Question No 01: a) Consider the following class-labeled tuples where Play Game is the class label attribute. Construct a decision tree from the given data. Use Gain Ratio as the attribute selection measurement. Day Outlook Temperature Moisture Breeze Play Game D1 Daylight Hot Huge Light No D2 Daylight Hot Huge Heavy No D3 Cloudy Hot Huge Light Yes Rainfall Warm Huge Light Yes D5 Rainfall Cold Regular Light Yes D6 Rainfall Cold Regular Heavy No D7 Cloudy D8 Daylight Warm Cold Regular Heavy Yes Huge Light No D9 Daylight Cold Regular Light Yes D10 Rainfall Warm Regular Light Yes D11 Daylight Warm Regular Heavy Yes D12 Cloudy Warm Huge Heavy Yes D13 Cloudy Hot Regular Light Yes D14 Rainfall Warm Huge Heavy No b) Extract all the rules from the decision tree of 1(a) to create the entire rule-based classifier.