deviation 1/5   epoch 1/120   F1 0.42234416007445325   accuracy 0.6680513595166163   precision 0.5062757095845332   recall 0.5913488076192615
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deviation 1/5   epoch 2/120   F1 0.467157963494891   accuracy 0.6824018126888217   precision 0.528722747840395   recall 0.7051272635468546
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deviation 1/5   epoch 3/120   F1 0.555078880165498   accuracy 0.7073262839879154   precision 0.5759255450431922   recall 0.7220655661893671
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deviation 1/5   epoch 4/120   F1 0.5921900530691188   accuracy 0.7194108761329305   precision 0.599529514603044   recall 0.7271386473947232
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deviation 1/5   epoch 5/120   F1 0.6557054455906624   accuracy 0.736404833836858   precision 0.6467863019333607   recall 0.7173494287791748
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deviation 1/5   epoch 6/120   F1 0.6684720199442991   accuracy 0.7409365558912386   precision 0.6581705059646237   recall 0.7192242592691575
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deviation 1/5   epoch 7/120   F1 0.6723768294405722   accuracy 0.7443353474320241   precision 0.6615718839983546   recall 0.724894812604058
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deviation 1/5   epoch 8/120   F1 0.69234070856831   accuracy 0.7530211480362538   precision 0.6806329699712053   recall 0.730896387632769
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deviation 1/5   epoch 9/120   F1 0.7066270153648795   accuracy 0.7632175226586103   precision 0.6939762443438914   recall 0.7441685578249455
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deviation 1/5   epoch 10/120   F1 0.6894553170594837   accuracy 0.7575528700906344   precision 0.6766068490333196   recall 0.7454724128073185
deviation 1/5   epoch 11/120   F1 0.7029167125184861   accuracy 0.7632175226586103   precision 0.689695598519128   recall 0.7476025084418716
deviation 1/5   epoch 12/120   F1 0.6983075758674782   accuracy 0.7651057401812689   precision 0.6842605923488276   recall 0.7583233312788573
deviation 1/5   epoch 13/120   F1 0.7081707140301665   accuracy 0.7700151057401813   precision 0.6936445907034142   recall 0.7614481178043843
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deviation 1/5   epoch 14/120   F1 0.7162459676633741   accuracy 0.7673716012084593   precision 0.7042215137803374   recall 0.7461970468999889
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deviation 1/5   epoch 15/120   F1 0.7100338366859757   accuracy 0.7734138972809668   precision 0.6947629576306047   recall 0.7699413829351293
deviation 1/5   epoch 16/120   F1 0.7165543802410144   accuracy 0.7734138972809668   precision 0.7021827437268613   recall 0.7616108289005765
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deviation 1/5   epoch 17/120   F1 0.7000467972350527   accuracy 0.7669939577039275   precision 0.6856746194981489   recall 0.7622065175855725
deviation 1/5   epoch 18/120   F1 0.7218693943354886   accuracy 0.7783232628398792   precision 0.7067153434800493   recall 0.7698177394660123
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deviation 1/5   epoch 19/120   F1 0.7251898381368305   accuracy 0.7813444108761329   precision 0.7095485396955985   recall 0.7749014095670452
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deviation 1/5   epoch 20/120   F1 0.7175107557052001   accuracy 0.7794561933534743   precision 0.7012854792266557   recall 0.7797741566609491
deviation 1/5   epoch 21/120   F1 0.7241171461717104   accuracy 0.7817220543806647   precision 0.7081190867955574   recall 0.7776491571058634
deviation 1/5   epoch 22/120   F1 0.726338404190924   accuracy 0.7805891238670695   precision 0.7112659399424105   recall 0.7710333778327125
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deviation 1/5   epoch 23/120   F1 0.7243574227754725   accuracy 0.7817220543806647   precision 0.708404463183875   recall 0.777302271483306
deviation 1/5   epoch 24/120   F1 0.7287297365083738   accuracy 0.7809667673716012   precision 0.7141171328671329   recall 0.7692080177655376
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deviation 1/5   epoch 25/120   F1 0.7254217063042453   accuracy 0.7836102719033232   precision 0.7089623611682435   recall 0.7821293165016562
deviation 1/5   epoch 26/120   F1 0.7377737621276481   accuracy 0.7866314199395771   precision 0.7232106129164952   recall 0.774665348492338
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deviation 1/5   epoch 27/120   F1 0.7167997138299697   accuracy 0.7787009063444109   precision 0.7007198683669272   recall 0.7781976588807527
deviation 1/5   epoch 28/120   F1 0.7274557406358435   accuracy 0.783987915407855   precision 0.7112428013163308   recall 0.7803472053991531
deviation 1/5   epoch 29/120   F1 0.7309241797046675   accuracy 0.7873867069486404   precision 0.7140734265734265   recall 0.7867249475945128
deviation 1/5   epoch 30/120   F1 0.7418396985530016   accuracy 0.7885196374622356   precision 0.7277637803373098   recall 0.775158946835506
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deviation 1/5   epoch 31/120   F1 0.7303281192782807   accuracy 0.7870090634441088   precision 0.7135052447552448   recall 0.7863433085418541
deviation 1/5   epoch 32/120   F1 0.720159287957962   accuracy 0.7817220543806647   precision 0.7035530645824764   recall 0.7837340481574524
deviation 1/5   epoch 33/120   F1 0.7184547939005934   accuracy 0.7820996978851964   precision 0.7015528589058001   recall 0.7880217790844739
deviation 1/5   epoch 34/120   F1 0.731880044075166   accuracy 0.7881419939577039   precision 0.7149244138214726   recall 0.787864740038653
deviation 1/5   epoch 35/120   F1 0.7384922570712341   accuracy 0.7873867069486404   precision 0.7237762237762237   recall 0.7759724946990865
