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Cross-validation (statistics)

Known as: Hold-out cross-validation, LOOCV, Rotation estimation 
Cross-validation, sometimes called rotation estimation, is a model validation technique for assessing how the results of a statistical analysis will… 
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Related topics

Related topics

49 relations
Akaike information criterionArtificial neural networkAutoregressive modelBacktesting

Broader (2)

Machine learningModel selection

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2015
Highly Cited
2015
Gradient-based Hyperparameter Optimization through Reversible Learning
Tuning hyperparameters of learning algorithms is hard because gradients are usually unavailable. We compute exact gradients of… 
Highly Cited
2015
Highly Cited
2015
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model
We aim to produce predictive models that are not only accurate, but are also interpretable to human experts. Our models are… 
Highly Cited
2012
Highly Cited
2012
A collaborative filtering approach to mitigate the new user cold start problem
Highly Cited
2011
Highly Cited
2011
Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space
Past research in analysis of human affect has focused on recognition of prototypic expressions of six basic emotions based on… 
Highly Cited
2009
Highly Cited
2009
Larval retention and connectivity among populations of corals and reef fishes: history, advances and challenges
The extent of larval dispersal on coral reefs has important implications for the persistence of coral reef metapopulations, their… 
Review
2004
Review
2004
How robust is the evidence on the effects of college quality? Evidence from matching
Highly Cited
2003
Highly Cited
2003
Latest views of the sparse Radon transform
The Radon transform (RT) suffers from the typical problems of loss of resolution and aliasing that arise as a consequence of… 
Highly Cited
2001
Highly Cited
2001
July mean temperature and annual precipitation trends during the Holocene in the Fennoscandian tree-line area: pollen-based climate reconstructions
July mean temperature and annual precipipation during the last 9900 cal. yr BP were recon structed from pollen assemblages… 
Highly Cited
2001
Highly Cited
2001
Geostatistical modelling of uncertainty in soil science
Highly Cited
1995
Highly Cited
1995
Graphical and Statistical Methods for Determining the Consistency of Age Determinations
Abstract Many laboratories rely on periodic rereading of reference collections of scales or otoliths to ensure that their age… 
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