EEG Eye State Identification Using Incremental Attribute Learning with Time-Series Classification

Table 1

Overview of sensor values.

	Eye state	Eye-closed				Eye-open
	Sensor	Min.	Mean	Max.	Std.	Min.	Mean	Max.	Std.
1	AF3	4198	4305	4445	33.46	1030	4297	4504	54.27
2	F7	3905	4005	4138	27.54	3924	4013	7804	52.37
3	F3	4212	4265	4367	20.13	4197	4263	5762	27.66
4	FC5	4058	4121	4214	21.31	2453	4123	4250	27.58
5	T7	4309	4341	4435	18.08	2089	4341	4463	29.54
6	P7	4574	4618	4708	17.44	2768	4620	4756	28.06
7	O1	4026	4073	4167	24.14	3581	4071	4178	18.60
8	O2	4567	4616	4695	18.44	4567	4615	7264	34.38
9	P8	4147	4202	4287	18.55	4152	4200	4586	17.69
10	T8	4174	4233	4323	19.36	4152	4229	6674	33.48
11	FC6	4130	4204	4319	23.71	4100	4200	5170	27.08
12	F4	4225	4281	4368	18.57	4201	4277	7002	36.62
13	F8	4510	4610	4811	32.79	86	4601	4833	59.88
14	AF4	4246	4367	4552	34.82	1366	4356	4573	52.28