Rank-Based Evaluation¶
Implementation of ranked based evaluator.
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class
pykeen.evaluation.
RankBasedMetricResults
(mean_rank, mean_reciprocal_rank, hits_at_k, adjusted_mean_rank)[source]¶ Results from computing metrics.
Includes results from:
Mean Rank (MR)
Mean Reciprocal Rank (MRR)
Adjusted Mean Rank (AMR; [berrendorf2020])
Hits @ K
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class
pykeen.evaluation.
RankBasedEvaluator
(ks=None, filtered=True)[source]¶ A rank-based evaluator for KGE models.
Calculates:
Mean Rank (MR)
Mean Reciprocal Rank (MRR)
Adjusted Mean Rank (AMR; [berrendorf2020])
Hits @ K