2.1 Building a Bayesian model for events

The fake_news data set

Figure 2.1: Bayesian knowledge-building diagram for wether or not the article is fake

Two variables:
- fake vs real
- contains exclamation (!) or not

2.1.1 Workflow:

1. Prior probability model

2. A model for interpreting the data

3. Posterior probability model