Apriori algorithm works on the principle of Association Rule Mining. In the supermarket, the Apriori algorithm can be used to keep similar items together.
Requirements
python
Description
On Amazon, you can purchase a cell phone and Amazon suggests that you buy a screen protective glass and a case cover along with it. When you buy all these three items together, it also gives you a discount. If you go to Youtube to watch your favorite song, Youtube recommends that you watch other songs that you would like in a similar way. On Google search, you get linked searches at the bottom of the search results page. You get suggestions everywhere; all social networking sites have developed their own recommendation systems on Netflix, Facebook, Twitter.
There are three major components of the Apriori algorithm:
1) Support
2) Confidence
3) Lift
