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

ISO/IEC 23053:2022 8.1: General

What does 8.1 require?

The clause introduces the pipeline that the rest of clause 8 describes. Before the pipeline starts, the task must be defined, including input and output formats, because that definition drives algorithm choice and data acquisition. The pipeline stages are then described, and the clause says four concerns apply across all of them: risk management and governance; security and privacy; accountability, transparency and explainability; and safety, resilience, robustness and fairness. It also notes that the preparatory steps can run in a different order or together, depending on the constraints of the case.

Maintained by Gerard Blokdyk

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