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Complete Tutorial: Support Vector Machines (SVM) in MATLAB

By echrif | March 29, 2026

Complete Tutorial: Support Vector Machines (SVM) in MATLAB

This tutorial offers a complete introduction to Support Vector Machines (SVM) in MATLAB, from the basic theory to practical implementation. It explains how SVM works for binary classification, multiclass classification, and regression, then shows how to build models step by step in MATLAB using functions such as fitcsvm, fitcecoc, and fitrsvm.


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