deviation 1/5   epoch 1/120   F1 0.43833699743740295   accuracy 0.648036253776435   precision 0.4992775606746195   recall 0.4970002668801708
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deviation 1/5   epoch 2/120   F1 0.451318707837109   accuracy 0.6604984894259819   precision 0.5108931509666804   recall 0.550667424027265
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deviation 1/5   epoch 3/120   F1 0.48802572123740007   accuracy 0.6638972809667674   precision 0.5265657136980666   recall 0.5786808601364523
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deviation 1/5   epoch 4/120   F1 0.5609139980948572   accuracy 0.6805135951661632   precision 0.5695444261620732   recall 0.6239216979792288
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deviation 1/5   epoch 5/120   F1 0.6122768485667623   accuracy 0.7054380664652568   precision 0.6096128136569313   recall 0.6665982845866791
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deviation 1/5   epoch 6/120   F1 0.6526529493174165   accuracy 0.7277190332326284   precision 0.6442770464829288   recall 0.6980157144407189
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deviation 1/5   epoch 7/120   F1 0.6579798966706636   accuracy 0.736404833836858   precision 0.6487839366515837   recall 0.7155344506517691
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deviation 1/5   epoch 8/120   F1 0.6710554743339079   accuracy 0.7466012084592145   precision 0.6601295763060469   recall 0.73232691534768
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deviation 1/5   epoch 9/120   F1 0.6894787784261915   accuracy 0.7560422960725075   precision 0.6769025092554504   recall 0.7411244625266765
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deviation 1/5   epoch 10/120   F1 0.6977070354545158   accuracy 0.7620845921450151   precision 0.6842811600164541   recall 0.7498161527657246
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deviation 1/5   epoch 11/120   F1 0.7016286056285665   accuracy 0.7654833836858006   precision 0.6876825380501851   recall 0.7554682134530168
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deviation 1/5   epoch 12/120   F1 0.71005071461503   accuracy 0.770392749244713   precision 0.6956396544631839   recall 0.7603174603174603
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deviation 1/5   epoch 13/120   F1 0.7108481010936103   accuracy 0.7696374622356495   precision 0.6967863019333608   recall 0.7571811611489858
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deviation 1/5   epoch 14/120   F1 0.7122513314325676   accuracy 0.7711480362537765   precision 0.6979175236528178   recall 0.7599733211758946
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deviation 1/5   epoch 15/120   F1 0.7109808176885883   accuracy 0.773036253776435   precision 0.6959070341423282   recall 0.7673949259882777
deviation 1/5   epoch 16/120   F1 0.7186819078909842   accuracy 0.7749244712990937   precision 0.704170094611271   recall 0.7635327068068387
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deviation 1/5   epoch 17/120   F1 0.7122579583659912   accuracy 0.773036253776435   precision 0.6973339160839161   recall 0.7657153465282267
deviation 1/5   epoch 18/120   F1 0.7195086541325368   accuracy 0.7753021148036254   precision 0.7050236528177705   recall 0.7636651961841847
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deviation 1/5   epoch 19/120   F1 0.7199796921328769   accuracy 0.7760574018126888   precision 0.7053038872891814   recall 0.7653221418811441
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deviation 1/5   epoch 20/120   F1 0.7208054456274333   accuracy 0.7764350453172205   precision 0.7061574454956807   recall 0.7654469135965943
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deviation 1/5   epoch 21/120   F1 0.7155603456018393   accuracy 0.7741691842900302   precision 0.7007507198683669   recall 0.7650482174315945
deviation 1/5   epoch 22/120   F1 0.7240229286086504   accuracy 0.774546827794562   precision 0.711021698889346   recall 0.7568470297397625
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deviation 1/5   epoch 23/120   F1 0.72293342094362   accuracy 0.7787009063444109   precision 0.7078542780748662   recall 0.7696158207163343
deviation 1/5   epoch 24/120   F1 0.7270123569118657   accuracy 0.7768126888217523   precision 0.7138600370218018   recall 0.7597425306809409
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deviation 1/5   epoch 25/120   F1 0.7256263357371048   accuracy 0.779833836858006   precision 0.710700329082682   recall 0.7696549358510867
deviation 1/5   epoch 26/120   F1 0.7275704754173937   accuracy 0.7802114803625377   precision 0.7129807692307693   recall 0.7684030792757999