deviation 1/5   epoch 36/120   F1 0.730421906586638   accuracy 0.7858761329305136   precision 0.7140837104072398   recall 0.7822886500605546
deviation 1/5   epoch 37/120   F1 0.7424996170820584   accuracy 0.7938066465256798   precision 0.7257301522007404   recall 0.7906485965777618
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deviation 1/5   epoch 38/120   F1 0.7310338865836791   accuracy 0.7870090634441088   precision 0.7143613739201975   recall 0.7852285166940339
deviation 1/5   epoch 39/120   F1 0.7261382454791767   accuracy 0.7843655589123867   precision 0.709527972027972   recall 0.7836570380431709
deviation 1/5   epoch 40/120   F1 0.7321144454765343   accuracy 0.7881419939577039   precision 0.7152097902097903   recall 0.7874866809709389
deviation 1/5   epoch 41/120   F1 0.7375083821685764   accuracy 0.7881419939577039   precision 0.7220588235294118   recall 0.7795176433942954
deviation 1/5   epoch 42/120   F1 0.7403157791507307   accuracy 0.7904078549848943   precision 0.72461178527355   recall 0.7827311966278727
deviation 1/5   epoch 43/120   F1 0.7421536596803462   accuracy 0.790785498489426   precision 0.7268922254216372   recall 0.7813844118162833
deviation 1/5   epoch 44/120   F1 0.7397408665499501   accuracy 0.7900302114803626   precision 0.7240436034553681   recall 0.7823447078187167
deviation 1/5   epoch 45/120   F1 0.7319637954997071   accuracy 0.7870090634441088   precision 0.7155028794734677   recall 0.783796045503792
deviation 1/5   epoch 46/120   F1 0.7256865770332819   accuracy 0.7870090634441088   precision 0.708083093377211   recall 0.7942827639367628
deviation 1/5   epoch 47/120   F1 0.7227692519286358   accuracy 0.7820996978851964   precision 0.7064042575071987   recall 0.7809516935473289
deviation 1/5   epoch 48/120   F1 0.746735126902932   accuracy 0.793429003021148   precision 0.7317256273138626   recall 0.7832720607011558
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deviation 1/5   epoch 49/120   F1 0.7288956258433754   accuracy 0.7862537764350453   precision 0.7120835047305636   recall 0.7859589219169771
deviation 1/5   epoch 50/120   F1 0.739021987722505   accuracy 0.7904078549848943   precision 0.7228995269436447   recall 0.7845820870414364
deviation 1/5   epoch 51/120   F1 0.7375301908284408   accuracy 0.7911631419939577   precision 0.7206113739201975   recall 0.7894144609419993
deviation 1/5   epoch 52/120   F1 0.7326162986940236   accuracy 0.7862537764350453   precision 0.7166495269436446   recall 0.7803298702940423
deviation 1/5   epoch 53/120   F1 0.7544455686261101   accuracy 0.7972054380664653   precision 0.740546585767174   recall 0.7843741332999001
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deviation 1/5   epoch 54/120   F1 0.7290027354911861   accuracy 0.7851208459214502   precision 0.7126619703825586   recall 0.7818644551499121
deviation 1/5   epoch 55/120   F1 0.7303683038918598   accuracy 0.7843655589123867   precision 0.7146647470176882   recall 0.7774195424019537
deviation 1/5   epoch 56/120   F1 0.7200063406021189   accuracy 0.7820996978851964   precision 0.7032651172357055   recall 0.7853793697159364
deviation 1/5   epoch 57/120   F1 0.7396008398140594   accuracy 0.790785498489426   precision 0.7234677087618264   recall 0.7849658545861078
deviation 1/5   epoch 58/120   F1 0.7418996276718703   accuracy 0.7896525679758308   precision 0.7271853146853147   recall 0.7783288489083438
deviation 1/5   epoch 59/120   F1 0.7466028708133972   accuracy 0.7945619335347432   precision 0.73086178527355   recall 0.7869541875447388
deviation 1/5   epoch 60/120   F1 0.7431231761328849   accuracy 0.7926737160120846   precision 0.7271647470176883   recall 0.7859447498614498
deviation 1/5   epoch 61/120   F1 0.7239240627207615   accuracy 0.7843655589123867   precision 0.7069595845331139   recall 0.7872525204045493
deviation 1/5   epoch 62/120   F1 0.7450856346066927   accuracy 0.7919184290030211   precision 0.7303090292060881   recall 0.780929364678027
deviation 1/5   epoch 63/120   F1 0.7366447185122749   accuracy 0.7870090634441088   precision 0.7214957836281366   recall 0.7772020141894175
deviation 1/5   epoch 64/120   F1 0.7512791803384283   accuracy 0.7956948640483383   precision 0.7368469765528589   recall 0.784037242041668
deviation 1/5   epoch 65/120   F1 0.7446057017827907   accuracy 0.790785498489426   precision 0.730316742081448   recall 0.7782431521634474
deviation 1/5   epoch 66/120   F1 0.7562776503987385   accuracy 0.7960725075528701   precision 0.7442641916906623   recall 0.7792124017338917
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deviation 1/5   epoch 67/120   F1 0.7282931147987559   accuracy 0.7866314199395771   precision 0.7112248046071575   recall 0.7883022615399597
deviation 1/5   epoch 68/120   F1 0.7424865061343483   accuracy 0.7926737160120846   precision 0.7263086178527356   recall 0.7868779998549722
deviation 1/5   epoch 69/120   F1 0.7476827557254437   accuracy 0.7915407854984894   precision 0.7343068696009872   recall 0.7767197823552273
deviation 1/5   epoch 70/120   F1 0.7401019580421806   accuracy 0.7904078549848943   precision 0.7243264088852324   recall 0.7830314604645883
deviation 1/5   epoch 71/120   F1 0.7449373902204091   accuracy 0.7945619335347432   precision 0.7285787741670096   recall 0.7894140625
deviation 1/5   epoch 72/120   F1 0.7478980623828091   accuracy 0.7956948640483383   precision 0.7319955779514603   recall 0.7886902690964932
deviation 1/5   epoch 73/120   F1 0.7488835939810268   accuracy 0.7892749244712991   precision 0.7377468120115179   recall 0.769789913146985
deviation 1/5   epoch 74/120   F1 0.7490392616273978   accuracy 0.790785498489426   precision 0.7368803990127519   recall 0.7733062411010916
