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Decision Tree Classifiers in Bioinformatics

By Inese Poļaka, Igor Tom and Arkādijs Borisovs

Abstract

This paper presents a literature review of articles related to the use of decision tree classifiers in gene microarray data analysis published in the last ten years. The main focus is on researches solving the cancer classification problem using single decision tree classifiers (algorithms C4.5 and CART) and decision tree forests (e.g. random forests) showing strengths and weaknesses of the proposed methodologies when compared to other popular classification methods. The article also touches the use of decision tree classifiers in gene selection

Topics: bioinformatics, cancer classification, decision tree classifiers, gene expression, gene microarray data analysis
OAI identifier: oai:ortus.rtu.lv:8862
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