Bias‐Variance Trade‐Off

Machine Learning 2026

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Authors: Steven W. Knox
DOI: 10.1002/9781394325313.ch05
Cited by: 0

Abstract

Chapter 5 discusses bias-variance trade-off, a topic essential to understanding the design principles behind ensemble methods in Chapter 6.

Fields of Study & Subjects

Machine Learning and Algorithms Machine Learning and Data Classification Imbalanced Data Classification Techniques

Publication details

Journal / source
Machine Learning
Pages
121–130
Publication date
22 January 2026
Language
EN