ISO/IEC 23053:2022
Machine learning system – ISO/IEC 23053:2022

ISO/IEC 23053:2022 6.1: Overview of the machine learning system

What does 6.1 require?

The clause describes the elements of an ML system and the roles around them, noting that the functions can sit with different entities, including different vendors. Applications are built from models; models solve tasks; both depend on tools, techniques and data. A single system can combine several models. Components can be described by input, output and intent, and can be tested on their own. A pre-trained model is one already trained when obtained, and transfer learning adapts such a model to a related task. The word application covers both the intended use and the software that implements it.

Maintained by Gerard Blokdyk

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