194250816   accuracy 0.7956948640483383   precision 0.7533988070752777   recall 0.7736892526527339
deviation 5/5   epoch 79/120   F1 0.7619021075542814   accuracy 0.7953172205438066   precision 0.7545428835870012   recall 0.7726203850559521
deviation 5/5   epoch 80/120   F1 0.7611326255499506   accuracy 0.7941842900302115   precision 0.7542652200740436   recall 0.7709014274513026
deviation 5/5   epoch 81/120   F1 0.7613370975651783   accuracy 0.7945619335347432   precision 0.7542626491155903   recall 0.7715038708614725
deviation 5/5   epoch 82/120   F1 0.7647673501188074   accuracy 0.7960725075528701   precision 0.7591037638831757   recall 0.7722905628669388
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deviation 5/5   epoch 83/120   F1 0.7662119807531012   accuracy 0.797583081570997   precision 0.7602349856026327   recall 0.7742559100453837
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deviation 5/5   epoch 84/120   F1 0.7623098788211241   accuracy 0.7960725075528701   precision 0.7545377416700947   recall 0.7738613888773633
deviation 5/5   epoch 85/120   F1 0.7626646629430693   accuracy 0.7941842900302115   precision 0.7571189839572192   recall 0.7700145457245356
deviation 5/5   epoch 86/120   F1 0.7634011775669265   accuracy 0.7960725075528701   precision 0.7565353763883176   recall 0.7731179381623894
deviation 5/5   epoch 87/120   F1 0.765153761436801   accuracy 0.797583081570997   precision 0.7582373508844097   recall 0.7749299290531664
deviation 5/5   epoch 88/120   F1 0.7619486548037145   accuracy 0.7956948640483383   precision 0.7542549362402304   recall 0.7733478582637664
deviation 5/5   epoch 89/120   F1 0.7624673415850927   accuracy 0.7960725075528701   precision 0.7548231180584122   recall 0.7737496823801053
deviation 5/5   epoch 90/120   F1 0.7630919718477872   accuracy 0.7960725075528701   precision 0.7559646236116824   recall 0.7733212540493055
deviation 5/5   epoch 91/120   F1 0.7665261391059572   accuracy 0.7960725075528701   precision 0.7625282805429865   recall 0.7714017270753211
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deviation 5/5   epoch 92/120   F1 0.7650851426763601   accuracy 0.7945619335347432   precision 0.7613970588235295   recall 0.7695216509602767
deviation 5/5   epoch 93/120   F1 0.7652949565795801   accuracy 0.7956948640483383   precision 0.7605332167832168   recall 0.7713363388993202
deviation 5/5   epoch 94/120   F1 0.7617937075777228   accuracy 0.793429003021148   precision 0.7562679967091732   recall 0.769120878008282
deviation 5/5   epoch 95/120   F1 0.7617353747858892   accuracy 0.7930513595166163   precision 0.7565559440559441   recall 0.7684836418424451
deviation 5/5   epoch 96/120   F1 0.7649344863731656   accuracy 0.7953172205438066   precision 0.7602504113533526   recall 0.7708574150184091
deviation 5/5   epoch 97/120   F1 0.7643826192738619   accuracy 0.797583081570997   precision 0.7568104689428219   recall 0.7754654334163406
deviation 5/5   epoch 98/120   F1 0.7634401290161716   accuracy 0.797583081570997   precision 0.7550982106129165   recall 0.7761694819960867
deviation 5/5   epoch 99/120   F1 0.7640694511965614   accuracy 0.7964501510574018   precision 0.7573889345948169   recall 0.7734221535196815
deviation 5/5   epoch 100/120   F1 0.7629865475887717   accuracy 0.7953172205438066   precision 0.7565405183052242   recall 0.7719243503971878
deviation 5/5   epoch 101/120   F1 0.7615448404711154   accuracy 0.7938066465256798   precision 0.7554092965857672   recall 0.7699425844861271
deviation 5/5   epoch 102/120   F1 0.7614431371096957   accuracy 0.7941842900302115   precision 0.7548359728506787   recall 0.7707101632041906
deviation 5/5   epoch 103/120   F1 0.7620348286511178   accuracy 0.7930513595166163   precision 0.7571266968325792   recall 0.7683387531257714
deviation 5/5   epoch 104/120   F1 0.7612824219724192   accuracy 0.7930513595166163   precision 0.7556998148909914   recall 0.7687133736622691
deviation 5/5   epoch 105/120   F1 0.7617070912751744   accuracy 0.7911631419939577   precision 0.7585664335664335   recall 0.7653952647005853
deviation 5/5   epoch 106/120   F1 0.7635596142992074   accuracy 0.7941842900302115   precision 0.7588312422871246   recall 0.7695637912972465
deviation 5/5   epoch 107/120   F1 0.7640670859538785   accuracy 0.7945619335347432   precision 0.7593994241053065   recall 0.7699717441561778
deviation 5/5   epoch 108/120   F1 0.7629649777288978   accuracy 0.7941842900302115   precision 0.7576897367338544   recall 0.7698576483471956
deviation 5/5   epoch 109/120   F1 0.7636483493226063   accuracy 0.7904078549848943   precision 0.7634229740847388   recall 0.7638763249541098
deviation 5/5   epoch 110/120   F1 0.7644911957411958   accuracy 0.7900302114803626   precision 0.7657085561497327   recall 0.7633469911937378
deviation 5/5   epoch 111/120   F1 0.7662777287693823   accuracy 0.7941842900302115   precision 0.7642533936651583   recall 0.7685171457774789
deviation 5/5   epoch 112/120   F1 0.7623461580964901   accuracy 0.7877643504531722   precision 0.7640117235705471   recall 0.7608178846549478
deviation 5/5   epoch 113/120   F1 0.7634054502520902   accuracy 0.7911631419939577   precision 0.7619909502262443   recall 0.7649253513080339
deviation 5/5   epoch 114/120   F1 0.763239865351977   accuracy 0.7904078549848943   precision 0.7625668449197861   recall 0.7639363676832495
deviation 5/5   epoch 115/120   F1 0.7612298992073239   accuracy 0.7881419939577039   precision 0.7611553887289182   recall 0.7613046970611936
deviation 5/5   epoch 116/120   F1 0.7596365975617938   accuracy 0.7828549848942599   precision 0.7646158988070753   recall 0.755819950476439
deviation 5/5   epoch 117/120   F1 0.7619122468952768   accuracy 0.7900302114803626   precision 0.7602864047716988   recall 0.7636793374223543
deviation 5/5   epoch 118/120   F1 0.758917401026437   accuracy 0.7851208459214502   precision 0.7600344508432744   recall 0.75786409252136
deviation 5/5   epoch 119/120   F1 0.7602557733625048   accuracy 0.7828549848942599   precision 0.7660427807486632   recall 0.7560095001592637
deviation 5/5   epoch 120/120   F1 0.7562388743762487   accuracy 0.7828549848942599   precision 0.7571961127108187   recall 0.7553293581289102

