Question: Given the training data below, use the ID3 algorithm and entropy-based information gain to construct a decision tree by hand. Show all the steps and

Given the training data below, use the ID3 algorithm and entropy-based information gain to construct a decision tree by hand. Show all the steps and follow the algorithm closely. Show the resulting decision tree. Show the "summary statistics" at each leaf node.

id Good Behavior Age < 30 Drug Dependent Recidivist 1 2 3 4 5 False False False True True True True False True False False Fa

id Good Behavior Age < 30 Drug Dependent Recidivist 1 False True False True 2 False False False False 3 False True False True 4 True False False False True False True True 6 True False False false

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