Exercise: Train a Random Forest Model Using the Entropy Criteria

Task

In the “Machine Learning” lesson of the “Decision Tree Learning” chapter, we trained a random forest model using the default criteria (criterion='gini'). The task here is to retrain the model using the entropy criteria and observe the difference in model evaluations.

Coding workspace

The provided workspace contains the required libraries and data. Let's try to code the solution for the task mentioned above.