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Table 10 Classification performance comparison of LBBB and RBBB using three classifiers

From: Detection of inter-patient left and right bundle branch block heartbeats in ECG using ensemble classifiers

Method

LBBB (%)

RBBB (%)

 

Se

PP

Se

PP

Minimum distance classifier

99.8

99.2

99.0

99.7

Linear discriminant classifier

99.7

99.6

99.6

99.6

Linear SVM

99.9

99.9

99.9

99.8

  1. The classifier with the best performance is expressed in bold. The feature vector was composed of the ICA features from both leads and a RR interval.