Table 3. SVM with Radial kernel classification report based on signaling pathways.

SVM Radial	Sensitivity	Specificity	Balanced accuracy
Metastatic Melanoma	0.909	0.937	0.923
Nevus	1	0.973	0.987
Primary Melanoma	0.879	0.941	0.91
Skin	0.88	1	0.94

Average balanced accuracy 0, 939.