Author:
Bühlmann P.,Gertheiss J.,Hieke S.,Kneib T.,Ma S.,Schumacher M.,Tutz G.,Wang C. -Y.,Wang Z.,Ziegler A.
Abstract
SummaryThis article is part of a For-Discussion-Section of Methods of Information in Medicine about the papers “The Evolution of Boosting Algorithms – From Machine Learning to Statistical Modelling” [1] and “Extending Statistical Boosting – An Overview of Recent Methodological Developments” [2], written by Andreas Mayr and co-authors. It is introduced by an editorial. This article contains the combined commentaries invited to independently comment on the Mayr et al. papers. In sub-sequent issues the discussion can continue through letters to the editor.
Subject
Health Information Management,Advanced and Specialised Nursing,Health Informatics
Reference70 articles.
1. The Evolution of Boosting Algorithms
2. Extending Statistical Boosting
3. Freund Y. Schapire RE. Experiments with a new boosting algorithm. In: Proceedings of the Thirteenth International Conference on Machine Learning. San Francisco, CA: Morgan Kaufmann Publishers Inc.; 1996. pp 148 -156
4. Prediction Games and Arcing Algorithms
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