# Bayes’ Theorem in Plain English

## Simplest explanation of Bayes’ Theorem

3 min readNov 4, 2021

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Assume we have a hypothetical machine learning model that has been used to obtain predicted class values (**class 0** and **class 1**) as shown in **Table 1** below.