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

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#2 Solved Example Apriori Algorithm to find Strong Association Rules Data Mining Machine Learning by Dr. MAhesh Huddar

For the given dataset, 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.

Dataset contains 5 transaction. In each transaction few products were bought.
1 -- {Bread, Butter, Milk}
2 -- {Bread, Butter}
3 -- {Beer, Cookies, Diapers}
4 -- {Milk, Diapers, Bread, Butter}
5 -- {Beer, Diapers}

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,

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Good to know!! Last minute tuition for Engg students .

bharathswastik

Excellent explanation. thanks for this.👏

USHAJOYMANGALAN

Thank you sir! Excellent explaination sir

spiritualshortmessages

Hi Sir, hope you are well. Thank you for your explanation, it really helped. I just want to point out that you forgot about the Cookies from the items.

dileepsaisharan

Thank you sir. I appreciate your so nice explanation.

shahariarsarkar

When should we calculate confidence of only 3-frequent item sets and when to calculate both 2 and 3 frequent item sets?

KyathiVysyaraju

Why are you taking frequent 2 item sets for generating rules? aren't we supposed to take only last frequent item set i.e 3 item set and make rules out of it only?

tashijawed

Hello, Sir! What if I have a scenario wherein when I got to 2-item set, none is greater or equal to the given support threshold. what should be my next step then?

iriscidentelle

Pls make a vedio on Direct hashing and pruning and dynamic item set counting.

These two algorithm have not in any other youtube channel

souravbhagat

I appreciate for ur explaination but, i would happy if u replied for the people who had doubt about cookies and other queries.

randomhumans

Sir...Itemset count while calculating minimum support count should be 6, why are you taking it as 5?

abrahamrajan

Sir can u solve the model question which is released the today. 18CS71

sadikd

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