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

Author

Zahid Asghar, Musarrat Ijaz, and Asma Gul

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
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...

Published
2019
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