Cobra toolbox for feature selection

Version 1.1.0.0 (10.5 KB) by Tofigh
Cobra toolbox contains feature selection algorithms based on mutual information.
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Updated 18 Nov 2014

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COBRA is a Matlab toolbox I developed for feature selection based on mutual information. At each round, it solves a Semidefinte programing problem to select the optimal feature set. The details of this program can be found in "A Semidefinite Programming Based Search Strategy for Feature Selection with Mutual Information Measure". However, regardless of its details it is quite easy to use. Just download it and look at the demo_COBRA.m it has several examples and shows step-by-step how to use this tool. Enjoy!
more details: "A Semidefinite Programming Based Search Strategy for Feature Selection with Mutual Information Measure", IEEE Trans. on pattern analysis and machine intllligence.

Cite As

Tofigh (2024). Cobra toolbox for feature selection (https://www.mathworks.com/matlabcentral/fileexchange/48488-cobra-toolbox-for-feature-selection), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2014a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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COBRA/

Version Published Release Notes
1.1.0.0

License was corrected.