Table 2 Performance metrics obtained from Baseline experiments.

Model	Accuracy	Precision		Recall		F1-Score
Model	Accuracy	Tumor	No tumor	Tumor	No tumor	Tumor	No tumor
ResNet50 –	0.5400	0.5400	0.5300	0.5200	0.5500	0.5300	0.5400
Adam Optimizer	0.5400	0.5400	0.5300	0.5200	0.5500	0.5300	0.5400
ResNet50 –	0.4700	0.4800	0.4600	0.5800	0.3600	0.5200	0.4000
RMSProp	0.4700	0.4800	0.4600	0.5800	0.3600	0.5200	0.4000
ResNet50 –	0.5100	0.5100	0.5100	0.4700	0.5600	0.4900	0.5300
SGD Optimizer	0.5100	0.5100	0.5100	0.4700	0.5600	0.4900	0.5300
ResNet101 –	0.5100	0.5100	0.5100	0.5100	0.5100	0.5100	0.5100
Adam Optimizer	0.5100	0.5100	0.5100	0.5100	0.5100	0.5100	0.5100
ResNet152 –	0.5100	0.5000	0.5200	0.5000	0.5200	0.5000	0.5200
Adam Optimizer	0.5100	0.5000	0.5200	0.5000	0.5200	0.5000	0.5200
Xception –	0.4900	0.4900	0.4900	0.4900	0.4900	0.4900	0.4900
Adam Optimizer	0.4900	0.4900	0.4900	0.4900	0.4900	0.4900	0.4900

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