Leave-One-Out Evaluation
Negative Sampling for Evaluation
Sampled Metrics
MAE (RecSys)
MAP (RecSys)
Mean Reciprocal Rank (MRR)
NDCG
Precision@k
Recall@k
RMSE (RecSys)
Diversity Metric
Click-Through Rate (CTR)
Dwell Time
Counterfactual Evaluation
Doubly Robust Estimation
Inverse Propensity Scoring (IPS)
Off-Policy Evaluation (RecSys)
Propensity Score
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Large Scale Validation and Analysis of Interleaved Search Evaluation (Chapelle et al.) - Microsoft Research Art… 1 term
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Open Bandit Dataset and Pipeline: Towards Realistic and Reproducible Off-Policy Evaluation Pap… 1 term
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