Explainable machine learning guide (26 résultats)

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Taschenbuch. Etat : Neu. Meaningful Machine Learning | A Guide for Making Models Explainable | Binit Patel | Taschenbuch | Englisch | 2022 | LAP LAMBERT Academic Publishing | EAN 9786200102416 | Verantwortliche Person für die EU: SIA OmniScriptum Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu. …

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paperback. Etat : New. Language:Chinese.Paperback. Pub Date: 2024-10 Pages: 272 Publisher: Publishing House of Electronics Industry While machine learning holds great potential for improving product performance. product processes. and advancing research. it still faces a major obstaclecomputers cannot interpret their predictions. Therefore. this book aims to clarify how to make machine learning models and their decisions interpretable. The book explores the concept of interpretability and introduces many simple int.…

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paperback. Etat : New. Paperback. Pub Date: 2021-03-01 Pages: 244 Language: Chinese Publisher: Electronic Industry Press. Although machine learning has great potential for improving product performance and advancing research. it cannot explain their predictions. This is A major obstacle currently facing.?Explainable Machine Learning: A Guide to Understanding the Interpretability of Black Box Models is a book about making machine learning models and their decisions interpretable.?This book explores the concept of in.…

Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book is a unique entanglement of theory, examples and processes relevant to Responsible Machine Learning. You will find intuitions and examples for Interpretable Machine Learning (IML) and eXplainable Artificial Intelligence (XAI). Descriptions are supplemented by code snippets with examples for R with the use of randomForest, mlr3 and DALEX packages. Finally, the process is shown through a comic book describing the adventures of two characters, Beta and Bit. The interaction of these two shows the decisions that analysts often face, whether to try a different model, try another technique for exploration or look for other data -- questions like how to compare models or validate them.All examples are fully reproducible so that one can replay all adventures on a local desktop.Model development is a responsible and challenging task but also an exciting adventure. Sometimes textbooks focus only on the technical side, losing all the fun. Here we are going to have it all.…

Taschenbuch. Etat : Neu. The Hitchhiker's Guide to Responsible Machine Learning | Interpretable and eXplainable Artificial Intelligence with examples in R | Przemys¿aw Biecek (u. a.) | Taschenbuch | Englisch | 2022 | Scientific Foundation [.] | EAN 9788365291127 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. …

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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Writing this book was a lot of fun. This book will teach you how to make (supervised) machine learning models interpretable. The chapters contain some mathematical formulas, but you should be able to understand the ideas behind the methods even without the mathematics. This book is not for people who try to learn machine learning from scratch. If you are new to machine learning, there are loads of books and other resources for learning the basics. You can either read the book from beginning to end or jump directly to the methods that interest you. I hope you will enjoy the read.…

Buch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Explainable AI (XAI) and interpretable machine learning are becoming essential in educational research, offering transparency and practical insight. This book provides a comprehensive guide to applying these technologies to analyze data, assess learning, and design adaptive environments while maintaining ethical and interpretable AI use.…

Buch. Etat : Neu. Explainable Artificial Intelligence and Interpretable Machine Learning in Education | A Researcher's Guide to Data Science | Myint Swe Khine | Buch | Einband - fest (Hardcover) | Englisch | 2026 | CRC Press | EAN 9781041149019 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. …