A Comparative Analysis of Feature Extraction Methods for Classifying Colon Cancer Microarray Data

A Comparative Analysis of Feature Extraction Methods for Classifying Colon Cancer Microarray Data

Feature extraction is a proficient method for reducing dimensions in the analysis and prediction of cancer classification. Microarray procedure has shown great importance in fetching informative genes th at needs enhancement in diagnosis. Microarray data is a challenging task due to high dimensional...

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Bibliographic Details
Main Authors: M.O. Arowolo, R.M. Isiaka, S.O. Abdulsalam, Y.K. Saheed, K.A. Gbolagade
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2017-09-01
Series:EAI Endorsed Transactions on Scalable Information Systems
Subjects:
Dimensionality Reduction
Principal Component Analysis
Partial Least Square
Support Vector Machine
Online Access:http://eudl.eu/doi/10.4108/eai.25-9-2017.153147

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