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A Hierarchical Multiple Classifier Learning Algorithm University of Washington
 

Summary: A Hierarchical Multiple Classifier Learning Algorithm
Yu-Yu Chou
University of Washington
Department of Electrical Engineering
Box 352350, Seattle, WA 98195, U.S.A.
yuyu@ee.washington.edu
Linda G. Shapiro
University of Washington
Department of Computer Science and Engineering
Box 352350, Seattle, WA 98195, U.S.A.
shapiro@cs.washington.edu
Track: Pattern Recognition and Neural Networks
Keywords: Multiple Classifier, Data Clustering, Ma-
chine Learning
Abstract
In this paper we describe a new hierarchical multiple
classifier learning algorithm that was developed to provide
a tool for classifier construction in medical applications.
The new mechanism uses data clustering and sub-class la-
beling to reduce the overhead of training and enhance the

  

Source: Anderson, Richard - Department of Computer Science and Engineering, University of Washington at Seattle

 

Collections: Computer Technologies and Information Sciences