File size: 4,762 Bytes
f1b040e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 |
[
{
"epoch": 0,
"precision": 0.9261191518007404,
"recall": 0.8996239986921694,
"f1": 0.9126793266440002,
"accuracy": 0.9823247189026902,
"training_time": 161.02711510658264
},
{
"epoch": 1,
"precision": 0.9400875126220128,
"recall": 0.9112561174551387,
"f1": 0.9254473161033798,
"accuracy": 0.9845175722611409,
"training_time": 160.7772912979126
},
{
"epoch": 2,
"precision": 0.9511948838774823,
"recall": 0.925495333224169,
"f1": 0.9381691426674412,
"accuracy": 0.986916465532466,
"training_time": 164.06886172294617
},
{
"epoch": 3,
"precision": 0.9476607202961965,
"recall": 0.9276771004942339,
"f1": 0.9375624375624376,
"accuracy": 0.9856802260552187,
"training_time": 162.21753454208374
},
{
"epoch": 4,
"precision": 0.9441265567149109,
"recall": 0.9291156011924478,
"f1": 0.9365609348914858,
"accuracy": 0.984650026490846,
"training_time": 160.78087520599365
},
{
"epoch": 5,
"precision": 0.9513631773813531,
"recall": 0.9271773003116287,
"f1": 0.9391145443973753,
"accuracy": 0.9862394772473068,
"training_time": 160.62362384796143
},
{
"epoch": 6,
"precision": 0.9485021878155503,
"recall": 0.9320324127666612,
"f1": 0.9401951789140045,
"accuracy": 0.9860187201977983,
"training_time": 161.10603785514832
},
{
"epoch": 7,
"precision": 0.9485021878155503,
"recall": 0.9331125827814569,
"f1": 0.9407444500083458,
"accuracy": 0.9857979631482898,
"training_time": 160.56046390533447
},
{
"epoch": 8,
"precision": 0.9481656008078089,
"recall": 0.9312396694214876,
"f1": 0.9396264176117413,
"accuracy": 0.9852828633661035,
"training_time": 160.6706566810608
},
{
"epoch": 9,
"precision": 0.946650959272972,
"recall": 0.9276055408970977,
"f1": 0.9370314842578711,
"accuracy": 0.9853417319126391,
"training_time": 160.70884656906128
},
{
"epoch": 10,
"precision": 0.9488387748232918,
"recall": 0.93082384018491,
"f1": 0.939744978748229,
"accuracy": 0.9853711661859069,
"training_time": 160.84475755691528
},
{
"epoch": 11,
"precision": 0.9501851228542578,
"recall": 0.9315294505857119,
"f1": 0.9407648087978006,
"accuracy": 0.9861070230176017,
"training_time": 160.96850633621216
},
{
"epoch": 12,
"precision": 0.9516997643890945,
"recall": 0.9314775160599572,
"f1": 0.9414800632647964,
"accuracy": 0.9859304173779949,
"training_time": 163.6109058856964
},
{
"epoch": 13,
"precision": 0.9506900033658701,
"recall": 0.9335647000495786,
"f1": 0.9420495288918536,
"accuracy": 0.9858273974215577,
"training_time": 162.52914595603943
},
{
"epoch": 14,
"precision": 0.9503534163581285,
"recall": 0.9340059543499835,
"f1": 0.9421087754421087,
"accuracy": 0.9854594690057102,
"training_time": 160.59692883491516
},
{
"epoch": 15,
"precision": 0.9488387748232918,
"recall": 0.9354571096731376,
"f1": 0.9421004261007604,
"accuracy": 0.9859009831047272,
"training_time": 160.62395358085632
},
{
"epoch": 16,
"precision": 0.9498485358465163,
"recall": 0.9353662578720583,
"f1": 0.9425517702070807,
"accuracy": 0.9859304173779949,
"training_time": 159.62248516082764
},
{
"epoch": 17,
"precision": 0.9508582968697409,
"recall": 0.9379150066401063,
"f1": 0.9443423031923786,
"accuracy": 0.9860481544710661,
"training_time": 159.13109731674194
},
{
"epoch": 18,
"precision": 0.9523729384045776,
"recall": 0.9400332225913621,
"f1": 0.9461628490219027,
"accuracy": 0.9862689115205746,
"training_time": 159.0897569656372
},
{
"epoch": 19,
"precision": 0.9516997643890945,
"recall": 0.9387450199203188,
"f1": 0.9451780043456459,
"accuracy": 0.9862247601106728,
"training_time": 159.39315795898438
}
] |