Linear Classifiers

Explore linear classifiers, their principles, and their training process.

What is a linear classifier?

Suppose we want to build a machine learning model to classify the following points into two categories based on their color. It is very easy to see that we can find a single point that separates them perfectly. The goal of our model is to find this point.

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