| ML | Machine learning |
| RF | Random Forest |
| SVM | Support Vector Machine |
| NN | Neural Network |
| KNN | K-nearest neighbors |
| LR | Logistic Regression |
| NEFA | Non-esterified fatty acids |
| AST | Aspartate aminotransferase |
| LDH | Lactate dehydrogenase |
| GGT | Gamma-glutamyl transferase |
| nMMC | Normalized Matthews correlation coefficient |
| BHB | Beta-hydroxybutyrate |
| PLF | Precision livestock farming |
| TRIG | Triglycerides |
| ROC | Receiver operating characteristic |
| AUC | Area under the curve |
| MCC | Matthews Correlation Coefficient |
| FP | False Positives |
| TN | True Negatives |
| FN | False Negatives |
| FPR | False Positive Rate |
| PPV | Positive predictive value |
| NPV | Negative predictive value |
| TP | Total protein |
| Fe | Iron |
| LSMU | Lithuanian University of Health Sciences |
| TMR | Total mixed ration |
| DM | Dry matter |
| THI | Temperature–humidity index |
| RMSEP | Root mean square error of prediction |
| RBF | Radial Basis Function |
| TP | True Positives |
| Cl | Confidence interval |
| LSTM | Long Short-Term Memory |
| DTC | Decision Tree Classifier |
| ET | Extra Trees |
| AMS | Automated milking system |