Abstract Components Overview of rexmex project

Components

Metric Definitions

This component provides the concrete implementations of individual evaluation metrics. It's the foundational layer for all quantitative assessments within rexmex, housing the algorithms for various metric types.

Referenced Source Code

Metric Set Definitions

This component defines collections of related metrics, allowing for the evaluation of specific aspects of recommender systems (e.g., a set of classification metrics). It leverages the individual metric implementations from Metric Definitions.

Evaluation Orchestration (ScoreCard)

This component is responsible for orchestrating the evaluation process. It takes metric sets and data, computes the metrics, and generates comprehensive reports or scorecards.