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Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy

✍ Scribed by Ludmila I. Kuncheva; Christopher J. Whitaker

Book ID
110426529
Publisher
Springer
Year
2003
Tongue
English
Weight
519 KB
Volume
51
Category
Article
ISSN
0885-6125

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One of the most important steps in the design of a multi-classifier system (MCS), also known as ensemble, is the choice of the components (classifiers). This step is very important to the overall performance of a MCS since the combination of a set of identical classifiers will not outperform the ind