EAN: 9783985551477

ERGEBNISSE AUS DER PRODUKTIONSTECHNIK 8 2023 ...

High data quality is the key for performant machine learning (ML) models in produc-tion. In
practice  data quality is preprocessed using several DPP methods that are configured into DPP
pipelines. The choice of the DPP pipelines poses a major chal-lenge. To guide data scientists 
a meta learning-based decision support system (DSS) have been developed  called Meta-DPP  which
assists in the selection of suitable DPP pipelines but do not cover production-specific
requirements.

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