L1 Regularization, L2 Regularization, Pruning, Support Vector Machine.
the depth of its trees. The primary parameter for this in Scikit-learn is max_depth. from sklearn.ensemble import RandomForestClassifier rf = RandomForestClassifier(max_depth=3, random_state=0) rf.fit(X_train, y_train) Conceptual Visualization: Imagine you’ve sculpted a beautiful but intricate tree