Let min_up =30% and min_couf =7 tis (1) Uie Aprion al gonithm to find will frequeat hement. (2) Find all stroing ascociation rules in the form of (x,y)=(2), whine x,y and x are. iteras A. B, .. Annotate the mpport atad tunfidesce valars for mach association mule: III. (25 polnta) "Buy" is the class label. Ure Naive Bleyer Clanification to prodict the class labet of a [V, (25 points) For the following threc-ilimenional data set, be K-menas alporithin to find the cluster centers and clabter mernbers aller the firs iteraticen, Let K2, and A,B be the initisl centers of the two cluatern. Uice Manhattan dritmee as the datance measure. If there is a tie, becak it by pisking the cluster with the smuller ID. Noses, round the numbers to the second decimal place (such as 5.51