TABLE 7. Confidence Interval (
) for Studies One and Two on Test Accuracy.
| Study | Model | Actual accuracy | Methods | |
|---|---|---|---|---|
| Wilson Score | Bayesian Interval | |||
| One | VGG16 | 100% | 72.2% – 100% | 78.3% – 100% |
| InceptionResNetV2 | 97% | 68.1% – 99.8% | 72.5% – 99.9% | |
| ResNet50 | 70% | 39.7% – 89.2% | 39.4% – 90.7% | |
| MobileNetV2 | 100% | 72.2% – 100% | 78.3% – 100% | |
| ResNet101 | 70% | 39.7% – 89.2% | 39.4% – 90.7% | |
| VGG19 | 70% | 39.7% – 89.2% | 39.4% – 90.7% | |
| Two | VGG16 | 99% | 97.6% – 99.7% | 97.8% – 99.8% |
| InceptionResNetV2 | 99% | 98.0% – 99.9% | 98.3% – 99.9% | |
| ResNet50 | 93% | 90% – 95.4% | 90.3% – 95.5% | |
| MobileNetV2 | 99% | 97.6% – 99.7% | 97.8% – 99.8% | |
| ResNet101 | 96% | 94.1% – 97.9% | 94.2% – 98.0% | |
| VGG19 | 97% | 95.1% – 98.5% | 95.2% – 98.6% | |