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Capital One ML Patent: Dataset Performance Change Using Machine Learning

The USPTO granted US Patent 12608446B2 to Capital One Services, LLC covering methods for determining performance change within datasets using machine learning models. The patent addresses training machine learning models on control datasets and applying test datasets to detect performance shifts attributable to applied conditions. The patent was filed December 21, 2021, with Application No. 17557599, and contains 14 claims.