Probability estimation for large-margin classifiers
From MaRDI portal
Publication:3631486
DOI10.1093/biomet/asm077zbMath1437.62648OpenAlexW2166198808MaRDI QIDQ3631486
Yu Feng Liu, Xiaotong Shen, Junhui Wang
Publication date: 10 June 2009
Published in: Biometrika (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1093/biomet/asm077
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10)
Related Items
Analysis of presence-only data via semi-supervised learning approaches, Probability-enhanced effective dimension reduction for classifying sparse functional data, Influence diagnostics in support vector machines, Probability-enhanced sufficient dimension reduction for binary classification, Auxiliary Marker-Assisted Classification in the Absence of Class Identifiers, An efficient model-free estimation of multiclass conditional probability, A structured covariance ensemble for sufficient dimension reduction, Set-Valued Support Vector Machine with Bounded Error Rates, An ordinary differential equation-based solution path algorithm, Non-crossing large-margin probability estimation and its application to robust SVM via pre\-condi\-tion\-ing, On Reject and Refine Options in Multicategory Classification, Large‐margin classification with multiple decision rules, Robust penalized logistic regression with truncated loss functions, Multiclass Probability Estimation With Support Vector Machines, Semi-supervised inference: general theory and estimation of means, Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory, Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications, Variable selection in large margin classifier-based probability estimation with high-dimensional predictors, On the Effect and Remedies of Shrinkage on Classification Probability Estimation
