deviation 1/5   epoch 1/120   F1 0.4302786852262987   accuracy 0.650679758308157   precision 0.49811805841217605   recall 0.4904240810813463
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deviation 1/5   epoch 2/120   F1 0.47823333128730117   accuracy 0.6654078549848943   precision 0.5234162895927602   recall 0.5811743001524023
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deviation 1/5   epoch 3/120   F1 0.5006812652068127   accuracy 0.6722054380664653   precision 0.5359265734265735   recall 0.60640533625731
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deviation 1/5   epoch 4/120   F1 0.569165206366347   accuracy 0.6941087613293051   precision 0.5785839160839161   recall 0.6550290876077154
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deviation 1/5   epoch 5/120   F1 0.6176321690686509   accuracy 0.7133685800604229   precision 0.6146955985191279   recall 0.6826835173497541
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deviation 1/5   epoch 6/120   F1 0.6378266865746491   accuracy 0.7280966767371602   precision 0.6317179144385027   recall 0.708668841615653
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deviation 1/5   epoch 7/120   F1 0.6605891116715357   accuracy 0.7382930513595166   precision 0.6510540929658577   recall 0.7184880355730087
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deviation 1/5   epoch 8/120   F1 0.6672255319910622   accuracy 0.7454682779456193   precision 0.656712772521596   recall 0.7327912803043033
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deviation 1/5   epoch 9/120   F1 0.6975490706362701   accuracy 0.7613293051359517   precision 0.6842863019333607   recall 0.747815023785817
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deviation 1/5   epoch 10/120   F1 0.6953203175228116   accuracy 0.7609516616314199   precision 0.6820058617852736   recall 0.7491064445951664
deviation 1/5   epoch 11/120   F1 0.7004810325651699   accuracy 0.7651057401812689   precision 0.6865436034553681   recall 0.7556704663577583
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deviation 1/5   epoch 12/120   F1 0.7008286845022407   accuracy 0.7654833836858006   precision 0.6868264088852324   recall 0.7564133778284714
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deviation 1/5   epoch 13/120   F1 0.708046883754125   accuracy 0.7685045317220544   precision 0.693940250925545   recall 0.7570504874963262
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deviation 1/5   epoch 14/120   F1 0.7219710835851815   accuracy 0.7764350453172205   precision 0.7075843274372686   recall 0.7640802229286864
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deviation 1/5   epoch 15/120   F1 0.7198593872367859   accuracy 0.7749244712990937   precision 0.7055969765528589   recall 0.7621771102783761
deviation 1/5   epoch 16/120   F1 0.7172943012049651   accuracy 0.7768126888217523   precision 0.701874228712464   recall 0.7711044551955702
deviation 1/5   epoch 17/120   F1 0.7227632921920846   accuracy 0.7760574018126888   precision 0.7087284039489922   recall 0.7621288301515796
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deviation 1/5   epoch 18/120   F1 0.7210421814961361   accuracy 0.777190332326284   precision 0.7061523035787741   recall 0.7674081237911026
deviation 1/5   epoch 19/120   F1 0.7235234747502872   accuracy 0.7790785498489426   precision 0.7084224598930481   recall 0.7700180777016421
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deviation 1/5   epoch 20/120   F1 0.7234020101075784   accuracy 0.7787009063444109   precision 0.7084250308515014   recall 0.7690247690347244
deviation 1/5   epoch 21/120   F1 0.7231573444851019   accuracy 0.7779456193353474   precision 0.708430172768408   recall 0.7670718650656388
deviation 1/5   epoch 22/120   F1 0.7282734820367175   accuracy 0.7790785498489426   precision 0.714415364047717   recall 0.7644281949150863
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deviation 1/5   epoch 23/120   F1 0.7327003318926404   accuracy 0.7817220543806647   precision 0.7189633895516249   recall 0.7668011615849933
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deviation 1/5   epoch 24/120   F1 0.7288174072908762   accuracy 0.7805891238670695   precision 0.7144050802139037   recall 0.7680203469850322
deviation 1/5   epoch 25/120   F1 0.7305636071868713   accuracy 0.7805891238670695   precision 0.7166880913204443   recall 0.7660517516633562
deviation 1/5   epoch 26/120   F1 0.7278354123537366   accuracy 0.7790785498489426   precision 0.7138446112710819   recall 0.7649052391375142
deviation 1/5   epoch 27/120   F1 0.7308439959657989   accuracy 0.7813444108761329   precision 0.7166829494035376   recall 0.7678208119532844
