TABLE 3.

COMPARISON OF MCC VALUES FOR DIFFERENT ALGORITHMS

Data Set	Method 1	Method 2	SVM	k − NN (k = 1)	k − NN (k = 2)	k − NN (k = 3)	k − NN (k = 4)
Breast cancer	0.1660	0.1611	0.0718	0.0156	0.0168	0.0492	0.0492
Colon cancer	0.5210	0.5262	0.0809	0.3315	0.3157	0.3125	0.3060
Melanoma cancer	0.6029	0.6029	0.2299	0.5342	0.5062	0.5758	0.5708
Average	0.4300	0.4301	0.1275	0.2938	0.2796	0.3125	0.3087