Combining Classifiers
Abstract
Chapter 6 presents various ensemble methods. The methods described in Chapters 3 and 4 produce regressors or classifiers that are not naturally decomposable into collections of smaller regressors or classifiers. In contrast, Chapter 6 introduces classification methods that combine base learners in various ways.
Fields of Study & Subjects
Machine Learning and Data Classification
Imbalanced Data Classification Techniques
Machine Learning and Algorithms
Publication details
- Journal / source
- Machine Learning
- Pages
- 131–162
- Publication date
- 22 January 2026
- Language
- EN