What are the best ways to interpret a confusion matrix?

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If you are a data scientist, you probably use confusion matrices to evaluate the performance of your prediction models. But do you know how to interpret them correctly and extract useful insights from them? In this article, you will learn what a confusion matrix is, what are the main metrics derived from it, and how to visualize and analyze it using Python.

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