Research Article
Superlative Feature Selection Based Image Classification Using Deep Learning in Medical Imaging
| Model | Glioma tumor | Meningioma tumor | Pituitary tumor | No tumor | Accuracy | Precision | Recall | F1 score | Support | Precision | Recall | F1 score | Support | Precision | Recall | F1 score | Support | Precision | Recall | F1 score | Support |
| EfficientNetB1 | 0.98 | 0.91 | 0.94 | 93 | 0.92 | 0.98 | 0.95 | 96 | 1.0 | 0.99 | 0.99 | 87 | 0.98 | 1.0 | 0.99 | 51 | 97 | EfficientNetB0 | 0.98 | 1.0 | 0.99 | 93 | 0.97 | 0.96 | 0.96 | 96 | 0.98 | 1.0 | 0.99 | 87 | 0.98 | 1.0 | 0.99 | 51 | 98 |
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