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Ensemble of penalized logistic models for classification of high-dimensional data
- 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...
- Subjects :
- Statistics and Probability
Clustering high-dimensional data
021103 operations research
business.industry
Quantitative Biology::Molecular Networks
0211 other engineering and technologies
Pattern recognition
02 engineering and technology
Quantitative Biology::Genomics
01 natural sciences
010104 statistics & probability
Modeling and Simulation
Statistics
Artificial intelligence
0101 mathematics
business
Mathematics
Subjects
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