epoch,acc,fmeasure,loss,val_acc,val_fmeasure,val_loss

0,0.619669858043,0.50281932786,0.989823457368,0.723853200401,0.691750228952,0.808579338253

1,0.801925706787,0.793809404864,0.541334750577,0.803669705303,0.798818742463,0.553116688078

2,0.857863360236,0.85457900985,0.394407595833,0.788073371857,0.78706337826,0.640768083821

3,0.89683631329,0.897287044051,0.285780651861,0.809174298146,0.811914842063,0.536748175774

4,0.928473176485,0.925000134929,0.209115300869,0.846788979452,0.845842742592,0.461815087347

5,0.954607977554,0.953144615886,0.143146430772,0.840366962853,0.843355808783,0.508074594269

6,0.966758364578,0.96779502422,0.0981566674071,0.856880711306,0.858123505881,0.471045282592

7,0.984640075028,0.984118795378,0.0592989559592,0.862385313992,0.866771191085,0.47447451539

8,0.991517652344,0.991614794114,0.0368043993769,0.859633010462,0.859613106338,0.569027088377

9,0.993810178407,0.99402396562,0.0241400472594,0.858715588347,0.86067087005,0.611156019083

10,0.996102704799,0.996100380463,0.0151694726377,0.853211003706,0.852836104708,0.634840984957

11,0.997248967571,0.997362430929,0.010117605247,0.859633024133,0.861900158432,0.598601415514

12,0.998165979291,0.998165975192,0.00798442867407,0.859633018664,0.860103882234,0.625832592983

13,0.998395231709,0.998395228293,0.00847898183346,0.867889894258,0.868130785063,0.643476828933

14,0.999082989646,0.999082987596,0.00515282823923,0.865137610414,0.867952060262,0.703852022221

15,0.997936726874,0.997936722091,0.00731065096341,0.866055041825,0.866351526265,0.698206129868

16,0.999082988962,0.999082987596,0.00535974139142,0.871559620997,0.87015479639,0.705745553752

17,0.999082990329,0.999082987596,0.00415669112393,0.874311922887,0.873653907295,0.735017035601

18,0.998853736545,0.998853734495,0.00392664610247,0.870642190133,0.871420565001,0.734169909867

19,0.999312242747,0.999312240697,0.00358909957405,0.873394480539,0.873172027802,0.785658106891

20,0.999082990329,0.999082987596,0.00402165241859,0.873394488195,0.874116115614,0.844353351161

21,0.99931224138,0.999312240697,0.00302170938843,0.867889891524,0.867218328178,0.861590983192

22,0.999082989646,0.999082987596,0.00397932419556,0.873394476164,0.873255428371,0.841302234372

23,0.999312242747,0.999312240697,0.00375478882202,0.87706421384,0.877646650196,0.834193611842

24,0.999312242063,0.999312240697,0.00224845878149,0.876146778054,0.876535942248,0.856732164826

25,0.999312242063,0.999312240697,0.0037510022896,0.875229347736,0.875496721596,0.90358011404

26,0.999541494481,0.999541493798,0.00322101919304,0.880733935111,0.880631955939,0.872760109074

27,0.99931224138,0.999312240697,0.00309897200626,0.877064215481,0.8769052056,0.90821618368

28,0.999541494481,0.999541493798,0.00224152608357,0.87339447343,0.873273960494,0.918833605638

29,0.999312242063,0.999312240697,0.00223357863758,0.878899063539,0.879306759856,0.953590623419

30,0.999541494481,0.999541493798,0.00308669145434,0.873394470696,0.873783654029,0.961807528357

31,0.999541494481,0.999541493798,0.00185458551391,0.87614677532,0.876916823037,0.955780892753

32,0.999541493798,0.999541493798,0.00196150546103,0.876146772586,0.876554471637,0.966868233517

33,0.999770746899,0.999770746899,0.0018285290704,0.875229349924,0.875025426576,0.978603267888

34,0.998853736545,0.998853734495,0.00543749087551,0.874311924528,0.874163597002,1.00090763491

35,0.999770746899,0.999770746899,0.00169528807331,0.881651369804,0.880585607039,0.979679739257

36,0.999541493798,0.999541493798,0.00193566443354,0.884403663491,0.884820623682,0.99405303242

37,0.999312242063,0.999312240697,0.00215233271249,0.877981648533,0.877471909064,1.05029013486

38,0.999541494481,0.999541493798,0.00185095130924,0.871559622638,0.87196732497,1.11574672705

39,0.999770747582,0.999770746899,0.00147734664203,0.865137615882,0.865137559558,1.15501797582

40,0.999541493798,0.999541493798,0.00186501406273,0.876146782429,0.876035519149,1.10155159372

41,0.999541495164,0.999541493798,0.00179247588556,0.876146782976,0.876016979917,1.08088170177

42,0.999541494481,0.999541493798,0.00223245018345,0.872477061158,0.873301765787,1.07472061735

43,0.999770746899,0.999770746899,0.00122609397683,0.865137614241,0.864998550043,1.1804315629

44,0.999541494481,0.999541493798,0.00228638606588,0.87339449421,0.873394440073,1.07371475389

45,0.999770747582,0.999770746899,0.00165779632065,0.855963288097,0.855963239429,1.25635201176

46,0.999541495164,0.999541493798,0.00244187681872,0.868807336606,0.869076007003,1.06044847265

47,0.999541493798,0.999541493798,0.00143328432941,0.872477063345,0.873124171288,1.06967289469

48,0.999770746899,0.999770746899,0.0020097015549,0.875229360314,0.87471035533,1.15710990911

49,0.999541494481,0.999541493798,0.00178484837067,0.868807337153,0.868974096731,1.10104593587

