Hands-On Machine Learning for Algorithmic Trading

How to use decision trees in practice

In this section, we illustrate how to use tree-based models to gain insight and make predictions. To demonstrate regression trees we predict returns, and for the classification case, we return to the example of positive and negative asset price moves. The code examples for this section are in the notebook decision_trees unless stated otherwise.