10.7 Reference

Penn State University, STAT 508: Applied Data Mining and Statistical Learning, “Lesson 11: Tree-based Methods”. https://newonlinecourses.science.psu.edu/stat508/lesson/11.

Brownlee, Jason. “Classification And Regression Trees for Machine Learning”, Machine Learning Mastery. https://machinelearningmastery.com/classification-and-regression-trees-for-machine-learning/.

Brownlee, Jason. “A Gentle Introduction to the Gradient Boosting Algorithm for Machine Learning”, Machine Learning Mastery. https://machinelearningmastery.com/gentle-introduction-gradient-boosting-algorithm-machine-learning/.

DataCamp: Machine Learning with Tree-Based Models in R

An Introduction to Statistical Learning by Gareth James, et al.

SAS Documentation

StatMethods: Tree-Based Models

Machine Learning Plus

GBM (Boosted Models) Tuning Parameters from Listen Data

Harry Southworth on GitHub

Gradient Boosting Classification with GBM in R in DataTechNotes

Molnar, Christoph. “Interpretable machine learning. A Guide for Making Black Box Models Explainable”, 2019. https://christophm.github.io/interpretable-ml-book/.