Table 2 Performance of classifiers on dataset by auto color correlogram filter
S. 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 color layout filter | 85.77 | 0.85 | 0.86 | 0.87 | 0.88 |
6 | Attribute selected classifier with color layout filter | 90.96 | 0.91 | 0.91 | 0.95 | 0.87 |