microarray data classification

47

ACIIDS
2010
IEEE

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On the Effectiveness of Gene Selection for Microarray Classification Methods

13 years 9 months ago

Microarray data usually contains a high level of noisy gene data, the noisy gene data include incorrect, noise and irrelevant genes. Before Microarray data classification takes pla...

Zhongwei Zhang, Jiuyong Li, Hong Hu, Hong Zhou

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37

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IJON
2006

99views more IJON 2006»

Feature selection in independent component subspace for microarray data classification

13 years 10 months ago

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A novel method for microarray data classification is proposed in this letter. In this scheme, the sequential floating forward selection (SFFS) technique is used to select the inde...

Chun-Hou Zheng, De-Shuang Huang, Li Shang

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56

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CATA
2008

136views Computer Science» more CATA 2008»

Investigation of Random Forest Performance with Cancer Microarray Data

14 years 9 days ago

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The diagnosis of cancer type based on microarray data offers hope that cancer classification can be highly accurate for clinicians to choose the most appropriate forms of treatmen...

Myungsook Klassen, Matt Cummings, Griselda Saldana

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