Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models

Biecek, Przemyslaw

ISBN 10: 0367693925 / ISBN 13: 9780367693923

Edité par Chapman and Hall/CRC 2022-09, 2022

A propos de cet article

N° de réf. du vendeur 6666-IUK-9780367693923

Détails bibliographiques

• Titre: Explanatory Model Analysis: Explore, Explain, and Examine Predictive Models
• Éditeur: Chapman and Hall/CRC 2022-09
• Date de parution: 2022
• Langue: anglais
• ISBN à 10 chiffres: 0367693925
• ISBN à 13 chiffres: 9780367693923
• Reliure: PF
• État de l'article: New

A propos de ce titre

Synopsis

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.

À propos de l?auteur

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.