deviation 1/5   epoch 28/120   F1 0.7319894002310872   accuracy 0.7820996978851964   precision 0.7178193130399013   recall 0.7686261221092682
deviation 1/5   epoch 29/120   F1 0.732989000585403   accuracy 0.7824773413897281   precision 0.7189582476347183   recall 0.7685438607555023
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deviation 1/5   epoch 30/120   F1 0.7334898779064547   accuracy 0.7832326283987915   precision 0.7192384821061292   recall 0.7700763910003041
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deviation 1/5   epoch 31/120   F1 0.7334898779064547   accuracy 0.7832326283987915   precision 0.7192384821061292   recall 0.7700763910003041
deviation 1/5   epoch 32/120   F1 0.729886712749616   accuracy 0.7817220543806647   precision 0.7152534965034965   recall 0.7700109649122806
deviation 1/5   epoch 33/120   F1 0.7349890587166141   accuracy 0.7843655589123867   precision 0.720657651172357   recall 0.771523875432526
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deviation 1/5   epoch 34/120   F1 0.7335416888636337   accuracy 0.7817220543806647   precision 0.7201048951048952   recall 0.7659063308516817
deviation 1/5   epoch 35/120   F1 0.7373329300810482   accuracy 0.783987915407855   precision 0.7240847387906211   recall 0.7678977587075992
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deviation 1/5   epoch 36/120   F1 0.7322714218469404   accuracy 0.7828549848942599   precision 0.7178141711229946   recall 0.770430690584434
deviation 1/5   epoch 37/120   F1 0.7377834961129051   accuracy 0.7836102719033232   precision 0.7249434389140272   recall 0.7664642414727498
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deviation 1/5   epoch 38/120   F1 0.7357005171456554   accuracy 0.7824773413897281   precision 0.7226681406828466   recall 0.7656562961054416
deviation 1/5   epoch 39/120   F1 0.7341281752570468   accuracy 0.7832326283987915   precision 0.7200946112710819   recall 0.7693473028458162
deviation 1/5   epoch 40/120   F1 0.7369665768481106   accuracy 0.7851208459214502   precision 0.7229355203619909   recall 0.7713480487070263
deviation 1/5   epoch 41/120   F1 0.7363076920934228   accuracy 0.783987915407855   precision 0.7226578568490334   recall 0.7689905361796232
deviation 1/5   epoch 42/120   F1 0.7348502726355237   accuracy 0.7851208459214502   precision 0.7200817564788153   recall 0.7738649678675833
deviation 1/5   epoch 43/120   F1 0.737282553377665   accuracy 0.7843655589123867   precision 0.7237967914438503   recall 0.7689474428164589
deviation 1/5   epoch 44/120   F1 0.7377934485951692   accuracy 0.7851208459214502   precision 0.7240770259152611   recall 0.7704188207552658
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deviation 1/5   epoch 45/120   F1 0.7425565272560521   accuracy 0.7873867069486404   precision 0.729483751542575   recall 0.771295652537318
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deviation 1/5   epoch 46/120   F1 0.738715088494659   accuracy 0.7858761329305136   precision 0.7249280131633073   recall 0.7714458022905412
deviation 1/5   epoch 47/120   F1 0.7402890498340989   accuracy 0.7862537764350453   precision 0.726923076923077   recall 0.7707326873587121
deviation 1/5   epoch 48/120   F1 0.7404892508865248   accuracy 0.7862537764350453   precision 0.7272084533113945   recall 0.7705180478009599
deviation 1/5   epoch 49/120   F1 0.7475355758216583   accuracy 0.790785498489426   precision 0.7345973879062114   recall 0.7748728793136688
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deviation 1/5   epoch 50/120   F1 0.7457355105268754   accuracy 0.7888972809667674   precision 0.7331833607568902   recall 0.7718862202077839
deviation 1/5   epoch 51/120   F1 0.7424016480926179   accuracy 0.7888972809667674   precision 0.7283319621554916   recall 0.7755537284316425
deviation 1/5   epoch 52/120   F1 0.737833705915485   accuracy 0.7862537764350453   precision 0.7234985602632662   recall 0.7735129862979219
deviation 1/5   epoch 53/120   F1 0.7362854304980122   accuracy 0.7866314199395771   precision 0.7212129781982723   recall 0.7765306638963143
deviation 1/5   epoch 54/120   F1 0.745762267517839   accuracy 0.7911631419939577   precision 0.7317410530645825   recall 0.7779139955185606
deviation 1/5   epoch 55/120   F1 0.7431219439981539   accuracy 0.7896525679758308   precision 0.7288975730152201   recall 0.7768220743777434
deviation 1/5   epoch 56/120   F1 0.7413330943171093   accuracy 0.7892749244712991   precision 0.7266171328671329   recall 0.777937188623321
deviation 1/5   epoch 57/120   F1 0.7424439479329932   accuracy 0.7885196374622356   precision 0.7286199095022625   recall 0.7744567901234568