50,0.999770746899,0.999770746899,0.00141854132922,0.87339449421,0.872216023983,1.10961712719

51,0.999770747582,0.999770746899,0.00221512258054,0.867889901367,0.867361629775,1.12581433122

52,0.999770747582,0.999770746899,0.0017063772835,0.872477051315,0.87314422743,1.0983183124

53,0.999770747582,0.999770746899,0.00167932562011,0.871559623185,0.872727207088,1.09109736131

54,0.999770746899,0.999770746899,0.00204867569286,0.873394483273,0.873394421481,1.17397347243

55,0.999770747582,0.999770746899,0.00155099352805,0.870642197788,0.870113924009,1.15302590793

56,0.999770746899,0.999770746899,0.00133421260429,0.873394486007,0.873394435152,1.16203578596

57,0.999770747582,0.999770746899,0.00191701805476,0.872477057877,0.873681715322,1.1613986136

58,0.999770746899,0.999770746899,0.00172684762483,0.880733941673,0.880733879881,1.1490828332

59,0.999770747582,0.999770746899,0.00154807194663,0.877981647986,0.87747190633,1.17736400664

60,0.999770747582,0.999770746899,0.00167340197333,0.877064207278,0.877444102677,1.13381114845

61,0.999541495164,0.999541493798,0.00180760942421,0.876146779695,0.8756184999,1.17000069982

62,0.999770746899,0.999770746899,0.00148718877979,0.881651366523,0.881540109258,1.14331191448

63,0.999770747582,0.999770746899,0.00129334331247,0.878899073382,0.879677447704,1.15183872265

64,0.999312242747,0.999196455737,0.00454503356524,0.872477053502,0.872356537285,1.16389267646

65,0.999770747582,0.999770746899,0.00145260975309,0.874311913591,0.875071759071,1.15042843854

66,0.999770746899,0.999770746899,0.00189828906407,0.875229354845,0.875229298522,1.13600904556

67,0.999770746899,0.999770746899,0.00128181622727,0.878899070648,0.879306761497,1.13606255543

68,0.999541495164,0.999541493798,0.00279872136106,0.868807331685,0.868807280282,1.36668688223

69,0.999770747582,0.999770746899,0.00148844915611,0.874311924528,0.875473524452,1.16647324287

70,0.999770747582,0.999770746899,0.00168656124272,0.881651371991,0.882466811106,1.12842577649

71,0.999770747582,0.999770746899,0.00146038658729,0.882568802309,0.882874556091,1.1401139827

72,0.999770747582,0.999770746899,0.00137177199439,0.884403665678,0.883903192818,1.13475255284

73,0.999770747582,0.999770746899,0.00227036023129,0.878899083772,0.878899016512,1.19629518172

74,0.999770746899,0.999770746899,0.00152240407939,0.879816514636,0.880196394177,1.13105366554

75,0.999770747582,0.999770746899,0.00139454796168,0.880733944954,0.881567915645,1.12227601289

76,0.999770747582,0.999770746899,0.00204211953539,0.883486235907,0.882448276795,1.16222853657

77,0.999770747582,0.999770746899,0.00152081067471,0.884403663491,0.884310943818,1.15028730863

78,0.999770746899,0.999770746899,0.0018608290514,0.880733939486,0.881530849212,1.12410567764

79,0.999770746899,0.999770746899,0.00133039314089,0.877981648533,0.878389339928,1.13839112275

80,0.999770747582,0.999770746899,0.00199977419385,0.882568802309,0.882568754187,1.15887565821

81,0.999770747582,0.999770746899,0.00154630656937,0.884403668412,0.884403609355,1.11467132001

82,0.999770747582,0.999770746899,0.00131079978843,0.883486238095,0.882985767968,1.14597007226

83,0.999770746899,0.999770746899,0.00128601977126,0.881651371991,0.881577187175,1.13786914413

84,0.999770747582,0.999770746899,0.00209943692718,0.88715595171,0.887155903042,1.14506600924

85,0.999770747582,0.999770746899,0.00166381928746,0.882568802309,0.882059060652,1.11586847131

86,0.999770746899,0.999770746899,0.00119805559014,0.871559625372,0.871559577251,1.19115654475

87,0.999770747582,0.999770746899,0.0014007395934,0.877064218215,0.877064169547,1.18939899412

88,0.999541494481,0.999541493798,0.00179782670939,0.868807339887,0.868696079888,1.32526239249

89,0.999770746899,0.999770746899,0.00119957134659,0.874311921793,0.874701078332,1.1851615532

90,0.999770747582,0.999770746899,0.00205248009576,0.865137602211,0.864609338822,1.3192152247

91,0.999541495164,0.999541493798,0.00202679120542,0.876146776961,0.876554479293,1.13375971065

92,0.999770747582,0.999770746899,0.00151629895221,0.879816506434,0.879816457766,1.13192630831

93,0.999770747582,0.999770746899,0.00107372491924,0.869724759268,0.869205757019,1.253580233

94,0.999770747582,0.999770746899,0.0020019098539,0.877064210012,0.877842592537,1.15606752805

95,0.999770747582,0.999770746899,0.0017169227477,0.877981643064,0.87838934485,1.16988402987

96,0.999770747582,0.999770746899,0.00134199233904,0.877064212747,0.877064164079,1.15423074262

97,0.999770747582,0.999770746899,0.00105957900673,0.874311929996,0.874311867657,1.20378136384

98,0.999541493798,0.999541493798,0.00388518993288,0.879816509168,0.879816449563,1.20764859098

99,0.999770746899,0.999770746899,0.00153657953147,0.871559622638,0.871040628044,1.24932597416

100,0.999770747582,0.999770746899,0.00196267231112,0.876146779695,0.875099559443,1.21195274627