Can you please help me answer this problem! This could be answered using python code or just hand written solutions are okay!

1. [2596] Consider the training examples shown in Table 1 for a binary classification problem. a1 a2 a3 Class TTI Table 1. Sample training data for a binary classification problem for question #1. (a) What is the entropy (information content) of the entire training data? (b) What are the information gains of a1 and a2 and report which one gives a better split (c) Compute Gini index for a1 and a2 and report which one gives a better split. (d) Compute information gain for a3 for each potential split point and report the best split point for a3