Evolutionary methods for variable selection in the epidemiological modeling of cardiovascular diseases

Abstract Background The redundancy of information is becoming a critical issue for epidemiologists. High-dimensional datasets require new effective variable selection methods to be developed. This study implements an advanced evolutionary variable selection method which is applied for cardiovascular...

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Bibliographic Details
Main Authors: Christina Brester, Jussi Kauhanen, Tomi-Pekka Tuomainen, Sari Voutilainen, Mauno Rönkkö, Kimmo Ronkainen, Eugene Semenkin, Mikko Kolehmainen
Format: Article
Language:English
Published: BMC 2018-08-01
Series:BioData Mining
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13040-018-0180-x

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