Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology

no code implementations • 11 Mar 2020 • Stefan Studer, Thanh Binh Bui, Christian Drescher, Alexander Hanuschkin, Ludwig Winkler, Steven Peters, Klaus-Robert Mueller

The sixth phase covers state-of-the-art approaches for monitoring and maintenance of a machine learning applications, as the risk of model degradation in a changing environment is eminent.

BIG-bench Machine Learning