Suite of decision tree-based classification algorithms on cancer gene expression data

Suite of decision tree-based classification algorithms on cancer gene expression data

One of the major challenges in microarray analysis, especially in cancer gene expression profiles, is to determine genes or groups of genes that are highly expressed in cancer cells but not in normal cells. Supervised machine learning techniques are used with microarray datasets to build classificat...

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Bibliographic Details
Main Authors: Mohmad Badr Al Snousy, Hesham Mohamed El-Deeb, Khaled Badran, Ibrahim Ali Al Khlil
Format: Article
Language:English
Published: Elsevier 2011-07-01
Series:Egyptian Informatics Journal
Subjects:
DNA microarray
Cancer
Classification
Decision trees
Ensample decision tree
Attribute selection
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866511000223

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http://www.sciencedirect.com/science/article/pii/S1110866511000223

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