Inference Engine Method for Data Modeling

Abstract: this document presents a system and method for drastically decreasing the time and effort to go from a trained model to one viable for use in production by this drastically decreases time and effort to go from a trained model to one viable for use in production. the result of these innovations is that model creation time is now largely bound by training time and not data prep and coding for publication. the system provides data-observation-based inspections that yield a probability distribution to use for pipeline search in model creation. the result is that model creation time is now largely bound by training time and not data prep and coding for publication.

Inventor(s): Dylan Blanchard, Freddie J. Bourland, II

CPC Classification: G06N5/046 (Forward inferencing; Production systems)

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