Classification Metrics Calculators
10 free classification metrics calculators in AI & ML.
- Accuracy CalculatorCalculate classification accuracy from correct predictions and total samples.
- Balanced Accuracy CalculatorCalculate balanced accuracy to fairly evaluate models on imbalanced datasets.
- Cohen Kappa CalculatorCalculate Cohen's Kappa to measure inter-rater agreement corrected for chance.
- F-beta Score CalculatorCalculate the F-beta score with a configurable weight between precision and recall.
- F1 Score CalculatorCalculate the F1 score, the harmonic mean of precision and recall.
- MCC CalculatorCalculate the Matthews Correlation Coefficient for binary classification quality.
- PR AUC CalculatorCalculate the area under the precision-recall curve for imbalanced classification.
- Precision CalculatorCalculate precision from true positives and false positives in a classification model.
- Recall CalculatorCalculate recall (sensitivity) from true positives and false negatives.
- ROC AUC CalculatorCalculate the area under the ROC curve to evaluate classifier performance.