Algorithms for Regression and Classification

Name: Algorithms for Regression and Classification
Price: 15.78 USD
Availability: InStock
ISBN: 9783837096040

ISBN-10: 3837096041

ISBN-13: 9783837096040

Edition: 2009

Authors: Robin Nunkesser

List price: $13.90

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Description:

The focus of this dissertation is on robust regression and classification in genetic association studies. In the context of robust regression, new exact algorithms, results for robust online scale estimation, and an evolutionary computation algorithm for different estimators in higher dimensions are presented. For classification in genetic association studies, this thesis describes a Genetic Programming algorithm that outpeforms the standard approaches on the considered data sets.

Book details

List price: $13.90
Copyright year: 2009
Publisher: Books on Demand GmbH
Binding: Paperback
Pages: 154
Size: 7.00" wide x 10.00" long x 0.33" tall
Weight: 0.616
Language: English