Apriori.rb - LA Ruby Presentation
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Apriori.rb - LA Ruby Presentation - Presentation Transcript
- Apriori A Ruby wrapper for Christian Borgelt’s implementation of Agrawal et al.’s algorithm
- what does it do?
- picture of a grocery store
- overview
- overview • Find regularities in shopping behavior
- overview • Find regularities in shopping behavior • Market Basket Analysis
- overview • Find regularities in shopping behavior • Market Basket Analysis • Sets of products
- suggest items to a customer
- association rules
- association rules
- association rules “A customer who buys apples buys cheese with 30% certainty”
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Nate Murray's talk on Apriori.rb - A ruby gem/wrapp more
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