Support vector machines with a reject option
From MaRDI portal
Publication:654412
DOI10.3150/10-BEJ320zbMath1243.68256arXiv1201.1140MaRDI QIDQ654412
Publication date: 28 December 2011
Published in: Bernoulli (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1201.1140
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)
Related Items
Twin SVM with a reject option through ROC curve, Discussion of ``Correlated variables in regression: clustering and sparse estimation, Model averaging for support vector classifier by cross-validation, Optimal discriminant analysis in high-dimensional latent factor models, Performance measures for classification systems with rejection, On Reject and Refine Options in Multicategory Classification, Large‐margin classification with multiple decision rules, Consistency of plug-in confidence sets for classification in semi-supervised learning, Learning with Rejection, Confidence sets with expected sizes for Multiclass Classification, Unnamed Item
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Sparsity in penalized empirical risk minimization
- Optimal aggregation of classifiers in statistical learning.
- Simultaneous analysis of Lasso and Dantzig selector
- Lasso type classifiers with a reject option
- Classifiers of support vector machine type with \(\ell_1\) complexity regularization
- Classification with reject option
- Combinatorial methods in density estimation
- The elements of statistical learning. Data mining, inference, and prediction