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RankShift: In-Database Detection and Explanation of Categorical Shifts

arXiv cs.LG · 3d ago Cached

RankShift is a novel in-database method for detecting and explaining categorical shifts in data streams, using Pearson scores to identify responsible categories, and it shows competitive performance against autoencoders on log datasets.

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