Elliot
stable

GET STARTED

  • Introduction
  • Install Elliot
  • Quick Start
  • Release Notes

RUNNING EXPERIMENTS

  • Configuration file
  • Data Preparation

ALGORITHMS

  • Summary of the Recommendation Algorithms
  • Hyperparameter Optimization
  • Early Stopping
  • Create a new Recommendation Model
  • Recommendation Models

EXTENDING ELLIOT

  • Loaders
  • Recommendation Models

EVALUATION

  • Metrics
  • Metrics Summary
    • Accuracy
    • Rating
    • Coverage
    • Novelty
    • Diversity
    • Bias
    • Fairness
  • Evaluation of recommendation files

API REFERENCE

  • elliot package
  • elliot.dataset package
  • elliot.evaluation package
  • elliot.namespace package
  • elliot.hyperoptimization package
  • elliot.prefiltering package
  • elliot.recommender package
  • elliot.result_handler package
  • elliot.splitter package
  • elliot.utils package
Elliot
  • »
  • Metrics Summary
  • Edit on GitHub

Metrics Summary¶

  • Accuracy
  • Rating
  • Coverage
  • Novelty
  • Diversity
  • Bias
  • Fairness
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© Copyright 2021, Vito Walter Anelli, Alejandro Bellogín, Antonio Ferrara, Daniele Malitesta, Felice Antonio Merra, Claudio Pomo, Tommaso Di Noia. Revision 641100a8.

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