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How to Increase Lift value in Association Rules?

aisyahafidzahaisyahafidzah Member Posts: 1 Learner II
edited November 2018 in Help

Hi 

I'm new to RapidMiner and data analytics, I wanted to produce set of rules from demographic and crime dataset by using association rules and I wanted to produce higher lift value (>2) to show stronger relationship between the dataset....but I keep getting low lift value (< 1.2) in my results table, I have 80 examples and 50 regular attributes ....can anyone help me

 

 Thanks

 

  Aisya

Answers

  • Thomas_OttThomas_Ott RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 1,761 Unicorn

    You might need more training data or your input variables are really independent and your ratio of support can't give you a good association. What does your support and confidence say?

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