Feature Selection for Cancer Classification: A dissemination Report Containing A Novel Feature Selection Approach - Softcover

Sahu, Barnali; Mishra, Debahuti

Softcover

ISBN 10: 3848447533 ISBN 13: 9783848447534

Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

Feature selection for cancer classification contains a novel approach for feature selection for cancer microarray data using signal-to-noise ratio approach and t-statistics. It starts with a through overview of the concepts of gene expression data and feature selection approaches for cancer data sets. It then connects these concepts and applies them to the study of various literature and list out the approaches used and their limitations and advantages. Key features include; 1. A brief introduction on microarray data 2. Different feature selection approaches available in the literature are described 3. Provides proposed feature selection approach 4. Experimental evaluation and result analysis for different cancer data sets after classification.

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Über die Autorin bzw. den Autor

Assistant ProfessorDepartment of computer science and EngineeringTrident Academy of TechnologyBiju Patnaik University of Technology, Bhuabneswar, Odisha, India,

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2012
• Sprache: Englisch
• ISBN 10: 3848447533
• ISBN 13: 9783848447534
• Einband: Taschenbuch
• Anzahl der Seiten: 140
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Saarbrücker Vlg. f. Rechtswissensch.; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland