Research Article
Early Detection of Network Fault Using Improved Gray Wolf Optimization and Wavelet Neural Network
Table 6
Average and variance of 30 experiments.
| | Evaluating indicator | Average | Variance | | IGWO-WNN | WNN | IGWO-WNN | WNN |
| | Accuracy | 0.9922 | 0.9807 | 1.12 × 10−6 | 3.76 × 10−4 | | Precision | 0.9854 | 0.9734 | 3.89 × 10−6 | 3.27 × 10−4 | | TPR | 0.9995 | 0.9887 | 1.45 × 10−7 | 1.27 × 10−4 | | FPR | 0.0148 | 0.02739 | 3.76 × 10−6 | 3.95 × 10−4 | | F1-score | 0.9923 | 0.9806 | 1.14 × 10−6 | 4.27 × 10−4 |
|
|
