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

4.0 (1)

15 learners

What you'll learn

This course includes

47.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

Solved Example Apriori Algorithm Solved Example to find Strong Associate Rules Apriori Algorithm to find Strong Associate Rules apriori algorithm example association rule mining apriori algorithm apriori algorithm in data mining association rules in data mining association rule Frequent itemset in Apriori Frequent itemsets association rule mining example

Full Transcript

#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