Table 5.
Quality indicators of ANN No. 1. The indicators were calculated based on the results from the validation subset.
| Name of measure | Value | |
|---|---|---|
| 1 | Total number of sampels | 78 |
| 2 | True positive (TP) | 52 |
| 3 | False positive (FP) | 2 |
| 4 | False negative (FN) | 1 |
| 5 | True negative (TN) | 23 |
| 6 | True positive rate (TPR) | 0.9811 |
| 7 | False negative rate (FNR) | 0.0189 |
| 8 | True negative rate (TNR) | 0.92 |
| 9 | False positive rate (FPR) | 0.08 |
| 10 | Positive predictive value (PPV) | 0.963 |
| 11 | False discovery rate (FDR) | 0.037 |
| 12 | False omission rate (FOR) | 0.0417 |
| 13 | Negative predictive value (NPV) | 0.9583 |
| 14 | Positive likelihood ratio (LR+) | 12.2642 |
| 15 | Negative likelihood ratio (LR−) | 0.0205 |
| 16 | Diagnostic odds ratio (DOR) | 598 |
| 17 | Accuracy (ACC) | 0.9615 |
| 18 | Informedness | 0.9011 |
| 19 | Markedness | 0.9213 |