The complete code for ElasticNet regularized regression to train the model to predict the Boston house pricing is provided in the notebook ch-04a_Regression. On running the model, we get the following result:
For test data : MSE = 30.64861488, R2 = 0.63979971
Plotting the values of loss and MSE, we get the following plots:
We get the following plot for R-squared:
