leadboard / data /ht2a_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": "HT2A",
"target": "CHEMBL224",
"type": "Ki",
"cut": 2022,
"threshold": 7.0,
"n_train": 4040,
"n_test": 603,
"positive_rate": 0.5771144278606966,
"noise_floor": {
"pairs": 2335,
"compounds": 385,
"median": 0.25884124508242223,
"mean": 0.37687236405196906,
"p75": 0.5264828695491621,
"p90": 0.9678153166285988,
"sd_single": 0.09252357461491821,
"sd_ci95": [
0.0705,
0.115
],
"sd_single_pairwise_deprecated": 0.33410670571983075,
"n_effective": 385
},
"baselines": {
"์ƒ์ˆ˜ ์˜ˆ์ธก": {
"auroc": 0.5,
"prauc": 0.5771144278606966,
"mae": 1.2415659404719332
},
"์ตœ๊ทผ์ ‘ ์ด์›ƒ": {
"auroc": 0.6884719405003381,
"prauc": 0.694813988065553,
"mae": 1.0750628226185892
},
"Morgan+LightGBM": {
"auroc": 0.789080459770115,
"prauc": 0.8220274396676084,
"mae": 1.1427947863139256
}
},
"near_threshold": 78,
"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"
}