Answer to Question #306636 in Excel for Chetan mirje

Question #306636

Design a worksheet in MS Excel to implement Decision Tree Classifier. The worksheet shall


include the following:


• It should allow users to create and store training data tuples. Let the attributes in the


tuples be nominal and output labels belong to one among ‘K’ classes.


• It should compute one of the following measures to decide an attribute to be used for


splitting the data tuples.


◦ Information gain


◦ Gain ratio


◦ Gini index


• It should split data tuples under consideration into multiple subsets based on the


selected attribute that maximizes the measure used and depending on number of


values the selected attribute would take.


• Repetition of the above steps of computing the measure to split further and continue


until a suitable stopping criteria is met.

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