Table 7 Model performance metrics (Mean ± SD) over 5 runs.

From: An effective brain stroke diagnosis strategy based on feature extraction and hybrid classifier

Model

F1 score

Precision

Recall

Ensemble

0.9900 ± 0.0000

0.9900 ± 0.0000

0.9900 ± 0.0000

VGG16

0.9760 ± 0.0049

0.9760 ± 0.0049

0.9760 ± 0.0049

ViT

0.9460 ± 0.0049

0.9460 ± 0.0049

0.9460 ± 0.0049