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{"ops":[{"insert":"Design a worksheet in MS Excel to implement Decision Tree Classifier. The worksheet shall"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"include the following:"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u2022 It should allow users to create and store training data tuples. Let the attributes in the"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"tuples be nominal and output labels belong to one among \u2018K\u2019 classes."},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u2022 It should compute one of the following measures to decide an attribute to be used for"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"splitting the data tuples. "},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u25e6 Information gain"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u25e6 Gain ratio"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u25e6 Gini index"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u2022 It should split data tuples under consideration into multiple subsets based on the"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"selected attribute that maximizes the measure used and depending on number of"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"values the selected attribute would take. "},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"\u2022 Repetition of the above steps of computing the measure to split further and continue"},{"insert":"\n"},{"insert":""},{"insert":"\n"},{"insert":"until a suitable stopping criteria is met."},{"insert":"\n"}]}

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