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์ก์ ๋ฐ๋ฅ์ ํํฉ๋ฌผ ๊ตฐ์ง ๊ธฐ์ค์ผ๋ก ์ฌ๊ณ์ฐ โ ์์ด ์๋๋ผ ํํฉ๋ฌผ์ด ํ๋ณธ ๋จ์ (์ค์ 0.46๋ฐฐ)
73bc51c verified | { | |
| "board": "HDAC1", | |
| "target": "CHEMBL325", | |
| "type": "IC50", | |
| "cut": 2022, | |
| "threshold": 7.0, | |
| "n_train": 6277, | |
| "n_test": 1925, | |
| "positive_rate": 0.37142857142857144, | |
| "noise_floor": { | |
| "pairs": 84905, | |
| "compounds": 686, | |
| "median": 0.44909253111941894, | |
| "mean": 0.5676639015564761, | |
| "p75": 0.7876074913780862, | |
| "p90": 1.1579639784180351, | |
| "sd_single": 0.22376008925419866, | |
| "sd_ci95": [ | |
| 0.188, | |
| 0.2625 | |
| ], | |
| "sd_single_pairwise_deprecated": 0.5032481396777271, | |
| "n_effective": 686 | |
| }, | |
| "baselines": { | |
| "์์ ์์ธก": { | |
| "auroc": 0.5, | |
| "prauc": 0.37142857142857144, | |
| "mae": 0.8444632180046875 | |
| }, | |
| "์ต๊ทผ์ ์ด์": { | |
| "auroc": 0.5861093452002544, | |
| "prauc": 0.42241974241974245, | |
| "mae": 1.0669947228622376 | |
| }, | |
| "Morgan+LightGBM": { | |
| "auroc": 0.736935791481246, | |
| "prauc": 0.5811813571298798, | |
| "mae": 0.7944643549363846 | |
| } | |
| }, | |
| "near_threshold": 678, | |
| "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": "2026-08-23" | |
| } |