Time-Frequency Analysis of EEG Signals and GLCM Features for Depth of Anesthesia Monitoring

Table 3

Classification accuracy of the proposed DoA classification.

Channel	Subject						Average	Min	Max
	1	2	3	4	5	6
1 (Fp1)	77.80	65.72	68.68	55.72	74.48	83.51	70.98	55.72	83.51
2 (Fp2)	66.36	73.58	64.44	70.99	67.44	75.64	69.74	64.44	75.64
3 (F7)	65.21	74.37	64.75	61.83	77.41	74.35	69.65	61.83	77.41
4 (F3)	67.27	79.08	63.08	57.25	66.42	69.41	67.08	57.25	79.08
5 (Fz)	64.53	77.98	62.02	52.29	70.67	66.30	65.63	52.29	77.98
6 (F4)	69.56	63.36	73.97	50.76	74.34	82.41	69.07	50.76	82.41
7 (F8)	79.40	66.03	63.84	60.67	59.97	73.62	67.25	59.97	79.40
8 (T7)	73.22	79.24	69.74	67.93	79.03	84.06	75.54	67.93	84.06
9 (C3)	64.98	60.84	76.85	70.61	68.47	84.79	71.09	60.84	84.79
10 (Cz)	69.10	79.24	77.91	67.93	57.33	78.20	71.62	57.33	79.24
11 (C4)	67.73	71.06	68.38	53.81	76.39	81.86	69.87	53.81	81.86
12 (T8)	67.96	72.32	56.88	67.93	62.17	69.04	66.05	56.88	69.04
13 (P3)	73.68	64.62	72.31	54.19	62.31	78.75	67.64	54.19	78.75
14 (Pz)	69.56	63.99	66.26	68.32	73.61	74.35	69.35	63.99	74.35
15 (P3)	77.34	76.25	75.34	51.52	67.88	81.68	71.67	51.25	81.68
All	94.5	94.65	93.34	95.8	96.92	96.7	95.32	93.34	96.92