About This Tool
Visual confusion matrix analyzer with accuracy, precision, recall, F1, and MCC metrics.
Visual confusion matrix analyzer with accuracy, precision, recall, F1, and MCC metrics.
Total Samples
200
Accuracy
87.5%
(TP + TN) / Total
Precision
85%
TP / (TP + FP)
Recall
89.47%
TP / (TP + FN)
F1 Score
87.18%
2 x (P x R) / (P + R)
Specificity
85.71%
TN / (TN + FP)
MCC
75.09%
Matthews Corr. Coef.
Additional Metrics
FPR (Type I Error)
14.29%
FNR (Type II Error)
10.53%
PPV
85%
NPV
90%
Prevalence
47.5%
Visual confusion matrix analyzer with accuracy, precision, recall, F1, and MCC metrics.