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์ก์ ๋ฐ๋ฅ์ ํํฉ๋ฌผ ๊ตฐ์ง ๊ธฐ์ค์ผ๋ก ์ฌ๊ณ์ฐ โ ์์ด ์๋๋ผ ํํฉ๋ฌผ์ด ํ๋ณธ ๋จ์ (์ค์ 0.46๋ฐฐ)
73bc51c verified | { | |
| "board": "EGFR", | |
| "target": "CHEMBL203", | |
| "type": "IC50", | |
| "cut": 2022, | |
| "threshold": 7.0, | |
| "n_train": 9231, | |
| "n_test": 1565, | |
| "positive_rate": 0.5891373801916933, | |
| "noise_floor": { | |
| "pairs": 36119, | |
| "compounds": 1221, | |
| "median": 0.7832196231327178, | |
| "mean": 1.001829417173794, | |
| "p75": 1.474959594551807, | |
| "p90": 2.215294491882492, | |
| "sd_single": 0.3260928784752931, | |
| "sd_ci95": [ | |
| 0.2989, | |
| 0.3547 | |
| ], | |
| "sd_single_pairwise_deprecated": 0.8881466464306685, | |
| "n_effective": 1221 | |
| }, | |
| "baselines": { | |
| "์์ ์์ธก": { | |
| "auroc": 0.5, | |
| "prauc": 0.5891373801916933, | |
| "mae": 0.9960533038964834 | |
| }, | |
| "์ต๊ทผ์ ์ด์": { | |
| "auroc": 0.5653230349871636, | |
| "prauc": 0.6233627561582259, | |
| "mae": 1.192082140711924 | |
| }, | |
| "Morgan+LightGBM": { | |
| "auroc": 0.5626553944869326, | |
| "prauc": 0.6411612126697581, | |
| "mae": 1.0701786646876255 | |
| } | |
| }, | |
| "near_threshold": 874, | |
| "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" | |
| } |