Table 9 Ablation study: performance comparison of individual models and ensemble.
From: An effective brain stroke diagnosis strategy based on feature extraction and hybrid classifier
Model | F1-Score | Precision | Recall |
|---|---|---|---|
ViT only | 0.9460 ± 0.0049 | 0.9460 ± 0.0049 | 0.9460 ± 0.0049 |
VGG16 only | 0.9760 ± 0.0049 | 0.9760 ± 0.0049 | 0.9760 ± 0.0049 |
Ensemble (ViT + VGG16) | 0.9900 ± 0.0000 | 0.9900 ± 0.0000 | 0.9900 ± 0.0000 |
