Applied Machine Learning Explainability Techniques

Make ML models explainable and trustworthy for practical applications using LIME, SHAP, and more

Description

Explainable AI is a set of techniques used to demystify the outcome of machine learning and AI models, making algorithms more trustworthy and transparent by justifying model predictions. This book helps you to learn how to design explainable ML systems for industrial applications considering the best practices.
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Writer
Bhattacharya, Aditya
Title
Applied Machine Learning Explainability Techniques
Publisher
Packt Publishing Limited
Year
2022
Language
English
Pages
304
EAN
9781803246154
Binding format
Paperback

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Categories

Boekstra