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Sparse Linear Discriminant Analysis using the Prior-Knowledge-Guided Block Covariance Matrix
There are two key challenges when using a linear discriminant analysis in the high-dimensional setting, including singularity of the covariance matrix and difficulty of interpreting the resulting classifier. Although several methods have been proposed to address these problems, they focused only on...
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| Vydáno v: | Chemometr Intell Lab Syst |
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| Hlavní autoři: | , , |
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
2020
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| Témata: | |
| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7505231/ https://ncbi.nlm.nih.gov/pubmed/32968333 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.chemolab.2020.104142 |
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