Accuracy perception

From The Foundation for Best Practices in Machine Learning

Accuracy Perception


The Product Team should work to ensure that the solution will be accurate enough to meet a variety of different Stakeholders' expectations, recognizing that each group of Stakeholders will have different views on what is 'accurate' based on their interaction with the Product. Product management should set and communicate expectations in-line with the achievable level of accuracy for each user group.


To (a) effectively communicate achievable accuracy levels, considering individual Stakeholder accuracy preferences; and (b) highlight associated risks that might occur in the Product Lifecycle.

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