Problem 3 Consider the problem of predicting whether a loan applicant will repay her loan obligations or become delinquent. Use greedy binary splitting and the Gini index to build a decision tree with three leafs based on the following training data. Provide all details. Verify your solution in R. Home owner Yes No No Yes No No Martial status Single Married Single Married Divorced Married Divorced Single Married Single Annual income >$85k >$85k $85k >$85k $85k >$85k $85k Default borrower No No No No Yes No No Yes No Yes No No No Problem 3 Consider the problem of predicting whether a loan applicant will repay her loan obligations or become delinquent. Use greedy binary splitting and the Gini index to build a decision tree with three leafs based on the following training data. Provide all details. Verify your solution in R. Home owner Yes No No Yes No No Martial status Single Married Single Married Divorced Married Divorced Single Married Single Annual income >$85k >$85k $85k >$85k $85k >$85k $85k Default borrower No No No No Yes No No Yes No Yes No No No