Table 3. The results of four classifiers for the WDBC, PD, VC, and HS data set.

Data set	WDBC
classifiers	NB	3-NN	SVM-linear	SVM-poly
ACC	61.39	59.63	62.20	61.12
G-mean	53.68	47.88	53.29	66.19
F1	49.71	44.14	49.34	64.85
Data set	PD
classifiers	NB	3-NN	SVM-linear	SVM-poly
ACC	66.31	67.73	53.91	55.41
G-mean	51.71	10.13	37.30	40.70
F1	42.72	6.73	27.52	31.80
Data set	VC
classifiers	NB	3-NN	SVM-linear	SVM-poly
ACC	63.77	62.25	49.15	48.56
G-mean	30.55	15.98	44.61	46.66
F1	20.56	7.32	37.21	40.83
Data set	HS
classifiers	NB	3-NN	SVM-linear	SVM-poly
ACC	68.88	68.32	43.86	41.46
G-mean	18.57	7.62	28.75	32.46
F1	10.05	2.71	14.97	19.92