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LogSum + L(2) penalized logistic regression model for biomarker selection and cancer classification
Biomarker selection and cancer classification play an important role in knowledge discovery using genomic data. Successful identification of gene biomarkers and biological pathways can significantly improve the accuracy of diagnosis and help machine learning models have better performance on classif...
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| Udgivet i: | Sci Rep |
|---|---|
| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7747646/ https://ncbi.nlm.nih.gov/pubmed/33335163 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-79028-0 |
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