deviation 1/5   epoch 75/120   F1 0.7308175169019617   accuracy 0.7885196374622356   precision 0.7134949609214315   recall 0.7910012860812369
deviation 1/5   epoch 76/120   F1 0.7376666934677985   accuracy 0.7915407854984894   precision 0.7206088029617441   recall 0.7905200433369447
deviation 1/5   epoch 77/120   F1 0.7484660849985927   accuracy 0.7960725075528701   precision 0.7325637597696422   recall 0.7890696901523673
deviation 1/5   epoch 78/120   F1 0.7517618269211559   accuracy 0.7926737160120846   precision 0.7397213081036611   recall 0.7752907223495459
deviation 1/5   epoch 79/120   F1 0.7398070042759943   accuracy 0.7896525679758308   precision 0.7243315508021391   recall 0.7810740639629039
deviation 1/5   epoch 80/120   F1 0.7484238417813085   accuracy 0.7945619335347432   precision 0.733430172768408   recall 0.7844285584504682
deviation 1/5   epoch 81/120   F1 0.7457757296466974   accuracy 0.7945619335347432   precision 0.7297202797202798   recall 0.7881578947368422
deviation 1/5   epoch 82/120   F1 0.7461906896367025   accuracy 0.7945619335347432   precision 0.730291032496915   recall 0.7875495974421203
deviation 1/5   epoch 83/120   F1 0.7481535720786964   accuracy 0.7892749244712991   precision 0.7366053064582476   recall 0.7704577180221879
deviation 1/5   epoch 84/120   F1 0.7419448353504081   accuracy 0.790785498489426   precision 0.7266068490333196   recall 0.7816654310256672
deviation 1/5   epoch 85/120   F1 0.7416935098159849   accuracy 0.7896525679758308   precision 0.7268999382969972   recall 0.7785899569669981
deviation 1/5   epoch 86/120   F1 0.7433431689497156   accuracy 0.7911631419939577   precision 0.7283165364047717   recall 0.7809482946119625
deviation 1/5   epoch 87/120   F1 0.7527096342551294   accuracy 0.797583081570997   precision 0.737690250925545   recall 0.7877614541832669
deviation 1/5   epoch 88/120   F1 0.7410132282578104   accuracy 0.7900302114803626   precision 0.7257558617852735   recall 0.780607679721853
deviation 1/5   epoch 89/120   F1 0.7288956258433754   accuracy 0.7862537764350453   precision 0.7120835047305636   recall 0.7859589219169771
deviation 1/5   epoch 90/120   F1 0.7291357136224348   accuracy 0.7870090634441088   precision 0.7120783628136569   recall 0.7882814247371952
deviation 1/5   epoch 91/120   F1 0.7360839056982404   accuracy 0.7896525679758308   precision 0.7194801522007405   recall 0.7864791627341177
deviation 1/5   epoch 92/120   F1 0.7467071268331418   accuracy 0.7881419939577039   precision 0.7351861373920198   recall 0.7690832130379374
deviation 1/5   epoch 93/120   F1 0.7508512525181746   accuracy 0.7922960725075529   precision 0.7385823735088441   recall 0.7752699335548172
deviation 1/5   epoch 94/120   F1 0.7418864479033641   accuracy 0.7911631419939577   precision 0.7263189016865488   recall 0.7829134015797758
deviation 1/5   epoch 95/120   F1 0.7504056971063588   accuracy 0.7941842900302115   precision 0.7365718839983546   recall 0.7808069572329146
deviation 1/5   epoch 96/120   F1 0.7537059319806924   accuracy 0.7968277945619335   precision 0.7396930275606746   recall 0.7842235229559174
deviation 1/5   epoch 97/120   F1 0.7405584655386819   accuracy 0.7888972809667674   precision 0.7257635746606335   recall 0.7778068215521503
deviation 1/5   epoch 98/120   F1 0.7454657989009135   accuracy 0.7832326283987915   precision 0.7369318181818182   recall 0.759377990430622
deviation 1/5   epoch 99/120   F1 0.7490482148589411   accuracy 0.7873867069486404   precision 0.7394719251336899   recall 0.7654280310181343
deviation 1/5   epoch 100/120   F1 0.7461834175722205   accuracy 0.7870090634441088   precision 0.7351938502673796   recall 0.76689286766658
deviation 1/5   epoch 101/120   F1 0.7385893437559046   accuracy 0.7892749244712991   precision 0.7229072398190045   recall 0.7815703925981495
deviation 1/5   epoch 102/120   F1 0.7446576621094823   accuracy 0.7877643504531722   precision 0.7323349444672974   recall 0.7701129842180774
deviation 1/5   epoch 103/120   F1 0.7430310702580023   accuracy 0.7904078549848943   precision 0.7283216783216784   recall 0.7791109169523394
deviation 1/5   epoch 104/120   F1 0.7400334998876485   accuracy 0.790785498489426   precision 0.7240384615384616   recall 0.7843364059058651
deviation 1/5   epoch 105/120   F1 0.7515287623975853   accuracy 0.7945619335347432   precision 0.737996194981489   recall 0.7805156316760757
deviation 1/5   epoch 106/120   F1 0.7388727385821918   accuracy 0.7888972809667674   precision 0.723480563554093   recall 0.7800078276562692
deviation 1/5   epoch 107/120   F1 0.7251898381368305   accuracy 0.7813444108761329   precision 0.7095485396955985   recall 0.7749014095670452
deviation 1/5   epoch 108/120   F1 0.748860540257104   accuracy 0.7836102719033232   precision 0.7423513986013985   recall 0.7582081017876525
deviation 1/5   epoch 109/120   F1 0.7461865488864328   accuracy 0.790785498489426   precision 0.7325997531879884   recall 0.776372745184891
deviation 1/5   epoch 110/120   F1 0.7525608288967067   accuracy 0.7892749244712991   precision 0.7437397161661867   recall 0.7668308471714045
deviation 1/5   epoch 111/120   F1 0.7411700082394946   accuracy 0.7775679758308157   precision 0.7344019950637598   recall 0.7512388267915884
deviation 1/5   epoch 112/120   F1 0.7484800706659982   accuracy 0.790785498489426   precision 0.7360242698477992   recall 0.7738758304669111
deviation 1/5   epoch 113/120   F1 0.7408291899933446   accuracy 0.7847432024169184   precision 0.7286456190867956   recall 0.7663372415135588
deviation 1/5   epoch 114/120   F1 0.7475139675255784   accuracy 0.7911631419939577   precision 0.7343094405594406   recall 0.7758953688224035
deviation 1/5   epoch 115/120   F1 0.7435034136304728   accuracy 0.7809667673716012   precision 0.7355203619909503   recall 0.7561830933923956
deviation 1/5   epoch 116/120   F1 0.747977624601701   accuracy 0.7888972809667674   precision 0.736607877416701   recall 0.7697181442315513