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deviation 1/5   epoch 27/120   F1 0.7285066593506673   accuracy 0.7809667673716012   precision 0.7138317564788152   recall 0.7694755122406397
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deviation 1/5   epoch 28/120   F1 0.7279707289614411   accuracy 0.7794561933534743   precision 0.7138420403126285   recall 0.7657991614684528
deviation 1/5   epoch 29/120   F1 0.7269896310261245   accuracy 0.7779456193353474   precision 0.7132815713698066   recall 0.762738167629472
deviation 1/5   epoch 30/120   F1 0.7286463022865464   accuracy 0.777190332326284   precision 0.7158551007815714   recall 0.7591327160493827
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deviation 1/5   epoch 31/120   F1 0.7290736018202406   accuracy 0.7783232628398792   precision 0.7158473879062115   recall 0.7615959013858606
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deviation 1/5   epoch 32/120   F1 0.7298339431466367   accuracy 0.7809667673716012   precision 0.7155440148087207   recall 0.7679146640760814
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deviation 1/5   epoch 33/120   F1 0.729920943664955   accuracy 0.7783232628398792   precision 0.7169888934594817   recall 0.7607660621003254
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deviation 1/5   epoch 34/120   F1 0.731914274324692   accuracy 0.7824773413897281   precision 0.7175313656931304   recall 0.7697753758349674
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deviation 1/5   epoch 35/120   F1 0.7319077162014346   accuracy 0.7802114803625377   precision 0.7186882969971206   recall 0.7636373216300318
deviation 1/5   epoch 36/120   F1 0.7327034502251024   accuracy 0.7828549848942599   precision 0.7183849238996298   recall 0.7699244578226153
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deviation 1/5   epoch 37/120   F1 0.7332072918565857   accuracy 0.779833836858006   precision 0.7206885026737968   recall 0.7614239150545109
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deviation 1/5   epoch 38/120   F1 0.7325917374182311   accuracy 0.779833836858006   precision 0.7198323735088441   recall 0.7620040370303696
deviation 1/5   epoch 39/120   F1 0.7347298646154812   accuracy 0.7805891238670695   precision 0.7223956190867955   recall 0.7618670472941218
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deviation 1/5   epoch 40/120   F1 0.7339581645813851   accuracy 0.7817220543806647   precision 0.7206756478815303   recall 0.7654744636168784
deviation 1/5   epoch 41/120   F1 0.7332683916368363   accuracy 0.7820996978851964   precision 0.7195315713698067   recall 0.7672049004306652
deviation 1/5   epoch 42/120   F1 0.7358434197325583   accuracy 0.7813444108761329   precision 0.7235319827231592   recall 0.7626834376800955
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deviation 1/5   epoch 43/120   F1 0.7356870649396423   accuracy 0.7809667673716012   precision 0.7235345536816125   recall 0.7619107865818392
deviation 1/5   epoch 44/120   F1 0.7383298381661976   accuracy 0.7820996978851964   precision 0.7266659810777458   recall 0.7622650419624364
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deviation 1/5   epoch 45/120   F1 0.7371125065151026   accuracy 0.7824773413897281   precision 0.7246657754010695   recall 0.764277505594871
deviation 1/5   epoch 46/120   F1 0.7409698955760436   accuracy 0.7824773413897281   precision 0.7303733031674208   recall 0.760952880191042
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deviation 1/5   epoch 47/120   F1 0.739756977943806   accuracy 0.7836102719033232   precision 0.7277972027972028   recall 0.7645829460697694
deviation 1/5   epoch 48/120   F1 0.7394299804067637   accuracy 0.7828549848942599   precision 0.7278023447141094   recall 0.7630805807867684
deviation 1/5   epoch 49/120   F1 0.7383604965622874   accuracy 0.7817220543806647   precision 0.7269539284245166   recall 0.7613610457284126
deviation 1/5   epoch 50/120   F1 0.7394830876697376   accuracy 0.7820996978851964   precision 0.7283782394076512   recall 0.7612941014687682
deviation 1/5   epoch 51/120   F1 0.7392924755676704   accuracy 0.7820996978851964   precision 0.7280928630193335   recall 0.7614505630518626
deviation 1/5   epoch 52/120   F1 0.7397247845153485   accuracy 0.783987915407855   precision 0.7275092554504319   recall 0.7655280434965254
deviation 1/5   epoch 53/120   F1 0.7404075330505341   accuracy 0.7824773413897281   precision 0.7295171740024681   recall 0.761396743411132
deviation 1/5   epoch 54/120   F1 0.740575412798768   accuracy 0.7828549848942599   precision 0.7295146030440147   recall 0.7621115997272363
deviation 1/5   epoch 55/120   F1 0.7400055564292616   accuracy 0.7828549848942599   precision 0.728658473879062   recall 0.7625864047858932
deviation 1/5   epoch 56/120   F1 0.7402188279216797   accuracy 0.7824773413897281   precision 0.7292317976141505   recall 0.7615488413024347
