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Random Forests with R
heftet,
2020,
Engelsk,
ISBN 9783030564841
This book offers an application-oriented guide to random forests: a statistical learning method extensively used in many fields of application, thanks to its excellent predictive …
Modeling and Stochastic Learning for Forecasting in High Dimensions
heftet,
2015,
Engelsk,
ISBN 9783319187310
The chapters in this volume stress the need for advances in theoretical understanding to go hand-in-hand with the widespread practical application of forecasting in industry. …
Interpretability for Industry 4.0 : Statistical and Machine Learning Approaches
heftet,
2022,
Engelsk,
ISBN 9783031124013
This volume provides readers with a compact, stimulating and multifaceted introduction to interpretability, a key issue for developing insightful statistical and machine learning …