Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models (Chapman & Hall/CRC Data Science Series) - Tapa dura

Biecek, Przemyslaw; Burzykowski, Tomasz

 
9780367135591: Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models (Chapman & Hall/CRC Data Science Series)
Tapa dura
ISBN 10: 0367135590 ISBN 13: 9780367135591
Editorial: Chapman and Hall/CRC, 2021

Sinopsis

This book is about a new field in statistical machine learning - about interpretation and explanation of predictive models. Machine learning models are widely used in predictive modelling, both for regression and classification.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Przemyslaw Biecek is a professor in human-oriented machine learning at the Warsaw University of Technology and Principal Data Scientist in Samsung R&D Institute Poland. His main research project is DrWhy.AI - tools and methods for exploration, explanation, visualisation, and debugging of predictive models.

Tomasz Burzykowski is professor of biostatistics at Hasselt University and Vice-President for Research at International Drug Development Institute (IDDI). He has published extensively on applications of statistics in medicine and biology.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2021
Idioma
Inglés
ISBN 10 
0367135590
ISBN 13 
9780367135591
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
324
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780367693923: Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models (Chapman & Hall/CRC Data Science Series)

Edición Destacada

ISBN 10:  0367693925 ISBN 13:  9780367693923
Editorial: Chapman and Hall/CRC, 2022
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