Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface

Table 1

Number of samples to reach baseline for different methods.

Sub	Base	MIITAL	Reduction by MIITAL	Optimized	Reduction by optimized
A01	288	180	37.5%	40	86%
A02	288	180	37.5%	90	68.75%
A03	288	140	51.4%	40	86%
A04	288
A05	288			120	58%
A06	288	170	41%	40	86%
A07	288			100	65.3%
A08	288	60	79%	40	86%
A09	288	150	48%	70	75.7%
Mean	288		49%		76.56%

: baseline cannot be reached.