Datasets:
Upload results/stage_b/geneformer/metrics.json with huggingface_hub
Browse files
results/stage_b/geneformer/metrics.json
ADDED
|
@@ -0,0 +1,468 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"held_out_regulators": [
|
| 3 |
+
"CDK12",
|
| 4 |
+
"STK40",
|
| 5 |
+
"LSM6",
|
| 6 |
+
"CSF1R",
|
| 7 |
+
"AURKB",
|
| 8 |
+
"CDK8",
|
| 9 |
+
"NDUFV2",
|
| 10 |
+
"PKM"
|
| 11 |
+
],
|
| 12 |
+
"best_epoch": 74,
|
| 13 |
+
"eval_auroc": 0.8617595650191031,
|
| 14 |
+
"eval_auprc": 0.13130555416249265,
|
| 15 |
+
"n_epochs_trained": 75,
|
| 16 |
+
"history": [
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0,
|
| 19 |
+
"train_loss": 0.018064,
|
| 20 |
+
"eval_auroc": 0.8374,
|
| 21 |
+
"eval_auprc": 0.1452
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1,
|
| 25 |
+
"train_loss": 0.01858,
|
| 26 |
+
"eval_auroc": 0.8371,
|
| 27 |
+
"eval_auprc": 0.1429
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 2,
|
| 31 |
+
"train_loss": 0.017635,
|
| 32 |
+
"eval_auroc": 0.8289,
|
| 33 |
+
"eval_auprc": 0.1233
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 3,
|
| 37 |
+
"train_loss": 0.018147,
|
| 38 |
+
"eval_auroc": 0.8233,
|
| 39 |
+
"eval_auprc": 0.1237
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 4,
|
| 43 |
+
"train_loss": 0.018215,
|
| 44 |
+
"eval_auroc": 0.8382,
|
| 45 |
+
"eval_auprc": 0.1264
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 5,
|
| 49 |
+
"train_loss": 0.018573,
|
| 50 |
+
"eval_auroc": 0.8376,
|
| 51 |
+
"eval_auprc": 0.1201
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 6,
|
| 55 |
+
"train_loss": 0.017566,
|
| 56 |
+
"eval_auroc": 0.8422,
|
| 57 |
+
"eval_auprc": 0.137
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 7,
|
| 61 |
+
"train_loss": 0.018343,
|
| 62 |
+
"eval_auroc": 0.8397,
|
| 63 |
+
"eval_auprc": 0.1254
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 8,
|
| 67 |
+
"train_loss": 0.01787,
|
| 68 |
+
"eval_auroc": 0.837,
|
| 69 |
+
"eval_auprc": 0.1398
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 9,
|
| 73 |
+
"train_loss": 0.01785,
|
| 74 |
+
"eval_auroc": 0.8318,
|
| 75 |
+
"eval_auprc": 0.0894
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 10,
|
| 79 |
+
"train_loss": 0.018685,
|
| 80 |
+
"eval_auroc": 0.8447,
|
| 81 |
+
"eval_auprc": 0.119
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 11,
|
| 85 |
+
"train_loss": 0.017813,
|
| 86 |
+
"eval_auroc": 0.8411,
|
| 87 |
+
"eval_auprc": 0.1098
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 12,
|
| 91 |
+
"train_loss": 0.018003,
|
| 92 |
+
"eval_auroc": 0.8364,
|
| 93 |
+
"eval_auprc": 0.1344
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 13,
|
| 97 |
+
"train_loss": 0.018376,
|
| 98 |
+
"eval_auroc": 0.8365,
|
| 99 |
+
"eval_auprc": 0.0643
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 14,
|
| 103 |
+
"train_loss": 0.018078,
|
| 104 |
+
"eval_auroc": 0.8494,
|
| 105 |
+
"eval_auprc": 0.1328
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"train_loss": 0.018829,
|
| 110 |
+
"eval_auroc": 0.8357,
|
| 111 |
+
"eval_auprc": 0.0894
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 16,
|
| 115 |
+
