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| { | |
| "board": "HT2A", | |
| "target": "CHEMBL224", | |
| "type": "Ki", | |
| "cut": 2022, | |
| "threshold": 7.0, | |
| "n_train": 4040, | |
| "n_test": 603, | |
| "positive_rate": 0.5771144278606966, | |
| "noise_floor": { | |
| "pairs": 2335, | |
| "compounds": 385, | |
| "median": 0.25884124508242223, | |
| "mean": 0.37687236405196906, | |
| "p75": 0.5264828695491621, | |
| "p90": 0.9678153166285988, | |
| "sd_single": 0.33410670571983075 | |
| }, | |
| "baselines": { | |
| "์์ ์์ธก": { | |
| "auroc": 0.5, | |
| "prauc": 0.5771144278606966, | |
| "mae": 1.2415659404719332 | |
| }, | |
| "์ต๊ทผ์ ์ด์": { | |
| "auroc": 0.6884719405003381, | |
| "prauc": 0.694813988065553, | |
| "mae": 1.0750628226185892 | |
| }, | |
| "Morgan+LightGBM": { | |
| "auroc": 0.789080459770115, | |
| "prauc": 0.8220274396676084, | |
| "mae": 1.1427947863139256 | |
| } | |
| }, | |
| "near_threshold": 78, | |
| "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" | |
| } |