Interpretable Machine Learning

Interpretable machine learning Summary Preface by the Author 1 Introduction 1.1 Story Time 1.2 What Is Machine Learning? 1.3 Terminology 2 Interpretability 2.1 Importance of Interpretability 2.2 Taxonomy of Interpretability Methods 2.3 Scope of Interpretability 2.4 Evaluation of Interpretability 2.5 Properties of Explanations 2.6 Human-friendly Explanations 3 Datasets 3.1 Bike Read more

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