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1. Permutation Feature Importance from Scratch

   This article explains permutation feature importance (PFI), a popular method for understanding feature importance in explainable AI. The author walks through calculating PFI from scratch using Python and XGBoost, discussing the rationale behind the method and its limitations.

   2024-04-25 Tags: permutation, feature importance, pfi, explainable ai, xgboost, python, machine learning by klotz

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