Induction of decision trees in numeric domains using set-valued attributes

Authors:
Dimitrios Kalles;Athanasios Papagelis;Eirini Ntoutsi
Affiliations:
Computer Technology Institute, PO Box 1122, GR-261 10, Patras, Greece. E-mail: {kalles, papagel, ntoutsi}@cti.gr;Computer Technology Institute, PO Box 1122, GR-261 10, Patras, Greece. E-mail: {kalles, papagel, ntoutsi}@cti.gr;Computer Technology Institute, PO Box 1122, GR-261 10, Patras, Greece. E-mail: {kalles, papagel, ntoutsi}@cti.gr
Venue:
Intelligent Data Analysis
Year:
2000

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Abstract

Discovery of multivalued dependencies from database relations is viewed as a search in a hypothesis space defined according to the generalisation relationship among multivalued dependencies. Two algorithms for the discovery of multivalued dependencies ...