Title: Counting and enumerating aggregate classifiers
Authors: Adem, Jan ×
Crama, Y.
Gochet, Willy
Spieksma, Frederik #
Issue Date: 2008
Publisher: North-Holland
Series Title: Discrete applied mathematics vol:156 issue:13 pages:2459-2468
Abstract: We propose a generic model for the “weighted voting” aggregation step performed by several methods in supervised classification. Further, we construct an algorithm to enumerate the number of distinct aggregate classifiers that arise in this model. When there are only two classes in the classification problem, we show that a class of functions that arises from aggregate classifiers coincides with the class of self-dual positive threshold Boolean functions.
ISSN: 0166-218X
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Research Center for Operations Research and Business Statistics (ORSTAT), Leuven
Faculty of Economics and Business (FEB) - miscellaneous
× corresponding author
# (joint) last author

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