Interpreting machine learning models : learn model interpretability and explainability methods

• Main Author: Nandi, Anirban
• Other Authors: Pal, Aditya Kumar
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Apress, [2022]
• Subjects: Machine learning > Mathematical models.; elektronické knihy; electronic books
• ISBN: 148427802X; 9781484278024; 1484278011; 9781484278017
• Physical Description: 1 online resource

Understand model interpretability methods and apply the most suitable one for your machine learning project. This 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...