Feature Importance
Learn about the importance of features.
Decision tree and random forest modules allow us to retrieve the importance of individual features after training by using the feature_importances_ attribute of a trained model instance. The higher the value is, the more important the respective feature will be. We must grab the feature importance from the individual trees and compute the mean for bagged decision trees.