Interpretable Machine Learning

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Interpretable Machine Learning
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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
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A deep and detailed dive into the key aspects and challenges of machine learning interpretability, complete with the know-how on how to overcome and leverage th
Explainable and Interpretable Models in Computer Vision and Machine Learning
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This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine l
Interpretable Artificial Intelligence: A Perspective of Granular Computing
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This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the cr
Hands-On Machine Learning with R
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Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning met