H.6.2.5. Statistical
Outlier Detection for Support Vector Machine using Minimum Covariance Determinant Estimator

M. Mohammadi; M. Sarmad

Volume 7, Issue 2 , April 2019, , Pages 299-309

http://dx.doi.org/10.22044/jadm.2018.5321.1641

Abstract
  The purpose of this paper is to identify the effective points on the performance of one of the important algorithm of data mining namely support vector machine. The final classification decision has been made based on the small portion of data called support vectors. So, existence of the atypical observations ...  Read More