Table 5. Comparison of CO-IRv2 with existing InceptionNetV3 model.
Model | Optimizer | Precision | Recall | F1-Score | Specificity | Accuracy | Execution Time (sec) |
---|---|---|---|---|---|---|---|
InceptionNetV3 | Adam | 90.76% | 87.10% | 88.89% | 91.20% | 89.16% | 730 |
Nadam | 93.70% | 90.28% | 91.96% | 94.00% | 92.15% | 598 | |
RMSProp | 94.96% | 89.33% | 92.06% | 95.08% | 92.15% | 712 | |
CO-IRv2 | Adam | 96.90% | 93.63% | 95.24% | 96.52% | 94.97% | 717 |
Nadam | 95.35% | 97.23% | 96.28% | 95.08% | 96.18% | 707 | |
RMSProp | 99.16% | 93.28% | 96.13% | 99.18% | 96.18% | 749 |