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  1. OMG Issue

DMN16 — Knowledge Sources are not fit for ML or AI purposes

  • Key: DMN16-119
  • Status: open  
  • Source: Decision Management Solutions ( Mr. James Taylor)
  • Summary:

    Especially when used in projects that use ML or AI models, the current approach to Knowledge Sources is not fit for purpose. A more structured, template-based approach is needed to specify what information should be captured about a policy document, a regulation, a MVAR/imputation approach, an ML model training regime, data distributions etc. Either a defined set of knowledge source types should be defined with more specific properties or it should be possible to define, exchange and use templates.

  • Reported: DMN 1.5 — Fri, 23 Feb 2024 22:50 GMT
  • Updated: Tue, 12 Mar 2024 17:53 GMT