Data Modeling

From The Foundation for Best Practices in Machine Learning

Data Modeling

Control

Document and ensure all relationships between (the fields of) different datasets are clear, in the light of their Data Definitions. (See Section 12.1.1. - Data Definitions for further information.) If this "Data Model" is not clear or available, create it, or discard the datasets.


Aim

To (a) prevent the creation and/or combination of invalid datasets; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information