Table 3 Performance comparison of DTViT with and without data augmentation on the testing dataset.
From: Dual-task vision transformer for rapid and accurate intracerebral hemorrhage CT image classification
Classifier | DA | Accuracy | Precision | Recall | F1 Score | Specificity |
---|---|---|---|---|---|---|
Classifier 1 | Yes | 1 | 1 | 1 | 1 | 1 |
Classifier 1 | No | 0.996 | 0.991 | 1 | 0.995 | 0.995 |
Classifier 2 | Yes | 0.996 | 0.998 | 0.997 | 0.997 | 1 |
Classifier 2 | No | 0.992 | 0.994 | 0.996 | 0.995 | 0.995 |