During wire electrical discharge machining (WEDM), rupture may deteriorate workpieces’ machined surfaces and increase the processing time. However, only a few referenced papers focused on during past decades because of its complexity. In this research, machine learning (ML) technique was applied to analyze relationship between manufacturing parameters chance rupture. Three parameters, including...