Understanding Models

In this chapter, we're going to look into general model interpretation. We will have a look at the different types of predictive models. Then we will interpret some machine learning models using various techniques.

We will be covering the following topics in this chapter:

• Types of models
• Using graphs to interpret machine learning models
• Using statistics to interpret machine learning models
• Using decision trees to interpret machine learning models