deviation 1/5   epoch 117/120   F1 0.7488793717326961   accuracy 0.7877643504531722   precision 0.7388986013986014   recall 0.7663719782251615
deviation 1/5   epoch 118/120   F1 0.7460195664684444   accuracy 0.7854984894259819   precision 0.7360602632661456   recall 0.7636599625549902
deviation 1/5   epoch 119/120   F1 0.7433210823876515   accuracy 0.7805891238670695   precision 0.7355229329494035   recall 0.755578548855415
deviation 1/5   epoch 120/120   F1 0.7443573611478035   accuracy 0.7764350453172205   precision 0.7409733648704238   recall 0.748463159568969

deviation 2/5   epoch 1/120   F1 0.4208333874303771   accuracy 0.6691842900302115   precision 0.5065533730974907   recall 0.6147216346370223
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deviation 2/5   epoch 2/120   F1 0.5067645797598628   accuracy 0.6850453172205438   precision 0.5446858288770053   recall 0.6597988378934981
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deviation 2/5   epoch 3/120   F1 0.5734753929622339   accuracy 0.7058157099697885   precision 0.5847824969148498   recall 0.6911668586914776
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deviation 2/5   epoch 4/120   F1 0.6179028949409651   accuracy 0.7224320241691843   precision 0.6163461538461539   recall 0.7086651796263955
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deviation 2/5   epoch 5/120   F1 0.6006053728382665   accuracy 0.7231873111782477   precision 0.6054967091731798   recall 0.7323401472438837
deviation 2/5   epoch 6/120   F1 0.601580809800805   accuracy 0.7262084592145015   precision 0.6069030234471411   recall 0.7454579129200258
deviation 2/5   epoch 7/120   F1 0.6436892482329426   accuracy 0.7401812688821753   precision 0.637343171534348   recall 0.7426517680724944
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deviation 2/5   epoch 8/120   F1 0.6736151687164041   accuracy 0.752643504531722   precision 0.6620860756890169   recall 0.7484299499061664
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deviation 2/5   epoch 9/120   F1 0.6914540444185916   accuracy 0.7594410876132931   precision 0.6783062525709584   recall 0.7488984590538994
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deviation 2/5   epoch 10/120   F1 0.695051464889647   accuracy 0.7624622356495468   precision 0.6814248251748252   recall 0.7539808795411089
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deviation 2/5   epoch 11/120   F1 0.6865332407348949   accuracy 0.7620845921450151   precision 0.6731514808720691   recall 0.7640515957029719
deviation 2/5   epoch 12/120   F1 0.696199908217495   accuracy 0.7658610271903323   precision 0.6819724393253805   recall 0.7636126629422719
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deviation 2/5   epoch 13/120   F1 0.6857408271055855   accuracy 0.763595166163142   precision 0.6722850678733032   recall 0.7710019209382266
deviation 2/5   epoch 14/120   F1 0.6938325355528816   accuracy 0.7654833836858006   precision 0.6796919991772933   recall 0.7656500764438092
deviation 2/5   epoch 15/120   F1 0.7034659829739895   accuracy 0.770392749244713   precision 0.6885052447552448   recall 0.7689741191144372
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deviation 2/5   epoch 16/120   F1 0.695331700847654   accuracy 0.7677492447129909   precision 0.6808180789798437   recall 0.7716618045959364
deviation 2/5   epoch 17/120   F1 0.7142741274379453   accuracy 0.7749244712990937   precision 0.6990333196215549   recall 0.76908585331943
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deviation 2/5   epoch 18/120   F1 0.7155360310521038   accuracy 0.7768126888217523   precision 0.6998765939942411   recall 0.7735656269490856
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deviation 2/5   epoch 19/120   F1 0.70250059326056   accuracy 0.7711480362537765   precision 0.6873585972850679   recall 0.77309554502938
deviation 2/5   epoch 20/120   F1 0.7036153764317883   accuracy 0.7711480362537765   precision 0.6885001028383382   recall 0.771407101397773
deviation 2/5   epoch 21/120   F1 0.707741273100616   accuracy 0.7726586102719033   precision 0.6924850884409708   recall 0.7706369288606131
deviation 2/5   epoch 22/120   F1 0.7078251622986493   accuracy 0.773036253776435   precision 0.6924825174825175   recall 0.7718205145194772
deviation 2/5   epoch 23/120   F1 0.7068528666656999   accuracy 0.7722809667673716   precision 0.6916315302344714   recall 0.7706187649027391
deviation 2/5   epoch 24/120   F1 0.7021377329252507   accuracy 0.7722809667673716   precision 0.6867801316330728   recall 0.7779013000922832
deviation 2/5   epoch 25/120   F1 0.712839041613333   accuracy 0.7753021148036254   precision 0.6973184903331963   recall 0.7723297805809481
deviation 2/5   epoch 26/120   F1 0.7124578950244935   accuracy 0.7719033232628398   precision 0.6979123817359112   recall 0.7619757422305713
deviation 2/5   epoch 27/120   F1 0.718170652076987   accuracy 0.7764350453172205   precision 0.7030183052241876   recall 0.7687344305141504
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deviation 2/5   epoch 28/120   F1 0.7132871614595648   accuracy 0.7760574018126888   precision 0.6975987248046072   recall 0.7742599810339614
deviation 2/5   epoch 29/120   F1 0.7169002395526417   accuracy 0.777190332326284   precision 0.7013009049773755   recall 0.7728885450103338
deviation 2/5   epoch 30/120   F1 0.7137675271612963   accuracy 0.7749244712990937   precision 0.6984625668449198   recall 0.7697732610154328
deviation 2/5   epoch 31/120   F1 0.7146717921835868   accuracy 0.7764350453172205   precision 0.6990230357877417   recall 0.7735329036635007
deviation 2/5   epoch 32/120   F1 0.7125047991725925   accuracy 0.7760574018126888   precision 0.6967425956396545   recall 0.7754245866606682
