An Ensemble of Transfer Learning Models for the Prediction of Skin Lesions with Conditional Generative Adversarial Networks

Table 1

Dataset statistics.

Class	Train	Validation	Test	Total	Benign/malignant
Actinic keratosis (AKIEC)	236	26	65	327	Benign or malignant
Basal cell carcinoma (BCC)	371	41	102	514	Malignant
Benign keratosis (BKL)	792	88	219	1099	Benign
Dermatofibroma (DF)	83	9	23	115	Benign
Melanoma (MEL)	802	89	222	1113	Malignant
Nevus (NV)	4828	536	1341	6705	Benign
Vascular lesion (VASC)	103	11	28	142	Benign or malignant