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[2021] CS3002 Artificial Intelligence - Final Exam - Q2 Supervised Learning

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Question 2: Supervised Learning CourseNana.COM


CourseNana.COM


CourseNana.COM

Given the following decision space: CourseNana.COM

CourseNana.COM

a.     Draw the decision tree that represents these decision boundaries. (3 marks) CourseNana.COM

b.     Predict the class for the following data: CourseNana.COM

    i)  Height = 10, Width = 7.       (2 marks) CourseNana.COM

    ii)  Height = 7, Width = 10.      (2 marks) CourseNana.COM

c.     Describe how this classifier differs from a Random Forest and explain what are the advantages of using a Random Forest? (3 marks) CourseNana.COM

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