| TCMs | Traditional Chinese Medicines |
| DILI | Drug-induced liver injury |
| PmT | Polygonum multiflorum Thunb |
| QSAR | Quantitative structure-activity relationship |
| CTD | Comparative Toxicogenomics Database |
| AUC | Area under curve |
| ACC | Accuracy |
| SE | Sensitivity |
| SP | Specificity |
| BACC | Balanced accuracy |
| HILI | Herb-induced liver injury |
| RFE | Recursive feature elimination |
| WEKA | Waikato Environment for Knowledge Analysis |