Template:DiagnosticTesting Diagram
Appearance
True condition | ||||||
Total population | Condition positive | Condition negative | Prevalence = Σ Condition positive/Σ Total population | Accuracy (ACC) = Σ True positive + Σ True negative/Σ Total population | ||
Predicted condition |
Predicted condition positive |
True positive, Power |
False positive, Type I error |
Positive predictive value (PPV), Precision = Σ True positive/Σ Predicted condition positive | False discovery rate (FDR) = Σ False positive/Σ Predicted condition positive | |
Predicted condition negative |
False negative, Type II error |
True negative | False omission rate (FOR) = Σ False negative/Σ Predicted condition negative | Negative predictive value (NPV) = Σ True negative/Σ Predicted condition negative | ||
True positive rate (TPR), Recall, Sensitivity, probability of detection = Σ True positive/Σ Condition positive | False positive rate (FPR), Fall-out, probability of false alarm = Σ False positive/Σ Condition negative | Positive likelihood ratio (LR+) = TPR/FPR | Diagnostic odds ratio (DOR) = LR+/LR− | F1 score = 2/1/Recall + 1/Precision | ||
False negative rate (FNR), Miss rate = Σ False negative/Σ Condition positive | True negative rate (TNR), Specificity (SPC) = Σ True negative/Σ Condition negative | Negative likelihood ratio (LR−) = FNR/TNR |