DATA QUALITY DETECTION AND COMPENSATION FOR MACHINE LEARNING

DATA QUALITY DETECTION AND COMPENSATION FOR MACHINE LEARNING

Apparatuses, systems, methods, and computer program products are disclosed for data quality detection and compensation for machine learning. A quality analysis module electronically identifies one or more data quality issues in machine learning training data. A corrective action module modifies trai...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: MAUGHAN, Jason, MCFALL, Timothy
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Apparatuses, systems, methods, and computer program products are disclosed for data quality detection and compensation for machine learning. A quality analysis module electronically identifies one or more data quality issues in machine learning training data. A corrective action module modifies training data by performing one or more corrective actions in response to one or more data quality issues. A predictive analytics module creates a machine learning model that includes one or more learned functions based on modified training data.