Table 1.

Detection performance results for various CNN models with a 75/25 training/testing ratio on the first dataset.

Models	Evaluation metric
	ACC	SEN	SPE	PRECI	F1_score	MCC	Error	Kappa	FPR
InceptionResNetv2	0.9130	0.9348	0.8913	0.8958	0.9149	0.8269	0.0870	0.8261	0.1087
Inceptionv3	0.8804	0.9130	0.8478	0.8571	0.8842	0.7625	0.1196	0.7609	0.1522
ResNet50	0.9348	0.9348	0.9348	0.9348	0.9348	0.8696	0.0652	0.8696	0.0652
Transfer learning model	0.9130	0.9130	0.9130	0.9130	0.9130	0.8261	0.0870	0.8261	0.0870
BRAIN-TUMOR-net	0.8478	0.8043	0.8913	0.8810	0.8409	0.6983	0.1522	0.6957	0.1087