Robust Sparse Logistic Regression With the <inline-formula> <tex-math notation="LaTeX">$L_{q}$ </tex-math></inline-formula> (<inline-formula> <tex-math notation="LaTeX">$0 < \text{q} < 1$ </tex-math></inline-formula>) Regularization for Feature Selection Using Gene Expression Data
Microarray technology is a popular technique that has been extensively applied in cancer diagnosis. Many studies have used high-dimensional microarray data to identify informative features to classify the types of cancer, yet numerous irrelevant features that exist in microarray data may introduce t...
Main Authors: | Ziyi Yang, Yong Liang, Hui Zhang, Hua Chai, Bowen Zhang, Cheng Peng |
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Format: | Article |
Language: | English |
Published: |
IEEE
2018-01-01
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Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8528834/ |
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