Spaces:
Running
Running
Publish reference scores without the internals behind them
Browse files- data/reference_entries.json +20 -94
data/reference_entries.json
CHANGED
|
@@ -1,302 +1,233 @@
|
|
| 1 |
{
|
| 2 |
"method": "PharmaOS (재학습)",
|
| 3 |
"method_en": "PharmaOS (retrained)",
|
|
|
|
| 4 |
"entries": [
|
| 5 |
{
|
| 6 |
"board": "ABL1",
|
| 7 |
-
"n_train": 1952,
|
| 8 |
"n_test": 199,
|
| 9 |
"mae": 1.0225884766675557,
|
| 10 |
-
"tabpfn_reg": true,
|
| 11 |
"auroc": 0.5425824175824175,
|
| 12 |
"prauc": 0.39926475852782806,
|
| 13 |
-
"tabpfn_cls": true,
|
| 14 |
"exact_hits": 0,
|
| 15 |
"exact_rate": 0.0,
|
| 16 |
"leak": "clean",
|
| 17 |
"baseline_best_mae": 0.7779393745231502,
|
| 18 |
"baseline_best_auroc": 0.8191808191808192,
|
| 19 |
-
"noise_floor": 0.4588912458471183
|
| 20 |
-
"secs": 70.0
|
| 21 |
},
|
| 22 |
{
|
| 23 |
"board": "AChE",
|
| 24 |
-
"n_train": 5357,
|
| 25 |
"n_test": 904,
|
| 26 |
"mae": 0.8442791152929728,
|
| 27 |
-
"tabpfn_reg": true,
|
| 28 |
"auroc": 0.7343206807340933,
|
| 29 |
"prauc": 0.6809792654292656,
|
| 30 |
-
"tabpfn_cls": true,
|
| 31 |
"exact_hits": 7,
|
| 32 |
"exact_rate": 0.007743362831858407,
|
| 33 |
"leak": "clean",
|
| 34 |
"baseline_best_mae": 0.8050872164791483,
|
| 35 |
"baseline_best_auroc": 0.7328022677661897,
|
| 36 |
-
"noise_floor": 0.46187469497191214
|
| 37 |
-
"secs": 83.3
|
| 38 |
},
|
| 39 |
{
|
| 40 |
"board": "ALK",
|
| 41 |
-
"n_train": 2020,
|
| 42 |
"n_test": 153,
|
| 43 |
"mae": 0.7807908480743736,
|
| 44 |
-
"tabpfn_reg": true,
|
| 45 |
"auroc": 0.878763440860215,
|
| 46 |
"prauc": 0.9329935752080366,
|
| 47 |
-
"tabpfn_cls": true,
|
| 48 |
"exact_hits": 1,
|
| 49 |
"exact_rate": 0.006535947712418301,
|
| 50 |
"leak": "clean",
|
| 51 |
"baseline_best_mae": 0.8582590736344116,
|
| 52 |
"baseline_best_auroc": 0.814247311827957,
|
| 53 |
-
"noise_floor": 0.742835624347912
|
| 54 |
-
"secs": 46.0
|
| 55 |
},
|
| 56 |
{
|
| 57 |
"board": "BRAF",
|
| 58 |
-
"n_train": 5201,
|
| 59 |
"n_test": 183,
|
| 60 |
"mae": 0.7975919419264598,
|
| 61 |
-
"tabpfn_reg": true,
|
| 62 |
"auroc": 0.801650269755633,
|
| 63 |
"prauc": 0.8789148071354913,
|
| 64 |
-
"tabpfn_cls": true,
|
| 65 |
"exact_hits": 2,
|
| 66 |
"exact_rate": 0.01092896174863388,
|
| 67 |
"leak": "clean",
|
| 68 |
"baseline_best_mae": 0.8570106284643041,
|
| 69 |
"baseline_best_auroc": 0.7719771501110758,
|
| 70 |
-
"noise_floor": 0.3133348834362967
|
| 71 |
-
"secs": 84.0
|
| 72 |
},
|
