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DNV-RP-0665

Assurance of machine learning applications

active, Most Current
Publication Date: 1 October 2023
Status: active
Page Count: 98
scope:

This RP specifies processes to assure that the ML application is trustworthy (Figure 1-2) throughout its life cycle. Accordingly, this RP provides recommendations and requirements on several levels as follows:

- organizational level, which covers the maturity of the organization developing, operating, and maintaining ML applications, and the capability of the organization to conduct data management, risk management, and decision management

- project level, which covers project planning, controlling, information management, and quality management

- process level, which covers processes in the entire life cycle of the ML application

- product level, which covers the required properties of trustworthy ML applications.

Document History

DNV-RP-0665
October 1, 2023
Assurance of machine learning applications
This RP specifies processes to assure that the ML application is trustworthy (Figure 1-2) throughout its life cycle. Accordingly, this RP provides recommendations and requirements on several levels...

References

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