deviation 1/5   epoch 57/120   F1 0.7400055564292616   accuracy 0.7828549848942599   precision 0.728658473879062   recall 0.7625864047858932
deviation 1/5   epoch 58/120   F1 0.7395625768217999   accuracy 0.7836102719033232   precision 0.7275118264088852   recall 0.7647606381984082
deviation 1/5   epoch 59/120   F1 0.742549533322417   accuracy 0.7847432024169184   precision 0.7312140065816537   recall 0.7647829517618241
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deviation 1/5   epoch 60/120   F1 0.7425831823604789   accuracy 0.783987915407855   precision 0.7317899012751954   recall 0.7630301403593737
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deviation 1/5   epoch 61/120   F1 0.7416243234121813   accuracy 0.7843655589123867   precision 0.7300750719868367   recall 0.7647071220828123
deviation 1/5   epoch 62/120   F1 0.7414777591890331   accuracy 0.7836102719033232   precision 0.7303655902920608   recall 0.7630834491258127
deviation 1/5   epoch 63/120   F1 0.7418348444964414   accuracy 0.783987915407855   precision 0.7306483957219251   recall 0.7636485195797517
deviation 1/5   epoch 64/120   F1 0.7413088957829976   accuracy 0.7832326283987915   precision 0.7303681612505142   recall 0.7623659314306797
deviation 1/5   epoch 65/120   F1 0.7422261591255317   accuracy 0.7836102719033232   precision 0.7315070958453311   recall 0.7624727917702346
deviation 1/5   epoch 66/120   F1 0.7431608088966963   accuracy 0.7828549848942599   precision 0.7335098724804607   recall 0.7601407594479892
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deviation 1/5   epoch 67/120   F1 0.7453047008676812   accuracy 0.7847432024169184   precision 0.7354946524064171   recall 0.7625765745621955
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deviation 1/5   epoch 68/120   F1 0.7465560329875397   accuracy 0.7858761329305136   precision 0.7366284450843275   recall 0.7640672799325766
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deviation 1/5   epoch 69/120   F1 0.7465532911125434   accuracy 0.7866314199395771   precision 0.7360525503907857   recall 0.765727030341619
deviation 1/5   epoch 70/120   F1 0.744741143858271   accuracy 0.7858761329305136   precision 0.7337746812011517   recall 0.7655219865456284
deviation 1/5   epoch 71/120   F1 0.7472652536856477   accuracy 0.7858761329305136   precision 0.7377699506375976   recall 0.7635415813264277
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deviation 1/5   epoch 72/120   F1 0.7441984500174156   accuracy 0.7854984894259819   precision 0.7332064993829699   recall 0.7651164421997756
deviation 1/5   epoch 73/120   F1 0.7450991597004528   accuracy 0.7862537764350453   precision 0.734057486631016   recall 0.7660838711185933
deviation 1/5   epoch 74/120   F1 0.7454734126686572   accuracy 0.7836102719033232   precision 0.7366438708350473   recall 0.7601215897810889
deviation 1/5   epoch 75/120   F1 0.746198368583935   accuracy 0.7854984894259819   precision 0.7363456396544632   recall 0.7635254254779371
deviation 1/5   epoch 76/120   F1 0.7484694751262951   accuracy 0.7854984894259819   precision 0.7400555327025915   recall 0.761951252356585
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deviation 1/5   epoch 77/120   F1 0.7472719753125696   accuracy 0.7870090634441088   precision 0.736906108597285   recall 0.7659864043760013
deviation 1/5   epoch 78/120   F1 0.749765140776564   accuracy 0.7881419939577039   precision 0.7400375359934184   recall 0.7665045346303896
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deviation 1/5   epoch 79/120   F1 0.7479872867877764   accuracy 0.7881419939577039   precision 0.7371837721102427   recall 0.7679481007575477
deviation 1/5   epoch 80/120   F1 0.7490482148589411   accuracy 0.7873867069486404   precision 0.7394719251336899   recall 0.7654280310181343
deviation 1/5   epoch 81/120   F1 0.7499396954455879   accuracy 0.7881419939577039   precision 0.7403229123817359   recall 0.7663712558639875
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deviation 1/5   epoch 82/120   F1 0.751209742559213   accuracy 0.7900302114803626   precision 0.7408808103661044   recall 0.7695092379251128
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deviation 1/5   epoch 83/120   F1 0.7508311760322346   accuracy 0.7888972809667674   precision 0.741173899629782   recall 0.7673144807098409
deviation 1/5   epoch 84/120   F1 0.7521804205686508   accuracy 0.7885196374622356   precision 0.7437448580830934   recall 0.7655516933272459
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deviation 1/5   epoch 85/120   F1 0.754089420301091   accuracy 0.7896525679758308   precision 0.746020156314274   recall 0.7665502326938518
