Multiclass Classification of Imagined Speech Vowels and Words of Electroencephalography Signals Using Deep Learning

Table 3

Model evaluation reports.

Imagined speech	Precision	Recall	F1-score
	0.97	0.95	0.96
	0.92	0.96	0.94
	0.98	0.96	0.97
	0.96	0.98	0.97
	0.99	0.97	0.98
Up	0.98	0.99	0.98
Down	0.93	0.98	0.95
Forward	0.98	0.95	0.96
Back	0.98	0.98	0.98
Right	0.96	0.95	0.96
Left	0.98	0.96	0.97