Infinite Feature Selection

InfFS allows you to rank a huge list of feature, even more than 40000 features and 10000 samples.

Version 4.2.0 (23 KB)
1.5K Downloads
(4)
21 Dec 2016
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Cite As

Giorgio (2026). Infinite Feature Selection (https://au.mathworks.com/matlabcentral/fileexchange/54763-infinite-feature-selection), MATLAB Central File Exchange. Retrieved .

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
4.2.0

+ Infinite Feature Selection Dec. 2016: "Unsupervised" & "Supervised" versions.
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    Requires R2026b and later. Learn more
4.0.0

New methods
[1] InfFS
[2] ECFS
[3] mrmr
[4] relieff
[5] mutinffs
[6] fsv
[7] laplacian
[8] mcfs
[9] rfe
[10] L0
[11] fisher
[12] UDFS
[13] llcfs
[14] cfs
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3.0.0

- Added new method: Features Selection via Eigenvector Centrality (ECFS) 2016
- Updated the Infinite Feature Selection (InfFS) - Strong improvments on ranking accuracy 2016
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2.2.0

- New Inf-FS
- Added 9 feature Selection methods such as: SVM-RFE, Relief-F, mRMR, Laplacian, L0, FSV, Fisher, etc...
- Make file (C/C++ Compiler required)
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1.6.0

- some problems fixed
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1.5.0

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