A Fast and Accurate Feature Selection Algorithm Based on Binary Consistency Measure

Author:

Shin Kilho1,Miyazaki Seiya2

Affiliation:

1. Graduate School of Applied Informatics; University of Hyogo; Kobe Japan

2. Panasonic Corporation; Osaka Japan

Publisher

Wiley

Subject

Artificial Intelligence,Computational Mathematics

Reference24 articles.

1. Learning Boolean concepts in the presence of many irrelevant features;Almuallim;Artificial Intelligence,1994

2. Consistency measures for feature selection;Arauzo-Azofra;Journal of Intelligent Information Systems,2008

3. Blake C. S. Merz C. J. 1998 UCI repository of machine learning databases Irvine

4. Statistical comparisons of classifiers over multiple data sets;Demšar;Journal of Machine Learning Theory,2006

5. An extension on “Statistical comparisons of classifiers over multiple data sets” for all pairwise comparisons;Garcia;Journal of Machine Learning Theory,2008

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