| 73 |
{
|
| 74 |
"board": "CDK2",
|
| 75 |
-
"n_train": 1794,
|
| 76 |
"n_test": 321,
|
| 77 |
"mae": 0.7934575185428231,
|
| 78 |
-
"tabpfn_reg": true,
|
| 79 |
"auroc": 0.6108409470478435,
|
| 80 |
"prauc": 0.40142716185283467,
|
| 81 |
-
"tabpfn_cls": true,
|
| 82 |
"exact_hits": 2,
|
| 83 |
"exact_rate": 0.006230529595015576,
|
| 84 |
"leak": "clean",
|
| 85 |
"baseline_best_mae": 0.8165537848180889,
|
| 86 |
"baseline_best_auroc": 0.6097111700559977,
|
| 87 |
-
"noise_floor": 0.29309743262056304
|
| 88 |
-
"secs": 89.8
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"board": "COX2",
|
| 92 |
-
"n_train": 4024,
|
| 93 |
"n_test": 491,
|
| 94 |
"mae": 0.978391315623745,
|
| 95 |
-
"tabpfn_reg": true,
|
| 96 |
"auroc": 0.570387886647088,
|
| 97 |
"prauc": 0.7375222888571707,
|
| 98 |
-
"tabpfn_cls": true,
|
| 99 |
"exact_hits": 3,
|
| 100 |
"exact_rate": 0.006109979633401222,
|
| 101 |
"leak": "clean",
|
| 102 |
"baseline_best_mae": 0.9269477494249706,
|
| 103 |
"baseline_best_auroc": 0.6051336816812234,
|
| 104 |
-
"noise_floor": 0.7671300598249152
|
| 105 |
-
"secs": 62.4
|
| 106 |
},
|
| 107 |
{
|
| 108 |
"board": "CYP2C9",
|
| 109 |
-
"n_train": 2435,
|
| 110 |
"n_test": 371,
|
| 111 |
"mae": 0.48261192303231587,
|
| 112 |
-
"tabpfn_reg": true,
|
| 113 |
"auroc": 0.6377483443708609,
|
| 114 |
"prauc": 0.7373126205902567,
|
| 115 |
-
"tabpfn_cls": true,
|
| 116 |
"exact_hits": 5,
|
| 117 |
"exact_rate": 0.013477088948787063,
|
| 118 |
"leak": "clean",
|
| 119 |
"baseline_best_mae": 0.4743088526790385,
|
| 120 |
"baseline_best_auroc": 0.5966586393738711,
|
| 121 |
-
"noise_floor": 0.3504820192518295
|
| 122 |
-
"secs": 49.1
|
| 123 |
},
|
| 124 |
{
|
| 125 |
"board": "CYP2D6",
|
| 126 |
-
"n_train": 2676,
|
| 127 |
"n_test": 268,
|
| 128 |
"mae": 0.6066116802160365,
|
| 129 |
-
"tabpfn_reg": true,
|
| 130 |
"auroc": 0.527542372881356,
|
| 131 |
"prauc": 0.4607589892244653,
|
| 132 |
-
"tabpfn_cls": true,
|
| 133 |
"exact_hits": 4,
|
| 134 |
"exact_rate": 0.014925373134328358,
|
| 135 |
"leak": "clean",
|
| 136 |
"baseline_best_mae": 0.596600795371179,
|
| 137 |
"baseline_best_auroc": 0.570225988700565,
|
| 138 |
-
"noise_floor": 0.65903687863192
|
| 139 |
-
"secs": 75.4
|
| 140 |
},
|
| 141 |
{
|
| 142 |
"board": "CYP3A4",
|
| 143 |
-
"n_train": 4814,
|
| 144 |
"n_test": 600,
|
| 145 |
"mae": 0.5603310599241302,
|
| 146 |
-
"tabpfn_reg": true,
|
| 147 |
"auroc": 0.61359375,
|
| 148 |
"prauc": 0.7857618469985579,
