Table 3.
The confusion matrix (%) achieved by the ResNet-50 model on the test subsets for the five cross validated folds.
| Chinee apple | Lantana | Parkinsonia | Parthenium | Prickly acacia | Rubber vine | Siam weed | Snake weed | Negatives | |
|---|---|---|---|---|---|---|---|---|---|
| Chinee apple | 88.5 | 1.78 | 0.00 | 0.44 | 0.18 | 0.18 | 0.27 | 3.37 | 5.33 |
| Lantana | 0.56 | 95.0 | 0.00 | 0.00 | 0.00 | 0.09 | 0.28 | 0.94 | 3.10 |
| Parkinsonia | 0.10 | 0.00 | 97.2 | 0.10 | 1.26 | 0.00 | 0.00 | 0.00 | 1.36 |
| Parthenium | 0.10 | 0.20 | 0.10 | 95.8 | 0.88 | 0.10 | 0.00 | 0.29 | 2.54 |
| Prickly acacia | 0.00 | 0.00 | 0.56 | 0.66 | 95.5 | 0.00 | 0.00 | 0.09 | 3.20 |
| Rubber vine | 0.79 | 0.50 | 0.10 | 0.10 | 0.00 | 92.5 | 0.20 | 0.40 | 5.45 |
| Siam weed | 0.00 | 0.19 | 0.00 | 0.00 | 0.00 | 0.00 | 96.5 | 0.09 | 3.26 |
| Snake weed | 4.13 | 1.77 | 0.00 | 0.30 | 0.20 | 0.10 | 0.30 | 88.8 | 4.43 |
| Negatives | 0.46 | 0.48 | 0.14 | 0.20 | 0.55 | 0.03 | 0.21 | 0.37 | 97.6 |