Table 2.

Proposed model results.

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