Differential Evolution Based Channel and Feature Selection

Versione 1.4.0.0 (7,67 KB) da Rami Khushaba
http://dx.doi.org/10.1016/j.eswa.2011.03.028
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Aggiornato 24 lug 2011

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One of the fundamental motivations for feature selection is to overcome the curse of dimensionality problem. This code presents a novel feature selection method utilizing a combination of differential evolution (DE) optimization method and a proposed repair mechanism based on feature distribution measures. For more info please refer to http://dx.doi.org/10.1016/j.eswa.2011.03.028

Cita come

Rami Khushaba (2025). Differential Evolution Based Channel and Feature Selection (https://it.mathworks.com/matlabcentral/fileexchange/30877-differential-evolution-based-channel-and-feature-selection), MATLAB Central File Exchange. Recuperato .

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Versione Pubblicato Note della release
1.4.0.0

1-Code revision to run on different versions of Matlab.
2-Channel selection code also added.
1.3.0.0

Fixed a small issue preventing the code from running on older versions of Matlab
1.1.0.0

Dependency on two files from the optimization toolbox corrected.
1.0.0.0