Skip to main content
. 2021 Oct 28;16(10):e0259179. doi: 10.1371/journal.pone.0259179

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