"train_loss": 0.018175,
|
| 116 |
+
"eval_auroc": 0.838,
|
| 117 |
+
"eval_auprc": 0.1051
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 17,
|
| 121 |
+
"train_loss": 0.018768,
|
| 122 |
+
"eval_auroc": 0.8326,
|
| 123 |
+
"eval_auprc": 0.1157
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 18,
|
| 127 |
+
"train_loss": 0.018153,
|
| 128 |
+
"eval_auroc": 0.8378,
|
| 129 |
+
"eval_auprc": 0.1335
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 19,
|
| 133 |
+
"train_loss": 0.01785,
|
| 134 |
+
"eval_auroc": 0.8386,
|
| 135 |
+
"eval_auprc": 0.0851
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 20,
|
| 139 |
+
"train_loss": 0.018854,
|
| 140 |
+
"eval_auroc": 0.8371,
|
| 141 |
+
"eval_auprc": 0.0776
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 21,
|
| 145 |
+
"train_loss": 0.018149,
|
| 146 |
+
"eval_auroc": 0.8241,
|
| 147 |
+
"eval_auprc": 0.0919
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 22,
|
| 151 |
+
"train_loss": 0.018464,
|
| 152 |
+
"eval_auroc": 0.8461,
|
| 153 |
+
"eval_auprc": 0.0988
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 23,
|
| 157 |
+
"train_loss": 0.017934,
|
| 158 |
+
"eval_auroc": 0.8371,
|
| 159 |
+
"eval_auprc": 0.1141
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 24,
|
| 163 |
+
"train_loss": 0.018912,
|
| 164 |
+
"eval_auroc": 0.8475,
|
| 165 |
+
"eval_auprc": 0.1204
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"epoch": 25,
|
| 169 |
+
"train_loss": 0.018364,
|
| 170 |
+
"eval_auroc": 0.8511,
|
| 171 |
+
"eval_auprc": 0.1127
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 26,
|
| 175 |
+
"train_loss": 0.017997,
|
| 176 |
+
"eval_auroc": 0.8421,
|
| 177 |
+
"eval_auprc": 0.1072
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 27,
|
| 181 |
+
"train_loss": 0.018796,
|
| 182 |
+
"eval_auroc": 0.8468,
|
| 183 |
+
"eval_auprc": 0.0854
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 28,
|
| 187 |
+
"train_loss": 0.018608,
|
| 188 |
+
"eval_auroc": 0.855,
|
| 189 |
+
"eval_auprc": 0.1072
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 29,
|
| 193 |
+
"train_loss": 0.018431,
|
| 194 |
+
"eval_auroc": 0.8474,
|
| 195 |
+
"eval_auprc": 0.1376
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 30,
|
| 199 |
+
"train_loss": 0.017492,
|
| 200 |
+
"eval_auroc": 0.8503,
|
| 201 |
+
"eval_auprc": 0.0849
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 31,
|
| 205 |
+
"train_loss": 0.018912,
|
| 206 |
+
"eval_auroc": 0.8477,
|
| 207 |
+
"eval_auprc": 0.1365
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 32,
|
| 211 |
+
"train_loss": 0.017839,
|
| 212 |
+
"eval_auroc": 0.8498,
|
| 213 |
+
"eval_auprc": 0.1173
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 33,
|
| 217 |
+
"train_loss": 0.018445,
|
| 218 |
+
"eval_auroc": 0.8427,
|
| 219 |
+
"eval_auprc": 0.0761
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 34,
|
| 223 |
+
"train_loss": 0.018491,
|
| 224 |
+
"eval_auroc": 0.8594,
|
| 225 |
+
"eval_auprc": 0.1114
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 35,
|
| 229 |
+
"train_loss": 0.018486,
|
| 230 |
+
"eval_auroc": 0.8385,
|
| 231 |
+
"eval_auprc": 0.0759
