Table 2.
Sl. No | Ensemble Classifier | Accuracy | Precision | Recall | ROC | PRC |
---|---|---|---|---|---|---|
1 | Bagging with Auto Color Correlogram Filter | 83.88% | 0.85 | 0.84 | 0.92 | 0.90 |
2 | Attribute Selected Classifier with Auto Color Correlogram Filter | 82.65% | 0.82 | 0.83 | 0.92 | 0.72 |
3 | Bagging with Binary Patterns Pyramid Filter | 85.06% | 0.84 | 0.85 | 0.90 | 0.88 |
4 | Attribute Selected Classifier with Binary Patterns Pyramid Filter | 89.97% | 0.90 | 0.90 | 0.91 | 0.91 |
5 | Bagging with Colour Layout Filter | 85.77% | 0.85 | 0.86 | 0.87 | 0.88 |
6 | Attribute Selected Classifier with Colour Layout Filter | 90.96% | 0.91 | 0.91 | 0.95 | 0.87 |