公开(公告)号：US20210174130A1

公开(公告)日：2021-06-10

申请号：US16703430

申请日：2019-12-04

Applicant: AT&T Intellectual Property I, L.P.

Inventor： Mark Austin ,  ABHAY DABHOLKAR ,  VIJAYAN NAGARAJAN ,  Lauren Savage ,  Joshua Whitney

IPC: G06K9/62 ,  G06N20/20

Abstract: Aspects of the subject disclosure may include, for example, receiving a plurality of proposed machine learning solutions to a machine learning problem including receiving, for each respective proposed machine learning solution of the plurality of proposed machine learning solutions, one or more of a machine learning model, a dataset and a data pipeline output; automatically determining hybrid solutions to the machine learning problem, including combining, by the processing system, at least one of a first component from a first proposed machine learning solution with at least one of a second component from a second proposed machine learning solution; and ranking the hybrid solutions including determining a log loss score for each hybrid solution and sorting the hybrid solutions according to the log loss score for each hybrid solution. Other embodiments are disclosed.