Grid base classifier in comparison to nonparametric methods in multiclass classification

• 主要な著者: Moheb Pour, Majid Reza, Jantan, Adznan, Saripan, M. Iqbal
• フォーマット: 論文
• 言語: English
• 出版事項: Universiti Putra Malaysia Press 2010
• オンライン･アクセス: 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...