Table 3.

‘Rest’ vs. ‘Start’ classification accuracy, sensitivity and specificity for all the subjects using different data windows

	Subjects	Data windows
Accuracy(%)		[-1 1]	[-1.5 0.5]	[-2 0]	[-1.5 0]	[-1 0]
	S1	80.63	75.46	73.07	74.77	80.30
	S2	73.76	69.23	70.71	66.18	75.19
	S3	83.35	76.45	74.12	76.15	82.67
	S4	71.20	71.82	66.66	72.16	69.81
	S5	73.52	75.81	74.31	75.41	74.97
	S6	75.13	78.25	73.04	75.00	77.63
	S7	75.22	73.74	71.65	71.97	73.45
	A1	75.88	68.88	73.17	70.98	71.96
	A2	81.49	82.80	81.55	83.21	81.73
Sensitivity(%)	S1	75.14	63.00	58.71	58.90	73.71
	S2	68.30	68.35	49.29	59.56	77.80
	S3	80.14	78.90	69.57	80.95	83.67
	S4	65.43	58.05	55.00	69.48	66.24
	S5	60.05	71.65	81.59	72.20	66.48
	S6	70.54	64.46	76.43	53.93	68.21
	S7	73.52	66.04	63.85	59.62	72.80
	A1	71.61	56.96	73.21	64.11	63.39
	A2	77.50	67.50	70.00	69.17	83.33
Specificity(%)	S1	86.19	87.48	87.52	90.29	86.95
	S2	79.23	70.11	92.14	72.80	72.58
	S3	86.29	74.05	78.43	71.29	81.43
	S4	76.95	85.57	77.86	74.95	73.57
	S5	86.76	79.95	67.14	78.41	83.30
	S6	79.46	92.14	68.93	95.89	86.96
	S7	76.92	81.26	79.29	84.12	74.07
	A1	80.36	80.18	73.21	77.32	79.64
	A2	90.00	93.33	91.67	96.67	80.83