leadboard / data /d2_card.json
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{
"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": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.22268326417704012,
"mae": 0.7431373306048281
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"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": "์ตœ์ดˆ ๋ณด๊ณ  ์—ฐ๋„ ๊ธฐ์ค€ ์‹œ๊ฐ„ ๋ถ„ํ• ",
"answer_grade": "P1",
"answer_grade_note": "์ •๋‹ต์ด ChEMBL ์— ๊ณต๊ฐœ๋˜์–ด ์žˆ๋‹ค. ์กฐํšŒ ๋ฐฉ์–ด๋Š” 8์กฐ๊ฐ€ ๋งก๋Š”๋‹ค",
"source": "ChEMBL_37",
"built": "2026-08-22"
}