leadboard / data /cb1_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": "CB1",
"target": "CHEMBL218",
"type": "Ki",
"cut": 2020,
"threshold": 7.0,
"n_train": 2812,
"n_test": 216,
"positive_rate": 0.5740740740740741,
"noise_floor": {
"pairs": 5390,
"compounds": 237,
"median": 0.5016894462103991,
"mean": 0.633538768021833,
"p75": 0.9280722750790211,
"p90": 1.3825030384911905,
"sd_single": 0.1928516426443312,
"sd_ci95": [
0.1379,
0.2585
],
"sd_single_pairwise_deprecated": 0.5616478439909867,
"n_effective": 237
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.5740740740740741,
"mae": 1.0268666978567027
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.6504207573632539,
"prauc": 0.668841472520908,
"mae": 0.9771918670526303
},
"Morgan+LightGBM": {
"auroc": 0.789796633941094,
"prauc": 0.8537271121811465,
"mae": 0.8719908235706619
}
},
"near_threshold": 65,
"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"
}