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Cross-validated results for classification of Perugini grade 0–2 vs grade 3 cardiac uptake
| AUC | Accuracy | Grade 0–2 | Grade 3 | |||
|---|---|---|---|---|---|---|
| Precision | Recall | Precision | Recall | |||
| Linear | 0.94 | 0.99 | 1.00 | 0.99 | 0.73 | 0.89 |
| Residual | 0.94 | 0.99 | 1.00 | 1.00 | 0.83 | 0.89 |
| VGG16 | 0.92 | 0.99 | 1.00 | 0.99 | 0.62 | 0.85 |
| ResNet50 | 0.82 | 0.99 | 0.99 | 1.00 | 0.94 | 0.63 |
| InceptionV3 | 0.80 | 0.99 | 0.99 | 1.00 | 0.80 | 0.59 |
| MobileNet | 0.72 | 0.99 | 0.99 | 1.00 | 0.92 | 0.44 |
