1) Use the Naive Bayes method to compute the probability that a new borrower which owns a home, which is single and which has a high income will default. How would you classify this borrower?

2)According to the Naive Bayes method, what will be the impact of marrying on the probability of default for the borrower in (a)? You may assume that marrying does not affect any other characteristics.

HOME OWNER MARITAL STATUS INCOME DEFAULTED B1 no single high yes B2 yes married high no B3 yes single low no B4 no married high no B5 no divorced high yes B6 yes married low no B7 no divorced high no B8 yes single high yes B9 yes married low no B10 yes married low yes