Permutation Feature Importance: Deep Dive

permutation-feature-importance

Written by:Dennis Turp (Data Scientist at Modulos) When we work with Machine Learning models, we often report the model’s score; e.g. “my model reached an accuracy of 0.9” or “my R2 score is 0.85”. These performance estimators are easy to understand and practical when benchmarking models against each other. Unfortunately however, they reduce the complexity […]