Table 2. Results of maximum classification rate using TQWT with Q2 value (in %).

Classifier	Type	Network Parameters	SB	Feature	Individual Class Accuracy						ACC
					S	H	F	D	Su	A
DT	NC	Default	SB-3	AE	86.84	86.86	84.41	85.64	82.92	86.04	85.45
	PD	Default	SB-5	AE	86.63	85.26	85.75	83.11	85.31	91.39	86.24
KNNC	NC	NN = 5	SB-4	AE	92.92	93.44	90.35	92.64	90.92	91.41	91.94
	PD	NN = 6	SB-5	AE	93.77	90.75	92.38	91.63	91.84	95.34	92.61
KNNE	NC	NN = 5	SB-1	AE	94.97	94.60	91.67	92.92	90.61	92.78	92.92
	PD	NN = 9	SB-5	AE	94.46	91.42	93.16	92.24	92.19	95.77	93.21
KNNM	NC	NN = 10	SB-1	AE	94.98	94.72	91.20	92.36	90.57	92.76	92.76
	PD	NN = 8	SB-5	AE	94.10	91.32	92.86	92.20	92.41	95.71	93.10
KNNMin	NC	NN = 6	SB-1	AE	95.24	94.51	91.48	92.80	90.40	93.00	92.90
	PD	NN = 5	SB-5	AE	94.46	91.37	93.37	92.24	92.20	95.77	93.23
RF	NC	NE = 550	SB-5	AE	94.10	94.24	91.74	92.08	91.60	92.57	92.71
	PD	NE = 450	SB-5	AE	94.95	91.88	90.89	91.39	90.02	91.55	91.77
PNN	NC	Sigma = 0.1	SB-1	AE	95.02	95.12	92.03	93.06	91.22	93.07	93.25
	PD	Sigma = 0.06	SB-5	AE	94.58	92.14	94.03	92.86	92.99	96.11	90.79
ELMT	NC	NHN = 1200	SB-1	AE	92.08	92.92	90.82	92.08	89.31	91.86	91.51
	PD	NHN = 1200	SB-5	AE	91.48	90.03	90.73	89.83	91.46	94.38	91.32
ELMS	NC	NHN = 1050	SB-1	AE	92.48	92.66	90.66	91.94	89.57	91.86	91.53
	PD	NHN = 950	SB-5	AE	91.82	90.80	91.35	90.33	91.86	94.72	91.81
ELMG	NC	NHN = 1200	SB-1	AE	92.03	92.64	90.50	91.46	89.76	91.94	91.39
	PD	NHN = 950	SB-5	AE	91.86	90.40	91.20	89.72	90.50	94.41	91.35
ELMH	NC	NHN = 1400	SB-1	AE	87.76	87.88	86.32	87.45	85.03	87.36	86.97
	PD	NHN = 1450	SB-5	AE	87.22	86.25	87.66	85.02	86.41	91.94	87.41