Development of an electrooculogram-based eye-computer interface for communication of individuals with amyotrophic lateral sclerosis

Table 1 Recognition accuracies for each participant with different classifiers

Participant Status	Participant number	DPW + SVM	DPW	DTW + SVM	DTW
Healthy	1	96.67	93.33	96.67	96.67
	2	83.33	90.00	83.33	83.33
	3	90.00	100.00	86.67	93.33
	4	96.67	93.33	86.67	96.67
	5	100.00	100.00	100.00	100.00
	6	100.00	100.00	100.00	93.33
	7	100.00	96.67	90.00	86.67
	8	100.00	93.33	100.00	96.67
	9	100.00	96.67	96.67	96.67
	10	93.33	96.67	96.67	96.67
	11	96.67	93.33	96.67	96.67
	12	96.67	90.00	100.00	93.33
	13	96.67	93.33	90.00	93.33
	14	96.67	90.00	93.33	86.67
	15	100.00	100.00	96.67	100.00
	16	96.67	90.00	90.00	83.33
	17	93.33	90.00	96.67	80.00
	18	86.67	86.67	93.33	90.00
	Avg.	95.74	94.07	94.08	92.41
	Std.	4.83	4.21	5.18	6.03
ALS	19	95.00	85.00	90.00	90.00
	20	70.00	80.00	66.67	73.33
	21	93.33	96.67	90.00	90.00
	Avg.	86.11	87.22	82.22	84.44
	Std.	13.98	8.55	13.47	9.62
Overall	Avg.	94.37	93.10	92.38	91.27
Overall	Std.	7.16	5.33	7.68	6.95

ISSN: 1743-0003