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deviation 1/5   epoch 86/120   F1 0.7515211488667028   accuracy 0.7888972809667674   precision 0.7423154051830523   recall 0.7667946134951351
deviation 1/5   epoch 87/120   F1 0.7510045308390589   accuracy 0.7888972809667674   precision 0.7414592760180996   recall 0.767181582512775
deviation 1/5   epoch 88/120   F1 0.7525152691910484   accuracy 0.7885196374622356   precision 0.7443156108597285   recall 0.7653292568859851
deviation 1/5   epoch 89/120   F1 0.7564314129295004   accuracy 0.7904078549848943   precision 0.7494395310571782   recall 0.766552926575139
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deviation 1/5   epoch 90/120   F1 0.7555145501524907   accuracy 0.7892749244712991   precision 0.7488764911559029   recall 0.7649639791538934
deviation 1/5   epoch 91/120   F1 0.7577974938260313   accuracy 0.7900302114803626   precision 0.752295865898807   recall 0.7651361844575992
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deviation 1/5   epoch 92/120   F1 0.7565679753856436   accuracy 0.7888972809667674   precision 0.7511620732208968   recall 0.7637588717107595
deviation 1/5   epoch 93/120   F1 0.7589745106350818   accuracy 0.790785498489426   precision 0.7537176059234882   recall 0.7658831833992074
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deviation 1/5   epoch 94/120   F1 0.7575926508763612   accuracy 0.7896525679758308   precision 0.7522984368572604   recall 0.7645807706177141
deviation 1/5   epoch 95/120   F1 0.7556483223169155   accuracy 0.7877643504531722   precision 0.7505990333196215   recall 0.7622497847610847
deviation 1/5   epoch 96/120   F1 0.7556483223169155   accuracy 0.7877643504531722   precision 0.7505990333196215   recall 0.7622497847610847
deviation 1/5   epoch 97/120   F1 0.7536582809224318   accuracy 0.7854984894259819   precision 0.7491875771287535   recall 0.7593436938094015
deviation 1/5   epoch 98/120   F1 0.7504992475299351   accuracy 0.7824773413897281   precision 0.7463543809132045   recall 0.7557026204835353
deviation 1/5   epoch 99/120   F1 0.7518713181250574   accuracy 0.7824773413897281   precision 0.7489227684080625   recall 0.7553330080829125
deviation 1/5   epoch 100/120   F1 0.749943114978648   accuracy 0.7787009063444109   precision 0.7492338543809132   recall 0.7506807338737831
deviation 1/5   epoch 101/120   F1 0.7523195360668047   accuracy 0.7824773413897281   precision 0.7497788975730152   recall 0.7552358634314478
deviation 1/5   epoch 102/120   F1 0.7509547569237847   accuracy 0.7813444108761329   precision 0.7483597285067873   recall 0.7539459718785633
deviation 1/5   epoch 103/120   F1 0.7478977484631975   accuracy 0.7760574018126888   precision 0.7481103455368161   recall 0.7476876730435452
deviation 1/5   epoch 104/120   F1 0.7485635272694862   accuracy 0.7783232628398792   precision 0.746953414232826   recall 0.7503246167307431
deviation 1/5   epoch 105/120   F1 0.7458228970180485   accuracy 0.7749244712990937   precision 0.7452642945290004   recall 0.7463994958261013
deviation 1/5   epoch 106/120   F1 0.7443029825964746   accuracy 0.7711480362537765   precision 0.7464315096668037   recall 0.7424208702689715
deviation 1/5   epoch 107/120   F1 0.7435978064961459   accuracy 0.7711480362537765   precision 0.7450046277252159   recall 0.7423010424612255
deviation 1/5   epoch 108/120   F1 0.7413552757240981   accuracy 0.7707703927492447   precision 0.7410119292472234   recall 0.7417055837563452
deviation 1/5   epoch 109/120   F1 0.7456354439238437   accuracy 0.7737915407854985   precision 0.7461281365693131   recall 0.7451563917447233
deviation 1/5   epoch 110/120   F1 0.7426714688356009   accuracy 0.7685045317220544   precision 0.7461641299876594   recall 0.7398270203656844
deviation 1/5   epoch 111/120   F1 0.7417619557077821   accuracy 0.7696374622356495   precision 0.7430172768408063   recall 0.7405956092904868
deviation 1/5   epoch 112/120   F1 0.7433869670344884   accuracy 0.7700151057401813   precision 0.7458684697655286   recall 0.7412393303882525
deviation 1/5   epoch 113/120   F1 0.7349038520914641   accuracy 0.7575528700906344   precision 0.7430995475113122   recall 0.7300526253044263
deviation 1/5   epoch 114/120   F1 0.7350316088729286   accuracy 0.7575528700906344   precision 0.7433849238996297   recall 0.730138471561792
deviation 1/5   epoch 115/120   F1 0.7385386601853259   accuracy 0.7643504531722054   precision 0.7424825174825175   recall 0.7354321431424236
deviation 1/5   epoch 116/120   F1 0.7428169814113308   accuracy 0.7707703927492447   precision 0.7438656931303991   recall 0.7418302861495218
deviation 1/5   epoch 117/120   F1 0.7329509501649473   accuracy 0.7564199395770392   precision 0.7402534965034965   recall 0.7283846409990866
deviation 1/5   epoch 118/120   F1 0.735741584554731   accuracy 0.7594410876132931   precision 0.7425159399424105   recall 0.7313154627798979
