SYSTEM AND METHOD FOR REDUCING FEATURE CALCULATIONS

A computer-implemented system, platform, computer program product, and/or method for reducing data processing that includes identifying data properties used to generate features used as input to data analytic models; associating the data properties used to generate the features to corresponding feat...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Patten, JR., Willie Robert, Eisen, Jeffrey N, Rajyaguru, Chintan, Smith, JR., Donnie Allen
Format: Patent
Sprache:eng
Schlagworte:
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Beschreibung
Zusammenfassung:A computer-implemented system, platform, computer program product, and/or method for reducing data processing that includes identifying data properties used to generate features used as input to data analytic models; associating the data properties used to generate the features to corresponding features; determining whether an incoming data record is a previously processed data record; determining, in response to an incoming data record being a previously processed data record, whether the incoming data record matches the previously processed data record; identifying data properties in the incoming data record that have changed; determining features associated with the data properties in the incoming data record that have changed; and generating the features associated with the data properties in the incoming data record that have changed.