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Probability theory is one of the most fundamental tools we have for describing the universe. It is especially relevant to statistical classification and can be used to derive a multitude of important results and to inform our understanding. This article will help you understand probability theory and Bayes’ theorem and how they apply to statistical classification. It will also allow you to derive non-obvious results that can vastly improve and simplify your classification models.

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