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Effective Methodology of Feature Selection on Feature Consisting Group Structure

Author(s):

Priya A. Dekate , Priyadarshini Bhagwati College of Engineering Nagpur ; Kapil N Hande, Priyadarshini Bhagwati College of Engineering Nagpur

Keywords:

Feature Selection, Group Structure, Redundant, Classification

Abstract

Feature selection has become an interesting research topic in recent years. It is an effective methodology to tackle the large amount of data. It is always better to select features from group rather than selecting feature individually. This help to increases accuracy and decreases computational time. This research paper introduced a new method for feature consisting group structure called efficient group feature selection (EGFS). The experimental computations of EGFS demonstrate the advantage of using feature selection method. Also it gives good result in selecting optimal feature subset from a group of features.

Other Details

Paper ID: IJSRDV5I50259
Published in: Volume : 5, Issue : 5
Publication Date: 01/08/2017
Page(s): 205-208

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