Table 7 Evaluation of proposed methodology using various quality measures.

From: An automated deep learning framework for brain tumor classification using MRI imagery

Tumor type

Accuracy

Sensitivity (recall)

Specificity

Precision

\(F_1\)-score

Meningioma

0.9951

0.9944

0.9953

0.9846

0.9895

Glioma

0.9967

0.9937

0.9994

0.9993

0.9965

Pituitary

0.9984

0.9978

0.9986

0.9968

0.9973

Overall accuracy

0.9967

    
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