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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