Sequential Probability Ratio Testing with Power Projective Base Method Improves Decision-Making for BCI

Table 2

Accuracy (%) of different classifiers on the BCI competition datasets.

Subject	LDA	SLDA	SVM	SSVM	Bayesian	SB
S1	87.8	90.0	87.1	92.1	86.4	92.1
S2	74.6	88.3	74.6	85.7	76.1	90.6
S3	64.4	68.2	64.4	65.4	62.2	83.1
S4	71.8	77.1	66.4	66.4	71.2	84.4
S5	64.0	64.0	60.9	63.1	61.4	66.6
S6	61.2	61.2	59.1	57.1	60.4	64.1
S7	61.1	55.0	61.1	57.6	59.8	65.0
S8	95.7	98.0	87.3	96.0	97.1	98.1
S9	78.2	83.6	73.7	84.2	77.9	85.9
S10	77.5	86.4	66.1	73.5	72.1	80.5
S11	78.8	80.1	76.7	83.1	78.2	79.7
S12	90.4	92.4	80.5	88.4	90.8	92.8
S13	82.8	89.8	72.6	87.7	80.8	86.5
Avg.	76.0	79.5	71.6	76.9	75.0	82.3