Table 3.

Macro_F scores on experimental datasets. 1D, one-dimensional.

Channels	Number of Clusters	WMsorting		1D_CNN						Improvement
		F 1 = 3	F = 10	E1 2	E2	E3	E4	E5	E6
125	2	88.94	86.21	87.33	90.96	94.49	97.00	94.49	97.50	8.56
66	3	94.56	95.36	95.16	96.33	96.84	97.34	97.67	98.17	2.81
69	3	96.43	96.49	97.33	97.34	97.66	96.34	97.15	98.17	1.68
77	3	84.05	87.84	89.45	91.78	91.67	96.33	95.97	97.33	9.49
79	3	91.59	92.28	91.49	95.49	94.99	96.35	96.33	96.16	3.88
84	3	92.26	94.02	96.51	98.17	98.00	98.00	97.67	99.00	4.98
91	3	94.37	95.29	94.33	96.00	95.32	95.32	95.32	96.30	1.01
92	3	92.31	94.38	93.33	95.51	94.63	95.65	95.51	95.65	1.27
94	3	87.29	88.61	88.50	88.11	93.01	92.14	93.50	94.36	5.75
98	3	66.18	72.73	74.66	80.06	79.33	90.25	90.00	90.14	17.41
99	3	83.29	87.16	81.69	90.58	91.74	92.09	90.35	93.29	6.13
100	3	89.92	90.64	88.31	93.38	96.00	94.98	96.17	97.66	7.02
101	3	84.28	85.62	87.34	90.78	94.01	94.00	93.80	95.85	10.23
108	3	90.29	90.61	93.30	94.34	94.65	95.67	94.87	95.50	4.89
109	3	90.29	92.52	94.18	94.00	95.83	94.01	95.00	97.49	4.97
114	3	92.49	91.06	91.82	92.73	93.43	95.66	96.99	96.32	3.83
115	3	89.90	88.61	91.33	92.78	94.44	94.62	95.63	96.14	6.24
122	3	86.11	90.60	90.35	93.30	94.44	96.84	95.97	96.01	5.41
124	3	79.23	85.07	86.72	88.24	88.48	93.77	92.68	96.83	11.76
67	4	85.34	87.06	93.54	94.47	93.48	95.99	95.84	96.36	9.30
68	4	78.06	80.35	81.99	84.10	88.03	92.00	90.17	90.80	10.45
70	4	85.96	88.72	89.01	92.02	92.99	94.99	93.72	95.24	6.52
83	4	84.19	86.10	92.43	94.25	94.52	93.52	94.35	96.76	10.66
95	4	88.06	89.79	92.86	90.61	93.17	92.94	93.54	96.07	6.28
107	4	85.10	86.71	91.21	93.83	95.76	96.49	95.65	95.01	8.30
116	4	84.12	86.19	95.44	94.97	95.68	98.62	98.75	99.00	12.81
82	5	46.22	53.58	67.72	72.47	78.41	80.27	78.43	83.63	30.05
126	5	86.17	89.65	97.19	97.49	97.38	98.39	98.59	98.40	8.75

¹ Feature dimensions; ² experiment.