Table 5.

Classification performance of RdisEn and WPD (various basis) based statistical features by using KNN and SVM classifiers.

Wavelet basis	NoF	KNN			SVM
		Acc(%)	Sen(%)	Spe(%)	Acc(%)	Sen(%)	Spec(%)
db1	3	96.08 ± 0.38	97.5	94.75 ± 0.79	96.08 ± 0.38	97.25 ± 0.79	95
	4	96.08 ± 0.38	97.5	94.75 ± 0.79	96.06 ± 0.59	97.5 ± 1.79	95.24 ± 0.77
	5	96.34 ± 0.72	97.5	95.25 ± 1.42	95.6 ± 0.85	97.25 ± 0.79	94 ± 1.29
db2	3	96.08 ± 0.38	97.5	94.75 ± 0.79	97.12 ± 0.84	99.25 ± 1.69	95
	4	97.25 ± 0.79	100	94.5 ± 1.58	97.37 ± 0.41	99.75 ± 0.79	95
	5	96.48 ± 0.99	98 ± 1.97	95	96.6 ± 0.86	98.25 ± 1.69	95
db3	3	96.33 ± 0.41	97.75 ± 0.79	95	95.6 ± 0.85	96.5 ± 1.75	94.75 ± 0.79
	4	97.37 ± 0.41	99.75 ± 0.79	95	96.6 ± 0.86	98.5 ± 1.75	94.75 ± 0.79
	5	95.72 ± 0.62	96.5 ± 1.29	95	96.46 ± 0.54	98 ± 1.05	95
db4	3	95.96 ± 0.51	97 ± 1.05	95	95.38 ± 1.31	95.75 ± 2.65	95
	4	97.37 ± 0.41	99.75 ± 0.79	95	96.23 ± 1.17	97.5 ± 2.36	95
	5	97.37 ± 0.41	99.75 ± 0.79	95	95.24 ± 0.95	95.5 ± 1.97	95
db5	3	95.84 ± 0.58	97 ± 1.05	94.75 ± 0.79	95 ± 1.26	95 ± 2.63	95
	4	96.23 ± 1.02	97.75 ± 0.79	94.75 ± 1.84	95.85 ± 0.83	97 ± 1.05	94.75 ± 1.42
	5	96.74 ± 1.22	98.75 ± 1.32	94.75 ± 1.84	95.60 ± 1.34	96.75 ± 1.69	94.50 ± 1.58
db6	3	95.96 ± 0.51	97.50	94.50 ± 1.05	95.97 ± 0.78	97 ± 1.58	95
	4	97.24 ± 0.55	100	94.5 ± 1.05	96.73 ± 0.89	98.50 ± 1.75	95
	5	95.85 ± 0.83	97.50 ± 1.18	94.25 ± 1.21	95.48 ± 0.84	96.50 ± 1.75	94.50 ± 1.05
harr	3	96.08 ± 0.38	97.50	94.75 ± 0.79	96.08 ± 0.38	97.25 ± 0.79	95
	4	96.08 ± 0.38	97.50	94.75 ± 0.79	96.21 ± 0.59	97.50 ± 1.18	95.24 ± 0.77
	5	96.34 ± 0.71	97.50	95.25 ± 1.42	95.60 ± 0.85	97.25 ± 0.79	94 ± 1.23
coif1	3	96.08 ± 0.38	97.50	94.75 ± 0.79	95.84 ± 0.81	97 ± 1.05	94.75 ± 0.79
	4	95.96 ± 0.51	97.50	94.50 ± 1.05	95.85 ± 1.01	97.25 ± 1.42	94.50 ± 1.05
	5	97.24 ± 0.55	99.75 ± 0.79	94.75 ± 0.79	96.24 ± 1.31	98 ± 1.97	94.50 ± 1.05
coif2	3	96.33 ± 0.41	97.75 ± 0.79	95	97.11 ± 0.63	99.25 ± 1.21	95
	4	97.37 ± 0.41	99.75 ± 0.79	95	97.24 ± 0.55	99.5 ± 1.05	95
	5	97.50	100	95	97.24 ± 0.55	100	94.50 ± 1.05
coif3	3	95.96 ± 0.51	97.25 ± 0.79	94.75 ± 0.79	96.98 ± 0.98	97 ± 1.97	95
	4	96.98 ± 0.67	99.25 ± 1.21	94.75 ± 0.79	96.99 ± 0.88	99 ± 1.75	95
	5	95.84 ± 0.58	96.75 ± 1.21	95	95.36 ± 0.58	95.75 ± 1.21	95

NoF, number of features.