|
| 149 |
-
"tabpfn_cls": true,
|
| 150 |
"exact_hits": 4,
|
| 151 |
"exact_rate": 0.006666666666666667,
|
| 152 |
"leak": "clean",
|
| 153 |
"baseline_best_mae": 0.5737513093544662,
|
| 154 |
"baseline_best_auroc": 0.5716875000000001,
|
| 155 |
-
"noise_floor": 0.6276473051863152
|
| 156 |
-
"secs": 187.9
|
| 157 |
},
|
| 158 |
{
|
| 159 |
"board": "EGFR",
|
| 160 |
-
"n_train": 9231,
|
| 161 |
"n_test": 1565,
|
| 162 |
"mae": 1.0073031841568407,
|
| 163 |
-
"tabpfn_reg": true,
|
| 164 |
"auroc": 0.6044200348825833,
|
| 165 |
"prauc": 0.6922003665231697,
|
| 166 |
-
"tabpfn_cls": true,
|
| 167 |
"exact_hits": 11,
|
| 168 |
"exact_rate": 0.007028753993610224,
|
| 169 |
"leak": "clean",
|
| 170 |
"baseline_best_mae": 0.9960533038964834,
|
| 171 |
"baseline_best_auroc": 0.5653230349871636,
|
| 172 |
-
"noise_floor": 0.8881466464306685
|
| 173 |
-
"secs": 155.8
|
| 174 |
},
|
| 175 |
{
|
| 176 |
"board": "FLT3",
|
| 177 |
-
"n_train": 2913,
|
| 178 |
"n_test": 853,
|
| 179 |
"mae": 0.9910920022429478,
|
| 180 |
-
"tabpfn_reg": true,
|
| 181 |
"auroc": 0.651502219187436,
|
| 182 |
"prauc": 0.7520078617551165,
|
| 183 |
-
"tabpfn_cls": true,
|
| 184 |
"exact_hits": 9,
|
| 185 |
"exact_rate": 0.010550996483001172,
|
| 186 |
"leak": "clean",
|
| 187 |
"baseline_best_mae": 0.9858170086772374,
|
| 188 |
"baseline_best_auroc": 0.6213980880846706,
|
| 189 |
-
"noise_floor": 0.6601522287378142
|
| 190 |
-
"secs": 67.4
|
| 191 |
},
|
| 192 |
{
|
| 193 |
"board": "HER2",
|
| 194 |
-
"n_train": 2262,
|
| 195 |
"n_test": 236,
|
| 196 |
"mae": 0.8614050015726017,
|
| 197 |
-
"tabpfn_reg": true,
|
| 198 |
"auroc": 0.8487300435413643,
|
| 199 |
"prauc": 0.8743434829296226,
|
| 200 |
-
"tabpfn_cls": true,
|
| 201 |
"exact_hits": 1,
|
| 202 |
"exact_rate": 0.00423728813559322,
|
| 203 |
"leak": "clean",
|
| 204 |
"baseline_best_mae": 0.9163787230821009,
|
| 205 |
"baseline_best_auroc": 0.7604136429608127,
|
| 206 |
-
"noise_floor": 0.4979961818213226
|
| 207 |
-
"secs": 50.2
|
| 208 |
},
|
| 209 |
{
|
| 210 |
"board": "hERG",
|
| 211 |
-
"n_train": 8450,
|
| 212 |
"n_test": 1338,
|
| 213 |
"mae": 0.5745173440987656,
|
| 214 |
-
"tabpfn_reg": true,
|
| 215 |
"auroc": 0.6553969737714581,
|
| 216 |
"prauc": 0.7055356549215994,
|
| 217 |
-
"tabpfn_cls": true,
|
| 218 |
"exact_hits": 17,
|
| 219 |
"exact_rate": 0.012705530642750373,
|
| 220 |
"leak": "clean",
|
| 221 |
"baseline_best_mae": 0.5887837936811489,
|
| 222 |
