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MultiClass SVDD

version 1.0.8 (5.98 KB) by Alberto Carlevaro
Multiclass classification using Support Vector Data Description (SVDD).
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Updated7 Feb 2022

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MultiClass_SVDD

Multiclass classification using Support Vector Data Description (SVDD).

Matlab code.

A multiclass classification based on SVDD is presented in this MATLAB script. The code is a first attempt to describe and adapt to Matlab the useful but complicated problem of multiclass SVDD. The code is nonetheless functional and suitable for theoretical testing, with the intention of making it perform well in strongly applied cases. NClass_SVDD_exe.m is the example code of the multiclass SVDD, while NC_SVDD_TRAINING.m and NC_SVDD_TEST.m are the training and testing functions of the model respectively. Other functions have been included to allow the program to function properly.

Cite As Alberto Carlevaro (2022). NClass SVDD (//www.tianjin-qmedu.com/matlabcentral/fileexchange/104660-nclass-svdd), MATLAB Central File Exchange. Retrieved February 7, 2022.

ORCID:https://orcid.org/0000-0002-7206-5511

Cite As

Alberto Carlevaro (2022).MultiClass SVDD(https://github.com/AlbiCarle/MultiClass_SVDD/releases/tag/v1.0.8), GitHub. Retrieved.

ORCID: https://orcid.org/0000-0002-7206-5511

MATLAB Release Compatibility
Created with R2021b
Compatible with R2016b and later releases
Platform Compatibility
Windows macOS Linux

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