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Structured Verification of Machine Learning Models in Industrial Settings

The use of machine learning (ML) allows us to automate and scale the decision-making processes. The key to this automation is the development of ML models that generalize training data toward unseen data. Such models can become extremely versatile and powerful, which makes democratization of artific...

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Detalles Bibliográficos
Autores principales: Kaminwar, Sai Rahul, Goschenhofer, Jann, Thomas, Janek, Thon, Ingo, Bischl, Bernd
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280203/
https://www.ncbi.nlm.nih.gov/pubmed/34978896
http://dx.doi.org/10.1089/big.2021.0112

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