Table 8.
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 | 111 |
| 2 | True positive (TP) | 88 |
| 3 | False positive (FP) | 4 |
| 4 | False negative (FN) | 0 |
| 5 | True negative (TN) | 19 |
| 6 | True positive rate (TPR) | 0.9715 |
| 7 | False negative rate (FNR) | 0.0285 |
| 8 | True negative rate (TNR) | 0.91 |
| 9 | False positive rate (FPR) | 0.09 |
| 10 | Positive predictive value (PPV) | 0.961 |
| 11 | False discovery rate (FDR) | 0.039 |
| 12 | False omission rate (FOR) | 0.0317 |
| 13 | Negative predictive value (NPV) | 0.9581 |
| 14 | Positive likelihood ratio (LR+) | 12.2631 |
| 15 | Negative likelihood ratio (LR−) | 0.0202 |
| 16 | Diagnostic odds ratio (DOR) | 597 |
| 17 | Accuracy (ACC) | 0.9511 |
| 18 | Informedness | 0.9021 |
| 19 | Markedness | 0.9211 |