Table 9.

EEG classification results for different values of N and m. These results should be compared with those of Table 8, where the same dataset was used, but with all the 4097 samples.

m	N	Sensitivity	Specificity	p	AUC
3	100	0.76	0.86	<0.0001	0.8604
3	200	0.83	0.83	<0.0001	0.8966
3	300	0.85	0.84	<0.0001	0.9183
3	400	0.86	0.86	<0.0001	0.9241
3	500	0.89	0.83	<0.0001	0.9336
3	1000	0.87	0.87	<0.0001	0.9362
4	100	0.75	0.85	<0.0001	0.8531
4	200	0.86	0.81	<0.0001	0.8898
4	300	0.86	0.80	<0.0001	0.9086
4	400	0.87	0.83	<0.0001	0.9167
4	500	0.83	0.88	<0.0001	0.9264
4	1000	0.86	0.87	<0.0001	0.9307
5	100	0.74	0.84	<0.0001	0.8441
5	200	0.82	0.82	<0.0001	0.8746
5	300	0.84	0.80	<0.0001	0.8963
5	400	0.85	0.83	<0.0001	0.8999
5	500	0.86	0.84	<0.0001	0.9132
5	1000	0.87	0.85	<0.0001	0.9260
6	100	0.73	0.83	<0.0001	0.8239
6	200	0.81	0.79	<0.0001	0.8513
6	300	0.82	0.79	<0.0001	0.8729
6	400	0.85	0.81	<0.0001	0.8800
6	500	0.86	0.81	<0.0001	0.8940
6	1000	0.89	0.81	<0.0001	0.9146
7	100	0.71	0.79	<0.0001	0.7991
7	200	0.78	0.79	<0.0001	0.8283
7	300	0.75	0.81	<0.0001	0.8461
7	400	0.87	0.82	<0.0001	0.8533
7	500	0.85	0.78	<0.0001	0.8700
7	1000	0.89	0.78	<0.0001	0.8942