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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Hauptverfasser: Agrawal, Sanjay S, Durvasula, Sastry VSM, Murthy, Narasimha, Sacheti, Sandeep, Thomas, Deep, Von Wolff, Karl
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creator Agrawal, Sanjay S
Durvasula, Sastry VSM
Murthy, Narasimha
Sacheti, Sandeep
Thomas, Deep
Von Wolff, Karl
description 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.
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title Infrastructure and architecture for development and execution of predictive models
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