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์ก์ ๋ฐ๋ฅ์ ํํฉ๋ฌผ ๊ตฐ์ง ๊ธฐ์ค์ผ๋ก ์ฌ๊ณ์ฐ โ ์์ด ์๋๋ผ ํํฉ๋ฌผ์ด ํ๋ณธ ๋จ์ (์ค์ 0.46๋ฐฐ)
73bc51c verified | { | |
| "board": "hERG", | |
| "target": "CHEMBL240", | |
| "type": "IC50", | |
| "cut": 2022, | |
| "threshold": 5.0, | |
| "n_train": 8450, | |
| "n_test": 1338, | |
| "positive_rate": 0.585949177877429, | |
| "noise_floor": { | |
| "pairs": 5185, | |
| "compounds": 857, | |
| "median": 0.14793898523038607, | |
| "mean": 0.47494876125752883, | |
| "p75": 0.6690067809585756, | |
| "p90": 1.3377444185444354, | |
| "sd_single": 0.26604691347586135, | |
| "sd_ci95": [ | |
| 0.2179, | |
| 0.3187 | |
| ], | |
| "sd_single_pairwise_deprecated": 0.4210538663630575, | |
| "n_effective": 857 | |
| }, | |
| "baselines": { | |
| "์์ ์์ธก": { | |
| "auroc": 0.5, | |
| "prauc": 0.585949177877429, | |
| "mae": 0.5887837936811489 | |
| }, | |
| "์ต๊ทผ์ ์ด์": { | |
| "auroc": 0.56607327046342, | |
| "prauc": 0.6209289133630831, | |
| "mae": 0.7761432713342975 | |
| }, | |
| "Morgan+LightGBM": { | |
| "auroc": 0.6063324246666175, | |
| "prauc": 0.703536813371362, | |
| "mae": 0.5986207163323017 | |
| } | |
| }, | |
| "near_threshold": 696, | |
| "split_grade": "T", | |
| "split_grade_note": "์ต์ด ๋ณด๊ณ ์ฐ๋ ๊ธฐ์ค ์๊ฐ ๋ถํ ", | |
| "answer_grade": "P1", | |
| "answer_grade_note": "์ ๋ต์ด ChEMBL ์ ๊ณต๊ฐ๋์ด ์๋ค. ์กฐํ ๋ฐฉ์ด๋ 8์กฐ๊ฐ ๋งก๋๋ค", | |
| "source": "ChEMBL_37", | |
| "built": "2026-08-22" | |
| } |