deviation 1/5   epoch 58/120   F1 0.7445803880561731   accuracy 0.7888972809667674   precision 0.7314711024269848   recall 0.7730972666158589
deviation 1/5   epoch 59/120   F1 0.7485969486394821   accuracy 0.7922960725075529   precision 0.7351578568490333   recall 0.7777248105324523
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deviation 1/5   epoch 60/120   F1 0.739270534397152   accuracy 0.7877643504531722   precision 0.7246297819827232   recall 0.7761065973966876
deviation 1/5   epoch 61/120   F1 0.7456891901242806   accuracy 0.7919184290030211   precision 0.7311651583710408   recall 0.7801602491448887
deviation 1/5   epoch 62/120   F1 0.7454346728423984   accuracy 0.7904078549848943   precision 0.7317461949814891   recall 0.7762033529567226
deviation 1/5   epoch 63/120   F1 0.745300152187604   accuracy 0.7896525679758308   precision 0.7320367132867133   recall 0.7743137634825292
deviation 1/5   epoch 64/120   F1 0.747463948159637   accuracy 0.7919184290030211   precision 0.7337335458658988   recall 0.778002915708206
deviation 1/5   epoch 65/120   F1 0.7484271177334425   accuracy 0.7919184290030211   precision 0.7351604278074866   recall 0.7768973917887094
deviation 1/5   epoch 66/120   F1 0.7502534181491708   accuracy 0.793429003021148   precision 0.7368624023035788   recall 0.778901437721321
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deviation 1/5   epoch 67/120   F1 0.7478511454768074   accuracy 0.7919184290030211   precision 0.7343042986425339   recall 0.7775529595928756
deviation 1/5   epoch 68/120   F1 0.747963006191572   accuracy 0.7930513595166163   precision 0.7337258329905388   recall 0.7805864197530865
deviation 1/5   epoch 69/120   F1 0.7448427820477407   accuracy 0.7904078549848943   precision 0.7308900658165365   recall 0.7768934544313759
deviation 1/5   epoch 70/120   F1 0.7471292354753052   accuracy 0.7911631419939577   precision 0.7337386877828054   recall 0.7763258374460034
deviation 1/5   epoch 71/120   F1 0.7463205356492039   accuracy 0.7915407854984894   precision 0.7323092348827642   recall 0.7783059983059983
deviation 1/5   epoch 72/120   F1 0.7485969486394821   accuracy 0.7922960725075529   precision 0.7351578568490333   recall 0.7777248105324523
deviation 1/5   epoch 73/120   F1 0.7477665643435969   accuracy 0.7930513595166163   precision 0.7334404566022212   recall 0.7808306244838752
deviation 1/5   epoch 74/120   F1 0.745762267517839   accuracy 0.7911631419939577   precision 0.7317410530645825   recall 0.7779139955185606
deviation 1/5   epoch 75/120   F1 0.7516843131704812   accuracy 0.7953172205438066   precision 0.7377056766762649   recall 0.7824395533900506
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deviation 1/5   epoch 76/120   F1 0.7533755825302779   accuracy 0.7953172205438066   precision 0.740274064171123   recall 0.7804259634888437
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deviation 1/5   epoch 77/120   F1 0.7531901604590007   accuracy 0.7953172205438066   precision 0.7399886877828055   recall 0.780639410256179
deviation 1/5   epoch 78/120   F1 0.7489583187630064   accuracy 0.7926737160120846   precision 0.7354406622788976   recall 0.7783379114094775
deviation 1/5   epoch 79/120   F1 0.7493584236496608   accuracy 0.7922960725075529   precision 0.7362993624023035   recall 0.776867047426258
deviation 1/5   epoch 80/120   F1 0.7439232965776426   accuracy 0.7896525679758308   precision 0.7300390785684903   recall 0.7758729133441913
deviation 1/5   epoch 81/120   F1 0.752304884518509   accuracy 0.7930513595166163   precision 0.7402894899218428   recall 0.7756866134346452
deviation 1/5   epoch 82/120   F1 0.7515554761282872   accuracy 0.7938066465256798   precision 0.7385720896750309   recall 0.7784395741565346
deviation 1/5   epoch 83/120   F1 0.7511812714776632   accuracy 0.7938066465256798   precision 0.7380013368983958   recall 0.7788612155388471
deviation 1/5   epoch 84/120   F1 0.7472076372315035   accuracy 0.7926737160120846   precision 0.7328722747840395   recall 0.7804413534736654
deviation 1/5   epoch 85/120   F1 0.7458804573247579   accuracy 0.7896525679758308   precision 0.732892842451666   recall 0.7736838447948602
deviation 1/5   epoch 86/120   F1 0.7469359046255437   accuracy 0.7911631419939577   precision 0.7334533113944879   recall 0.7765448943092278
deviation 1/5   epoch 87/120   F1 0.7466008173177143   accuracy 0.7904078549848943   precision 0.7334584533113945   recall 0.7748933458560977
deviation 1/5   epoch 88/120   F1 0.7477438571310626   accuracy 0.7904078549848943   precision 0.7351707116412999   recall 0.7736734554968732
deviation 1/5   epoch 89/120   F1 0.7478961417716637   accuracy 0.7911631419939577   precision 0.7348801933360757   recall 0.7754749665866858
