Lasso Regression, Ridge Regression, L1 Regularization, L2 Regularization.
Lasso, Ridge from sklearn.model_selection import train_test_split from sklearn.metrics import mean_squared_error # Load the Boston Housing dataset diabetes= load_diabetes() X, y = diabetes.data, diabetes.target # Split the data into training and testing sets X_train, X_test, y_train, y_test =