Przemyslaw Biecek, Tomasz Burzykowski (Belgium Hasselt University)

Gebundenes Buch

Explanatory Model Analysis

Explore, Explain, and Examine Predictive Models

Beschreibung

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

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.

Produktdetails

• Chapman & Hall/CRC Data Science Series
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 324
• Erscheinungstermin: 18. März 2021
• Englisch
• Abmessung: 240mm x 161mm x 22mm
• Gewicht: 636g
• ISBN-13: 9780367135591
• ISBN-10: 0367135590
• Artikelnr.: 60007643