Multi-objective automated machine learning

A system, computer program product, and method are presented for performing multi-objective automated machine learning, and, more specifically, to identifying a plurality of machine learning pipelines as Pareto-optimal solutions to optimize a plurality of objectives. The method includes receiving in...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Saxena, Vaibhav, Sabharwal, Yogish, Ram, Parikshit, Kannan, Aswin, Verma, Ashish, Raje, Saurabh Manish
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS
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