On two measures of classifier competence for dynamic ensemble selection - Experimental comparative analysis

This paper presents two methods for calculating competence of a classifier in the feature space. The idea of the first method is based on relating the response of the classifier with the response obtained by a random guessing. The measure of competence reflects this relation and rates the classifier...

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Bibliographic Details
Main Authors: Kurzynski, M., Woloszynski, Tomasz, Lysiak, R.
Format: Conference Paper
Published: 2010
Online Access:http://hdl.handle.net/20.500.11937/38320