Popularity-Count recipe - Amazon Personalize

Popularity-Count recipe

Popularity-Count recommends the most popular item items based on all of your user behavioral data. The most popular items have the most interactions with unique users. The recipe returns the same popular items for all users. Popularity-Count is a good baseline for comparing with other recipes using the evaluation metrics Amazon Personalize generates when you create a solution version. For more information see Step 4: Evaluating a solution version with metrics.

This predefined recipe has the following properties:

  • Nameaws-popularity-count

  • Recipe ARNarn:aws:personalize:::recipe/aws-popularity-count

  • Algorithm ARNarn:aws:personalize:::algorithm/aws-popularity-count

  • Feature transformation ARNarn:aws:personalize:::feature-transformation/sims

  • Recipe typeUSER_PERSONALIZATION

Popularity-Count has no exposed hyperparameters.