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Friday, 11 June 2010 15:20

LMIFS Feature selection software

 

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This algorithm performs a greedy backward feature selection for supervised classification, with a multivariate mutual information criterion. The mutual information is calculated from entropy estimations based on the Leonenko-Kozachenko estimator.

Written in C++, CPU use optimized with Open-MP, and distributed under LGPLv2 license. Available for GNU/Linux and Mac.

Detailed algorithm explanation can be found in the PhD Thesis of Boyan Bonev.

 

 

Last Updated on Thursday, 30 September 2010 07:19