Skip to search formSkip to main contentSkip to account menu

Bias–variance tradeoff

Known as: Bias–variance dilemma, Bias–variance decomposition, Bias and variance tradeoff 
In statistics and machine learning, the bias–variance tradeoff (or dilemma) is the problem of simultaneously minimizing two sources of error that… 
Wikipedia (opens in a new tab)

Related topics

Related topics

24 relations
AlgorithmArtificial neural networkBoosting (machine learning)Bootstrap aggregating

Broader (3)

Machine learningModel selectionStatistical classification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Adaptive frequency estimation of three-phase power systems
2013
2013
Action Discovery and Intrinsic Motivation: A Biologically Constrained Formalisation
We introduce a biologically motivated, formal framework or “ontology” for dealing with many aspects of action discovery which we… 
Review
2008
Review
2008
The LX—M relation of clusters of galaxies
We present a new measurement of the scaling relation between X-ray luminosity and total mass for 17,000 galaxy clusters in the… 
2002
2002
Hindsight Bias and Individual Risk Attitude within the Context of Experimental Asset Markets
This paper investigates the robustness of hindsight bias in experimental asset markets, the time-invariance of the different… 
2002
2002
Ensemble of GA based Selective Neural Network Ensembles
Neural network ensemble is a learning paradigm where several neural networks are jointly used to solve a problem. In this paper… 
2002
2002
Reducing diagnostic bias.
2001
2001
Memory Bias for Forbidden Food Cues in Restrained Eaters
Research on the cognitive patterns characteristic of women high in dietary restraint indicates an attentional bias favoring the… 
1997
1997
The Controllability of Negative Life Experiences Mediates Unrealistic Optimism
Two studies examined the impact of negative life experiences on relative risk judgements. In Study 1 (n = 80) and Study 2 (n… 
Highly Cited
1991
Highly Cited
1991
Sex bias or equal opportunity? Patterns of maternal investment in bison
SummaryIn polygynous mammals, it may be adaptive for mothers to invest more in sons and/or to adjust the sex ratio of offspring… 
1980
1980
Full Information Estimates of a Nonlinear Macroeconometric Model
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)