featsel: A framework for benchmarking of feature selection algorithms and cost functions

Author:

Reis Marcelo S.,Estrela Gustavo,Ferreira Carlos Eduardo,Barrera Junior

Funder

CNPq

São Paulo Research Foundation

Publisher

Elsevier BV

Subject

Computer Science Applications,Software

Reference20 articles.

1. An introduction to variable and feature selection;Guyon;J Mach Learn Res,2003

2. U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem;Ris;Pattern Recognit,2010

3. Reis MS, Minimization of decomposable in U-shaped curves functions defined on poset chains –algorithms and applications, Ph.D. thesis, Institute of Mathematics and Statistics, University of São Paulo, Brazil, (in Portuguese), 2012.

4. A direct method of nonparametric measurement selection;Whitney;IEEE Trans Comput,1971

5. Reis MS, Ferreira CE, Barrera J, The U-curve optimization problem: improvements on the original algorithm and time complexity analysis, 2014. ArXiv Preprint ArXiv:1407.6067, pp. 1–30.

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