Naive Bayes classifiers is a family of classifiers based on the famous Bayes theorem. This section will take us a bit off topic (which is why I am including it at the end), but it is worth having this family of models in your predictive analytics toolbox. We will briefly review some important probability concepts and will discuss the intuition behind this classifier; then we will use it in our problem.
Naive Bayes classifiers
Conditional probability
This section is by no means a mathematically rigorous discussion of probability concepts: we will focus on the intuition and will make some calculations to make the concepts more concrete.
In this section, we will use the same dataset we have been using and assume that we can accurately...
