leadboard / data /factorxa_card.json
SeaWolf-AI's picture
boards: add proteases, nuclear receptors, epigenetics (8 boards)
db137bd verified
Raw
History Blame Contribute Delete
1.06 kB
{
"board": "FactorXa",
"target": "CHEMBL244",
"type": "Ki",
"cut": 2016,
"threshold": 7.5,
"n_train": 3516,
"n_test": 225,
"positive_rate": 0.2088888888888889,
"noise_floor": {
"pairs": 686,
"compounds": 311,
"median": 0.0,
"mean": 0.10025107433680304,
"p75": 0.006569548382449497,
"p90": 0.24303804868629442,
"sd_single": 0.08887506590142115
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.2088888888888889,
"mae": 1.335930965621419
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.6674635429117857,
"prauc": 0.3035190813914218,
"mae": 1.2712348166111724
},
"Morgan+LightGBM": {
"auroc": 0.6844370069328234,
"prauc": 0.4102850290213321,
"mae": 1.094230640216658
}
},
"near_threshold": 13,
"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"
}