Applying Decision Trees in Classification Tasks.

Violetta Galant, Mieczyslaw L.Owoc, Tomasz Gladysz: Applying Decision Trees in Classification Tasks CSIT 1999 : 157-160

Abstract

From its nature, decision-making processes and classification tasks are domains, where decision trees (DTs) are widely applied. The paper demonstrates the utility of the mentioned techniques in modeling of chosen knowledgebases, especially in certain classification tasks. The problem of evaluation of bank customers creditibility in a face of crediting is put as an example. The real testing databases are taken into account. Some suggestions on using DTs in similar tasks are presented in conclusion.

Copyright © 1999 by the Institute for Contemporary Education "JurInfoR-MSU". Permission to copy without fee all or part of this material is granted provided that the copies are not made or distributed for direct commercial advantage, the CSIT copyright notice and the title of the publication and its date appear, and notice is given that copying is by permission of the Institute for Contemporary Education JMSUICE. To copy otherwise, or to republish, requires a fee and/or special permission from the JMSUICE.

Printed Edition

Ch. Freytag and V. Wolfengagen (Eds.): CSIT'99, Proceedings of 1st International Workshop on Computer Science and Information Technologies, January 18-22, 1999, Moscow, Russia. MEPhI Publishing 1999, ISBN 5-7262-0263-5

Electronic Edition