Question: For the scenario in Question 2, consider the bottom right question/decision rule, X113.32, which, if true, leads to a leaf node with 33 training observations

For the scenario in Question 2, consider the bottom right question/decision rule, "X113.32," which, if true, leads to a leaf node with 33 training observations in class 0 and 7 training observations in class 1 and, if false, leads to a leaf node with 6 training observations in class 0 and 19 training observations in class 1. Suppose an alternative question/decision rule existed at this node, which, if true, leads to a leaf node with 34 training observations in class 0 and 11 training observations in class 1 and, if false, leads to a leaf node with 5 training observations in class 0 and 15 training observations in class 1. True or false: this alternative question/decision rule is preferable to the original question/decision rule? (Remember that the idea behind classification trees is to create "purer" child nodes.)

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