Please use the sample data set to answer question 4. Explain how the answer is correct

Answer the following questions using the following sample training dataset: Day Outlook Temperature Humidity Wind PlayTennis? D1 Sunny D2 Sunny D3 Overcast D4 Rain D5 Rain D6 Rain D7 Over D8 Sunny D9 Sunny D10 Rain D11 Sunny D12 Overcast Milo D13 Overcast D14 Rain Hot Hot Hot Mild Cool Cool cast Cool Mild Cool Mild Mild High Weak High Weak Normal Weak High Strong No Yes High WeakYes Yes No Normal Strong Yes Normal Strong High Weak Normal WeakYes Normal WeakYes Yes Yes Normal WeakYes No Normal Strong High Strong Hot Mild High Strong 4. In ID3 decision tree learning algorithm, we choose the attribute with the highest information gain. Say you are trying to choose between Humidity and Wind as the first decision node in the tree. Which one will you choose? [a] Humidity b] Wind