"baseline_best_auroc": 0.6063324246666175,
|
| 223 |
-
"noise_floor": 0.4210538663630575
|
| 224 |
-
"secs": 193.3
|
| 225 |
},
|
| 226 |
{
|
| 227 |
"board": "JAK2",
|
| 228 |
-
"n_train": 9012,
|
| 229 |
"n_test": 1288,
|
| 230 |
"mae": 1.0818229169586282,
|
| 231 |
-
"tabpfn_reg": true,
|
| 232 |
"auroc": 0.5803116466486234,
|
| 233 |
"prauc": 0.61593880320513,
|
| 234 |
-
"tabpfn_cls": true,
|
| 235 |
"exact_hits": 9,
|
| 236 |
"exact_rate": 0.006987577639751553,
|
| 237 |
"leak": "clean",
|
| 238 |
"baseline_best_mae": 0.9194816993033287,
|
| 239 |
"baseline_best_auroc": 0.7303318787238527,
|
| 240 |
-
"noise_floor": 0.6345000139527338
|
| 241 |
-
"secs": 136.7
|
| 242 |
},
|
| 243 |
{
|
| 244 |
"board": "KIT",
|
| 245 |
-
"n_train": 1788,
|
| 246 |
"n_test": 158,
|
| 247 |
"mae": 0.882323390899274,
|
| 248 |
-
"tabpfn_reg": true,
|
| 249 |
"auroc": 0.6347741622146672,
|
| 250 |
"prauc": 0.6737596830228373,
|
| 251 |
-
"tabpfn_cls": true,
|
| 252 |
"exact_hits": 0,
|
| 253 |
"exact_rate": 0.0,
|
| 254 |
"leak": "clean",
|
| 255 |
"baseline_best_mae": 0.9250771660303996,
|
| 256 |
"baseline_best_auroc": 0.6422211429496519,
|
| 257 |
-
"noise_floor": 0.4273138205482797
|
| 258 |
-
"secs": 40.5
|
| 259 |
},
|
| 260 |
{
|
| 261 |
"board": "MAOB",
|
| 262 |
-
"n_train": 3857,
|
| 263 |
"n_test": 877,
|
| 264 |
"mae": 0.9263366112325823,
|
| 265 |
-
"tabpfn_reg": true,
|
| 266 |
"auroc": 0.7159423078923552,
|
| 267 |
"prauc": 0.7268052560577757,
|
| 268 |
-
"tabpfn_cls": true,
|
| 269 |
"exact_hits": 7,
|
| 270 |
"exact_rate": 0.00798175598631699,
|
| 271 |
"leak": "clean",
|
| 272 |
"baseline_best_mae": 1.0279754487195185,
|
| 273 |
"baseline_best_auroc": 0.7043747594428436,
|
| 274 |
-
"noise_floor": 0.6256612894840171
|
| 275 |
-
"secs": 64.6
|
| 276 |
},
|
| 277 |
{
|
| 278 |
"board": "PI3Ka",
|
| 279 |
-
"n_train": 5387,
|
| 280 |
"n_test": 1078,
|
| 281 |
"mae": 0.7688265800729167,
|
| 282 |
-
"tabpfn_reg": true,
|
| 283 |
"auroc": 0.8188078400558756,
|
| 284 |
"prauc": 0.7625155072318662,
|
| 285 |
-
"tabpfn_cls": true,
|
| 286 |
"exact_hits": 15,
|
| 287 |
"exact_rate": 0.013914656771799629,
|
| 288 |
"leak": "clean",
|
| 289 |
"baseline_best_mae": 0.8713868648365752,
|
| 290 |
"baseline_best_auroc": 0.7185662941621558,
|
| 291 |
-
"noise_floor": 0.3741289502909002
|
| 292 |
-
"secs": 112.6
|
| 293 |
},
|
| 294 |
{
|
| 295 |
"board": "Solubility",
|
| 296 |
-
"n_train": 15957,
|
| 297 |
"n_test": 4635,
|
| 298 |
