Multi-objective Evolutionary Feature Selection

Authors:
Partha Pratim Kundu;Sushmita Mitra
Affiliations:
Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India 700 108;Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India 700 108
Venue:
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Year:
2009

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Abstract

A new method of evolutionary feature selection, using multiobjective optimization in terms of fuzzy proximity and feature set cardinality, is developed. Results on two datasets indicate selection of the correct feature subset.