deviation 1/5   epoch 90/120   F1 0.748715826873217   accuracy 0.793429003021148   precision 0.7345793911970382   recall 0.7807344657539304
deviation 1/5   epoch 91/120   F1 0.7472396641432286   accuracy 0.7922960725075529   precision 0.7331602221308103   recall 0.7793254793254794
deviation 1/5   epoch 92/120   F1 0.7459912455673758   accuracy 0.790785498489426   precision 0.7323143767996709   recall 0.7765972426290528
deviation 1/5   epoch 93/120   F1 0.7472076372315035   accuracy 0.7926737160120846   precision 0.7328722747840395   recall 0.7804413534736654
deviation 1/5   epoch 94/120   F1 0.7488534850834934   accuracy 0.790785498489426   precision 0.7365950226244344   recall 0.7734937574855194
deviation 1/5   epoch 95/120   F1 0.7510401283150544   accuracy 0.7919184290030211   precision 0.7391556972439326   recall 0.7741312940431065
deviation 1/5   epoch 96/120   F1 0.7494161415194182   accuracy 0.7904078549848943   precision 0.737739099136158   recall 0.7720041298763758
deviation 1/5   epoch 97/120   F1 0.7454346728423984   accuracy 0.7904078549848943   precision 0.7317461949814891   recall 0.7762033529567226
deviation 1/5   epoch 98/120   F1 0.748292428485148   accuracy 0.790785498489426   precision 0.7357388934594817   recall 0.7740704208512674
deviation 1/5   epoch 99/120   F1 0.7499639964240976   accuracy 0.7900302114803626   precision 0.7388831756478815   recall 0.7705923466713263
deviation 1/5   epoch 100/120   F1 0.7452034770622826   accuracy 0.790785498489426   precision 0.7311728712464007   recall 0.7775216049382716
deviation 1/5   epoch 101/120   F1 0.7486670888123179   accuracy 0.790785498489426   precision 0.7363096462361168   recall 0.7736836150117317
deviation 1/5   epoch 102/120   F1 0.7536382876181296   accuracy 0.7904078549848943   precision 0.7445881324557795   recall 0.7684140548127824
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deviation 1/5   epoch 103/120   F1 0.7504910529742814   accuracy 0.7892749244712991   precision 0.7403151995063759   recall 0.7684123775283995
deviation 1/5   epoch 104/120   F1 0.7516739501472325   accuracy 0.7885196374622356   precision 0.7428887289181407   recall 0.7658992400788066
deviation 1/5   epoch 105/120   F1 0.7474119667044872   accuracy 0.7847432024169184   precision 0.7389191690662279   recall 0.7611310151036179
deviation 1/5   epoch 106/120   F1 0.750679401205717   accuracy 0.7900302114803626   precision 0.7400246812011517   recall 0.7699607897567577
deviation 1/5   epoch 107/120   F1 0.7495811701926449   accuracy 0.7877643504531722   precision 0.7400401069518716   recall 0.7658341376747841
deviation 1/5   epoch 108/120   F1 0.7485812458232199   accuracy 0.7843655589123867   precision 0.7412047511312218   recall 0.759715381352032
deviation 1/5   epoch 109/120   F1 0.7518133187911882   accuracy 0.7858761329305136   precision 0.745475113122172   recall 0.7607661987140578
deviation 1/5   epoch 110/120   F1 0.7482460149569715   accuracy 0.7843655589123867   precision 0.7406339983545867   recall 0.7599023252423646
deviation 1/5   epoch 111/120   F1 0.7499852058711082   accuracy 0.7854984894259819   precision 0.7426239201974496   recall 0.7610431102443882
deviation 1/5   epoch 112/120   F1 0.750123852886362   accuracy 0.7885196374622356   precision 0.7403203414232826   recall 0.7670447240990186
deviation 1/5   epoch 113/120   F1 0.7474512987012987   accuracy 0.7870090634441088   precision 0.7371914849856026   recall 0.7658425541724296
deviation 1/5   epoch 114/120   F1 0.7505081095632277   accuracy 0.7858761329305136   precision 0.7431921020156315   recall 0.7614542758368592
deviation 1/5   epoch 115/120   F1 0.7496726350989618   accuracy 0.7836102719033232   precision 0.7437782805429864   recall 0.7578355761158112
deviation 1/5   epoch 116/120   F1 0.7470760889179855   accuracy 0.7851208459214502   precision 0.7380604689428218   recall 0.7621098347093986
deviation 1/5   epoch 117/120   F1 0.7456617788307613   accuracy 0.7847432024169184   precision 0.7360654051830522   recall 0.7623166254803091
deviation 1/5   epoch 118/120   F1 0.7483115666753671   accuracy 0.7828549848942599   precision 0.7420711641299877   recall 0.7571502116267368
deviation 1/5   epoch 119/120   F1 0.7497431248872158   accuracy 0.7873867069486404   precision 0.7406134306869601   recall 0.7649207019808405
deviation 1/5   epoch 120/120   F1 0.7504507899071424   accuracy 0.7851208459214502   precision 0.7437679967091733   recall 0.7601035437928245

deviation 5/5   epoch 1/120   F1 0.4793519632313231   accuracy 0.6540785498489426   precision 0.5180712669683258   recall 0.5497737556561086
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deviation 5/5   epoch 2/120   F1 0.5520388822064844   accuracy 0.6710725075528701   precision 0.5613327848621966   recall 0.6054717679762582
