mallihallintaan
Mallihallintaan, often translated as "model management" or "model governance," refers to the systematic process of developing, deploying, monitoring, and maintaining machine learning models throughout their lifecycle. It encompasses the policies, procedures, and tools necessary to ensure that models are accurate, reliable, ethical, and compliant with relevant regulations. Effective mallihallintaan aims to mitigate risks associated with model performance degradation, bias, and security vulnerabilities.
The key components of mallihallintaan typically include model development standards, version control for models and their