Fast rates for support vector machines using gaussian kernels
- Author
- STEINWART, Ingo1 ; SCOVEL, Clint1
[1] Los Alamos National Laboratory, United States - Source
Annals of statistics. 2007, Vol 35, Num 2, pp 575-607, 33 p ; ref : 39 ref
- CODEN
- ASTSC7
- ISSN
- 0090-5364
- Scientific domain
- Mathematics
- Publisher
- Institute of Mathematical Statistics, Hayward, CA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Keyword (fr)
- Analyse discriminante Analyse multivariable Apprentissage Approximation Econométrie Erreur approximation Erreur estimation Estimation erreur Fonction répartition Méthode noyau Méthode statistique Noyau(mathématiques) Sciences économiques 60E05 60J20 62H30 62P20 Classification automatique(statistiques)
- Keyword (en)
- Discriminant analysis Multivariate analysis Learning Approximation Econometrics Approximation error Estimation error Error estimation Distribution function Kernel method Statistical method Kernels Economics
- Keyword (es)
- Análisis discriminante Análisis multivariable Aprendizaje Aproximación Econometría Error aproximación Error estimación Estimación error Función distribución Método núcleo Método estadístico Ciencias económicas
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H01 Probability theory and stochastic processes / 001A02H01F Distribution theory
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H01 Probability theory and stochastic processes / 001A02H01J Markov processes
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02A General topics
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02I Multivariate analysis
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 18953835
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1214/009053606000001226 
https://dx.doi.org/10.1214/009053606000001226
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