deviation 1/5   epoch 119/120   F1 0.7351744292054492   accuracy 0.7586858006042296   precision 0.7422357054709996   recall 0.7306556316560289
deviation 1/5   epoch 120/120   F1 0.7370074196246554   accuracy 0.7609516616314199   precision 0.7433617852735499   recall 0.7327248946034638

deviation 5/5   epoch 1/120   F1 0.419272664495812   accuracy 0.652190332326284   precision 0.49553938708350476   recall 0.47017452629497997
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deviation 5/5   epoch 2/120   F1 0.45934792714126366   accuracy 0.6574773413897281   precision 0.5120552241875771   recall 0.5457803976128583
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deviation 5/5   epoch 3/120   F1 0.5186896599828493   accuracy 0.6654078549848943   precision 0.5411096256684492   recall 0.589248338105524
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deviation 5/5   epoch 4/120   F1 0.5874308346438348   accuracy 0.676737160120846   precision 0.5866927190456602   recall 0.6191485753052917
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deviation 5/5   epoch 5/120   F1 0.6391351075824319   accuracy 0.6975075528700906   precision 0.6339237967914438   recall 0.6523869424830053
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deviation 5/5   epoch 6/120   F1 0.6643708507910999   accuracy 0.7197885196374623   precision 0.6574583504730563   recall 0.6809904606546331
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deviation 5/5   epoch 7/120   F1 0.6863257691027289   accuracy 0.7371601208459214   precision 0.6784579391197039   recall 0.703245462238268
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deviation 5/5   epoch 8/120   F1 0.702617606112604   accuracy 0.7484894259818731   precision 0.6949326408885232   recall 0.7169785943223443
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deviation 5/5   epoch 9/120   F1 0.7106670314470629   accuracy 0.7564199395770392   precision 0.7020130604689429   recall 0.7274083908848523
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deviation 5/5   epoch 10/120   F1 0.7179436267818289   accuracy 0.7666163141993958   precision 0.706795043192102   recall 0.743255912417589
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deviation 5/5   epoch 11/120   F1 0.7209817710900296   accuracy 0.7658610271903323   precision 0.7113662073220897   recall 0.739853776516135
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deviation 5/5   epoch 12/120   F1 0.7282929562798623   accuracy 0.7707703927492447   precision 0.719037947346771   recall 0.745282923806309
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deviation 5/5   epoch 13/120   F1 0.7282215837907393   accuracy 0.7715256797583081   precision 0.718462052653229   recall 0.7467980485141305
deviation 5/5   epoch 14/120   F1 0.7318665999348734   accuracy 0.7760574018126888   precision 0.7209995886466474   recall 0.7537911080110569
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deviation 5/5   epoch 15/120   F1 0.7295400432900434   accuracy 0.7719033232628398   precision 0.7201717400246812   recall 0.7467669432918396
deviation 5/5   epoch 16/120   F1 0.7372268509110614   accuracy 0.7787009063444109   precision 0.7272598724804606   recall 0.7556039418439224
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deviation 5/5   epoch 17/120   F1 0.7375817261961735   accuracy 0.7790785498489426   precision 0.7275426779103249   recall 0.7561473704774273
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deviation 5/5   epoch 18/120   F1 0.7365175912833173   accuracy 0.7779456193353474   precision 0.7266942616207321   recall 0.754521050124843
deviation 5/5   epoch 19/120   F1 0.7384384560523025   accuracy 0.7805891238670695   precision 0.7278177704648292   recall 0.7587561094016345
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deviation 5/5   epoch 20/120   F1 0.7406556108404143   accuracy 0.7775679758308157   precision 0.7335458658988071   recall 0.7514687349259594
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deviation 5/5   epoch 21/120   F1 0.7412047142080296   accuracy 0.7790785498489426   precision 0.7332502056766763   recall 0.7539156110172367
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deviation 5/5   epoch 22/120   F1 0.7404705947560136   accuracy 0.7809667673716012   precision 0.7306689633895516   recall 0.7580837238201259
deviation 5/5   epoch 23/120   F1 0.7440527531418499   accuracy 0.7824773413897281   precision 0.7352247017688194   recall 0.7587742495679695
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deviation 5/5   epoch 24/120   F1 0.744032129377642   accuracy 0.7813444108761329   precision 0.736088543809132   recall 0.7565975101415521
deviation 5/5   epoch 25/120   F1 0.7449037212152001   accuracy 0.7817220543806647   precision 0.737227478403949   recall 0.756822616154953