"mae": 0.6008277144281021,
|
| 299 |
-
"tabpfn_reg": true,
|
| 300 |
"auroc": null,
|
| 301 |
"prauc": null,
|
| 302 |
"exact_hits": 51,
|
|
@@ -304,25 +235,20 @@
|
|
| 304 |
"leak": "clean",
|
| 305 |
"baseline_best_mae": 0.711774820802794,
|
| 306 |
"baseline_best_auroc": 0.6932688073415427,
|
| 307 |
-
"noise_floor": 0.5751407196134256
|
| 308 |
-
"secs": 286.7
|
| 309 |
},
|
| 310 |
{
|
| 311 |
"board": "VEGFR2",
|
| 312 |
-
"n_train": 9125,
|
| 313 |
"n_test": 637,
|
| 314 |
"mae": 0.8660788723514213,
|
| 315 |
-
"tabpfn_reg": true,
|
| 316 |
"auroc": 0.6841249084632284,
|
| 317 |
"prauc": 0.5927051957181371,
|
| 318 |
-
"tabpfn_cls": true,
|
| 319 |
"exact_hits": 4,
|
| 320 |
"exact_rate": 0.006279434850863423,
|
| 321 |
"leak": "clean",
|
| 322 |
"baseline_best_mae": 0.8203045097805136,
|
| 323 |
"baseline_best_auroc": 0.7233654147923423,
|
| 324 |
-
"noise_floor": 0.7622042646013418
|
| 325 |
-
"secs": 143.4
|
| 326 |
}
|
| 327 |
]
|
| 328 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"method": "PharmaOS (재학습)",
|
| 3 |
"method_en": "PharmaOS (retrained)",
|
| 4 |
+
"note": "이 부문 훈련 자료로 재학습한 현업 도구의 성적. 구성과 가중치는 공개하지 않는다.",
|
| 5 |
"entries": [
|
| 6 |
{
|
| 7 |
"board": "ABL1",
|
|
|
|
| 8 |
"n_test": 199,
|
| 9 |
"mae": 1.0225884766675557,
|
|
|
|
| 10 |
"auroc": 0.5425824175824175,
|
| 11 |
"prauc": 0.39926475852782806,
|
|
|
|
| 12 |
"exact_hits": 0,
|
| 13 |
"exact_rate": 0.0,
|
| 14 |
"leak": "clean",
|
| 15 |
"baseline_best_mae": 0.7779393745231502,
|
| 16 |
"baseline_best_auroc": 0.8191808191808192,
|
| 17 |
+
"noise_floor": 0.4588912458471183
|
|
|
|
| 18 |
},
|
| 19 |
{
|
| 20 |
"board": "AChE",
|
|
|
|
| 21 |
"n_test": 904,
|
| 22 |
"mae": 0.8442791152929728,
|
|
|
|
| 23 |
"auroc": 0.7343206807340933,
|
| 24 |
"prauc": 0.6809792654292656,
|
|
|
|
| 25 |
"exact_hits": 7,
|
| 26 |
"exact_rate": 0.007743362831858407,
|
| 27 |
"leak": "clean",
|
| 28 |
"baseline_best_mae": 0.8050872164791483,
|
| 29 |
"baseline_best_auroc": 0.7328022677661897,
|
| 30 |
+
"noise_floor": 0.46187469497191214
|
|
|
|
| 31 |
},
|
| 32 |
{
|
| 33 |
"board": "ALK",
|
|
|
|
| 34 |
"n_test": 153,
|
| 35 |
"mae": 0.7807908480743736,
|
|
|
|
| 36 |
"auroc": 0.878763440860215,
|
| 37 |
"prauc": 0.9329935752080366,
|
|
|
|
| 38 |
"exact_hits": 1,
|
| 39 |
"exact_rate": 0.006535947712418301,
|
| 40 |
"leak": "clean",
|
| 41 |
"baseline_best_mae": 0.8582590736344116,
|
| 42 |
"baseline_best_auroc": 0.814247311827957,
|
| 43 |
+
