Does Bagging Help to Prevent Overfitting in Decision Trees?

Understand why decision trees are highly prone to overfitting and its potential remedies

Gurjinder Kaur
Towards Data Science
12 min readDec 13, 2023

--

Photo by Jan Huber on Unsplash

Introduction

Decision trees are a class of machine learning algorithms well known for their ability to solve both classification and regression problems, and not to forget the ease of…

--

--

Data Scientist @ CVS Health. Interested in reading and writing about Data Science and ML.