- AUROC Area under the ROC curve (the most widely used metric)
- Accuracy Accuracy
- BalancedAccuracy Balanced Accuracy
- Brier Brier Score
- F1 F1 Score
- FDR False discovery rate
- FNR False negative rate
- FPR False positive rate
- MCC Matthews correlation coefficient
- MMCE Mean misclassification error
- NPV Negative predictive value
- Precision (Positive predictive value)
- Recall (sensitivity)
- TNR True negative rate (specificity)
- TPR True positive rate (sensitivity)
Descriptions from mlr package