This code first makes predictions using a regression model `reg`...

This code first makes predictions using a regression model reg on the input data X. Then it calculates the Mean Squared Error (MSE) between the actual target values y and the predicted values, and then calculates the R-squared score between y and the predicted values. Finally, it prints out the MSE and R-squared values.