Table 5.

LASSO accuracy results for different window length (single trial).

Subjects ID	WL = 0.5 s	WL = 0.75	WL = 1	WL = 1.25	WL = 1.5	WL = 1.75	WL = 2
S1	41.41	48.07	50.41	48.89	50.74	52.96	85.56
S2	49.19	56.22	63.63	61.11	64.44	64.81	88.52
S3	58.07	73.63	80.00	80.00	86.67	92.22	45.56
S4	69.44	80.41	88.81	89.63	92.59	94.81	95.56
S5	40.67	50.67	53.11	54.07	58.15	59.26	78.89
S6	58.81	68.44	76.22	77.04	81.85	85.56	51.48
S7	49.56	64.37	68.81	71.11	73.33	75.56	64.44
S8	34.85	41.41	50.67	53.33	61.11	65.19	81.85
S9	50.30	65.85	75.26	80.00	84.44	87.78	58.89
S10	48.81	66.59	76.59	78.15	82.22	84.07	52.22
S11	56.59	62.96	79.19	80.74	84.81	86.67	55.19
S12	39.19	44.74	40.15	40.00	44.07	41.85	81.11
S13	71.41	83.26	87.67	88.89	91.85	92.22	63.70
S14	56.59	66.22	70.15	71.11	74.07	75.56	75.19
S15	45.64	50.67	46.70	49.63	50.37	50.00	66.67
S16	44.74	48.81	55.81	54.81	61.11	60.74	94.07
S17	52.52	62.15	66.96	70.37	77.04	81.48	96.67
S18	44.37	49.56	55.85	52.96	55.56	54.07	63.70
S19	43.26	47.33	48.56	46.30	52.96	53.70	86.30
S20	46.22	55.11	65.48	68.15	72.96	75.56	77.04
S21	44.74	55.48	58.19	58.89	63.33	62.59	67.78
S22	52.63	59.44	61.41	63.33	67.04	70.74	88.89
Mean(SD)	49.95(9.1)	59.15(11.33)	64.52(13.67)	65.39(14.36)	69.58(14.43)	71.25(15.63)	73.60(15.44)