Based on the following scenario: A study on the possibility of getting sunburn is conducted and a dataset is given in Table 1. The study shows either the customer will get sunburn or not. The decision or the dependent variable is identified in the last column. Summary of the entropy calculation for root node is tabulated in Table 2. TARI.F. 2: Fentronv information for root node a) Construct a decision tree from Table 1 by considering initial entropy in Table 2. (18 marks) b) Convert the decision tree in Q5( a) to a production rules. (5 marks) c) What is the result of a customer with brown hair color that wearing lotion? (2 marks)