Machine Learning For Absolute Beginners: A Plain English Introduction (Second Edition) (Learn AI & Python for Beginners)

by Oliver Theobald

One drawback of using random forests and gradient boosting is that we return to a black-box technique and sacrifice the visual simplicity and ease of interpretation that comes with a single decision tree.