Outlier Handling

Outlier Handling

Control

Document and assess the effect of various outlier handling procedures on (a) Performance Robustness and (b) Representativeness & Specification. Ensure that only procedures are implemented that positively affect both.

Aim

To (a) ensure that outlier removal is not used to heedlessly improve test-time performance only and (b) highlight associated risks that might occur in the Product Lifecycle.