Table 1.

Influence of the short-time window on the bi-class classifier accuracy performed by each tested Entropy-based estimator. Notation ${}^{*}$ stands for the values of $\tau$ reaching the best accuracy of MI tasks. Note that individuals are ranked in decreasing order to rate the BCI literacy. The best individual scores are underlined while the best values performed between the estimators are marked in black.

#	SampleEnt			FuzzyEnt			VQEnt
$\mathbf{\tau }$ [s]	2	1.5	1 *	2	1.5 *	1	2	$\mathbf{1.5}$	1 *
B09T	94.9 ± 8.3	95.7 ± 6.8	94.1 ± 5.21	94.2 ± 7.1	95.1 ± 7.2	95.0 ± 5.4	96.8 ± 5.2	96.6 ± 6.7	97.4 ± 4.0
B08T	94.4 ± 8.9	94.3 ± 8.3	92.0 ± 10.0	96.9 ± 3.8	96.1 ± 5.4	92.7 ± 8.7	97.6 ± 3.6	95.4 ± 6.2	92.4 ± 3.2
B03T	94.9 ± 3.4	91.3 ± 7.0	88.2 ± 6.4	89.7 ± 5.9	88.9 ± 6.8	86.1 ± 6.5	94.1 ± 5.4	92.0 ± 6.1	89.2 ± 8.6
B01T	81.2 ± 12.4	80.2 ± 14.7	78.2 ± 11.1	79.6 ± 11.1	81.1 ± 8.7	80.4 ± 11.6	81.9 ± 7.9	80.4 ± 9.2	81.1 ± 7.5
B05T	71.7 ± 11.4	73.7 ± 12.9	74.8 ± 12.4	73.0 ± 10.7	79.3 ± 6.9	75.5 ± 8.6	68.4 ± 10.2	71.4 ± 15.2	72.1 ± 10.3
B06T	70.3 ± 16.3	75.4 ± 12.8	72.9 ± 10.9	69.5 ± 11.2	73.9 ± 13.8	75.9 ± 6.2	69.6 ± 14.1	74.8 ± 12.2	77.5 ± 7.3
B07T	66.9 ± 11.9	67.7 ± 14.7	71.0 ± 10.7	67.8 ± 14.9	70.0 ± 14.3	70.1 ± 13.1	72.7 ± 13.8	71.9 ± 16.5	74 ± 10.1
B02T	59.4 ± 13.8	61.3 ± 8.7	68.5 ± 11.7	56.6 ± 7.7	60.9 ± 10.9	67.5 ± 16.8	65.7 ± 12.2	67.5 ± 11.0	73.5 ± 11
B04T	60.5 ± 11.8	62.1 ± 15.5	62.9 ± 11.0	58.1 ± 10.9	64.2 ± 6.5	65.1 ± 8.9	65.8 ± 14.3	73.2 ± 12.0	71.2 ± 10.7
Mean	77.1 ± 10.9	78.0 ± 11.3	78.0 ± 9.9	76.2 ± 9.3	78.8 ± 9.0	78.7 ± 9.5	79.2 ± 9.7	80.4 ± 10.6	80.9 ± 8.1