Restate the a priori property in your own words. For the following several exercises, consider the following data set from Quinlan5 shown as Table 23.8. The goal is to develop association rules using the a priori algorithm for trying to predict when a certain (evidently indoor) game may be played. Therefore, unlike the vegetable stand example, we may restrict our itemset search to items that include the attribute play. TABLE 23.8 Weather data set for association rule mining No. Outlook Temperature Humidity Windy Play 1 Sunny Hot High False No 2 Sunny Hot High True No 3 Overcast Hot High False Yes 4 Rain Mild High False Yes 5 Rain Cool Normal False Yes 6 Rain Cool Normal True No 7 Overcast Cool Normal True Yes 8 Sunny Mild High False No 9 Sunny Cool Normal False Yes 10 Rain Mild Normal False Yes 11 Sunny Mild Normal True Yes 12 Overcast Mild High True Yes 13 Overcast Hot Normal False Yes 14 Rain Mild High True No