tim-shu's picture
Update pKi dataset and reproducibility metadata
23d0fa2 verified
Raw History Blame Contribute Delete
1.1 kB
{
"sources": [
{
"source": "ChEMBL",
"train": 139761,
"validation": 17102,
"test": 18392,
"total": 175255,
"train_percent": 79.74722547145588,
"validation_percent": 9.75835211548886,
"test_percent": 10.494422413055263
},
{
"source": "BindingDB",
"train": 20803,
"validation": 2908,
"test": 2454,
"total": 26165,
"train_percent": 79.50697496655837,
"validation_percent": 11.1140836995987,
"test_percent": 9.37894133384292
},
{
"source": "DrugCentral",
"train": 2766,
"validation": 417,
"test": 244,
"total": 3427,
"train_percent": 80.7119929967902,
"validation_percent": 12.16807703530785,
"test_percent": 7.119929967901955
}
],
"pairs": 204847,
"targets": 162,
"splits": {
"train": 163330,
"test": 21090,
"validation": 20427
},
"selection": "Minimum target-macro validation MAE averaged over three RF seeds; all sources, one common cohort. Exact ties use candidate name. Test is not used for selection."
}