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2004
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The Characterization of Classification Problems by Classifier Disagreements

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The Characterization of Classification Problems by Classifier Disagreements
In this paper we try to characterize a set of classification problems. For this, we use the disagreement between a set of standard classifiers. The disagreement patterns do not only point towards different types of classification problems, but also indicate the novelty and the usefulness of a classifier with respect to a set of classification problems and classifiers. Some experiments show when known classification problems become unknown after changing their feature size or their training set size.
David M. J. Tax, Elzbieta Pekalska, Robert P. W. D
Added 09 Nov 2009
Updated 09 Nov 2009
Type Conference
Year 2004
Where ICPR
Authors David M. J. Tax, Elzbieta Pekalska, Robert P. W. Duin
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