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deviation 5/5   epoch 26/120   F1 0.745984931082867   accuracy 0.7832326283987915   precision 0.7377879473467709   recall 0.7590618426470299
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deviation 5/5   epoch 27/120   F1 0.7454560834842525   accuracy 0.7828549848942599   precision 0.737219765528589   recall 0.7586494829827568
deviation 5/5   epoch 28/120   F1 0.7473642146590975   accuracy 0.7836102719033232   precision 0.7397830111065405   recall 0.75898319674834
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deviation 5/5   epoch 29/120   F1 0.7469013850516952   accuracy 0.7851208459214502   precision 0.7377750925545044   recall 0.7622291247711326
deviation 5/5   epoch 30/120   F1 0.748798892115014   accuracy 0.7828549848942599   precision 0.7429272932949404   recall 0.7569355173128758
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deviation 5/5   epoch 31/120   F1 0.7457702728313584   accuracy 0.7820996978851964   precision 0.7383664129987659   recall 0.7570548690084818
deviation 5/5   epoch 32/120   F1 0.7500624427332776   accuracy 0.7843655589123867   precision 0.7437731386260797   recall 0.7589582051703972
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deviation 5/5   epoch 33/120   F1 0.7492450441745968   accuracy 0.7843655589123867   precision 0.7423462566844921   recall 0.7593620573310579
deviation 5/5   epoch 34/120   F1 0.7491993378454833   accuracy 0.7866314199395771   precision 0.7403331962155492   recall 0.7637446349282482
deviation 5/5   epoch 35/120   F1 0.7487232574189095   accuracy 0.783987915407855   precision 0.7417780748663102   recall 0.7589490263459335
deviation 5/5   epoch 36/120   F1 0.7490529775869152   accuracy 0.783987915407855   precision 0.7423488276429453   recall 0.7587821885466425
deviation 5/5   epoch 37/120   F1 0.7496947105428408   accuracy 0.7862537764350453   precision 0.7414772727272727   recall 0.76266261731378
deviation 5/5   epoch 38/120   F1 0.7513590274459838   accuracy 0.7862537764350453   precision 0.7443310366104483   recall 0.7616832980879372
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deviation 5/5   epoch 39/120   F1 0.7549567842969285   accuracy 0.7885196374622356   precision 0.7485962566844919   recall 0.7638884340374434
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deviation 5/5   epoch 40/120   F1 0.7554444636736382   accuracy 0.7873867069486404   precision 0.7506016042780749   recall 0.7617090670133781
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deviation 5/5   epoch 41/120   F1 0.7544213335591952   accuracy 0.7866314199395771   precision 0.7494652406417113   recall 0.7608823653958223
deviation 5/5   epoch 42/120   F1 0.7573719244347428   accuracy 0.7881419939577039   precision 0.7534502262443439   recall 0.762190528432986
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deviation 5/5   epoch 43/120   F1 0.7589745106350818   accuracy 0.790785498489426   precision 0.7537176059234882   recall 0.7658831833992074
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deviation 5/5   epoch 44/120   F1 0.752758248459366   accuracy 0.7873867069486404   precision 0.7457502056766763   recall 0.7630050069921797
deviation 5/5   epoch 45/120   F1 0.7557438604883147   accuracy 0.7885196374622356   precision 0.7500231386260798   recall 0.7634938698096593
deviation 5/5   epoch 46/120   F1 0.7593334232422322   accuracy 0.7892749244712991   precision 0.756010900863842   recall 0.7632813264272815
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deviation 5/5   epoch 47/120   F1 0.7605544375976652   accuracy 0.7904078549848943   precision 0.7571446935417523   recall 0.764618905413405
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deviation 5/5   epoch 48/120   F1 0.7576923985170143   accuracy 0.7892749244712991   precision 0.7528717605923488   recall 0.7638982796183608
deviation 5/5   epoch 49/120   F1 0.7601038224590895   accuracy 0.7873867069486404   precision 0.759733648704237   recall 0.7604811860446379
deviation 5/5   epoch 50/120   F1 0.7595799788521005   accuracy 0.790785498489426   precision 0.7548591114767585   recall 0.7656081282035481
deviation 5/5   epoch 51/120   F1 0.7596083950794672   accuracy 0.7900302114803626   precision 0.7557203825586178   recall 0.764363722381546
deviation 5/5   epoch 52/120   F1 0.7614022349611903   accuracy 0.7919184290030211   precision 0.7571344097079391   recall 0.7667125343424221
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deviation 5/5   epoch 53/120   F1 0.7597300838574423   accuracy 0.790785498489426   precision 0.7551444878650762   recall 0.765543389845021
deviation 5/5   epoch 54/120   F1 0.7619222891937771   accuracy 0.790785498489426   precision 0.7594251336898395   recall 0.7647596707624573
