Solution: Train a Decision Tree Model Using the Gini Criteria
Explore how to train a decision tree model using the Gini criterion and evaluate its performance through classification reports and confusion matrices. This lesson guides you step-by-step in implementing and assessing decision tree algorithms, helping you understand differences in metrics compared to entropy criteria for improved predictive analysis in business contexts.
We'll cover the following...
We'll cover the following...
Let’s practice what we have learned so far.
Task
In the "Machine Learning" lesson of the “Decision Tree Learning” chapter, we ...