Computational Intelligence and Neuroscience / 2018 / Article / Tab 1

Research Article

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% 4086%
A02 288 180 37.5% 90 68.75%
A03 288 140 51.4% 40 86%
A04 288
A05 288120 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.