Consider the following dataset: ID 1 A1 Medium A2 A3 Class Mild East Y 2 Low Mild East N 3 High Mild East N 4 Low Mild West N 5 Low Cool East N 6 Medium Hot West N 7 High Hot East Y 8 Low Cool West Y 9 Medium Hot East Y 10 High Cool East Y Medium Mild Low Cool 11 12 (1). Derive classification rules using the IR method which we discussed in the class.w (2). Classify a new instance X = (A1 = Medium, A2 = Cool, A3 = East) using the rules. East N West N