Binary and Multi-class SVM
SVMs for classifying 2D data to 2 or more classes, with 3D/2D visualizations as output.
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Cite As
Karl Ezra Pilario (2026). Binary and Multi-class SVM (https://www.mathworks.com/matlabcentral/fileexchange/65232-binary-and-multi-class-svm), MATLAB Central File Exchange. Retrieved .
Acknowledgements
Inspired by: Red Blue Colormap, SVM
General Information
- Version 3.1.0 (21.8 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 3.1.0 | Included a reference in IEEE Trans. on Cybernetics. |
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| 3.1.0-0 | Changed the title; Made minor code corrections |
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| 3.0.0 | Added multi-class classification using DAG-SVM. |
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| 2.3.0 | Added an imbalanced data set with an overlap between classes. |
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| 2.2.0 | Wrote a red-white-blue colormap code where white must coincide with the decision boundary. |
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| 2.1.0 | Changed the description. |
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| 2.0.0 | Implemented 1-Norm Soft Margin SVM. |
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| 1.0.0 |
