FEATURE GENERATION OPTIMIZATION

A system may include a memory and a processor in communication with the memory. The processor may be configured to perform operations. The operations may include receiving data, mapping a plurality of features to a plurality of attributes of the data, and generating a feature-to-attribute map based...

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 system may include a memory and a processor in communication with the memory. The processor may be configured to perform operations. The operations may include receiving data, mapping a plurality of features to a plurality of attributes of the data, and generating a feature-to-attribute map based on said mapping. The operations may further include submitting new data to a feature calculation loop and implementing the feature calculation loop. The operations may also include tracking the features in the feature calculation loop, identifying a changed feature in the features, and recalculating for the changed feature using the feature calculation loop.