Understanding Models
Permutation importance can lose clarity when features overlap
Read permutation importance cautiously when model inputs carry overlapping information, and distinguish a small score drop from proof that a feature is useless.
AI · VISION · EVERYDAY SYSTEMS
Understanding Models
Understanding Models
A Model Card Helps You Ask What an AI System Was Tested For
Read an AI model card for intended uses, evaluation conditions and limitations, then identify what still needs testing in your own application.