Table 8.

Results on colon cancer dataset

Methods	accuracy	Precision	Recall	F-score	AUC
k = 1 (RBF)	0.894 ± 0.012	0.914 ± 0.010	0.825 ± 0.026	0.871 ± 0.017	0.963 ± 0.007
k = 1 (IM)	0.902 ± 0.010	0.917 ± 0.008	0.807 ± 0.023	0.892 ± 0.014	0.969 ± 0.008
k = 1 (LA)	0.872 ± 0.009	0.920 ± 0.009	0.786 ± 0.030	0.792 ± 0.035	0.953 ± 0.021
k = 2 (RBF+IM)	0.889 ± 0.020	0.907 ± 0.021	0.842 ± 0.030	0.860 ± 0.023	0.955 ± 0.012
k = 2 (IM+LA)	0.920 ± 0.015	0.945 ± 0.015	0.865 ± 0.021	0.882 ± 0.015	0.976 ± 0.014
k = 2 (RBF+LA)	0.918 ± 0.008	0.937 ± 0.004	0.879 ± 0.023	0.872 ± 0.030	0.957 ± 0.017
k = 3 (RBF+IM+LA)	0.927 ± 0.010	0.955 ± 0.015	0.881 ± 0.018	0.886 ± 0.018	0.983 ± 0.009

Experiments were repeated five times, with the average (±standard error) provided