Introduction: Decision Trees and Random Forests
Get introduced to our topic for this chapter: tree-based machine learning models.
We'll cover the following...
Overview
In this chapter, we’ll shift our focus to another type of machine learning model that has taken data science by storm in recent years: tree-based models. In this chapter, after learning about trees individually, you’ll then learn how models made up of many trees, called random forests, can improve the overfitting associated with ...