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

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...

Full description

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:
Variable selection
Cardiovascular disease
Predictive modeling
Kuopio ischemic heart disease risk factor study
Online Access:http://link.springer.com/article/10.1186/s13040-018-0180-x

Internet

http://link.springer.com/article/10.1186/s13040-018-0180-x

Similar Items