"noise_floor": 0.742835624347912
|
|
|
|
| 44 |
},
|
| 45 |
{
|
| 46 |
"board": "BRAF",
|
|
|
|
| 47 |
"n_test": 183,
|
| 48 |
"mae": 0.7975919419264598,
|
|
|
|
| 49 |
"auroc": 0.801650269755633,
|
| 50 |
"prauc": 0.8789148071354913,
|
|
|
|
| 51 |
"exact_hits": 2,
|
| 52 |
"exact_rate": 0.01092896174863388,
|
| 53 |
"leak": "clean",
|
| 54 |
"baseline_best_mae": 0.8570106284643041,
|
| 55 |
"baseline_best_auroc": 0.7719771501110758,
|
| 56 |
+
"noise_floor": 0.3133348834362967
|
|
|
|
| 57 |
},
|
| 58 |
{
|
| 59 |
"board": "CDK2",
|
|
|
|
| 60 |
"n_test": 321,
|
| 61 |
"mae": 0.7934575185428231,
|
|
|
|
| 62 |
"auroc": 0.6108409470478435,
|
| 63 |
"prauc": 0.40142716185283467,
|
|
|
|
| 64 |
"exact_hits": 2,
|
| 65 |
"exact_rate": 0.006230529595015576,
|
| 66 |
"leak": "clean",
|
| 67 |
"baseline_best_mae": 0.8165537848180889,
|
| 68 |
"baseline_best_auroc": 0.6097111700559977,
|
| 69 |
+
"noise_floor": 0.29309743262056304
|
|
|
|
| 70 |
},
|
| 71 |
{
|
| 72 |
"board": "COX2",
|
|
|
|
| 73 |
"n_test": 491,
|
| 74 |
"mae": 0.978391315623745,
|
|
|
|
| 75 |
"auroc": 0.570387886647088,
|
| 76 |
"prauc": 0.7375222888571707,
|
|
|
|
| 77 |
"exact_hits": 3,
|
| 78 |
"exact_rate": 0.006109979633401222,
|
| 79 |
"leak": "clean",
|
| 80 |
"baseline_best_mae": 0.9269477494249706,
|
| 81 |
"baseline_best_auroc": 0.6051336816812234,
|
| 82 |
+
"noise_floor": 0.7671300598249152
|
|
|
|
| 83 |
},
|
| 84 |
{
|
| 85 |
"board": "CYP2C9",
|
|
|
|
| 86 |
"n_test": 371,
|
| 87 |
"mae": 0.48261192303231587,
|
|
|
|
| 88 |
"auroc": 0.6377483443708609,
|
| 89 |
"prauc": 0.7373126205902567,
|
|
|
|
| 90 |
"exact_hits": 5,
|
| 91 |
"exact_rate": 0.013477088948787063,
|
| 92 |
"leak": "clean",
|
| 93 |
"baseline_best_mae": 0.4743088526790385,
|
| 94 |
"baseline_best_auroc": 0.5966586393738711,
|
| 95 |
+
"noise_floor": 0.3504820192518295
|
|
|
|
| 96 |
},
|
| 97 |
{
|
| 98 |
"board": "CYP2D6",
|
|
|
|
| 99 |
"n_test": 268,
|
| 100 |
"mae": 0.6066116802160365,
|
|
|
|
| 101 |
"auroc": 0.527542372881356,
|
| 102 |
"prauc": 0.4607589892244653,
|
|
|
|
| 103 |
"exact_hits": 4,
|
| 104 |
"exact_rate": 0.014925373134328358,
|
| 105 |
"leak": "clean",
|
| 106 |
"baseline_best_mae": 0.596600795371179,
|
| 107 |
"baseline_best_auroc": 0.570225988700565,
|
| 108 |
+
"noise_floor": 0.65903687863192
|
|
|
|
| 109 |
},
|
| 110 |
{
|
| 111 |
"board": "CYP3A4",
|
|
|
|
| 112 |
"n_test": 600,
|
| 113 |
"mae": 0.5603310599241302,
|
|
|
|
| 114 |
"auroc": 0.61359375,
