Research Article
EEG Eye State Identification Using Incremental Attribute Learning with Time-Series Classification
Table 4
Feature orderings for IAL approaches.
| Approaches | Description | Feature orderings |
| 1 | AD feature ordering with feature selection (in bold) | AVG(F8)-STD(FC5)- STD(T7)-STD(F3)-STD(F7)-STD(F4)-STD(P7)-STD(AF4)-STD(FC6)-STD(O2)-STD(F8)-STD(T8)-STD(AF3)-STD(P8)-STD(O1)-AVG(F7)-AVG(F3)-AVG(FC6)-AVG(F4)-AVG(FC5)-AVG(AF4)-AVG(T7)-AVG(P8)-AVG(AF3)-AVG(T8)-AVG(P7)-AVG(O2)-AVG(O1) |
| 2 | AD feature ordering | AVG1-STD1-STD2-AVG2 |
| 3 | Original ordering | AF3-F7-F3-FC5-T7-P7-O1-O2-P8-T8-FC6-F4-F8-AF4-AVG1-STD1 |
| 4 | AD feature ordering | F8-F7-FC6-F3-F4-FC5-T7-P8-T8-AF4-O2-P7-AF3-O1 |
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