Table 6.
The ranking score for each feature attained using chi-square FS along with its order in the feature vector and the name of the feature for the binary classification level.
| Rank | Order | Feature Name |
|---|---|---|
| 461.538 | 18 | Feature 2 of MobileNet |
| 461.538 | 5 | Feature 1 of InceptionResNet |
| 460.68 | 6 | Feature 2 of InceptionResNet |
| 457.854 | 17 | Feature 1 of MobileNet |
| 457.854 | 7 | Feature 1 of Xception |
| 457.592 | 13 | Feature 1 of DarkNet-53 |
| 456.608 | 14 | Feature 2 of DarkNet-53 |
| 456.397 | 19 | Feature 1 of Shuffle |
| 454.198 | 3 | Feature 1 of Inception |
| 454.198 | 2 | Feature 2 of ResNet-50 |
| 454.198 | 4 | Feature 2 of Inception |
| 454.198 | 20 | Feature 2 of Shuffle |
| 454.198 | 10 | Feature 2 of DenseNet |
| 454.198 | 8 | Feature 2 of Xception |
| 454.198 | 15 | Feature 1 of DarkNet-19 |
| 454.198 | 16 | Feature 2 of DarkNet-19 |
| 454.198 | 12 | Feature 2 of ResNet-18 |
| 454.198 | 9 | Feature 1 of DenseNet |
| 454.198 | 11 | Feature 1 of ResNet-18 |
| 454.198 | 1 | Feature 1 of ResNet-50 |