|
| 115 |
"prauc": 0.7857618469985579,
|
|
|
|
| 116 |
"exact_hits": 4,
|
| 117 |
"exact_rate": 0.006666666666666667,
|
| 118 |
"leak": "clean",
|
| 119 |
"baseline_best_mae": 0.5737513093544662,
|
| 120 |
"baseline_best_auroc": 0.5716875000000001,
|
| 121 |
+
"noise_floor": 0.6276473051863152
|
|
|
|
| 122 |
},
|
| 123 |
{
|
| 124 |
"board": "EGFR",
|
|
|
|
| 125 |
"n_test": 1565,
|
| 126 |
"mae": 1.0073031841568407,
|
|
|
|
| 127 |
"auroc": 0.6044200348825833,
|
| 128 |
"prauc": 0.6922003665231697,
|
|
|
|
| 129 |
"exact_hits": 11,
|
| 130 |
"exact_rate": 0.007028753993610224,
|
| 131 |
"leak": "clean",
|
| 132 |
"baseline_best_mae": 0.9960533038964834,
|
| 133 |
"baseline_best_auroc": 0.5653230349871636,
|
| 134 |
+
"noise_floor": 0.8881466464306685
|
|
|
|
| 135 |
},
|
| 136 |
{
|
| 137 |
"board": "FLT3",
|
|
|
|
| 138 |
"n_test": 853,
|
| 139 |
"mae": 0.9910920022429478,
|
|
|
|
| 140 |
"auroc": 0.651502219187436,
|
| 141 |
"prauc": 0.7520078617551165,
|
|
|
|
| 142 |
"exact_hits": 9,
|
| 143 |
"exact_rate": 0.010550996483001172,
|
| 144 |
"leak": "clean",
|
| 145 |
"baseline_best_mae": 0.9858170086772374,
|
| 146 |
"baseline_best_auroc": 0.6213980880846706,
|
| 147 |
+
"noise_floor": 0.6601522287378142
|
|
|
|
| 148 |
},
|
| 149 |
{
|
| 150 |
"board": "HER2",
|
|
|
|
| 151 |
"n_test": 236,
|
| 152 |
"mae": 0.8614050015726017,
|
|
|
|
| 153 |
"auroc": 0.8487300435413643,
|
| 154 |
"prauc": 0.8743434829296226,
|
|
|
|
| 155 |
"exact_hits": 1,
|
| 156 |
"exact_rate": 0.00423728813559322,
|
| 157 |
"leak": "clean",
|
| 158 |
"baseline_best_mae": 0.9163787230821009,
|
| 159 |
"baseline_best_auroc": 0.7604136429608127,
|
| 160 |
+
"noise_floor": 0.4979961818213226
|
|
|
|
| 161 |
},
|
| 162 |
{
|
| 163 |
"board": "hERG",
|
|
|
|
| 164 |
"n_test": 1338,
|
| 165 |
"mae": 0.5745173440987656,
|
|
|
|
| 166 |
"auroc": 0.6553969737714581,
|
| 167 |
"prauc": 0.7055356549215994,
|
|
|
|
| 168 |
"exact_hits": 17,
|
| 169 |
"exact_rate": 0.012705530642750373,
|
| 170 |
"leak": "clean",
|
| 171 |
"baseline_best_mae": 0.5887837936811489,
|
| 172 |
"baseline_best_auroc": 0.6063324246666175,
|
| 173 |
+
"noise_floor": 0.4210538663630575
|
|
|
|
| 174 |
},
|
| 175 |
{
|
| 176 |
"board": "JAK2",
|
|
|
|
| 177 |
"n_test": 1288,
|
| 178 |
"mae": 1.0818229169586282,
|
|
|
|
| 179 |
"auroc": 0.5803116466486234,
|
| 180 |
"prauc": 0.61593880320513,
|
|
|
|
| 181 |
"exact_hits": 9,
|
| 182 |
"exact_rate": 0.006987577639751553,
|
| 183 |
