Double-Criteria Active Learning for Multiclass Brain-Computer Interfaces

Table 6

Mean accuracy (%) of the learning process on BCI Competition IV Dataset 2a.

Datasets	D-AL-ELM	AL-ELM	ELM-Entropy	PL-ELM
S1	83.78	83.64	83.32	83.76
S2	53.91	52.50	52.33	54.55
S3	85.66	86.06	85.57	84.39
S4	65.32	63.48	62.94	64.95
S5	49.06	48.90	47.79	48.00
S6	54.31	53.96	52.97	52.36
S7	83.15	83.34	82.45	81.96
S8	83.46	83.56	83.34	81.71
S9	83.57	82.80	82.39	82.91
Mean	71.36	70.92	70.34	70.51