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Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection.
José Ramón Cano
Francisco Herrera
Manuel Lozano
Salvador García
Published in:
Expert Syst. Appl. (2008)
Keyphrases
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subgroup discovery
data sets
rule learning
learning algorithm
instance selection
training data
objective function
databases
data mining
similarity measure
data streams
knowledge representation
nearest neighbor
supervised learning
multiple instance learning