Gradient-Boosted Tree Regression with Pandas, Scikit-Learn, and PySpark
Abdelaziz Testas · Apress eBooks · 2023
In this chapter, we continue with supervised learning and tree-based regression. Specifically, we develop a gradient-boosted tree (GBT) regression model using the same housing dataset we used for decision tree and random forest regression in the preceding chapters. This way, we can have a better idea about which tree type performs better by comparing their performance metrics.