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Ensemble of penalized logistic models for classification of high-dimensional data

Authors :
Zahid Asghar
Musarrat Ijaz
Asma Gul
Source :
Communications in Statistics - Simulation and Computation. 50:2072-2088
Publication Year :
2019
Publisher :
Informa UK Limited, 2019.

Abstract

Classification of High-dimensional data, such as gene expression data having far more variables (genes) than observations, is challenging. Classifiers aggregation known as ensemble method has prove...

Details

ISSN :
15324141 and 03610918
Volume :
50
Database :
OpenAIRE
Journal :
Communications in Statistics - Simulation and Computation
Accession number :
edsair.doi...........f5a3c60fc845742c1e130cb0bb937484
Full Text :
https://doi.org/10.1080/03610918.2019.1595647