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 36,
|
| 235 |
+
"train_loss": 0.018856,
|
| 236 |
+
"eval_auroc": 0.8252,
|
| 237 |
+
"eval_auprc": 0.0732
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 37,
|
| 241 |
+
"train_loss": 0.018034,
|
| 242 |
+
"eval_auroc": 0.8346,
|
| 243 |
+
"eval_auprc": 0.0649
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 38,
|
| 247 |
+
"train_loss": 0.018532,
|
| 248 |
+
"eval_auroc": 0.8309,
|
| 249 |
+
"eval_auprc": 0.0725
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 39,
|
| 253 |
+
"train_loss": 0.018308,
|
| 254 |
+
"eval_auroc": 0.8438,
|
| 255 |
+
"eval_auprc": 0.0795
|
| 256 |
+
},
|
| 257 |
+
{
|
| 258 |
+
"epoch": 40,
|
| 259 |
+
"train_loss": 0.018448,
|
| 260 |
+
"eval_auroc": 0.8314,
|
| 261 |
+
"eval_auprc": 0.0688
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 41,
|
| 265 |
+
"train_loss": 0.018567,
|
| 266 |
+
"eval_auroc": 0.8413,
|
| 267 |
+
"eval_auprc": 0.1059
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 42,
|
| 271 |
+
"train_loss": 0.018534,
|
| 272 |
+
"eval_auroc": 0.8331,
|
| 273 |
+
"eval_auprc": 0.0756
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 43,
|
| 277 |
+
"train_loss": 0.018129,
|
| 278 |
+
"eval_auroc": 0.8534,
|
| 279 |
+
"eval_auprc": 0.1123
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 44,
|
| 283 |
+
"train_loss": 0.018963,
|
| 284 |
+
"eval_auroc": 0.8377,
|
| 285 |
+
"eval_auprc": 0.088
|
| 286 |
+
},
|
| 287 |
+
{
|
| 288 |
+
"epoch": 45,
|
| 289 |
+
"train_loss": 0.01793,
|
| 290 |
+
"eval_auroc": 0.8482,
|
| 291 |
+
"eval_auprc": 0.0989
|
| 292 |
+
},
|
| 293 |
+
{
|
| 294 |
+
"epoch": 46,
|
| 295 |
+
"train_loss": 0.018644,
|
| 296 |
+
"eval_auroc": 0.8418,
|
| 297 |
+
"eval_auprc": 0.0719
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"epoch": 47,
|
| 301 |
+
"train_loss": 0.018229,
|
| 302 |
+
"eval_auroc": 0.8287,
|
| 303 |
+
"eval_auprc": 0.0637
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 48,
|
| 307 |
+
"train_loss": 0.017803,
|
| 308 |
+
"eval_auroc": 0.841,
|
| 309 |
+
"eval_auprc": 0.0999
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 49,
|
| 313 |
+
"train_loss": 0.018455,
|
| 314 |
+
"eval_auroc": 0.8348,
|
| 315 |
+
"eval_auprc": 0.0885
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 50,
|
| 319 |
+
"train_loss": 0.017432,
|
| 320 |
+
"eval_auroc": 0.8242,
|
| 321 |
+
"eval_auprc": 0.059
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 51,
|
| 325 |
+
"train_loss": 0.018476,
|
| 326 |
+
"eval_auroc": 0.8414,
|
| 327 |
+
"eval_auprc": 0.0805
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"epoch": 52,
|
| 331 |
+
"train_loss": 0.018892,
|
| 332 |
+
"eval_auroc": 0.8478,
|
| 333 |
+
"eval_auprc": 0.0913
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 53,
|
| 337 |
+
"train_loss": 0.018223,
|
| 338 |
+
"eval_auroc": 0.8527,
|
| 339 |
+
"eval_auprc": 0.1195
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 54,
|
| 343 |
+
"train_loss": 0.018494,
|
| 344 |
+
"eval_auroc": 0.8618,
|
| 345 |
+
"eval_auprc": 0.1313
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"epoch": 55,
|
| 349 |
+
"train_loss": 0.018401,
|
