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Leave-one-out error

Known as: Leave one out error 
* Expected-to-leave-one-out error () Stability An algorithm f has stability if for each n there exists a and a such that: , with and going to zero… 
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Related topics

Related topics

5 relations
AlgorithmDeterministic algorithmLarge margin nearest neighborLoss function

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Online sequential prediction of imbalance data with two-stage hybrid strategy by extreme learning machine
2015
2015
MD-ELM: Originally Mislabeled Samples Detection using OP-ELM Model
2014
2014
One-class LS-SVM with zero leave-one-out error
This paper extends the closed form calculation of the leave-one-out (LOO) error for least-squares support vector machines (LS… 
2010
2010
Leave-One-Out Error
2005
2005
Radius-margin Bound on the Leave-one-out Error of Multi-class SVMs
Using a support vector machine requires to set two types of hyperparameters: the soft margin parameter C and the parameters of… 
2005
2005
Estimating the Leave-one-out Error for Support Vector Regression
Tuning multiple parameters for support vector machines is usually done by minimizing some estimates of the generalization error… 
2005
2005
Radius-Margin Bound on the Leave-One-Out Error of a M-SVM
Using a support vector machine (SVM) requires to set the values of two types of hyperparameters: the soft margin parameter C and… 
2001
2001
Bound on the Leave-One-Out Error for -SVMs
A bound on the leave-one-out error for -support vector (SV) machine binary classifiers is presented. This bound is based on the… 
Highly Cited
1999
Highly Cited
1999
Leave-One-Out Support Vector Machines
We present a new learning algorithm for pattern recognition inspired by a recent upper bound on leave-one-out error [Jaakkola and… 
1990
1990
Influence of primary weather variables on sorghum leaf blight severity in Southern Africa.
A study was conducted on the effect of climatic factors (rainfall, min. and max. air temp.) on severity of leaf blight… 
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