Table 6.

Accuracies obtained for each subject in the within-subject experiments when a FB-CSP pipeline is adopted.

Subject	k-NN	SVM	LDA	ANN	RF	LR
#1	95.8	95.8	94.4	95.8	93.3	94.4
#2	95.8	92.2	92.2	93.1	92.2	95.8
#3	94.4	93.6	93.7	94.4	91.1	92.2
#4	95.8	98.6	98.1	99.0	94.4	94.4
#5	91.7	93.8	93.2	94.4	93.1	93.1
#6	97.2	96.2	95.8	97.2	93.9	95.8
#7	95.8	96.1	95.8	98.6	94.4	95.8
#8	97.2	98.6	97.2	99.0	97.2	97.0
#9	98.6	98.6	98.6	98.6	96.2	98.6
#10	92.0	94.6	94.4	97.2	95.8	94.5
#11	95.8	95.0	94.6	97.2	93.6	95.0
#12	94.4	94.7	94.4	97.2	92.3	94.4
#13	98.6	98.6	98.6	99.0	95.8	98.6
#14	95.8	95.7	95.8	95.8	97.2	94.4
#15	85.9	91.2	90.5	91.0	89.9	90.3
#16	95.4	97.2	96.7	98.2	97.2	97.0
#17	86.3	95.0	94.6	93.1	92.7	95.8
#18	93.1	91.4	90.2	92.0	92.7	93.0
#19	97.2	98.6	98.7	99.0	98.6	98.6
#20	94.4	98.5	97.2	95.8	95.4	97.2
#21	97.2	97.2	97.2	98.6	95.8	98.6
#22	98.6	97.9	97.4	99.0	95.4	97.2
#23	89.3	90.0	89.2	89.4	88.1	88.9
#24	95.2	97.9	97.3	98.7	98.6	98.3
#25	90.2	90.1	89.4	90.3	90.2	88.5
Average  ±  std.	94.4 ± 3.5	95.5 ± 2.8	95.0 ± 2.9	96.1 ± 3.0	94.2 ± 2.7	95.1 ± 2.9