Using the same beer preference data in the file P17 05 xlsx, discretize the Income and Age variables according to their quartiles Then use the nave Bayes procedure to classify the 100 customers as having Regular or Light preference Based on these results, consider a new customer Male, Married, Inco...

Individual Gender Married Income Age Beer Preference 1 1 0 37779 45 Regular 2 0 1 44955 53 Regular 3 1 0 36896 48 Regular 4 1 1 70981 45 Light 5 1 0 38990 36 Regular 6 1 1 51126 41 Light 7 0 1 45133 5 ...

Using the same beer preference data in the file P17_05.xlsx, discretize the Income and Age variables according

Question:

Using the same beer preference data in the file P17_05.xlsx, discretize the Income and Age variables according to their quartiles. Then use the naïve Bayes procedure to classify the 100 customers as having Regular or Light preference. Based on these results, consider a new customer: Male, Married, Income $42,000, Age 47. How would you classify this customer?