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Bias–variance tradeoff
Known as:
Bias–variance dilemma
, Bias–variance decomposition
, Bias and variance tradeoff
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In statistics and machine learning, the bias–variance tradeoff (or dilemma) is the problem of simultaneously minimizing two sources of error that…
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Related topics
Related topics
24 relations
Algorithm
Artificial neural network
Boosting (machine learning)
Bootstrap aggregating
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Broader (3)
Machine learning
Model selection
Statistical classification
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Adaptive frequency estimation of three-phase power systems
R. Arablouei
,
K. Doğançay
,
S. Werner
Signal Processing
2015
Corpus ID: 45843649
2013
2013
Action Discovery and Intrinsic Motivation: A Biologically Constrained Formalisation
K. Gurney
,
N. Lepora
,
Ashvin Shah
,
A. Koene
,
P. Redgrave
Intrinsically Motivated Learning in Natural and…
2013
Corpus ID: 16032058
We introduce a biologically motivated, formal framework or “ontology” for dealing with many aspects of action discovery which we…
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Review
2008
Review
2008
The LX—M relation of clusters of galaxies
E. Rykoff
,
A. Evrard
,
+8 authors
Risa Wechsler
2008
Corpus ID: 879317
We present a new measurement of the scaling relation between X-ray luminosity and total mass for 17,000 galaxy clusters in the…
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2002
2002
Hindsight Bias and Individual Risk Attitude within the Context of Experimental Asset Markets
Tarek el Sehity
,
H. Haumer
,
C. Helmenstein
,
E. Kirchler
,
Boris Maciejovsky
2002
Corpus ID: 17850171
This paper investigates the robustness of hindsight bias in experimental asset markets, the time-invariance of the different…
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2002
2002
Ensemble of GA based Selective Neural Network Ensembles
Jianxin Wu
,
Zhi-Hua Zhou
,
Zhaoqian Chen
2002
Corpus ID: 15868802
Neural network ensemble is a learning paradigm where several neural networks are jointly used to solve a problem. In this paper…
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2002
2002
Reducing diagnostic bias.
J. McLaughlin
2002
Corpus ID: 56852025
2001
2001
Memory Bias for Forbidden Food Cues in Restrained Eaters
A. Israeli
,
S. Stewart
Cognitive Therapy and Research
2001
Corpus ID: 30837152
Research on the cognitive patterns characteristic of women high in dietary restraint indicates an attentional bias favoring the…
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1997
1997
The Controllability of Negative Life Experiences Mediates Unrealistic Optimism
N. C. Higgins
,
Michelle D. St. Amand
,
G. D. Poole
1997
Corpus ID: 142684041
Two studies examined the impact of negative life experiences on relative risk judgements. In Study 1 (n = 80) and Study 2 (n…
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Highly Cited
1991
Highly Cited
1991
Sex bias or equal opportunity? Patterns of maternal investment in bison
Wendy C. H. Green
,
A. Rothstein
Behavioral Ecology and Sociobiology
1991
Corpus ID: 26451411
SummaryIn polygynous mammals, it may be adaptive for mothers to invest more in sons and/or to adjust the sex ratio of offspring…
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1980
1980
Full Information Estimates of a Nonlinear Macroeconometric Model
R. Fair
,
William R. Parke
1980
Corpus ID: 14511571
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