A sparse nearest mean classifier for high dimensional multi-class problems

@article{Veenman2011ASN,
  title={A sparse nearest mean classifier for high dimensional multi-class problems},
  author={Cor J. Veenman and Annabel Bolck},
  journal={Pattern Recognition Letters},
  year={2011},
  volume={32},
  pages={854-859}
}
0167-8655/$ see front matter 2011 Elsevier B.V. A doi:10.1016/j.patrec.2011.01.011 ⇑ Corresponding author. Address: Laan van Ypenbur Netherlands. Tel.: +31 70 8886654; fax: +31 70 8886 E-mail addresses: c.veenman@nfi.minjus.nl, corvee man), a.bolck@nfi.minjus.nl (A. Bolck). The analysis of small datasets in high dimensional spaces is inherently difficult. For two-class classification problems there are a few methods that are able to face the so-called curse of dimensionality. However, for multi… CONTINUE READING