deviation 2/5   epoch 33/120   F1 0.7197792201673607   accuracy 0.7794561933534743   precision 0.7038538667215137   recall 0.7763494038470251
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deviation 2/5   epoch 34/120   F1 0.7141581792667238   accuracy 0.7764350453172205   precision 0.6984522830111065   recall 0.7742797447304461
deviation 2/5   epoch 35/120   F1 0.7213824257686183   accuracy 0.7790785498489426   precision 0.7058540723981901   recall 0.7728411941849718
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deviation 2/5   epoch 36/120   F1 0.7170036211195259   accuracy 0.7775679758308157   precision 0.7012983340189223   recall 0.7740016535216073
deviation 2/5   epoch 37/120   F1 0.7094843788786837   accuracy 0.775679758308157   precision 0.6936060263266146   recall 0.7787587360814973
deviation 2/5   epoch 38/120   F1 0.7131203462138713   accuracy 0.7764350453172205   precision 0.6973107774578363   recall 0.775822659248717
deviation 2/5   epoch 39/120   F1 0.7283512443942595   accuracy 0.7824773413897281   precision 0.7129653434800494   recall 0.7742127163726525
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deviation 2/5   epoch 40/120   F1 0.7292944692401127   accuracy 0.7832326283987915   precision 0.7138163307280954   recall 0.7753084417196598
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deviation 2/5   epoch 41/120   F1 0.7219446206610876   accuracy 0.7809667673716012   precision 0.7058412176059234   recall 0.7782898852971846
deviation 2/5   epoch 42/120   F1 0.7244787000904812   accuracy 0.7813444108761329   precision 0.7086924105306458   recall 0.7758886731611571
deviation 2/5   epoch 43/120   F1 0.7325254421226708   accuracy 0.7847432024169184   precision 0.717230563554093   recall 0.7756962231829676
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deviation 2/5   epoch 44/120   F1 0.7295774890136824   accuracy 0.7847432024169184   precision 0.7135206705059647   recall 0.7797573332255413
deviation 2/5   epoch 45/120   F1 0.7260246807134774   accuracy 0.7824773413897281   precision 0.7101115795968738   recall 0.7774072226012634
deviation 2/5   epoch 46/120   F1 0.7382974852979178   accuracy 0.7843655589123867   precision 0.725223673385438   recall 0.7678812647782602
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deviation 2/5   epoch 47/120   F1 0.7301400069784854   accuracy 0.7843655589123867   precision 0.7143793706293706   recall 0.7777354493653652
deviation 2/5   epoch 48/120   F1 0.7274459805978446   accuracy 0.7832326283987915   precision 0.711533319621555   recall 0.7778582645256066
deviation 2/5   epoch 49/120   F1 0.7302001481105957   accuracy 0.7832326283987915   precision 0.7149578362813657   recall 0.774114071582426
deviation 2/5   epoch 50/120   F1 0.7282828304272844   accuracy 0.7809667673716012   precision 0.7135463800904978   recall 0.769746007930554
deviation 2/5   epoch 51/120   F1 0.7349186959071028   accuracy 0.7858761329305136   precision 0.7197912381735911   recall 0.7760219455043116
deviation 2/5   epoch 52/120   F1 0.7340975637932491   accuracy 0.7866314199395771   precision 0.7183592143150968   recall 0.7794568009693285
deviation 2/5   epoch 53/120   F1 0.7285460917436399   accuracy 0.7817220543806647   precision 0.713541238173591   recall 0.7716583591716054
deviation 2/5   epoch 54/120   F1 0.7351343876763857   accuracy 0.7847432024169184   precision 0.7206550802139038   recall 0.772426303710922
deviation 2/5   epoch 55/120   F1 0.7236473183065253   accuracy 0.7802114803625377   precision 0.7081293706293706   recall 0.7733870286881785
deviation 2/5   epoch 56/120   F1 0.737690561507508   accuracy 0.7843655589123867   precision 0.7243675442204853   recall 0.7685133691320392
deviation 2/5   epoch 57/120   F1 0.7380328584684241   accuracy 0.7809667673716012   precision 0.7269590703414233   recall 0.7599102600339175
deviation 2/5   epoch 58/120   F1 0.7358710680880354   accuracy 0.7790785498489426   precision 0.7249742904154668   recall 0.7573995456841836
deviation 2/5   epoch 59/120   F1 0.7356778131838599   accuracy 0.7790785498489426   precision 0.7246889140271493   recall 0.7575487996699415
deviation 2/5   epoch 60/120   F1 0.7310633664195669   accuracy 0.7802114803625377   precision 0.7175467914438503   recall 0.7645041699488603
deviation 2/5   epoch 61/120   F1 0.7357430411327508   accuracy 0.7836102719033232   precision 0.7220896750308515   recall 0.76858880035321
deviation 2/5   epoch 62/120   F1 0.7338983154164   accuracy 0.7820996978851964   precision 0.7203877005347594   recall 0.7665304818470766
deviation 2/5   epoch 63/120   F1 0.7303325735460737   accuracy 0.7836102719033232   precision 0.7149552653229123   recall 0.7751004164723321
deviation 2/5   epoch 64/120   F1 0.7353437950091242   accuracy 0.7820996978851964   precision 0.7223853352529823   recall 0.7650467475860168
deviation 2/5   epoch 65/120   F1 0.7286289164965075   accuracy 0.7794561933534743   precision 0.7146981694775812   recall 0.7650717521100294
deviation 2/5   epoch 66/120   F1 0.7321938526681383   accuracy 0.7832326283987915   precision 0.7175262237762238   recall 0.7716110019646365
deviation 2/5   epoch 67/120   F1 0.7269809820245994   accuracy 0.783987915407855   precision 0.7106720485396956   recall 0.7810550324981564
deviation 2/5   epoch 68/120   F1 0.7281450320512821   accuracy 0.7832326283987915   precision 0.7123894487865077   recall 0.7768762065637065
deviation 2/5   epoch 69/120   F1 0.73360174852131   accuracy 0.7813444108761329   precision 0.720392842451666   recall 0.7648567524583921
deviation 2/5   epoch 70/120   F1 0.7267158998385875   accuracy 0.7817220543806647   precision 0.7112582270670506   recall 0.7740312145667978
deviation 2/5   epoch 71/120   F1 0.7312005619950825   accuracy 0.7817220543806647   precision 0.7169657548334019   recall 0.7684704460138703
