Double-Criteria Active Learning for Multiclass Brain-Computer Interfaces

Table 3

Mean accuracy results of the learning processes on 9 datasets (%).

Dataset	D-AL-ELM	AL-ELM	ELM-Entropy	PL-ELM
Liver	67.59	67.46	67.14	66.14
Diabetes	76.31	76.13	76.12	74.60
Wdbc	96.18	96.18	96.11	94.69
Twonorm	97.38	97.25	97.25	97.13
Wine	96.08	95.72	95.64	95.79
Hayes-Roth	59.43	56.23	54.03	56.56
Iris	96.65	96.43	94.44	95.58
Segment	89.26	89.17	88.06	87.63
Letter	82.89	81.67	67.09	75.76