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deviation 5/5   epoch 3/120   F1 0.6249039070122283   accuracy 0.6975075528700906   precision 0.6196549773755656   recall 0.6509680610800925
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deviation 5/5   epoch 4/120   F1 0.6636664562505658   accuracy 0.7239425981873112   precision 0.6557178116001645   recall 0.6871336356551245
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deviation 5/5   epoch 5/120   F1 0.6932071247571809   accuracy 0.7443353474320241   precision 0.6844019950637599   recall 0.7129591072492942
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deviation 5/5   epoch 6/120   F1 0.7099714820619993   accuracy 0.756797583081571   precision 0.7008689839572193   recall 0.7283541432846988
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deviation 5/5   epoch 7/120   F1 0.7235798023279094   accuracy 0.7654833836858006   precision 0.7153640477169889   recall 0.7379085023008264
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deviation 5/5   epoch 8/120   F1 0.7251319031209562   accuracy 0.7707703927492447   precision 0.7144719251336898   recall 0.7472189314918085
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deviation 5/5   epoch 9/120   F1 0.7315519488961164   accuracy 0.7753021148036254   precision 0.7210047305635541   recall 0.7523931057414719
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deviation 5/5   epoch 10/120   F1 0.7304044742630773   accuracy 0.773036253776435   precision 0.7207347799259565   recall 0.7484836425860741
deviation 5/5   epoch 11/120   F1 0.7358046583950318   accuracy 0.779833836858006   precision 0.7243983957219251   recall 0.759149484823045
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deviation 5/5   epoch 12/120   F1 0.73344938169676   accuracy 0.775679758308157   precision 0.7235705470999589   recall 0.7518980705001752
deviation 5/5   epoch 13/120   F1 0.7323895523896439   accuracy 0.774546827794562   precision 0.7227221308103662   recall 0.7502804206779644
deviation 5/5   epoch 14/120   F1 0.7404902907863973   accuracy 0.7779456193353474   precision 0.7329725421637187   recall 0.7522162195261117
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deviation 5/5   epoch 15/120   F1 0.7415636286731722   accuracy 0.7805891238670695   precision 0.7326691690662279   recall 0.7565980814473994
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deviation 5/5   epoch 16/120   F1 0.7417402066293586   accuracy 0.7809667673716012   precision 0.7326665981077746   recall 0.7572369019465163
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deviation 5/5   epoch 17/120   F1 0.741456923256546   accuracy 0.783987915407855   precision 0.73007764294529   recall 0.7639704559331483
deviation 5/5   epoch 18/120   F1 0.7413866359870775   accuracy 0.7802114803625377   precision 0.7326717400246812   recall 0.7559656977681488
deviation 5/5   epoch 19/120   F1 0.7441617246593053   accuracy 0.7802114803625377   precision 0.7372377622377623   recall 0.7544709460894217
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deviation 5/5   epoch 20/120   F1 0.7427926547664109   accuracy 0.7802114803625377   precision 0.7349547511312218   recall 0.7551632673004705
deviation 5/5   epoch 21/120   F1 0.7458223629160612   accuracy 0.7836102719033232   precision 0.7372146236116824   recall 0.7598984399812119
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deviation 5/5   epoch 22/120   F1 0.7475326972831342   accuracy 0.7836102719033232   precision 0.7400683874948581   recall 0.7588902820838592
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deviation 5/5   epoch 23/120   F1 0.7444073773242197   accuracy 0.7843655589123867   precision 0.7343557178116001   recall 0.762436059011046
deviation 5/5   epoch 24/120   F1 0.7483319497747197   accuracy 0.7866314199395771   precision 0.7389063142739614   recall 0.7643566574565006
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deviation 5/5   epoch 25/120   F1 0.7487480256800759   accuracy 0.7843655589123867   precision 0.7414901275195394   recall 0.7596244939250273
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deviation 5/5   epoch 26/120   F1 0.7506165143395304   accuracy 0.7877643504531722   precision 0.741752365281777   recall 0.7650857147689888
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deviation 5/5   epoch 27/120   F1 0.7507475211138416   accuracy 0.7870090634441088   precision 0.7426136363636364   recall 0.7634808951431643
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deviation 5/5   epoch 28/120   F1 0.7487707851329083   accuracy 0.7847432024169184   precision 0.7412021801727684   recall 0.760314148328399
