A Dense Long Short-Term Memory Model for Enhancing the Imagery-Based Brain-Computer Interface

Table 6

The middle finger case study.

Samples	Actual gestures					Average accuracies (%)
	Subject 1 (%)	Subject 2 (%)	Subject 3 (%)	Subject 4 (%)	Subject 5 (%)
Random samples	91	94	89	95	94	92.6
Male	90	89	91	88	90	89.6
Female	96	91	92	90	93	92.4
15–20 years	89	90	89	91	87	89.2
20–25 years	90	92	92	91	90	91
25–30 years	91	93	92	91	94	92.2
30–35 years	91	92	90	93	92	91.6
35–40 years	90	92	90	92	93	91.4