Invention Grant
- Patent Title: Automated regression detection system for robust enterprise machine learning applications
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Application No.: US16408609Application Date: 2019-05-10
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Publication No.: US11681946B2Publication Date: 2023-06-20
- Inventor: Marcia Ong , Denny Jee King Gee
- Applicant: SAP SE
- Applicant Address: DE Walldorf
- Assignee: SAP SE
- Current Assignee: SAP SE
- Current Assignee Address: DE Walldorf
- Agency: Fish & Richardson P.C.
- Main IPC: G06N20/00
- IPC: G06N20/00

Abstract:
Methods, systems, and computer-readable storage media for determining, by an automated regression detection system (ARDS), that training of a ML model is complete, the ML model being a version of a previously trained ML model, and in response, automatically, by the ARDS: retrieving the ML model, executing regression testing and detection using the ML model, generating regression results relative to the previously trained ML model, and publishing the regression results.
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