System and Method for Developing Proxy Models
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United States of America Patent
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Issued Date -
Aug 7, 2014
app pub date -
Feb 3, 2014
filing date -
Feb 1, 2013
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Abstract
A system and method for developing proxy models is provided. The system for developing proxy models comprising a proxy model development computer system in electronic communication with a training database storing training data therein, and a plurality of computer models including a complex model and a proxy model that are trained by the computer system using the training data from the training database, wherein the computer system evaluates performance of each of the plurality of computer models, and if the computer system determines that the proxy model at least meets pre-defined performance criteria and approximates performance of the complex model, then the computer system communicates to a user that the proxy model can substitute the complex model.
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