| Adaboost | Adaptive Boosting Digital |
| AD | Applicability domain |
| DPPH | 1,1-Diphenyl-2-picrylhydrazyl |
| GB | Gradient Boosting |
| IC50 | Half-maximal inhibitory concentration |
| k-NN | k-nearest neighbor |
| MAE | Mean Absolute Error |
| MI | Mutual information |
| NAMs | New approach methodologies |
| PBPK | Physiologically Based Pharmacokinetic |
| QSAR | Quantitative Structure–Activity Relationship |
| R&D | Research and Development |
| RF | Random Forest |
| ROS | Reactive Oxygen Species |
| RMSE | Root-Mean-Squared Error |
| XGB | eXtreme Gradient Boosting |