Amperity, Inc.

Jean Ruggiero

Yan Yan

Joseph Christianson

The disclosed embodiments relate to devices, computer-readable media, and methods for generating training data for training an ordinal, regression-based classifier, the method including grouping client data based on client keys associated with the client data, pairwise matching records in the client data to generate feature signatures and inferring a label based on client key statuses for the pairwise-matched records, and building a training dataset from the inferred labels and feature signatures, the training dataset used to train the classifier.

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Lake Forest Park, WA, United States of America

Jean Ruggiero