Rank-Based Evaluation¶
Implementation of ranked based evaluator.
- class 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
- class 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
Initialize rank-based evaluator.