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EURASIP Journal on Advances in Signal Processing

Table 6 Execution times for classification using full EEG–HRV feature and reduce feature sets

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

Algorithm

Feature fusion

(1-NN classifier)

Classifier fusion: linear classifier & 1-NN classifier Execution time (s)

Proposed classifiers + optimal feature sets

40.13

48.55

Proposed classifiers + full feature sets

209.34

189.95

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