For 130 wines (59 of Type 1 and 71 of Type 2) = Alcohol and = Alkalinity were measured. Following linear score function coefficients (upper) and confusion table (lower) were obtained for classification into each type using equal priors. Type 1 2 Constant -418 -350 Alcohol 56.79 51.24 Alkalinity 3.29 3.50 From Into 1 2 1 56 3 2 6 65 Write the linear score functions for two types of wines. For a wine with measurements [13, 20], calculate the posterior probability that it is of type 1. Based on the posterior probability you calculated in part B, how would you classify the observation: Type 1 or Type 2? What’s the misclassification rate for all wines in this data set?
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