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Running
| { | |
| "board": "D2", | |
| "target": "CHEMBL217", | |
| "type": "Ki", | |
| "cut": 2022, | |
| "threshold": 7.0, | |
| "n_train": 7684, | |
| "n_test": 723, | |
| "positive_rate": 0.22268326417704012, | |
| "noise_floor": { | |
| "pairs": 9912, | |
| "compounds": 1109, | |
| "median": 0.34678748622465605, | |
| "mean": 0.47841370989999127, | |
| "p75": 0.6887862236171962, | |
| "p90": 1.049218022670182, | |
| "sd_single": 0.4241256293439639 | |
| }, | |
| "baselines": { | |
| "์์ ์์ธก": { | |
| "auroc": 0.5, | |
| "prauc": 0.22268326417704012, | |
| "mae": 0.7431373306048281 | |
| }, | |
| "์ต๊ทผ์ ์ด์": { | |
| "auroc": 0.7467562609137729, | |
| "prauc": 0.3942640341197079, | |
| "mae": 0.7674893484072555 | |
| }, | |
| "Morgan+LightGBM": { | |
| "auroc": 0.8377246303132114, | |
| "prauc": 0.5587742113484209, | |
| "mae": 0.5160262850998159 | |
| } | |
| }, | |
| "near_threshold": 167, | |
| "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" | |
| } |