Standardizing disparate data points

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United States of America Patent

PATENT NO 11461648
APP PUB NO 20210279562A1
SERIAL NO

16808428

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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In an approach to deploying a test input based on standardized disparate data points, one or more computer processors perform one or more tests on a test input resulting in one or more disparate data points that are either non-binary or binary. The one or more computer processors standardize the one or more disparate data points utilizing a trained binary classification model. The one or more computer processors generate one or more non-binary machine learning evaluation metrics based on the one or more standardized disparate data points. The one or more computer processors, responsive to the one or more generated non-binary machine learning evaluation metrics exceeding one or more thresholds, deploy the test input.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINE CORPORATION

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bigaj, Rafal Cracow, PL 39 44
Cmielowski, Lukasz G Cracow, PL 61 121
Erazmus, Maksymilian Zasow, PL 29 26
Sobala, Wojciech Cracow, PL 39 40

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