Table 7.

Comparison of classification performance of DenseNet-121 and MobileNet among different optimizers.

Models	Optimizers	Pre %	Recall %	Spe. %	F1-Score	Acc. %
DenseNet-121	SGD	86.09	92.99	84.97	0.89	88.98
	Adadelta	95.52	88.47	89.27	0.91	93.16
	Adam	91.47	94.93	96.7	0.93	93.50
	RMSprop	93.45	100	92.9	0.97	96.49
MobileNet	SGD	98.51	91.98	98.61	0.95	95.29
	Adadelta	96.98	71.15	97.78	0.82	84.47
	Adam	92.38	97.23	91.98	0.95	94.07
	RMSprop	93.45	100	92.9	0.97	96.48