Outlier Occurrence Rates

From The Foundation for Best Practices in Machine Learning

Outlier Occurrence Rates

Control

Document and assess outliers, their causes, and occurrence rates as a function of their location in data space. If numerous and persistent, include mitigating measures in Model design accordingly.


Aim

To (a) identify outliers and assess the need for Model design adaptation; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information