Remote Diagnosis and Triaging Model for Skin Cancer Using EfficientNet and Extreme Gradient Boosting

Table 4

Experimental results obtained from the test set using fivefold stratified cross-validation.

Experimental scenarios	Data type	Accuracy	Precision	Recall	F1	AUC
Scenario I	Skin lesion	0.76	0.81	0.82	0.81	0.81
Scenario II	Skin lesion	0.74	0.78	0.8	0.79	0.80
Scenario III	Skin lesion + clinical data	0.78	0.88	0.85	0.87	0.83
Scenario IV	Skin lesion + clinical data	0.78	0.89	0.86	0.88	0.82