Subject archive for "svm"

Data Science

Fitting Support Vector Machines via Quadratic Programming

In this blog post we take a deep dive into the internals of Support Vector Machines. We derive a Linear SVM classifier, explain its advantages, and show what the fitting process looks like when solved via CVXOPT - a convex optimisation package for Python.

By Nikolay Manchev18 min read

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