Models’ mean AUC on IC50 data.
收藏Figshare2024-11-20 更新2026-04-28 收录
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Shown is the mean area under the receiver operating characteristic curve (AUC). Numbers between parentheses are standard deviations. The phenotype was defined using IC50 with 50 μg/mL threshold. GBM is Gradient Boosting Machines; RF is Random Forests; LBUM is language-based universal model; ENS is the ensemble model that averages predictions from GBM, RF and LBUM. The red shade means that LBUM had a better score than both RF and GBM models. The blue shade means the ensemble model scored better than all three individual models.
创建时间:
2024-11-20



