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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
2008
Highly Cited
2008
Classification model for product form design using fuzzy support vector machines
2007
2007
Spatially based methods to assess the ecological status of riverine fish assemblages in European ecoregions
The objective was to develop spatially based (type-specific) methods to assess the ecological status of European rivers according… 
Highly Cited
2002
Highly Cited
2002
Classification of Mammographic Breast Density Using a Combined Classifier Paradigm
In this paper we investigate a new approach to the classification of mammographic images according to breast type. The… 
Highly Cited
2002
Highly Cited
2002
A NOVEL APPROACH FOR THE ANALYSIS OF HIGH-FREQUENCY VIBRATIONS
Abstract Despite much effort in the past few decades, the numerical prediction of high-frequency vibrations remains a challenging… 
Highly Cited
1998
Highly Cited
1998
Individuality in the groans of fallow deer ( Dama dama ) bucks
Vocal signatures and individual recognition are documented in a wide range of avian and mammalian species, but little is known… 
Highly Cited
1998
Highly Cited
1998
A geostatistical method for soil salinity sample site spacing
Highly Cited
1996
Highly Cited
1996
Prediction of Aqueous Solubility for a Diverse Set of Heteroatom-Containing Organic Compounds Using a Quantitative Structure-Property Relationship
The primary goal of a quantitative structure−property relationship (QSPR) is to identify a set of structurally based numerical… 
Highly Cited
1994
Highly Cited
1994
Wavelet regression by cross-validation,
This paper is about using wavelets for regression. The main aim of the paper is to introduce and develop a cross-validation… 
Review
1993
Review
1993
Environmental and Regional Determinants of Anopheles (Diptera: Culicidae) Larval Distribution in Belize, Central America
Surveys of Anopheles larval habitats in northern Belize were carried out during September 1990 and April 1991. At each site… 
Highly Cited
1992
Highly Cited
1992
Algorithms for Identifying Relevant Features
This paper describes eecient methods for exact and approximate implementation of the MIN-FEATURES bias, which prefers consistent… 
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