Methodological Guideline for CAUTIONER

The objective of this guideline is to provide a general overview of the needed information and best practices regarding the methodology of uncertainty quantification (UQ) for machine learning models. It also serves as a guide to understand the use of the CAUTIONER component as part of the Confiance.ai ecosystem to accomplish uncertainty quantification.