Importance Weighting

From The Foundation for Best Practices in Machine Learning

Importance Weighting

Control

Document and assess whether Model data points are weighted by design or as collateral effect.


Aim

To (a) ensure the adequate optimisation of Product Definitions through an assessment of the cost function and optimization procedure; (b) to respect the boundary conditions and requirements set by the Product Definitions; and (c) highlight associated risks that might occur in the Product Lifecycle


Additional Information