Model Correction

You have been provided with a linear regression model with RMSE = 2.8 on train data. The model provides an RMSE of 18.9 on the unseen test dataset. What would you do to correct the model?

Create higher-order features

Interchange the test and train dataset

Build a regularised regression model

All of the above