deviation 2/5   epoch 72/120   F1 0.731129945369636   accuracy 0.777190332326284   precision 0.7192796174413822   recall 0.7569253663003663
deviation 2/5   epoch 73/120   F1 0.7366107560872587   accuracy 0.7794561933534743   precision 0.7258278486219663   recall 0.7576650044001173
deviation 2/5   epoch 74/120   F1 0.7288370237639038   accuracy 0.7832326283987915   precision 0.7132455779514604   recall 0.775925389966168
deviation 2/5   epoch 75/120   F1 0.7438740862466671   accuracy 0.7836102719033232   precision 0.7340754833401892   recall 0.7612182832140872
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deviation 2/5   epoch 76/120   F1 0.7368277540810404   accuracy 0.7790785498489426   precision 0.7264011723570547   recall 0.7566839152451346
deviation 2/5   epoch 77/120   F1 0.7341068889972102   accuracy 0.7820996978851964   precision 0.7206730769230769   recall 0.7663108946141645
deviation 2/5   epoch 78/120   F1 0.7345776810958843   accuracy 0.7817220543806647   precision 0.7215317770464829   recall 0.7648456422046548
deviation 2/5   epoch 79/120   F1 0.7347298646154812   accuracy 0.7805891238670695   precision 0.7223956190867955   recall 0.7618670472941218
deviation 2/5   epoch 80/120   F1 0.7387784615464075   accuracy 0.7836102719033232   precision 0.7263703208556149   recall 0.7654943172866504
deviation 2/5   epoch 81/120   F1 0.7332455175020287   accuracy 0.7809667673716012   precision 0.7201100370218018   recall 0.7642407407407408
deviation 2/5   epoch 82/120   F1 0.734374095124635   accuracy 0.7802114803625377   precision 0.7221128136569313   recall 0.7612744208552591
deviation 2/5   epoch 83/120   F1 0.7330570075645403   accuracy 0.7820996978851964   precision 0.7192461949814891   recall 0.7674349958251503
deviation 2/5   epoch 84/120   F1 0.7419182839030167   accuracy 0.7802114803625377   precision 0.7335278691896339   recall 0.7556515620602309
deviation 2/5   epoch 85/120   F1 0.7205564054620659   accuracy 0.7749244712990937   precision 0.7064531057178116   recall 0.7613997395833334
deviation 2/5   epoch 86/120   F1 0.7310633664195669   accuracy 0.7802114803625377   precision 0.7175467914438503   recall 0.7645041699488603
deviation 2/5   epoch 87/120   F1 0.7287342652254264   accuracy 0.7836102719033232   precision 0.7129576306046894   recall 0.7772695815030874
deviation 2/5   epoch 88/120   F1 0.7339092552025441   accuracy 0.7790785498489426   precision 0.7221205265322912   recall 0.7589872201575729
deviation 2/5   epoch 89/120   F1 0.7404829994760316   accuracy 0.7775679758308157   precision 0.7332604895104895   recall 0.7515486297823497
deviation 2/5   epoch 90/120   F1 0.745984931082867   accuracy 0.7832326283987915   precision 0.7377879473467709   recall 0.7590618426470299
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deviation 2/5   epoch 91/120   F1 0.7463248252244405   accuracy 0.7787009063444109   precision 0.7423848210612916   recall 0.7512451931148616
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deviation 2/5   epoch 92/120   F1 0.7412050669364816   accuracy 0.7805891238670695   precision 0.7320984162895927   recall 0.756823523973102
deviation 2/5   epoch 93/120   F1 0.736255653652943   accuracy 0.7790785498489426   precision 0.725545043192102   recall 0.7571072068883911
deviation 2/5   epoch 94/120   F1 0.7369369393973947   accuracy 0.7802114803625377   precision 0.7258227067050596   recall 0.7590887236408579
deviation 2/5   epoch 95/120   F1 0.7325917374182311   accuracy 0.779833836858006   precision 0.7198323735088441   recall 0.7620040370303696
deviation 2/5   epoch 96/120   F1 0.7361073143656776   accuracy 0.7824773413897281   precision 0.7232388934594818   recall 0.7652502634754319
deviation 2/5   epoch 97/120   F1 0.733411110817546   accuracy 0.779833836858006   precision 0.7209738790621143   recall 0.7612352827199471
deviation 2/5   epoch 98/120   F1 0.7387249070812567   accuracy 0.7775679758308157   precision 0.7304067256273139   recall 0.7524395319309853
deviation 2/5   epoch 99/120   F1 0.7374311197914687   accuracy 0.7783232628398792   precision 0.7278331962155491   recall 0.7546905929478543
deviation 2/5   epoch 100/120   F1 0.7397868238951719   accuracy 0.7832326283987915   precision 0.7280851501439737   recall 0.7636567077682974
deviation 2/5   epoch 101/120   F1 0.7442046586961277   accuracy 0.7813444108761329   precision 0.7363739201974496   recall 0.7565020006960763
deviation 2/5   epoch 102/120   F1 0.7373152827503207   accuracy 0.7707703927492447   precision 0.7335921431509667   recall 0.7419694069475191
deviation 2/5   epoch 103/120   F1 0.7397144483511626   accuracy 0.7813444108761329   precision 0.7292395104895104   recall 0.759436072423297
deviation 2/5   epoch 104/120   F1 0.7358046583950318   accuracy 0.779833836858006   precision 0.7243983957219251   recall 0.759149484823045
deviation 2/5   epoch 105/120   F1 0.7422753417053349   accuracy 0.7809667673716012   precision 0.7335227272727273   recall 0.7569018817014224
deviation 2/5   epoch 106/120   F1 0.7348787245655326   accuracy 0.7824773413897281   precision 0.7215266351295764   recall 0.7664982076746782
deviation 2/5   epoch 107/120   F1 0.7369946249123627   accuracy 0.7817220543806647   precision 0.7249562937062937   recall 0.7625484594980616
deviation 2/5   epoch 108/120   F1 0.7341389728096677   accuracy 0.7715256797583081   precision 0.7275940970793912   recall 0.7439419251502678
deviation 2/5   epoch 109/120   F1 0.7410314128897507   accuracy 0.779833836858006   precision 0.7323889345948169   recall 0.7554445162726127
deviation 2/5   epoch 110/120   F1 0.7369488291779047   accuracy 0.7737915407854985   precision 0.730432435211847   recall 0.7466117335171317
deviation 2/5   epoch 111/120   F1 0.7356870649396423   accuracy 0.7809667673716012   precision 0.7235345536816125   recall 0.7619107865818392
deviation 2/5   epoch 112/120   F1 0.7329323376306733   accuracy 0.7575528700906344   precision 0.7388189016865487   recall 0.7288835118912685
deviation 2/5   epoch 113/120   F1 0.7388769201676626   accuracy 0.7753021148036254   precision 0.7324197860962567   recall 0.748365501311514
deviation 2/5   epoch 114/120   F1 0.7397258395731501   accuracy 0.7753021148036254   precision 0.7338466680378445   recall 0.7480502825632981
deviation 2/5   epoch 115/120   F1 0.7343487529127926   accuracy 0.7843655589123867   precision 0.7198015220074043   recall 0.7722845079147196
deviation 2/5   epoch 116/120   F1 0.7360700830550561   accuracy 0.7749244712990937   precision 0.7281417112299465   recall 0.7489507585959242
deviation 2/5   epoch 117/120   F1 0.7387941919191919   accuracy 0.7809667673716012   precision 0.7281005758946935   recall 0.7593118686868687
deviation 2/5   epoch 118/120   F1 0.7361418121846715   accuracy 0.7779456193353474   precision 0.726123508844097   recall 0.7547745054588537
deviation 2/5   epoch 119/120   F1 0.7330027915834995   accuracy 0.779833836858006   precision 0.7204031262854793   recall 0.761614906263661
deviation 2/5   epoch 120/120   F1 0.7340702570921985   accuracy 0.7809667673716012   precision 0.7212515425750721   recall 0.7634256538348516

deviation 3/5   epoch 1/120   F1 0.426121818237723   accuracy 0.6699395770392749   precision 0.5085458658988071   recall 0.6214779081241092
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deviation 3/5   epoch 2/120   F1 0.5031622772778942   accuracy 0.6895770392749244   precision 0.5455111065405183   recall 0.6938394489887543
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deviation 3/5   epoch 3/120   F1 0.5346046993750762   accuracy 0.7043051359516617   precision 0.5653871863430686   recall 0.7428255332962566
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deviation 3/5   epoch 4/120   F1 0.643603557967463   accuracy 0.7314954682779456   precision 0.6365461744138214   recall 0.7136543519035334
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deviation 3/5   epoch 5/120   F1 0.6249222943883581   accuracy 0.7318731117824774   precision 0.622845536816125   recall 0.7353572818307645
deviation 3/5   epoch 6/120   F1 0.6511945053991396   accuracy 0.743202416918429   precision 0.6433155080213904   recall 0.7439775910364146
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deviation 3/5   epoch 7/120   F1 0.6744492752003397   accuracy 0.7507552870090635   precision 0.6629550596462361   recall 0.7412908334380222
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deviation 3/5   epoch 8/120   F1 0.6758546336642559   accuracy 0.7530211480362538   precision 0.6640811394487866   recall 0.7469203150873609
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deviation 3/5   epoch 9/120   F1 0.6679935417719512   accuracy 0.7537764350453172   precision 0.6572269642122583   recall 0.7604080172711131
deviation 3/5   epoch 10/120   F1 0.68904783178527   accuracy 0.7605740181268882   precision 0.6757301522007404   recall 0.7553544410198936
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deviation 3/5   epoch 11/120   F1 0.7061631793839712   accuracy 0.7681268882175226   precision 0.6919451871657754   recall 0.758114144263746
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deviation 3/5   epoch 12/120   F1 0.6942399076253498   accuracy 0.7643504531722054   precision 0.6802704648292883   recall 0.761147113594041
deviation 3/5   epoch 13/120   F1 0.7129284640190916   accuracy 0.7692598187311178   precision 0.6993572603866721   recall 0.7539165885545644
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deviation 3/5   epoch 14/120   F1 0.7243073261941188   accuracy 0.7779456193353474   precision 0.7098570547099958   recall 0.7657096354166666
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deviation 3/5   epoch 15/120   F1 0.7057993546494573   accuracy 0.7711480362537765   precision 0.6907831139448787   recall 0.768243927125506
deviation 3/5   epoch 16/120   F1 0.7214748802746905   accuracy 0.7749244712990937   precision 0.7075946112710818   recall 0.7604037667698658
deviation 3/5   epoch 17/120   F1 0.7125515626917376   accuracy 0.7741691842900302   precision 0.6973262032085562   recall 0.7689626896268963
deviation 3/5   epoch 18/120   F1 0.7174629519857736   accuracy 0.775679758308157   precision 0.702452694364459   recall 0.7672953092806252
deviation 3/5   epoch 19/120   F1 0.7138201649374835   accuracy 0.7741691842900302   precision 0.698753085150144   recall 0.7672689180219051
deviation 3/5   epoch 20/120   F1 0.724112930101254   accuracy 0.7794561933534743   precision 0.7089906417112299   recall 0.7704197895563252
deviation 3/5   epoch 21/120   F1 0.727963307147388   accuracy 0.7813444108761329   precision 0.7129730563554093   recall 0.7712587031890203
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deviation 3/5   epoch 22/120   F1 0.7171063532900188   accuracy 0.7779456193353474   precision 0.7012957630604689   recall 0.7751282591889803
deviation 3/5   epoch 23/120   F1 0.7188989904423764   accuracy 0.7764350453172205   precision 0.7038744343891402   recall 0.7677979838913935
deviation 3/5   epoch 24/120   F1 0.715697259143284   accuracy 0.7737915407854985   precision 0.7010386672151377   recall 0.7637375238940038
deviation 3/5   epoch 25/120   F1 0.7270827685913075   accuracy 0.7794561933534743   precision 0.7127005347593582   recall 0.7668085655314758
deviation 3/5   epoch 26/120   F1 0.7275631829538574   accuracy 0.7783232628398792   precision 0.7138497531879885   recall 0.7631466139396936
deviation 3/5   epoch 27/120   F1 0.7319189003232132   accuracy 0.7813444108761329   precision 0.7181098313451255   recall 0.7666274857058898
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deviation 3/5   epoch 28/120   F1 0.7311223327077279   accuracy 0.7820996978851964   precision 0.716677807486631   recall 0.7696291675164662
