Question: Boston Housing data. Random sample a training data set that contains 90% of the original data points. (i)Fit a regression tree (CART) on the training

Boston Housing data. Random sample a training data set that contains 90% of the original data points. (i)Fit a regression tree (CART) on the training data. Report the model's in- sample MSE performance. (ii)Test the out-of-sample performance. Using tree model built from (i) on the training data, test with the remaining 10% testing data. Report out-of- sample model MSE. (iii)Conduct linear regre

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