| AD | Anaerobic digestion |
| ML | Machine learning |
| COD | Chemical oxygen demand |
| LR | Linear Regression |
| SVR-RBF | Support Vector Regression with a Radial Basis Function |
| RF | Random Forest |
| DT | Decision Tree |
| GBR | Gradient Boosting Regression |
| KNN | K-Nearest Neighbors Regression |
| GPR | Gaussian Process Regression |
| MLP | Multilayer Perceptron |
| R2 | Coefficient of determination |
| MAE | Mean absolute error |
| MSE | mean squared error |
| RMSE | Root mean squared error |
| AIC | Akaike Information Criterion |
| LORO-CV | Leave-one-reactor-out cross-validation |