Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach.

Neumann, Ursula; Riemenschneider, Mona; Sowa, Jan-Peter; Baars, Theodor; Kälsch, Julia; Canbay, Ali; Heider, Dominik

Neumann, Ursula; Riemenschneider, Mona; Sowa, Jan-Peter; Baars, Theodor; Kälsch, Julia; Canbay, Ali; Heider, Dominik.

Afiliação

Neumann U; Department of Bioinformatics, Straubing, 94315 Germany ; University of Applied Science, Weihenstephan-Triesdorf, Freising, 85354 Germany ; Wissenschaftszentrum Weihenstephan, Technische Universität München, Freising, 85354 Germany.
Riemenschneider M; Department of Bioinformatics, Straubing, 94315 Germany ; University of Applied Science, Weihenstephan-Triesdorf, Freising, 85354 Germany.
Sowa JP; Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, 45122 Germany.
Baars T; Clinic for Cardiology, West German Heart and Vascular Centre Essen, University Hospital, University Duisburg-Essen, Essen, 45122 Germany.
Kälsch J; Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, 45122 Germany.
Canbay A; Department of Gastroenterology and Hepatology, University Hospital, University Duisburg-Essen, Essen, 45122 Germany.
Heider D; Department of Bioinformatics, Straubing, 94315 Germany ; University of Applied Science, Weihenstephan-Triesdorf, Freising, 85354 Germany ; Wissenschaftszentrum Weihenstephan, Technische Universität München, Freising, 85354 Germany.

BioData Min ; 9: 36, 2016.

Article em En | MEDLINE | ID: mdl-27891179