Easily Implement Multiclass SVM From Scratch in Python

Comes with a Free Deep Overview on SVMs

In this story, we shall implement the support vector machine learning algorithm in its general soft-margin and kernelized form. We will start by providing a brief overview of SVM and its training and inference equations, then subsequently translate these into code to develop the SVM model. Afterwards, we extend our implementation to handle multiclass scenarios and conclude by testing our model using Sci-kit Learn.

Thus, by the end of this story:

• You …

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