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Table 4 Classification accuracy using original EEG feature set against the optimal feature subset

From: Automatic seizure detection based on the combination of newborn multi-channel EEG and HRV information

Classifier Full-set Filter Wrapper
(5 features)
Error rate Error rate Number of features Error rate
Linear 0.39 0.24 5 0.24
Quadratic 0.43 0.37 4 0.36
1-NN 0.45 0.33 5 0.33
3-NN 0.53 0.39 4 0.37
5-NN 0.47 0.30 5 0.30