%0 Journal Article
	%A Itgel Bayarsaikhan and  Jimin Lee and  Sejong Oh
	%D 2010
	%J International Journal of Computer and Information Engineering
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 43, 2010
	%T Dataset Analysis Using Membership-Deviation Graph
	%U https://publications.waset.org/pdf/4575
	%V 43
	%X Classification is one of the primary themes in
computational biology. The accuracy of classification strongly
depends on quality of a dataset, and we need some method to
evaluate this quality. In this paper, we propose a new graphical
analysis method using 'Membership-Deviation Graph (MDG)' for
analyzing quality of a dataset. MDG represents degree of
membership and deviations for instances of a class in the dataset. The
result of MDG analysis is used for understanding specific feature and
for selecting best feature for classification.
	%P 1184 - 1187