On the Difficulty of Evaluating Baselines: A Study on Recommender Systems

arXiv: Information Retrieval, 2019.

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摘要

Numerical evaluations with comparisons to baselines play a central role when judging research in recommender systems. In this paper, we show that running baselines properly is difficult. We demonstrate this issue on two extensively studied datasets. First, we show that results for baselines that have been used in numerous publications o...更多

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