Question: Question 1 [ 30 marks] You are given a training data set D shown in the table below for a binary classification problem. The class

Question 1 [ 30 marks] You are given a training data set D shown in the table below for a binary classification problem. The class label attribute Play has two different values { Yes, No\}. The Class-I abeled Training Data Set D a. Use a multiway split to compute the information gain for the attribute Temperature. [10 marks] b. Compute the gain ratio for the attribute Humidity using Gain(Humidity) =0.1518. [10 marks] c. Use a binary split to compute the Gini index for the attribute Outlook and the splitting subset \{Sunny, Rainy\}. [10 marks]

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