Support Vector Machines (SVM) clearly explained: A python tutorial for classification problems with 3D plots

In this article I explain the core of the SVMs, why and how to use them. Additionally, I show how to plot the support vectors and the decision boundaries in 2D and 3D.

Serafeim Loukas, PhD

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Handmade sketch made by the author. An SVM illustration.

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Serafeim Loukas, PhD

Data Scientist @ Natural Cycles (Switzerland). PhD, MSc, M.Eng. Bespoke services on demand