Table 4. Results of maximum classification rate using TQWT with Q4 value (in %).

Classifier	Type	Network Parameters	SB	Feature	Individual Class Accuracy						ACC
					S	H	F	D	Su	A
DT	NC	Default	SB-4	AE	84.39	83.70	81.93	83.32	79.98	83.18	82.75
	PD	Default	SB-1	AE	84.98	83.13	81.25	80.97	80.16	81.70	82.03
KNNC	NC	NN = 7	SB-4	AE	89.18	89.86	87.48	88.98	86.77	89.32	88.60
	PD	NN = 9	SB-4	AE	91.41	87.27	86.09	86.11	85.68	87.40	87.33
KNNE	NC	NN = 8	SB-1	AE	92.90	91.18	88.61	89.53	87.83	91.30	90.23
	PD	NN = 16	SB-4	AE	91.60	88.18	86.28	86.86	85.83	88.44	87.86
KNNM	NC	NN = 6	SB-1	AE	92.85	91.08	89.06	89.43	87.26	90.95	90.10
	PD	NN = 9	SB-4	AE	91.15	88.28	85.52	87.10	85.83	88.13	87.67
KNNMin	NC	NN = 5	SB-1	AE	92.55	90.78	88.25	88.84	87.15	90.69	89.71
	PD	NN = 8	SB-4	AE	91.68	87.88	86.49	86.70	86.25	88.56	87.93
RF	NC	NE = 600	SB-1	AE	92.01	90.17	89.17	89.64	87.73	90.21	89.82
	PD	NE = 400	SB-1	Pw	91.74	88.82	88.21	87.15	86.35	88.11	88.39
PNN	NC	Sigma = 0.1	SB-1	AE	93.02	90.92	88.72	89.38	87.59	91.39	90.17
	PD	Sigma = 0.08	SB-4	AE	92.41	88.77	86.65	86.98	87.41	89.55	87.65
ELMT	NC	NHN = 1050	SB-1	AE	90.99	89.29	87.24	87.83	86.48	89.84	88.61
	PD	NHN = 900	SB-4	AE	88.91	86.20	84.11	85.64	84.17	86.60	85.94
ELMS	NC	NHN = 1200	SB-1	AE	91.16	88.92	87.41	88.26	86.98	90.07	88.80
	PD	NHN = 1000	SB-4	AE	89.93	86.41	85.19	85.89	85.17	87.07	86.61
ELMG	NC	NHN = 950	SB-1	AE	91.46	89.70	87.53	87.80	87.10	89.70	88.88
	PD	NHN = 1000	SB-4	AE	88.66	86.20	84.62	85.64	84.22	86.22	85.93
ELMH	NC	NHN = 1350	SB-1	AE	87.33	84.60	83.28	84.03	82.59	84.81	84.44
	PD	NHN = 1450	SB-4	AE	83.59	82.86	80.66	81.04	81.39	82.01	81.92