deviation 3/5   epoch 29/120   F1 0.7265384937637979   accuracy 0.779833836858006   precision 0.7118418346359523   recall 0.7685393176035218
deviation 3/5   epoch 30/120   F1 0.7290861912221136   accuracy 0.7813444108761329   precision 0.7143999382969971   recall 0.7698769836935636
deviation 3/5   epoch 31/120   F1 0.7344028853203433   accuracy 0.7828549848942599   precision 0.7206679350061703   recall 0.7680110257008743
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deviation 3/5   epoch 32/120   F1 0.7255215698566997   accuracy 0.7802114803625377   precision 0.7104123817359111   recall 0.7709255403316306
deviation 3/5   epoch 33/120   F1 0.7346309001532301   accuracy 0.7813444108761329   precision 0.7218197243932538   recall 0.7638326044062819
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deviation 3/5   epoch 34/120   F1 0.7354421509494875   accuracy 0.7828549848942599   precision 0.7220948169477581   recall 0.7669020976374255
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deviation 3/5   epoch 35/120   F1 0.7348432436368932   accuracy 0.783987915407855   precision 0.7206602221308104   recall 0.7706312669483508
deviation 3/5   epoch 36/120   F1 0.7215139692209407   accuracy 0.777190332326284   precision 0.7067230563554092   recall 0.7668279441435701
deviation 3/5   epoch 37/120   F1 0.728373478522093   accuracy 0.7805891238670695   precision 0.7138343274372686   recall 0.7685410372374559
deviation 3/5   epoch 38/120   F1 0.7291282957340297   accuracy 0.7820996978851964   precision 0.7141094199917729   recall 0.7720575084099189
deviation 3/5   epoch 39/120   F1 0.7332756816249919   accuracy 0.7832326283987915   precision 0.7189531057178116   recall 0.770325003253524
deviation 3/5   epoch 40/120   F1 0.7311223327077279   accuracy 0.7820996978851964   precision 0.716677807486631   recall 0.7696291675164662
deviation 3/5   epoch 41/120   F1 0.7317816455712474   accuracy 0.7768126888217523   precision 0.7204236939531057   recall 0.7555288560049773
deviation 3/5   epoch 42/120   F1 0.7289316834806515   accuracy 0.7779456193353474   precision 0.7158499588646647   recall 0.760765988638446
deviation 3/5   epoch 43/120   F1 0.7321938526681383   accuracy 0.7832326283987915   precision 0.7175262237762238   recall 0.7716110019646365
deviation 3/5   epoch 44/120   F1 0.7338983154164   accuracy 0.7820996978851964   precision 0.7203877005347594   recall 0.7665304818470766
deviation 3/5   epoch 45/120   F1 0.7342747262709947   accuracy 0.7809667673716012   precision 0.7215369189633896   recall 0.763227994073712
deviation 3/5   epoch 46/120   F1 0.7231681113687242   accuracy 0.7787009063444109   precision 0.7081396544631838   recall 0.7693186694743566
deviation 3/5   epoch 47/120   F1 0.7337094557484587   accuracy 0.7790785498489426   precision 0.7218351501439737   recall 0.7591578907848548
deviation 3/5   epoch 48/120   F1 0.7291736466970202   accuracy 0.7809667673716012   precision 0.714687885643768   recall 0.7686819286024551
deviation 3/5   epoch 49/120   F1 0.7255215698566997   accuracy 0.7802114803625377   precision 0.7104123817359111   recall 0.7709255403316306
deviation 3/5   epoch 50/120   F1 0.7302909672627509   accuracy 0.7828549848942599   precision 0.7152457836281365   recall 0.7728543016626865
deviation 3/5   epoch 51/120   F1 0.7295220361085248   accuracy 0.7832326283987915   precision 0.714101707116413   recall 0.7750049534376857
deviation 3/5   epoch 52/120   F1 0.7251647248097464   accuracy 0.7753021148036254   precision 0.7121580625257096   recall 0.7576754069259575
deviation 3/5   epoch 53/120   F1 0.7348598578861787   accuracy 0.7794561933534743   precision 0.7232594611271081   recall 0.7590639105258605
deviation 3/5   epoch 54/120   F1 0.7146717921835868   accuracy 0.7764350453172205   precision 0.6990230357877417   recall 0.7735329036635007
deviation 3/5   epoch 55/120   F1 0.7085062118042011   accuracy 0.7749244712990937   precision 0.6927550390785685   recall 0.7775334636342099
deviation 3/5   epoch 56/120   F1 0.7370233050847458   accuracy 0.7847432024169184   precision 0.7232234677087619   recall 0.7702471364541832
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deviation 3/5   epoch 57/120   F1 0.7264624077979831   accuracy 0.7783232628398792   precision 0.7124228712464007   recall 0.7643344170775697
deviation 3/5   epoch 58/120   F1 0.7254865433909403   accuracy 0.7768126888217523   precision 0.7118624023035788   recall 0.7612797495194499
deviation 3/5   epoch 59/120   F1 0.7373520858733615   accuracy 0.7866314199395771   precision 0.7226398601398601   recall 0.7751835724959424
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deviation 3/5   epoch 60/120   F1 0.7279707289614411   accuracy 0.7794561933534743   precision 0.7138420403126285   recall 0.7657991614684528
deviation 3/5   epoch 61/120   F1 0.7208977008671544   accuracy 0.7790785498489426   precision 0.7052833196215549   recall 0.7735069376947654
deviation 3/5   epoch 62/120   F1 0.7316144797448101   accuracy 0.7794561933534743   precision 0.7186934389140271   recall 0.761994301994302
deviation 3/5   epoch 63/120   F1 0.7420975563884524   accuracy 0.7809667673716012   precision 0.7332373508844097   recall 0.7570117287098419
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deviation 3/5   epoch 64/120   F1 0.7480958989980313   accuracy 0.7847432024169184   precision 0.7400606746194982   recall 0.7607083525289331
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deviation 3/5   epoch 65/120   F1 0.7438725981183077   accuracy 0.7820996978851964   precision 0.7352272727272727   recall 0.7581413310668073
deviation 3/5   epoch 66/120   F1 0.740196141163623   accuracy 0.7828549848942599   precision 0.7289438502673797   recall 0.7624260038973429
