Offline Metrics#
POPROX provides a comprehensive set of offline evaluation metrics that can be generated once the closeout stage of an experiment has been completed. This enables consistent analysis across all experiments.
These metrics are grouped into three core categories, each targeting a distinct aspect of recommender system performance:
Accuracy
Diversity
Reranking