scientific article
From MaRDI portal
Publication:3174165
zbMath1222.62070MaRDI QIDQ3174165
Publication date: 12 October 2011
Full work available at URL: http://www.jmlr.org/papers/v8/guermeur07a.html
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
model selectionlarge margin classifiersgeneralized VC dimensionsmulti-class discriminant analysismulti-class SVMsstructural risk minimization inductive principleuniform strong laws of large numbers
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Strong limit theorems (60F15)
Related Items (10)
Unnamed Item ⋮ Unnamed Item ⋮ \(L_{p}\)-norm Sauer-Shelah lemma for margin multi-category classifiers ⋮ Supervised learning algorithms for multi-class classification problems with partial class memberships ⋮ A classification method for binary predictors combining similarity measures and mixture models ⋮ Multiclass classification with potential function rules: margin distribution and generalization ⋮ Tropical Support Vector Machines: Evaluations and Extension to Function Spaces ⋮ Analysis of a multi-category classifier ⋮ Comments on: Support vector machines maximizing geometric margins for multi-class classification ⋮ Multi-category classifiers and sample width
This page was built for publication:
