Induction of decision rules and classification in the valued tolerance approach
Stefanowski, Jerzy; Tsoukiàs, Alexis (2002), Induction of decision rules and classification in the valued tolerance approach, in Zhong, Ning; Skowron, Andrzej; Peters, James F.; Alpigini, James J., Rough Sets and Current Trends in Computing Third International Conference, RSCTC 2002, Malvern, PA, USA, October 14-16, 2002. Proceedings, Springer : Berlin, p. 271-278. http://dx.doi.org/10.1007/3-540-45813-1_35
TypeCommunication / Conférence
Conference titleThird International Conference on Rough Sets and Current Trends in Computing (RSCTC 2002)
Conference cityMalvern (PA)
Book titleRough Sets and Current Trends in Computing Third International Conference, RSCTC 2002, Malvern, PA, USA, October 14-16, 2002. Proceedings
Book authorZhong, Ning; Skowron, Andrzej; Peters, James F.; Alpigini, James J.
Series titleLecture Notes in Computer Science
Number of pages640
MetadataShow full item record
Abstract (EN)The problem of uncertain and/or incomplete information in information tables is addressed in the paper, mainly as far as the induction of classification rules is concerned. Two rule induction algorithms are introduced, discussed and tested on a number of benchmark data sets. Moreover, two different strategies for classifying objects on the basis of induced rules are introduced.
Subjects / Keywordsclassification; decision rules
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