Question No: 06 This is a subjective question, hence you have to write your answer in the Text-Field given below. Consider the following training data set (with three attributes viz, Income, Education, Gender and class/target variable is "Buys Gadget] for a binary class problem. The attributes are nominal with two possible values, We intend to create a decision tree model using Information Gain, Which attribute would the decision tree induction algorithm choose for the root node? (4 marks) Income Education Gender Buy's Gadget High Low Male Yes Low High Female No High Low Male Yes High High Male Yes Low Low Male No High LOW Female No No Low High Male