1. Fit a line to the data set using least squares approach.
2. Calculate R^2
3. Calculate p-value for the R^2

Calculating R^2

1. Using the best-file line chosen using the least squares approach, we use test data to verify how good estimate the line provides.

Evaluation Metrics #

• Mean Square Error
• Mean Absolute Error
• Root Mean Squared Error