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deviation 5/5   epoch 55/120   F1 0.7640059051638249   accuracy 0.793429003021148   precision 0.7605486425339366   recall 0.7681217941722143
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deviation 5/5   epoch 56/120   F1 0.7590706307452985   accuracy 0.7904078549848943   precision 0.7542909296585767   recall 0.7651973549708249
deviation 5/5   epoch 57/120   F1 0.7655791753427679   accuracy 0.7941842900302115   precision 0.7628265117235705   recall 0.7687381499262297
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deviation 5/5   epoch 58/120   F1 0.7612541875276025   accuracy 0.7919184290030211   precision 0.7568490333196216   recall 0.7667750814278971
deviation 5/5   epoch 59/120   F1 0.7600287901590002   accuracy 0.790785498489426   precision 0.7557152406417113   recall 0.7654186902919358
deviation 5/5   epoch 60/120   F1 0.7619064944048681   accuracy 0.7881419939577039   precision 0.762582270670506   recall 0.7612538697017619
deviation 5/5   epoch 61/120   F1 0.7627686776618405   accuracy 0.790785498489426   precision 0.761137392019745   recall 0.7645414176140433
deviation 5/5   epoch 62/120   F1 0.7634117004615993   accuracy 0.7941842900302115   precision 0.7585458658988071   recall 0.7696347835412959
deviation 5/5   epoch 63/120   F1 0.76183355108343   accuracy 0.7896525679758308   precision 0.7605743521184698   recall 0.763176788676073
deviation 5/5   epoch 64/120   F1 0.7671730191415167   accuracy 0.7964501510574018   precision 0.7633818387494858   recall 0.7717462304809639
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deviation 5/5   epoch 65/120   F1 0.762302613798695   accuracy 0.7892749244712991   precision 0.762003805018511   recall 0.762606038117031
deviation 5/5   epoch 66/120   F1 0.7627817755143772   accuracy 0.7915407854984894   precision 0.7602761209378857   recall 0.765628156789278
deviation 5/5   epoch 67/120   F1 0.766736493137168   accuracy 0.7956948640483383   precision 0.7633869806663924   recall 0.7706917108970146
deviation 5/5   epoch 68/120   F1 0.7642611267430409   accuracy 0.7919184290030211   precision 0.7628419374742904   recall 0.7657858699459966
deviation 5/5   epoch 69/120   F1 0.7618479293924907   accuracy 0.7904078549848943   precision 0.7597130810366104   recall 0.7642293887122225
deviation 5/5   epoch 70/120   F1 0.7618512560777497   accuracy 0.7911631419939577   precision 0.7588518099547511   recall 0.7653478732677494
deviation 5/5   epoch 71/120   F1 0.7615541716654894   accuracy 0.7896525679758308   precision 0.7600035993418346   recall 0.7632332759178293
deviation 5/5   epoch 72/120   F1 0.7578951147533921   accuracy 0.7836102719033232   precision 0.7597593582887701   recall 0.756206515089561
deviation 5/5   epoch 73/120   F1 0.7581549169847237   accuracy 0.7847432024169184   precision 0.7588955162484574   recall 0.757442701742276
deviation 5/5   epoch 74/120   F1 0.7593600397995726   accuracy 0.7858761329305136   precision 0.7600293089263678   recall 0.7587138233644615
deviation 5/5   epoch 75/120   F1 0.7594525517671005   accuracy 0.7851208459214502   precision 0.7611759563965447   recall 0.7578783869115049
deviation 5/5   epoch 76/120   F1 0.7583994091195447   accuracy 0.7858761329305136   precision 0.7580316742081448   recall 0.7587743131093385
deviation 5/5   epoch 77/120   F1 0.7575256068122115   accuracy 0.7843655589123867   precision 0.7580419580419581   recall 0.7570231759524766
deviation 5/5   epoch 78/120   F1 0.7557464711504216   accuracy 0.7824773413897281   precision 0.7566279308926368   recall 0.7549056661593307
deviation 5/5   epoch 79/120   F1 0.7594085043238152   accuracy 0.7873867069486404   precision 0.7583067667626491   recall 0.7605753114676506
deviation 5/5   epoch 80/120   F1 0.7513701488385032   accuracy 0.775679758308157   precision 0.7558180789798437   recall 0.7479022372813793
deviation 5/5   epoch 81/120   F1 0.7628272111895515   accuracy 0.7904078549848943   precision 0.7617107157548334   recall 0.7640091551875614
deviation 5/5   epoch 82/120   F1 0.762564851671133   accuracy 0.7911631419939577   precision 0.7602786918963389   recall 0.7651335547624614
deviation 5/5   epoch 83/120   F1 0.7549104072168706   accuracy 0.7794561933534743   precision 0.7586461332784862   recall 0.7518632568503011
deviation 5/5   epoch 84/120   F1 0.7528196119615009   accuracy 0.7768126888217523   precision 0.7575226244343891   recall 0.7491978243765607
deviation 5/5   epoch 85/120   F1 0.7550953470633104   accuracy 0.7802114803625377   precision 0.7580702385849445   recall 0.7525639090177134
deviation 5/5   epoch 86/120   F1 0.756781516289776   accuracy 0.7828549848942599   precision 0.7583376182640889   recall 0.7553494273042672
