INFRASTRUCTURE AND ARCHITECTURE FOR DEVELOPMENT AND EXECUTION OF PREDICTIVE MODELS

INFRASTRUCTURE AND ARCHITECTURE FOR DEVELOPMENT AND EXECUTION OF PREDICTIVE MODELS

A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web br...

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Bibliographische Detailangaben
Hauptverfasser: SACHETI SANDEEP, THOMAS DEEP, MURTHY NARASIMHA, AGRAWAL SANJAY S, DURVASULA SASTRY VSM, WOLFF KARL VON
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:A system that enables development and execution of predictive models comprises a centralized data management system, a data extraction tool a model validation tool and a model execution tool. In embodiments, a data management system includes a data management server that can be accessed via a web browser that stores data. An extraction tool includes a data filter adapted to filter data based on, for example, a population criteria, a sample size, and a date range criteria. A model validation tool validates the model. A model execution tool allows a user to score the model.