Double-Criteria Active Learning for Multiclass Brain-Computer Interfaces

Table 7

ALC values of the four methods on BCI Competition IV Dataset 2a.

Datasets	D-AL-ELM	AL-ELM	ELM-Entropy	PL-ELM
S1	81.22	0.8109	0.8076	81.21
S2	0.5238	0.5100	0.5085	0.5296
S3	0.8302	0.8340	0.8291	0.8177
S4	0.6340	0.6159	0.6105	0.6308
S5	0.4764	0.4749	0.4638	0.4662
S6	0.5276	0.5241	0.5144	0.5088
S7	0.8066	0.8085	0.7996	0.7952
S8	0.8090	0.8100	0.8079	0.7923
S9	0.8103	0.8032	0.7992	0.8042