Experimentation Constraints

From The Foundation for Best Practices in Machine Learning

Experimentation Constraints[edit]

Control

Develop and document a method for evaluating the quality of predictions. Develop and document criteria for determining when to stop the experimentation process.


Aim

To (a) develop processes to ensure a balance between effectiveness and efficiency in the experimentation cycle; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information[edit]