“…Following the ABCD-rule of dermoscopy (Nachbar, Stolz, Merkle, Cognetta, Vogt, Landthaler, Bilek, Braun-Falco, and Plewig, 1994), descriptors chosen for characterizing different lesion classes consist of quantitative measures of asymmetry, border, and color information extracted by dermoscopic images. More details about ABCD-rule can be found, in example, in Bono, Tomatis, Bartoli, Tragni, Radaelli, Maurichi, and Marchesini (1999); Maglogiannis and Kosmopoulos (2006); Celebi, Kingravi, Uddin, Iyatomi, Aslandogan, Stoecker, and Moss (2007). Table 1 summarizes the descriptors of the skin lesions data set…”