Interpreting Machine Learning Models
eBook Details: Paperback: 366 pages Publisher: WOW! eBook (December 16, 2021) Language: English ISBN-10: 1484278011 ISBN-13: 978-1484278017 eBook Description: Interpreting Machine Learning Models: Learn Model Interpretability and Explainability Methods Understand model interpretability methods and apply the most suitable one for your machine learning project. This Interpreting Machine Learning Models book details the concepts of machine learning interpretability along with different types of explainability algorithms. You’ll begin by reviewing the theoretical aspects of machine learning interpretability. In the first few sections you’ll learn what interpretability is, what the common properties of interpretability methods are, the general taxonomy for classifying methods into different...
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