Table 4.

Malignant Melanomas Detection Result Using CNN Model and CNN+ANN Model

Model	Data Set	Number of Malignant Melanomas	TP	FP	FN	Precision (%)	Recall (%)	Accuracy (%)	Balanced Accuracy (%)	F1	AUROC (%)
CNN	300	93	49	11	44	81.67	52.69	81.67	73.69	64.05	82.40
CNN+ANN	300	93	81	5	12	94.19	87.10	94.33	92.34	90.50	97.10