Imposed target based modification of Taguchi method for feature optimisation with application in arrhythmia beat detection

作者：

Highlights：

• This paper shows a system for feature optimization using modified Taguchi method.

• This method can reduce the number of features, and classification hazards.

• This study enhances the rules of Taguchi method for the system has no exact output.

• This study classifies multiple clusters with less number of parameters.

• This method possesses minimal pre-processing with anchor point feature selection.

摘要

•This paper shows a system for feature optimization using modified Taguchi method.•This method can reduce the number of features, and classification hazards.•This study enhances the rules of Taguchi method for the system has no exact output.•This study classifies multiple clusters with less number of parameters.•This method possesses minimal pre-processing with anchor point feature selection.

论文关键词：ECG,Anchor points,Taguchi,Loss function,Impact score,Bayesian

论文评审过程：Received 16 October 2015, Revised 13 March 2016, Accepted 14 March 2016, Available online 17 March 2016, Version of Record 29 March 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.03.026