Association Rule Learning — Apriori Algorithm!

Image by Author!

Apriori Algorithm!

This algorithm has some prior knowledge using which it fetches the insights to be used in businesses, that is why this algorithm name is Apriori.

  1. Support
  2. Confidence
  3. Lift

Support

“Number of transactions in which an item “a” is sold / Total number of transactions”

Confidence

“Number of transactions in which the items “a” & “b” is sold / Total number of transactions in which item “a” is sold”

Lift

Confidence of items “a” & “b” / Support of item “a”

Important Note:

Project Link

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store