ROC Curve
Learn to compute and plot ROC curves to evaluate and compare random forest models after hyperparameter tuning. Understand how predicted probabilities and AUC scores reveal model performance differences, and practice creating reusable code for visualization.
We'll cover the following...
We'll cover the following...
In the first attempt, we saw improvements using random forest. Then, we did the hyperparameter tuning using randomized and grid search. We have the following three models based on random forest trees and their ...