leadboard / data /egfr_card.json
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{
"board": "EGFR",
"target": "CHEMBL203",
"type": "IC50",
"cut": 2022,
"threshold": 7.0,
"n_train": 9231,
"n_test": 1565,
"positive_rate": 0.5891373801916933,
"noise_floor": {
"pairs": 36119,
"compounds": 1221,
"median": 0.7832196231327178,
"mean": 1.001829417173794,
"p75": 1.474959594551807,
"p90": 2.215294491882492,
"sd_single": 0.8881466464306685
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.5891373801916933,
"mae": 0.9960533038964834
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.5653230349871636,
"prauc": 0.6233627561582259,
"mae": 1.192082140711924
},
"Morgan+LightGBM": {
"auroc": 0.5626553944869326,
"prauc": 0.6411612126697581,
"mae": 1.0701786646876255
}
},
"near_threshold": 874,
"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"
}