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Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms
BACKGROUND: With modern methods in biotechnology, the search for biomarkers has advanced to a challenging statistical task exploring high dimensional data sets. Feature selection is a widely researched preprocessing step to handle huge numbers of biomarker candidates and has special importance for t...
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| Udgivet i: | BMC Bioinformatics |
|---|---|
| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
BioMed Central
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6986087/ https://ncbi.nlm.nih.gov/pubmed/31992203 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-3361-9 |
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