Datasets:
Upload results/stage_b/control_shuffled_labels/metrics.json with huggingface_hub
Browse files
results/stage_b/control_shuffled_labels/metrics.json
ADDED
|
@@ -0,0 +1,204 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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": 30,
|
| 13 |
+
"eval_auroc": 0.8170051246686535,
|
| 14 |
+
"eval_auprc": 0.10558616635571176,
|
| 15 |
+
"n_epochs_trained": 31,
|
| 16 |
+
"history": [
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0,
|
| 19 |
+
"train_loss": 0.017969,
|
| 20 |
+
"eval_auroc": 0.7222,
|
| 21 |
+
"eval_auprc": 0.0293
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 1,
|
| 25 |
+
"train_loss": 0.017463,
|
| 26 |
+
"eval_auroc": 0.7997,
|
| 27 |
+
"eval_auprc": 0.1252
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 2,
|
| 31 |
+
"train_loss": 0.016713,
|
| 32 |
+
"eval_auroc": 0.8141,
|
| 33 |
+
"eval_auprc": 0.1034
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 3,
|
| 37 |
+
"train_loss": 0.017065,
|
| 38 |
+
"eval_auroc": 0.8052,
|
| 39 |
+
"eval_auprc": 0.0959
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 4,
|
| 43 |
+
"train_loss": 0.016662,
|
| 44 |
+
"eval_auroc": 0.8027,
|
| 45 |
+
"eval_auprc": 0.0732
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 5,
|
| 49 |
+
"train_loss": 0.017233,
|
| 50 |
+
"eval_auroc": 0.8126,
|
| 51 |
+
"eval_auprc": 0.1103
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 6,
|
| 55 |
+
"train_loss": 0.016484,
|
| 56 |
+
"eval_auroc": 0.8044,
|
| 57 |
+
"eval_auprc": 0.1073
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 7,
|
| 61 |
+
"train_loss": 0.016979,
|
| 62 |
+
"eval_auroc": 0.7909,
|
| 63 |
+
"eval_auprc": 0.0765
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 8,
|
| 67 |
+
"train_loss": 0.017457,
|
| 68 |
+
"eval_auroc": 0.7884,
|
| 69 |
+
"eval_auprc": 0.0616
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 9,
|
| 73 |
+
"train_loss": 0.016655,
|
| 74 |
+
"eval_auroc": 0.8141,
|
| 75 |
+
"eval_auprc": 0.0938
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 10,
|
| 79 |
+
"train_loss": 0.016047,
|
| 80 |
+
"eval_auroc": 0.817,
|
| 81 |
+
"eval_auprc": 0.1056
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 11,
|
| 85 |
+
"train_loss": 0.01727,
|
| 86 |
+
"eval_auroc": 0.8158,
|
| 87 |
+
"eval_auprc": 0.0816
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 12,
|
| 91 |
+
"train_loss": 0.017173,
|
| 92 |
+
"eval_auroc": 0.798,
|
| 93 |
+
"eval_auprc": 0.0618
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 13,
|
| 97 |
+
"train_loss": 0.017075,
|
| 98 |
+
"eval_auroc": 0.8166,
|
| 99 |
+
"eval_auprc": 0.0837
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 14,
|
| 103 |
+
"train_loss": 0.016849,
|
| 104 |
+
"eval_auroc": 0.787,
|
| 105 |
+
"eval_auprc": 0.0755
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 15,
|
| 109 |
+
"train_loss": 0.016605,
|
| 110 |
+
"eval_auroc": 0.7857,
|
| 111 |
+
"eval_auprc": 0.0704
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 16,
|
| 115 |
+
"train_loss": 0.016987,
|
| 116 |
+
"eval_auroc": 0.7949,
|
| 117 |
+
"eval_auprc": 0.085
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 17,
|
| 121 |
+
"train_loss": 0.017178,
|
| 122 |
+
"eval_auroc": 0.7909,
|
| 123 |
+
"eval_auprc": 0.0604
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 18,
|
| 127 |
+
"train_loss": 0.017083,
|
| 128 |
+
"eval_auroc": 0.8099,
|
| 129 |
+
"eval_auprc": 0.1035
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 19,
|
| 133 |
+
"train_loss": 0.017058,
|
| 134 |
+
"eval_auroc": 0.813,
|
| 135 |
+
"eval_auprc": 0.0991
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 20,
|
| 139 |
+
"train_loss": 0.016755,
|
| 140 |
+
"eval_auroc": 0.7897,
|
| 141 |
+
"eval_auprc": 0.0907
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 21,
|
| 145 |
+
"train_loss": 0.017063,
|
| 146 |
+
"eval_auroc": 0.7989,
|
| 147 |
+
"eval_auprc": 0.1259
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 22,
|
| 151 |
+
"train_loss": 0.016718,
|
| 152 |
+
"eval_auroc": 0.8008,
|
| 153 |
+
"eval_auprc": 0.0951
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 23,
|
| 157 |
+
"train_loss": 0.016874,
|
| 158 |
+
"eval_auroc": 0.8118,
|
| 159 |
+
"eval_auprc": 0.1246
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 24,
|
| 163 |
+
"train_loss": 0.017442,
|
| 164 |
+
"eval_auroc": 0.802,
|
| 165 |
+
"eval_auprc": 0.097
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"epoch": 25,
|
| 169 |
+
"train_loss": 0.017107,
|
| 170 |
+
"eval_auroc": 0.803,
|
| 171 |
+
"eval_auprc": 0.0922
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 26,
|
| 175 |
+
"train_loss": 0.016799,
|
| 176 |
+
"eval_auroc": 0.7958,
|
| 177 |
+
"eval_auprc": 0.1071
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 27,
|
| 181 |
+
"train_loss": 0.016592,
|
| 182 |
+
"eval_auroc": 0.7941,
|
| 183 |
+
"eval_auprc": 0.0887
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 28,
|
| 187 |
+
"train_loss": 0.017463,
|
| 188 |
+
"eval_auroc": 0.755,
|
| 189 |
+
"eval_auprc": 0.0645
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 29,
|
| 193 |
+
"train_loss": 0.016669,
|
| 194 |
+
"eval_auroc": 0.7953,
|
| 195 |
+
"eval_auprc": 0.1278
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 30,
|
| 199 |
+
"train_loss": 0.016832,
|
| 200 |
+
"eval_auroc": 0.7914,
|
| 201 |
+
"eval_auprc": 0.112
|
| 202 |
+
}
|
| 203 |
+
]
|
| 204 |
+
}
|