SAP SE
AUTOMATED REGRESSION DETECTION SYSTEM FOR ROBUST ENTERPRISE MACHINE LEARNING APPLICATIONS

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.