stefano-galelli/MATLAB_Iter​ativeInputSelection

MatLab implementation of the Iterative Input Selection (IIS) algorithm.

https://github.com/Critical-Infrastructure-Systems-Lab/MATLAB_Iterative_Input_Selection

Version 1.0.0.0 (160 KB)
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19 May 2023

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The MATLAB_IterativeInputSelection toolbox is a MatLab implementation of the Iterative Input Selection (IIS) algorithm proposed by Galelli and Castelletti (2013). This is a filter input (or feature) selection algorithm, which can handle multivariate, nonlinear datasets. It requires the MATLAB_ExtraTrees toolbox, which can be found at --> http://www.mathworks.com/matlabcentral/fileexchange/47372-rtaormina-matlab-extratrees

Cite As

Stefano Galelli (2026). stefano-galelli/MATLAB_IterativeInputSelection (https://github.com/Critical-Infrastructure-Systems-Lab/MATLAB_Iterative_Input_Selection), GitHub. Retrieved .

Acknowledgements

Inspired by: rtaormina/MATLAB_ExtraTrees

Categories

Find more on Dimensionality Reduction and Feature Extraction in Help Center and MATLAB Answers

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
1.0.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.