Data Subjectivity
Technical Best Practices > Representativeness & Specification > Data Subjectivity
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Data Subjectivity[edit]
- Control
Document and assess whether the Model dataset(s) contain subjective components. If subjective components are present, take measures to handle or avoid subjectivity risks in Product and/or Model design as much as is reasonably practical.
- Aim
To (a) assess and control for the accuracy of the specification of Model inputs, manipulations, Outcomes, and interpretations to ensure the unambiguous applicability of Model(s) in Product Domain(s); and (b) highlight associated risks that might occur in the Product Lifecycle.