leadboard / data /abl1_card.json
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{
"board": "ABL1",
"target": "CHEMBL1862",
"type": "IC50",
"cut": 2022,
"threshold": 7.0,
"n_train": 1952,
"n_test": 199,
"positive_rate": 0.2814070351758794,
"noise_floor": {
"pairs": 1253,
"compounds": 299,
"median": 0.3229081045244717,
"mean": 0.5176293253155494,
"p75": 0.7759234596124767,
"p90": 1.2693486476572886,
"sd_single": 0.4588912458471183
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.2814070351758794,
"mae": 1.2752911514710041
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.5121753246753247,
"prauc": 0.28646511014895903,
"mae": 1.3561321474174237
},
"Morgan+LightGBM": {
"auroc": 0.8191808191808192,
"prauc": 0.6084683785054275,
"mae": 0.7779393745231502
}
},
"near_threshold": 66,
"split_grade": "T",
"split_grade_note": "์ตœ์ดˆ ๋ณด๊ณ  ์—ฐ๋„ ๊ธฐ์ค€ ์‹œ๊ฐ„ ๋ถ„ํ• ",
"answer_grade": "P1",
"answer_grade_note": "์ •๋‹ต์ด ChEMBL ์— ๊ณต๊ฐœ๋˜์–ด ์žˆ๋‹ค. ์กฐํšŒ ๋ฐฉ์–ด๋Š” 8์กฐ๊ฐ€ ๋งก๋Š”๋‹ค",
"source": "ChEMBL_37",
"built": "2026-08-22"
}