elliot.evaluation package

Subpackages

• elliot.evaluation.metrics package
  • Subpackages
    • elliot.evaluation.metrics.accuracy package
      • Subpackages
      • Module contents
    • elliot.evaluation.metrics.bias package
      • Subpackages
      • Module contents
    • elliot.evaluation.metrics.coverage package
      • Subpackages
      • Module contents
    • elliot.evaluation.metrics.diversity package
      • Subpackages
      • Module contents
    • elliot.evaluation.metrics.fairness package
      • Subpackages
      • Module contents
    • elliot.evaluation.metrics.novelty package
      • Subpackages
      • Module contents
    • elliot.evaluation.metrics.rating package
      • Subpackages
      • Module contents
  • Submodules
  • elliot.evaluation.metrics.base_metric module
  • elliot.evaluation.metrics.metrics_utils module
  • elliot.evaluation.metrics.statistical_array_metric module
  • Module contents
• elliot.evaluation.popularity_utils package
  • Submodules
  • elliot.evaluation.popularity_utils.popularity module
  • Module contents
• elliot.evaluation.relevance package
  • Submodules
  • elliot.evaluation.relevance.relevance module
  • Module contents

Submodules

elliot.evaluation.evaluator module

Module description:

class elliot.evaluation.evaluator.Evaluator(data: elliot.dataset.dataset.DataSet, params: types.SimpleNamespace)

Bases: object

eval(recommendations)

Runtime Evaluation of Accuracy Performance (top-k) :return:

eval_at_k(recommendations, k)

get_needed_recommendations()

elliot.evaluation.statistical_significance module

Module description:

class elliot.evaluation.statistical_significance.PairedTTest

Bases: object

static common_users(arr_0: Dict[int, float], arr_1: Dict[int, float])

static compare(arr_0: Dict[int, float], arr_1: Dict[int, float], users: List[int])

class elliot.evaluation.statistical_significance.WilcoxonTest

Bases: object

static common_users(arr_0: Dict[int, float], arr_1: Dict[int, float])

static compare(arr_0: Dict[int, float], arr_1: Dict[int, float], users: List[int])

Module contents

Module description: