Explanatory Model Analysis (ePub)

Name: Explanatory Model Analysis
Brand: Taylor & Francis
SKU: 136624186
Price: 60.99 EUR
Availability: OnlineOnly

Explore, Explain, and Examine Predictive Models (Sprache: Englisch)

Autoren: Przemyslaw Biecek , Tomasz Burzykowski

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Explanatory Model Analysis, Przemyslaw Biecek, Tomasz Burzykowski

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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.

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Autoren-Porträt von Przemyslaw Biecek, Tomasz Burzykowski

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.