A robust support vector machine for labeling errors

Hosik Choi, Yongdai Kim, Sunghoon Kwon, Changyi Park

Abstract: Support vector machine (SVM) is sparse in that its classifier is expressed as a linear combination of only a few support vectors (SVs). Whenever an outlier is included as an SV in the classifier, t...