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Suppose we are given, the dataset listed in table below for a classification problem. There are four input attributes. We learn a decision tree classifier.

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Suppose we are given, the dataset listed in table below for a classification problem. There are four input attributes. We learn a decision tree classifier. Hot Play Tennis No No Yes Yes No Outlook Sunny Sunny Overcast Rain Rain Overcast Sunny Rain Sunny Overcast Overcast Rain Temp. Humidity Wind Hot High Weak High Strong Hot High Weak Mild High Weak Cool Normal Strong Cool Normal Weak Cold Normal Weak Mild Normal Strong Mild Normal Strong Mild High Strong Hot Normal Weak Mild High Strong Yes Yes Yes Yes Yes Yes No 1. [10 Points Calculate the information gain for the four attributes

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