Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction

The paper proposes an incremental Gene Expression Programming classifier. Its main features include using two-level ensemble consisting of base classifiers in form of genes and the upper-level classifier in the form of metagene. The approach enables us to deal with big datasets through controlling c...

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Bibliographic Details
Main Authors: Joanna Jedrzejowicz, Piotr Jedrzejowicz
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2018/6794067