Double-Criteria Active Learning for Multiclass Brain-Computer Interfaces

Table 4

ALC comparisons of four methods on 9 datasets.

Dataset	D-AL-ELM	AL-ELM	ELM-Entropy	PL-ELM
Liver	0.7624	0.7610	0.7572	0.7447
Diabetes	0.7640	0.7624	0.7622	0.7469
Wdbc	0.9624	0.9623	0.9616	0.9474
Twonorm	0.9742	0.9729	0.9729	0.9715
Wine	0.9622	0.9584	0.9573	0.9584
Hayes-Roth	0.5959	0.5622	0.5395	0.5663
Iris	0.9676	0.9655	0.9450	0.9563
Segment	0.8939	0.8929	0.8812	0.8766
Letter	0.8330	0.8204	0.6718	0.7606