"leak": "clean",
|
| 184 |
"baseline_best_mae": 0.9194816993033287,
|
| 185 |
"baseline_best_auroc": 0.7303318787238527,
|
| 186 |
+
"noise_floor": 0.6345000139527338
|
|
|
|
| 187 |
},
|
| 188 |
{
|
| 189 |
"board": "KIT",
|
|
|
|
| 190 |
"n_test": 158,
|
| 191 |
"mae": 0.882323390899274,
|
|
|
|
| 192 |
"auroc": 0.6347741622146672,
|
| 193 |
"prauc": 0.6737596830228373,
|
|
|
|
| 194 |
"exact_hits": 0,
|
| 195 |
"exact_rate": 0.0,
|
| 196 |
"leak": "clean",
|
| 197 |
"baseline_best_mae": 0.9250771660303996,
|
| 198 |
"baseline_best_auroc": 0.6422211429496519,
|
| 199 |
+
"noise_floor": 0.4273138205482797
|
|
|
|
| 200 |
},
|
| 201 |
{
|
| 202 |
"board": "MAOB",
|
|
|
|
| 203 |
"n_test": 877,
|
| 204 |
"mae": 0.9263366112325823,
|
|
|
|
| 205 |
"auroc": 0.7159423078923552,
|
| 206 |
"prauc": 0.7268052560577757,
|
|
|
|
| 207 |
"exact_hits": 7,
|
| 208 |
"exact_rate": 0.00798175598631699,
|
| 209 |
"leak": "clean",
|
| 210 |
"baseline_best_mae": 1.0279754487195185,
|
| 211 |
"baseline_best_auroc": 0.7043747594428436,
|
| 212 |
+
"noise_floor": 0.6256612894840171
|
|
|
|
| 213 |
},
|
| 214 |
{
|
| 215 |
"board": "PI3Ka",
|
|
|
|
| 216 |
"n_test": 1078,
|
| 217 |
"mae": 0.7688265800729167,
|
|
|
|
| 218 |
"auroc": 0.8188078400558756,
|
| 219 |
"prauc": 0.7625155072318662,
|
|
|
|
| 220 |
"exact_hits": 15,
|
| 221 |
"exact_rate": 0.013914656771799629,
|
| 222 |
"leak": "clean",
|
| 223 |
"baseline_best_mae": 0.8713868648365752,
|
| 224 |
"baseline_best_auroc": 0.7185662941621558,
|
| 225 |
+
"noise_floor": 0.3741289502909002
|
|
|
|
| 226 |
},
|
| 227 |
{
|
| 228 |
"board": "Solubility",
|
|
|
|
| 229 |
"n_test": 4635,
|
| 230 |
"mae": 0.6008277144281021,
|
|
|
|
| 231 |
"auroc": null,
|
| 232 |
"prauc": null,
|
| 233 |
"exact_hits": 51,
|
|
|
|
| 235 |
"leak": "clean",
|
| 236 |
"baseline_best_mae": 0.711774820802794,
|
| 237 |
"baseline_best_auroc": 0.6932688073415427,
|
| 238 |
+
"noise_floor": 0.5751407196134256
|
|
|
|
| 239 |
},
|
| 240 |
{
|
| 241 |
"board": "VEGFR2",
|
|
|
|
| 242 |
"n_test": 637,
|
| 243 |
"mae": 0.8660788723514213,
|
|
|
|
| 244 |
"auroc": 0.6841249084632284,
|
| 245 |
"prauc": 0.5927051957181371,
|
|
|
|
| 246 |
"exact_hits": 4,
|
| 247 |
"exact_rate": 0.006279434850863423,
|
| 248 |
"leak": "clean",
|
| 249 |
"baseline_best_mae": 0.8203045097805136,
|
| 250 |
"baseline_best_auroc": 0.7233654147923423,
|
| 251 |
+
"noise_floor": 0.7622042646013418
|
|
|
|
| 252 |
}
|
| 253 |
]
|
| 254 |
}
|