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| { | |
| "board": "BACE1", | |
| "target": "CHEMBL4822", | |
| "type": "IC50", | |
| "cut": 2022, | |
| "threshold": 7.0, | |
| "n_train": 7993, | |
| "n_test": 278, | |
| "positive_rate": 0.39928057553956836, | |
| "noise_floor": { | |
| "pairs": 3170, | |
| "compounds": 1689, | |
| "median": 0.0, | |
| "mean": 0.23903933312249104, | |
| "p75": 0.19010562085580318, | |
| "p90": 0.7051303130408373, | |
| "sd_single": 0.2119143024135559 | |
| }, | |
| "baselines": { | |
| "์์ ์์ธก": { | |
| "auroc": 0.5, | |
| "prauc": 0.39928057553956836, | |
| "mae": 1.369326880055476 | |
| }, | |
| "์ต๊ทผ์ ์ด์": { | |
| "auroc": 0.7420834007660355, | |
| "prauc": 0.5956653942265453, | |
| "mae": 1.0779046140060264 | |
| }, | |
| "Morgan+LightGBM": { | |
| "auroc": 0.9232885580190969, | |
| "prauc": 0.8798898313498296, | |
| "mae": 0.9674177988332499 | |
| } | |
| }, | |
| "near_threshold": 15, | |
| "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" | |
| } |