Feature Selection and Ensemble Methods for Bioinformatics
Oleg Okun
Gebundenes Buch

Feature Selection and Ensemble Methods for Bioinformatics

Algorithmic Classification and Implementations

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Machine learning is the branch of artificial intelligence whose goal is to develop algorithms that add learning capabilities to computers. Ensembles are an integral part of machine learning. A typical ensemble includes several algorithms performing the task of prediction of the class label or the degree of class membership for a given input presented as a set of measurable characteristics, often called features. Feature Selection and Ensemble Methods for Bioinformatics: Algorithmic Classification and Implementations offers a unique perspective on machine learning aspects of microarray gene exp...