Grid base classifier in comparison to nonparametric methods in multiclass classification

• Main Authors: Moheb Pour, Majid Reza, Jantan, Adznan, Saripan, M. Iqbal
• Format: Article
• Language: English
• Published: Universiti Putra Malaysia Press 2010
• Online Access: http://psasir.upm.edu.my/id/eprint/40572/1/Grid%20Base%20Classifier%20in%20Comparison%20to%20Nonparametric%20Methods%20in%20Multiclass%20Classification.pdf; http://psasir.upm.edu.my/id/eprint/40572/; http://www.pertanika.upm.edu.my/Pertanika%20PAPERS/JST%20Vol.%2018%20%281%29%20Jan.%202010/18%20Pg%20139-154.pdf

In this paper, a new method known as Grid Base Classifier was proposed. This method carries the advantages of the two previous methods in order to improve the classification tasks. The problem with the current lazy algorithms is that they learn quickly, but classify very slowly. On the other hand, t...