Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations

2011 | ISBN: 1609605578 | 445 pages | PDF | 4,75 MB

Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations offers a unique perspective on machine learning aspects of microarray gene expression based cancer classification. This multidisciplinary text is at the intersection of computer science and biology and, as a result, can be used as a reference book by researchers and students from both fields. Each chapter describes the process of algorithm design from beginning to end and aims to inform readers of best practices for use in their own research.

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