Table 3.

Percent correct classification for Non-Fatigue and Transition-to-Fatigue for the various features within subjects.

Subject	1D spectro_std %	Instant. Median Freq. %	Total Band Power %	New Spectral Index (FI2) %	Wavelet (DB3) %
1	82.1	53.2	73.31	62.95	74.43
2	86.27	50.32	62.4	51.75	61.33
3	82.55	54.71	59.49	55.55	62.61
4	75.69	49.79	55.94	63.02	54.82
5	84	55.77	67.53	53.35	75.93
6	86.84	51.52	59.14	57.38	71.46
7	75.88	60.36	57.67	63.11	74.39
8	80.71	51.4	72.22	60.46	72.24
9	88.93	55.47	64.88	65.09	61.36
10	72.86	55.71	62.94	52.44	72.33
AVG	81.58	53.83	63.55	58.51	68.09
STDEV	5.32	3.23	5.95	5.03	7.34