Assignment 2 Submission

[aravijay]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

This is an attempt to correctly set up a linear regression prediction model for miles per gallon versus a multivariate selection of predictor variables.

What did you learn from the changes you have made?

I've learned how to set up the proper prediction model and calculate its accuracy via RMSPE.

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

I also added the R2 score, just as a way to make the prediction more understandable from a usability standpoint.

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

N/A

How were these changes tested?

All changes were tested by making a separate repository, then running the ipynb again to make sure that no extenuating circumstances existed.

A reference to a related issue in your repository (if applicable)

Checklist

• I can confirm that my changes are working as intended