.Manually generate the decision tree (as much as possible) for the following subset from a large dataset using the ID3 algorithm. Show the information gain computation at each stage. Then generate the decision tree programmatically using R or Python. Submit code and the decision tree so generated. Windy? Air Quality Good?Hot? Play Tennis? No No No No Yes No Yes Yes Yes Yes No Yes Yes Yes Yes No .Manually generate the decision tree (as much as possible) for the following subset from a large dataset using the ID3 algorithm. Show the information gain computation at each stage. Then generate the decision tree programmatically using R or Python. Submit code and the decision tree so generated. Windy? Air Quality Good?Hot? Play Tennis? No No No No Yes No Yes Yes Yes Yes No Yes Yes Yes Yes No