Heat oven to 325°F. Trim fat on ham to 1/4 inch; discard excess fat. Using knife, score top of ham in diamond pattern; insert whole cloves. Place ham, scored side up, in shallow roasting pan. Insert meat thermometer so bulb reaches center of thickest part of meat, but does not rest in fat or on bone.