System and method for improving data coverage in modeling systems

A method for modifying data coverage in a modeling system is disclosed. The method may include obtaining data records relating to a plurality of input variables and one or more output parameters and selecting a plurality of input parameters from the plurality of input variables. The method may furth...

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Bibliographische Detailangaben
Hauptverfasser: Grichnik, Anthony James, Seskin, Michael, Mason, James Robert
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A method for modifying data coverage in a modeling system is disclosed. The method may include obtaining data records relating to a plurality of input variables and one or more output parameters and selecting a plurality of input parameters from the plurality of input variables. The method may further include evaluating a coverage of the data records in a modeling space and modifying the coverage of the data records, if a data coverage condition is detected. The method may also include generating a computational model indicative of interrelationships between the plurality of input parameters and the one or more output parameters based on the data records.