Table 5.

Statistical classification performance of the DBN and SVM for the incomplete EEG with point and chunk removal.

	Incomplete EEG (point form) (%)		Incomplete EEG (chunk form) (%)
	DBN	SVM	DBN	SVM
S01	70.38 ± 2.93	69.68 ± 3.26	68.54 ± 3.13	68.68 ± 3.75
S02	70.34 ± 2.25	69.56 ± 3.17	67.82 ± 2.84	68.25 ± 3.35
S03	71.20 ± 3.49	70.64 ± 3.70	69.30 ± 3.36	69.82 ± 2.31
S04	71.24 ± 2.44	71.24 ± 2.44	68.30 ± 3.85	68.20 ± 3.90
S05	71.21 ± 2.34	69.51 ± 3.04	69.20 ± 4.02	68.34 ± 3.87
S06	70.52 ± 2.72	69.93 ± 2.94	69.36 ± 3.92	68.75 ± 3.84
S07	70.79 ± 2.21	70.23 ± 2.68	69.48 ± 3.53	69.04 ± 3.30
S08	70.49 ± 2.99	69.12 ± 3.39	69.83 ± 3.56	69.27 ± 3.97
S09	70.32 ± 2.45	69.08 ± 3.11	67.94 ± 4.02	68.35 ± 3.47
Mean	70.72 ± 2.65	69.89 ± 3.08	68.86 ± 3.58	68.74 ± 3.53

The maximum mean of comparative experiments were highlighted in the bold.