Tag Archives: Decision Stump

ML Zoomcamp 2023 – Decision Trees and Ensemble Learning– Part 6

Decision Tree Learning Algorithm – Part 1/2 Before we dive deeper into parameter tuning, which is the topic of Part 8 of this chapter (Decision Trees and Ensemble Learning), let’s take a step back for a moment and explore how a decision tree can generate rules, as we’ve seen in the last article. In thisContinue reading “ML Zoomcamp 2023 – Decision Trees and Ensemble Learning– Part 6”

ML Zoomcamp 2023 – Decision Trees and Ensemble Learning– Part 5

The is part 2 of Decision Trees. While part 1 introduces the concept of a Decision Tree briefly, this section is about overfitting a decision tree and how to control the size of a tree. Decision Trees – Part 2/2 Let’s look back at the performance of our trained Decision Tree from part 1. OverfittingContinue reading “ML Zoomcamp 2023 – Decision Trees and Ensemble Learning– Part 5”