Univariate Assessments

From The Foundation for Best Practices in Machine Learning

Univariate Assessments

Control

Document and perform univariate assessments of relationship between (Sub)populations and Model input Features, including appropriate correlation statistics.


Aim

To (a) identify input Feature trends associated with (Sub)populations; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information