Data Science, Machine Learning, Regression, Data Analysis, Statistics.
(alpha = 1.0) lasso.fit(X_train, y_train) Initialize and fit the Ridge model ridge = ridge (alpha = 1.0) ridge.fit(X_train, y_train) # Initialize and fit the Elastic Net model elastic_net = ElasticNet(alpha=1.0, l1_ratio=0.5) elastic_net.fit(X_train, y_train) Step 3: Model Evaluation Predicting and