deviation 5/5   epoch 29/120   F1 0.7502213352303414   accuracy 0.7866314199395771   precision 0.7420454545454546   recall 0.7630718965662979
deviation 5/5   epoch 30/120   F1 0.751082523815524   accuracy 0.7870090634441088   precision 0.7431843891402715   recall 0.7632715714353309
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deviation 5/5   epoch 31/120   F1 0.7513279400304915   accuracy 0.7858761329305136   precision 0.7446189839572193   recall 0.7610115579781459
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deviation 5/5   epoch 32/120   F1 0.7513334835850048   accuracy 0.7885196374622356   precision 0.7423179761415055   recall 0.7661403270985814
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deviation 5/5   epoch 33/120   F1 0.7546759636533167   accuracy 0.7888972809667674   precision 0.747737556561086   recall 0.7647341840487764
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deviation 5/5   epoch 34/120   F1 0.7522050901538408   accuracy 0.7866314199395771   precision 0.7454699712052653   recall 0.7619195721634673
deviation 5/5   epoch 35/120   F1 0.754089420301091   accuracy 0.7896525679758308   precision 0.746020156314274   recall 0.7665502326938518
deviation 5/5   epoch 36/120   F1 0.7550725247004415   accuracy 0.7881419939577039   precision 0.7491695804195804   recall 0.7631585021060527
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deviation 5/5   epoch 37/120   F1 0.7546421965536981   accuracy 0.7904078549848943   precision 0.7463003907856849   recall 0.767696458298259
deviation 5/5   epoch 38/120   F1 0.7559457064305646   accuracy 0.7888972809667674   precision 0.7500205676676265   recall 0.7640572656273865
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deviation 5/5   epoch 39/120   F1 0.7611928333800952   accuracy 0.7960725075528701   precision 0.7525401069518716   recall 0.7746960188820654
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deviation 5/5   epoch 40/120   F1 0.7591880461460974   accuracy 0.7938066465256798   precision 0.7511286507610038   recall 0.7714481831015663
deviation 5/5   epoch 41/120   F1 0.7566162038437135   accuracy 0.7892749244712991   precision 0.7508741258741258   recall 0.7643907064959696
deviation 5/5   epoch 42/120   F1 0.7591880461460974   accuracy 0.7938066465256798   precision 0.7511286507610038   recall 0.7714481831015663
deviation 5/5   epoch 43/120   F1 0.7573332981711257   accuracy 0.7900302114803626   precision 0.7514397367338543   recall 0.7653657054169335
deviation 5/5   epoch 44/120   F1 0.756790505792297   accuracy 0.790785498489426   precision 0.7497223364870425   recall 0.7670552493023384
deviation 5/5   epoch 45/120   F1 0.7580280548865199   accuracy 0.7919184290030211   precision 0.7508561291649527   recall 0.7684694314838623
deviation 5/5   epoch 46/120   F1 0.758948339238205   accuracy 0.7930513595166163   precision 0.751419169066228   recall 0.7700929107239525
deviation 5/5   epoch 47/120   F1 0.7598960098271772   accuracy 0.7930513595166163   precision 0.7531314273961333   recall 0.7694939563808356
deviation 5/5   epoch 48/120   F1 0.762873999157185   accuracy 0.7945619335347432   precision 0.757116412998766   recall 0.7705844155844156
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deviation 5/5   epoch 49/120   F1 0.7615448404711154   accuracy 0.7938066465256798   precision 0.7554092965857672   recall 0.7699425844861271
deviation 5/5   epoch 50/120   F1 0.760549211256836   accuracy 0.7945619335347432   precision 0.7528357671740025   recall 0.7720302062155098
deviation 5/5   epoch 51/120   F1 0.7634532100342355   accuracy 0.7964501510574018   precision 0.7562474290415466   recall 0.7738278966805888
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deviation 5/5   epoch 52/120   F1 0.765153761436801   accuracy 0.797583081570997   precision 0.7582373508844097   recall 0.7749299290531664
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deviation 5/5   epoch 53/120   F1 0.7615976177602805   accuracy 0.7941842900302115   precision 0.7551213492389963   recall 0.7706171667856372
deviation 5/5   epoch 54/120   F1 0.7620022123893805   accuracy 0.7938066465256798   precision 0.7562654257507199   recall 0.7696888528138528
deviation 5/5   epoch 55/120   F1 0.7632468324627615   accuracy 0.7960725075528701   precision 0.75625   recall 0.7732186961181788
deviation 5/5   epoch 56/120   F1 0.7645834820566921   accuracy 0.7968277945619335   precision 0.7579571164129988   recall 0.7738251187162273
deviation 5/5   epoch 57/120   F1 0.7635550087803716   accuracy 0.7960725075528701   precision 0.7568207527766351   recall 0.773018970545229
