Table 5 Confusion matrix for performance of implemented algorithm.
From: Neuro-fuzzy classification of asthma and chronic obstructive pulmonary disease
Total population 455 | Condition positive | Condition negative | Prevalence 91.64% | ||
|---|---|---|---|---|---|
Test outcome | Test outcome positive | 416 | 0 | Positive predictive value 100% | False discovery rate 0.00% |
Test outcome negative | 2 | 37 | False omission rate 5.13% | Negative predictive value 94.87% | |
True positive rate 99.52% | False positive rate 0.00% | Accuracy 99.56% | |||
False negative rate 0.48% | True negative rate 100% |