TABLE III. Comparison of Performance (AUC) of the Presented Architecture AIP With Other Architectures (ResNet and DenseNet) on D1train and Dtest.
| Architecture | AUC (mean ± std.) (D1train) | ACC (%)(D1train) | AUC (95% CI) (Dtest) | ACC (%) (Dtest) |
|---|---|---|---|---|
| ResNet10 | 0.72±0.05 | 71.6% | 0.777 (0.72-0.83) | 70.0% |
| ResNet50 | 0.75±0.04 | 72.9% | 0.785 (0.73-0.83) | 71.0% |
| ResNet101 | 0.78±0.06 | 70.0% | 0.802 (0.75-0.85) | 70.5% |
| DenseNet121 | 0.75±0.03 | 76.3% | 0.806 (0.75-0.86) | 71.9% |
| DenseNet169 | 0.79±0.04 | 76.5% | 0.820 (0.77-0.87) | 76.0% |
| DenseNet201 | 0.81±0.02 | 75.6% | 0.807 (0.76-0.85) | 74.8% |
| AIP | 0.86±0.01 | 79.5% | 0.809 (0.75-0.87) | 75.3% |
AUC: area under the receiver operating characteristic curve. ACC: Accuracy. std: standard deviation.