A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees

A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees

The knowledge extraction from data with noise or outliers is a complex problem in the data mining area. Normally, it is not easy to eliminate those problematic instances. To obtain information from this type of data, robust classifiers are the best option to use. One of them is the application of ba...

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Bibliographic Details
Main Authors: Joaquín Abellán, Javier G. Castellano, Carlos J. Mantas
Format: Article
Language:English
Published: Wiley 2017-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2017/9023970
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