公开(公告)号：US10970634B2

公开(公告)日：2021-04-06

申请号：US15347887

申请日：2016-11-10

Applicant: GENERAL ELECTRIC COMPANY

Inventor： Steven Matt Gustafson ,  Kareem Sherif Aggour ,  Paul Edward Cuddihy ,  Alfredo Gabaldon Royval ,  Justin Despenza McHugh ,  Luis Babaji Ng Tari

IPC: G06N5/02 ,  G06N20/00 ,  G06Q10/04

Abstract: Some embodiments are directed to systems for authoring predictive models. An embodiment includes a computer system implementing a development environment for generating predictive models. The predictive model authoring tool is configured to perform a modeling operation based on one or more user inputs provided to interface controls of the predictive model authoring tool, determine a modeling context for the modeling operation, log the one or more user inputs, generate a predictive model based on one or more model parameters defined during the modeling operation, link the predictive model to an asset, such that one or more sets of data received from the asset are provided to the predictive model during execution of the predictive model, cause the predictive model to be executed such that the predictive model receives data from the asset, and provide the modeling context, the one or more user inputs, and the one or more model parameters.