Support Vector Machine (SVM) for Binary and Multi-Class Classification: Hands-On with Scikit-Learn

Using Python and Google Colab

Carla Martins
Towards AI
Published in
7 min readMar 22, 2022

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Support Vector Machine (SVM) is a classification algorithm based on the linear model. It allows for binary or multi-class classification (applying the one-vs-rest technique). In this article, I will guide you on a full hands-on tutorial to implement…

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Compulsive learner. Passionate about technology. Speaks C, R, Python, SQL, Haskell, Java and LaTeX. Interested in creating solutions.