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Automatic Text Classification of Drug-Induced Liver Injury Using Document-Term Matrix and XGBoost

Minjun Chen,Yue Wu, Byron Wingerd,Zhichao Liu,Joshua Xu,Shraddha Thakkar, Thomas J. Pedersen, Tom Donnelly, Nicholas Mann,Weida Tong,Russell D. Wolfinger,Wenjun Bao

Frontiers in Artificial Intelligence（2024）

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Key words
anatomical therapeutic chemical classification (ATC),Matthews correlation coefficient (MCC),area under the curve,XGBoost,LightGBM,CatBoost,TF-IDF
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