ENHANCING PERFORMANCE OF DIAGNOSTIC MACHINE LEARNING MODELS THROUGH SELECTIVE DEFERRAL TO USERS

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for classifying data points using a deferral model that determines whether to classify the data point using an output of one or more diagnostic machine learning models or to defer the data point for class...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	WINKENS, Jim, CEMGIL, Ali Taylan, KARTHIKESALINGAM, Alan Prasana, GHAISAS, Sumedh Kedar, DVIJOTHAM, Krishnamurthy
Format:	Patent
Sprache:	eng ; fre
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS
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