3. [10 points] Consider the following data table, marketing team decided to Offer a New car to the customers.' Offer a New car' is a class attribute. The training data is shown below. Implement a decision tree, and write all the needed calculation. Car Type Owner's Age Income Credit Offer a New car Van middle age low Good Sedan youth High Bad Truck middle age High Good Truck middle age High Bad Van middle age High Good Sedan youth High Good Sedan senior Good Sedan senior Bad Van senior Bad Truck youth Good Truck senior Good Sedan youth Good Truck youth Bad Van youth Bad