KU Data Science

The Task: Predict student debt using MSE as the evaluation metric in this regression problem. You may only use linear regression as your model. You cannot use any built in regularization techniques. You will perform feature engineering to improve your models performance beyond the basic linear regression with all variables. There are two parts of this assignment: 1) improve model estimation (MSE) beyond the baseline linear model (on both public and private leaderboards) 2) Write up what you’ve done. The job of the written portion of the homework is to convince me that: 1) Your new features work2) You understand what the new features are doing3) You had a clear methodology for incorporating the new features Make sure that you have examples and quantitative evidence that your features are working…


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