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Genetic Programming Based Ensemble System for Microarray Data Classification

Recently, more and more machine learning techniques have been applied to microarray data analysis. The aim of this study is to propose a genetic programming (GP) based new ensemble system (named GPES), which can be used to effectively classify different types of cancers. Decision trees are deployed...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Comput Math Methods Med
Hauptverfasser: Liu, Kun-Hong, Tong, Muchenxuan, Xie, Shu-Tong, Yee Ng, Vincent To
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4355811/
https://ncbi.nlm.nih.gov/pubmed/25810748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2015/193406
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