leadboard / data /ar_card.json
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์žก์Œ ๋ฐ”๋‹ฅ์„ ํ™”ํ•ฉ๋ฌผ ๊ตฐ์ง‘ ๊ธฐ์ค€์œผ๋กœ ์žฌ๊ณ„์‚ฐ โ€” ์Œ์ด ์•„๋‹ˆ๋ผ ํ™”ํ•ฉ๋ฌผ์ด ํ‘œ๋ณธ ๋‹จ์œ„ (์ค‘์•™ 0.46๋ฐฐ)
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{
"board": "AR",
"target": "CHEMBL1871",
"type": "IC50",
"cut": 2022,
"threshold": 6.5,
"n_train": 1906,
"n_test": 460,
"positive_rate": 0.45652173913043476,
"noise_floor": {
"pairs": 1924,
"compounds": 162,
"median": 0.34323568467147414,
"mean": 0.5438463878204574,
"p75": 0.8124792791635365,
"p90": 1.331847604133218,
"sd_single": 0.176329053846648,
"sd_ci95": [
0.1269,
0.2323
],
"sd_single_pairwise_deprecated": 0.4821333225358665,
"n_effective": 162
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.45652173913043476,
"mae": 0.6720281075003873
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.6377142857142856,
"prauc": 0.5491131459307166,
"mae": 0.6947063505396601
},
"Morgan+LightGBM": {
"auroc": 0.5898190476190477,
"prauc": 0.6019584709818473,
"mae": 0.622604668394136
}
},
"near_threshold": 194,
"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"
}