| 350 |
+
"eval_auroc": 0.8482,
|
| 351 |
+
"eval_auprc": 0.0833
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 56,
|
| 355 |
+
"train_loss": 0.018005,
|
| 356 |
+
"eval_auroc": 0.8383,
|
| 357 |
+
"eval_auprc": 0.0916
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 57,
|
| 361 |
+
"train_loss": 0.018187,
|
| 362 |
+
"eval_auroc": 0.841,
|
| 363 |
+
"eval_auprc": 0.0804
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 58,
|
| 367 |
+
"train_loss": 0.018117,
|
| 368 |
+
"eval_auroc": 0.8373,
|
| 369 |
+
"eval_auprc": 0.0777
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 59,
|
| 373 |
+
"train_loss": 0.018023,
|
| 374 |
+
"eval_auroc": 0.8365,
|
| 375 |
+
"eval_auprc": 0.0637
|
| 376 |
+
},
|
| 377 |
+
{
|
| 378 |
+
"epoch": 60,
|
| 379 |
+
"train_loss": 0.01864,
|
| 380 |
+
"eval_auroc": 0.8396,
|
| 381 |
+
"eval_auprc": 0.0722
|
| 382 |
+
},
|
| 383 |
+
{
|
| 384 |
+
"epoch": 61,
|
| 385 |
+
"train_loss": 0.018337,
|
| 386 |
+
"eval_auroc": 0.8483,
|
| 387 |
+
"eval_auprc": 0.1053
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 62,
|
| 391 |
+
"train_loss": 0.01879,
|
| 392 |
+
"eval_auroc": 0.8477,
|
| 393 |
+
"eval_auprc": 0.1023
|
| 394 |
+
},
|
| 395 |
+
{
|
| 396 |
+
"epoch": 63,
|
| 397 |
+
"train_loss": 0.018927,
|
| 398 |
+
"eval_auroc": 0.8447,
|
| 399 |
+
"eval_auprc": 0.0865
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 64,
|
| 403 |
+
"train_loss": 0.018486,
|
| 404 |
+
"eval_auroc": 0.8577,
|
| 405 |
+
"eval_auprc": 0.1089
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 65,
|
| 409 |
+
"train_loss": 0.017964,
|
| 410 |
+
"eval_auroc": 0.844,
|
| 411 |
+
"eval_auprc": 0.0924
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"epoch": 66,
|
| 415 |
+
"train_loss": 0.018749,
|
| 416 |
+
"eval_auroc": 0.8445,
|
| 417 |
+
"eval_auprc": 0.0904
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 67,
|
| 421 |
+
"train_loss": 0.018312,
|
| 422 |
+
"eval_auroc": 0.845,
|
| 423 |
+
"eval_auprc": 0.0814
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 68,
|
| 427 |
+
"train_loss": 0.018565,
|
| 428 |
+
"eval_auroc": 0.8489,
|
| 429 |
+
"eval_auprc": 0.0885
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 69,
|
| 433 |
+
"train_loss": 0.018491,
|
| 434 |
+
"eval_auroc": 0.8393,
|
| 435 |
+
"eval_auprc": 0.0878
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 70,
|
| 439 |
+
"train_loss": 0.018468,
|
| 440 |
+
"eval_auroc": 0.832,
|
| 441 |
+
"eval_auprc": 0.0742
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 71,
|
| 445 |
+
"train_loss": 0.018827,
|
| 446 |
+
"eval_auroc": 0.8359,
|
| 447 |
+
"eval_auprc": 0.074
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 72,
|
| 451 |
+
"train_loss": 0.018221,
|
| 452 |
+
"eval_auroc": 0.8529,
|
| 453 |
+
"eval_auprc": 0.1254
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"epoch": 73,
|
| 457 |
+
"train_loss": 0.017783,
|
| 458 |
+
"eval_auroc": 0.8356,
|
| 459 |
+
"eval_auprc": 0.0643
|
| 460 |
+
},
|
| 461 |
+
{
|
| 462 |
+
"epoch": 74,
|
| 463 |
+
"train_loss": 0.018542,
|
| 464 |
+
"eval_auroc": 0.852,
|
| 465 |
+
"eval_auprc": 0.0936
|
| 466 |
+
}
|
| 467 |
+
]
|
| 468 |
+
}
|