Answer the following questions based upon the training examples shown in table below for a binary classification problem. a) Calculate the best split according to the information gain. b) Calculate the best split according to the Gini index. 5 Played football(yes/no) Humidity High High High High Temperature Wind Hot Weak No Hot Strong No Hot Weak Yes Mild Weak Yes Cool Normal Weak Yes Cool Normal Strong No Cool Normal Strong Yes High Normal Mild Weak No Сool Weak Yes Mild Normal Weak Yes Mild Normal Strong Yes Mild High Strong Yes Hot Normal Weak Yes Mild High Strong No

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