Testing Design and Scheduling Framework

From The Foundation for Best Practices in Machine Learning
Technical Best Practice Guideline > Testing > Testing Design and Scheduling Framework

Testing Design and Scheduling Framework


Document and define a testing design and schedule that does not artificially constrain the testing process. Incorporate the Feedback Loop Analysis in the testing design. Review the Automation Analysis in determining what level of automation is appropriate for each stage of testing. Ensure the individuals chosen through the Testing Participant Identification process are involved at the earliest stages of the testing schedule as practical. Post Product deployment, document and define a framework and process for testing and selecting variations of the production Model.


To (a) ensure a robust and feasible testing design and scheduling framework that allows for effective Product optimization; and (b) highlight associated risks that might occur in the Product Lifecycle.

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