#1 Solved Example Apriori Algorithm to find Strong Association Rules Data Mining Machine Learning

#1 Solved Example Apriori Algorithm to find Strong Association Rules Data Mining Machine Learning by Dr. MAhesh Huddar This dataset has 5 images IDs and associated image tags. We need to apply the Apriori algorithm to discover strong association rules among image tags. Assume that min_support=40% and min_confidence=70%. Generate association rules from the frequent itemsets. Calculate the confidence of each rule and identify all the strong association rules. 1 -- Beach, Sunshine, Holiday 2 -- Sand, Beach 3 -- Sunshine, Beach, Ocean 4 -- Ocean, People, Beach, Sunshine 5 -- Holiday, Sunshine The following concepts are discussed: ______________________________ Solved Example Apriori Algorithm, Solved Example to find Strong Associate Rules, Apriori Algorithm to find Strong Associate Rules, Association rule mining, ******************************** 1. Blog / Website: https://www.vtupulse.com/ 2. Like Facebook Page: https://www.facebook.com/VTUPulse 3. Follow us on Instagram: https://www.instagram.com/vtupulse/ 4. Like, Share, Subscribe, and Don't forget to press the bell ICON for regular updates