leadboard / data /eralpha_card.json
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boards: add proteases, nuclear receptors, epigenetics (8 boards)
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{
"board": "ERalpha",
"target": "CHEMBL206",
"type": "IC50",
"cut": 2022,
"threshold": 7.0,
"n_train": 2921,
"n_test": 182,
"positive_rate": 0.6428571428571429,
"noise_floor": {
"pairs": 4565,
"compounds": 413,
"median": 0.4698220159781634,
"mean": 0.6653989005259684,
"p75": 0.9186950603225199,
"p90": 1.4929155219028942,
"sd_single": 0.5898926423102557
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.6428571428571429,
"mae": 1.4143519089616516
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.6658119658119659,
"prauc": 0.7326719576719576,
"mae": 1.462970608438478
},
"Morgan+LightGBM": {
"auroc": 0.8053911900065746,
"prauc": 0.8817690877340494,
"mae": 1.1589064654100611
}
},
"near_threshold": 37,
"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": "2026-08-23"
}