Consider the following table as a training set to predict customer's default status. Customer name Age Loan Default A 35 120000 N B 52 18000 N C 40 62000 Y D 60 100000 Y Question: Perform the Decision Tree Algorithm over it taking entropy as purity measure and state all the rules after constructing the tree. Predict the class of a new customer name = 'E' with the age as 48 and income as 148000.

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