A specialist in baseball analytics is interested in determining which variables are important in predicting a team’s wins in a given baseball season. He has collected data in Baseball that includes the number of wins, ERA, saves, runs scored, hits allowed, walks allowed, and errors for a recent season.

a. Using all the data as the training sample, develop a regression tree model to predict the number of wins.

b. What conclusions can you reach about the number of wins?