deviation 5/5   epoch 87/120   F1 0.7586284473061558   accuracy 0.7870090634441088   precision 0.7571678321678321   recall 0.7602049841319389
deviation 5/5   epoch 88/120   F1 0.7600215960510079   accuracy 0.7870090634441088   precision 0.7600215960510078   recall 0.7600215960510078
deviation 5/5   epoch 89/120   F1 0.7582381224011046   accuracy 0.7851208459214502   precision 0.7586075689016866   recall 0.7578757959436118
deviation 5/5   epoch 90/120   F1 0.7583749041613806   accuracy 0.7851208459214502   precision 0.7588929452900042   recall 0.7578708033958874
deviation 5/5   epoch 91/120   F1 0.7584261786278806   accuracy 0.7847432024169184   precision 0.7594662690250926   recall 0.7574416035957441
deviation 5/5   epoch 92/120   F1 0.7480048126418519   accuracy 0.7715256797583081   precision 0.7538487248046072   recall 0.7438325396928294
deviation 5/5   epoch 93/120   F1 0.7575393293198444   accuracy 0.7832326283987915   precision 0.7594765528589058   recall 0.7557918507310619
deviation 5/5   epoch 94/120   F1 0.7574494759420816   accuracy 0.7828549848942599   precision 0.7597645002056768   recall 0.7554033191208077
deviation 5/5   epoch 95/120   F1 0.75127613139003   accuracy 0.7753021148036254   precision 0.7561060263266146   recall 0.7475929498830263
deviation 5/5   epoch 96/120   F1 0.7523689341180289   accuracy 0.7760574018126888   precision 0.7575277663512958   recall 0.7485017220195851
deviation 5/5   epoch 97/120   F1 0.7529341852066844   accuracy 0.7749244712990937   precision 0.7603892431098314   recall 0.7480462388107221
deviation 5/5   epoch 98/120   F1 0.7498791190656517   accuracy 0.7715256797583081   precision 0.7581293706293706   recall 0.7447708396947496
deviation 5/5   epoch 99/120   F1 0.7518935204131345   accuracy 0.773036253776435   precision 0.7606874742904155   recall 0.7465977801895138
deviation 5/5   epoch 100/120   F1 0.7508153506007582   accuracy 0.7726586102719033   precision 0.7586924105306458   recall 0.7458103697623515
deviation 5/5   epoch 101/120   F1 0.7524583779802241   accuracy 0.774546827794562   precision 0.7598210612916496   recall 0.7476100521448736
deviation 5/5   epoch 102/120   F1 0.7556835883562194   accuracy 0.7794561933534743   precision 0.7603583916083916   recall 0.7520615387678806
deviation 5/5   epoch 103/120   F1 0.7509558635922593   accuracy 0.7711480362537765   precision 0.7612710818593171   recall 0.745338818354542
deviation 5/5   epoch 104/120   F1 0.7538724480511307   accuracy 0.7760574018126888   precision 0.7609522830111066   recall 0.7491141415226028
deviation 5/5   epoch 105/120   F1 0.7488422244503506   accuracy 0.7692598187311178   precision 0.7590009255450432   recall 0.7432982843825378
deviation 5/5   epoch 106/120   F1 0.7459052029325033   accuracy 0.7666163141993958   precision 0.7558797819827232   recall 0.7404568164906211
deviation 5/5   epoch 107/120   F1 0.746448226733665   accuracy 0.7685045317220544   precision 0.7544400452488688   recall 0.741470238933956
deviation 5/5   epoch 108/120   F1 0.7541210582115571   accuracy 0.7794561933534743   precision 0.7569338749485808   recall 0.7517082876824461
deviation 5/5   epoch 109/120   F1 0.7473162867665029   accuracy 0.7677492447129909   precision 0.7575843274372687   recall 0.7417865513923119
deviation 5/5   epoch 110/120   F1 0.7431566656630038   accuracy 0.7609516616314199   precision 0.7579159810777458   recall 0.7375866431966995
deviation 5/5   epoch 111/120   F1 0.7420130889831451   accuracy 0.7601963746223565   precision 0.756208864664747   recall 0.7364441439116909
deviation 5/5   epoch 112/120   F1 0.750828156388613   accuracy 0.770392749244713   precision 0.7621323529411765   recall 0.7450684184086741
deviation 5/5   epoch 113/120   F1 0.7418630535549964   accuracy 0.7594410876132931   precision 0.7570701357466063   recall 0.7363875891196459
deviation 5/5   epoch 114/120   F1 0.7349826858023578   accuracy 0.7507552870090635   precision 0.7537047511312217   recall 0.7305399223909748
deviation 5/5   epoch 115/120   F1 0.7428416713226151   accuracy 0.7613293051359517   precision 0.7564865281777047   recall 0.7372174864167589
deviation 5/5   epoch 116/120   F1 0.7435639002298904   accuracy 0.7628398791540786   precision 0.7559054915672563   recall 0.7379201793657661
deviation 5/5   epoch 117/120   F1 0.7318020892886563   accuracy 0.7481117824773413   precision 0.7497274784039489   recall 0.7273077496862741
deviation 5/5   epoch 118/120   F1 0.7346458257801415   accuracy 0.7518882175226587   precision 0.750843274372686   recall 0.7296237677356343
deviation 5/5   epoch 119/120   F1 0.7285951754526527   accuracy 0.7439577039274925   precision 0.7483288770053476   recall 0.7248396745772181
deviation 5/5   epoch 120/120   F1 0.7317529656427038   accuracy 0.7466012084592145   precision 0.7523061497326203   recall 0.7281015843131786

