Question 3 (20 Marks): Classification is the process of learning a model that describes different classes of data and th

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Question 3 20 Marks Classification Is The Process Of Learning A Model That Describes Different Classes Of Data And Th 1 (32.77 KiB) Viewed 11 times

Question 3 (20 Marks): Classification is the process of learning a model that describes different classes of data and the classes should be pre-determined. Consider the following set of data records: RID Age City Gender 101 20..30 NY F 102 31.40 NY F 103 51..60 NY F 104 20..30. LA M 105 41.50 NY F 106 41.50 NY F 107 20..30 LA M 108 20..30 NY 109 20..30 NY 110 51.60 SF F F M Education Repeat Customer College College College High school College Graduate College High school College College YES YES NO NO YES YES YES NO YES NO Assuming that the class attribute is Repeat Customer, apply a Decision Tree as a classification algorithm to this dataset. This is hand-written problem, show your work stepwise to calculate the entropy and information gain to determine the order of the attributes and construct the resultant decision tree.