Video Recommendations - Model Summary

Model Precision Metrics
Model Type ML Recipe Prec@5 Prec@10 Prec@25
Personal Recommendations aws-hrnn 0.0042 0.0115 0.01
Including Demographics aws-hrnn-metadata 0.002 0.002 0.0036
Including Multiple Genres aws-hrnn-metadata 0.002 0.0051 0.0077
Include Compound Genre aws-hrnn-metadata 0.0141 0.0111 0.0057
Personal Ranking aws-personalized-ranking 0.0229 0.0156 0.0138
Similar Items aws-sims 0.0063 0.0042 0.0046
Larger numbers are better
Personalize Data Model
Number of Reviewers 942
Number of Movies Reviewed 1,681
Number of User/Movie Interactions 100,000
Documentation
PDF Link