Problem 5 [15 points] Consider the data presented in the following table and gure. Two predictors, X and Y, are used for predicting a student's GPA: X is the portion of classes attended and Y is the intensity of outside class preparation on a scale of 0 t0 1. Students are grouped into three categories: high achievers (V), average achievers (0), low achievers (El). a. Using these training data three Fisher's Linear Classification Functions were computed. They are shown in the table below. Classify two new students for whom X = 0.7, Y = 0.6 and X = 0.2, Y = 0.3 into one of the three classes using discriminant analysis. b. Convert these score to probabilities and then classify the two students using the highest probability rule. Comment on the accuracy of results