deviation 5/5   epoch 58/120   F1 0.7626395553973545   accuracy 0.7915407854984894   precision 0.759990744549568   recall 0.7656708105211169
deviation 5/5   epoch 59/120   F1 0.7638043420016736   accuracy 0.7956948640483383   precision 0.7576794529000411   recall 0.7721461373193903
deviation 5/5   epoch 60/120   F1 0.7646402867315801   accuracy 0.7953172205438066   precision 0.7596796585767174   recall 0.7710030372302177
deviation 5/5   epoch 61/120   F1 0.7654586363984888   accuracy 0.797583081570997   precision 0.7588081036610448   recall 0.7747284536870258
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deviation 5/5   epoch 62/120   F1 0.767247508809352   accuracy 0.7968277945619335   precision 0.763093891402715   recall 0.7723476622381196
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deviation 5/5   epoch 63/120   F1 0.7656614211026462   accuracy 0.7953172205438066   precision 0.7616772932949404   recall 0.7705219764885991
deviation 5/5   epoch 64/120   F1 0.7675286653356586   accuracy 0.7983383685800605   precision 0.7619421020156314   recall 0.7748864139173979
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deviation 5/5   epoch 65/120   F1 0.7674461444872133   accuracy 0.7987160120845922   precision 0.761368778280543   recall 0.775647400062498
deviation 5/5   epoch 66/120   F1 0.7675366876310272   accuracy 0.797583081570997   precision 0.7628033730974908   recall 0.7735144276051031
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deviation 5/5   epoch 67/120   F1 0.7632808231703878   accuracy 0.793429003021148   precision 0.7591217605923488   recall 0.7684145874598445
deviation 5/5   epoch 68/120   F1 0.7669528483307237   accuracy 0.797583081570997   precision 0.7616618675442205   recall 0.7738269479121824
deviation 5/5   epoch 69/120   F1 0.7676761153674296   accuracy 0.7968277945619335   precision 0.7639500205676677   recall 0.7721539623841902
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deviation 5/5   epoch 70/120   F1 0.7675286653356586   accuracy 0.7983383685800605   precision 0.7619421020156314   recall 0.7748864139173979
deviation 5/5   epoch 71/120   F1 0.7669528483307237   accuracy 0.797583081570997   precision 0.7616618675442205   recall 0.7738269479121824
deviation 5/5   epoch 72/120   F1 0.7668780043035615   accuracy 0.7956948640483383   precision 0.7636723570547099   recall 0.7706360374374838
deviation 5/5   epoch 73/120   F1 0.7634745326341673   accuracy 0.7945619335347432   precision 0.7582579185520362   recall 0.7702647438656909
deviation 5/5   epoch 74/120   F1 0.7647046843143738   accuracy 0.7956948640483383   precision 0.7593917112299465   recall 0.7716399887728707
deviation 5/5   epoch 75/120   F1 0.7655745376071117   accuracy 0.7964501510574018   precision 0.7602426984779926   recall 0.7725311589857082
deviation 5/5   epoch 76/120   F1 0.7656614211026462   accuracy 0.7953172205438066   precision 0.7616772932949404   recall 0.7705219764885991
deviation 5/5   epoch 77/120   F1 0.7657325029292268   accuracy 0.7956948640483383   precision 0.7613893459481695   recall 0.771125964771225
deviation 5/5   epoch 78/120   F1 0.764213988794979   accuracy 0.7945619335347432   precision 0.7596848004936241   recall 0.7699026013066655
deviation 5/5   epoch 79/120   F1 0.7663090971346207   accuracy 0.7956948640483383   precision 0.7625308515014397   recall 0.7708682178664956
deviation 5/5   epoch 80/120   F1 0.7661626277197665   accuracy 0.7964501510574018   precision 0.7613842040312628   recall 0.7722226127003571
deviation 5/5   epoch 81/120   F1 0.7685397729311194   accuracy 0.797583081570997   precision 0.7648010078157137   recall 0.7730313995254947
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deviation 5/5   epoch 82/120   F1 0.766959366616502   accuracy 0.7968277945619335   precision 0.7625231386260798   recall 0.7724849228798634
deviation 5/5   epoch 83/120   F1 0.7684739312544013   accuracy 0.7979607250755287   precision 0.7642276840806252   recall 0.7737036235623096
deviation 5/5   epoch 84/120   F1 0.7681869152944962   accuracy 0.7979607250755287   precision 0.7636569313039901   recall 0.7738460737367243
deviation 5/5   epoch 85/120   F1 0.765517007016113   accuracy 0.7953172205438066   precision 0.7613919169066228   recall 0.7705858243910748
deviation 5/5   epoch 86/120   F1 0.7637457859249894   accuracy 0.7953172205438066   precision 0.757967400246812   recall 0.7714799783549784
deviation 5/5   epoch 87/120   F1 0.769196717303656   accuracy 0.7987160120845922   precision 0.7647932949403538   recall 0.7746567091142672
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deviation 5/5   epoch 88/120   F1 0.766230509965311   accuracy 0.7968277945619335   precision 0.761096256684492   recall 0.7728569701366219
