Problem 2. Consider a set of rules, H has only five rules. Suppose we sampled n points in the plane from a distribution D and find that one of the rules is consistent with 90% of the sample points. What is the smallest for which we can say that: With probability at least 1 , the rule misclassifies at most a .1+ fraction of all points of D? ( is a function of n, .) Now suppose n=1000. Give a minimum value,ue that,hat with probability at least 95%, the rule misclassifies at most a .1+ fraction of all points of D. In his, her, their, etc. problem B above, what can you say about the true error of the rule on points of a different distribution D?