1. (20 pts.) Given the following weather data (note some examples have been removed from the weather data in the lecture slides), construct all the association rules with support 25 and confidence > 80%. This can be done by first generating frequent item sets and then generating rules from them. Please show all steps Outlook Sunny Sunny Overcast Rainy Rainy Rainy Overcast Sunny Sunny Rainy Temp Hot Hot Hot Mild Cool Cool Cool Mild Cool Mild Humidity Windy High High High High Normal Normal Normal High Normal Normal False True False False False True True False False False Play No No Yes Yes Yes No Yes No es Yes