deviation 5/5   epoch 89/120   F1 0.7626049537100283   accuracy 0.7938066465256798   precision 0.7574069313039902   recall 0.769374192854068
deviation 5/5   epoch 90/120   F1 0.7659355355986895   accuracy 0.7968277945619335   precision 0.7605255039078569   recall 0.7730175152156868
deviation 5/5   epoch 91/120   F1 0.7654262815482202   accuracy 0.7964501510574018   precision 0.759957322089675   recall 0.7726125039177953
deviation 5/5   epoch 92/120   F1 0.7685482904715419   accuracy 0.7983383685800605   precision 0.7639397367338544   recall 0.7743249562440713
deviation 5/5   epoch 93/120   F1 0.7703252796558193   accuracy 0.7987160120845922   precision 0.7670763060468944   recall 0.7741298859287495
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deviation 5/5   epoch 94/120   F1 0.7705171523997779   accuracy 0.7983383685800605   precision 0.7679350061703003   recall 0.7734445310306646
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deviation 5/5   epoch 95/120   F1 0.7685397729311194   accuracy 0.797583081570997   precision 0.7648010078157137   recall 0.7730313995254947
deviation 5/5   epoch 96/120   F1 0.7705582526773658   accuracy 0.7968277945619335   precision 0.7699429247223365   recall 0.7711923506074883
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deviation 5/5   epoch 97/120   F1 0.7680903043062349   accuracy 0.7949395770392749   precision 0.7671020156314274   recall 0.7691281222334692
deviation 5/5   epoch 98/120   F1 0.7640635246485901   accuracy 0.7922960725075529   precision 0.7619832373508844   recall 0.7663744157595909
deviation 5/5   epoch 99/120   F1 0.7655886474180114   accuracy 0.7949395770392749   precision 0.7619652406417112   recall 0.7699309304357098
deviation 5/5   epoch 100/120   F1 0.7639183728545647   accuracy 0.7904078549848943   precision 0.7639937268613739   recall 0.7638433071437702
deviation 5/5   epoch 101/120   F1 0.7643426707399161   accuracy 0.7922960725075529   precision 0.7625539901275196   recall 0.7663003796728972
deviation 5/5   epoch 102/120   F1 0.7624968559222725   accuracy 0.7915407854984894   precision 0.7597053681612504   recall 0.7657149696314476
deviation 5/5   epoch 103/120   F1 0.7614844172221222   accuracy 0.7915407854984894   precision 0.7577077334430276   recall 0.7660667834580879
deviation 5/5   epoch 104/120   F1 0.7656601101979252   accuracy 0.7915407854984894   precision 0.7662690250925546   recall 0.765069615069615
deviation 5/5   epoch 105/120   F1 0.7641432343422625   accuracy 0.7877643504531722   precision 0.768006993006993   recall 0.7609786323181493
deviation 5/5   epoch 106/120   F1 0.7663036425732432   accuracy 0.7896525679758308   precision 0.770277149321267   recall 0.7630596793172715
deviation 5/5   epoch 107/120   F1 0.760727966910595   accuracy 0.7854984894259819   precision 0.7634563965446319   recall 0.7583630000907651
deviation 5/5   epoch 108/120   F1 0.762965830798146   accuracy 0.7862537764350453   precision 0.767446524064171   recall 0.759419693512388
deviation 5/5   epoch 109/120   F1 0.7607207407245034   accuracy 0.7836102719033232   precision 0.7660376388317565   recall 0.7567133335111276
deviation 5/5   epoch 110/120   F1 0.7617516087418232   accuracy 0.7854984894259819   precision 0.7657394076511723   recall 0.7585161619496383
deviation 5/5   epoch 111/120   F1 0.7595619255161623   accuracy 0.783987915407855   precision 0.7628959276018099   recall 0.7567672080433101
deviation 5/5   epoch 112/120   F1 0.760241179751602   accuracy 0.7832326283987915   precision 0.7654694570135747   recall 0.7562844378257632
deviation 5/5   epoch 113/120   F1 0.7624053342937462   accuracy 0.7832326283987915   precision 0.7706062320032908   recall 0.7571309216697937
deviation 5/5   epoch 114/120   F1 0.7598442428350775   accuracy 0.7787009063444109   precision 0.7714932126696832   recall 0.7538199176527426
deviation 5/5   epoch 115/120   F1 0.756565665945454   accuracy 0.775679758308157   precision 0.768089263677499   recall 0.7506375542912631
deviation 5/5   epoch 116/120   F1 0.7573800180819137   accuracy 0.7805891238670695   precision 0.7626336898395722   recall 0.7534286889145105
deviation 5/5   epoch 117/120   F1 0.758523754549306   accuracy 0.7824773413897281   precision 0.7626208350473056   recall 0.7552327600638651
deviation 5/5   epoch 118/120   F1 0.7552939775520343   accuracy 0.7749244712990937   precision 0.7660967708761826   recall 0.7494991984765027
deviation 5/5   epoch 119/120   F1 0.7619548117567014   accuracy 0.7794561933534743   precision 0.7757687165775401   recall 0.7557077299004709
deviation 5/5   epoch 120/120   F1 0.7574282610403074   accuracy 0.7775679758308157   precision 0.7672202797202797   recall 0.7517855034020403

