Stability selection for LASSO with weights based on AUC
Stability selection for LASSO with weights based on AUC
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Publisher
London: Nature Publishing Group UK
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Language
English
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London: Nature Publishing Group UK
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Stability selection is a variable selection algorithm based on resampling a dataset. Based on stability selection, we propose weighted stability selection to select variables by weighing them using the area under the receiver operating characteristic curve (AUC) from additional modelling. Through an extensive simulation study, we evaluated the perf...
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Full title
Stability selection for LASSO with weights based on AUC
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TN_cdi_doaj_primary_oai_doaj_org_article_042ff7f83b7b476e9eba2fdb3b50721f
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_042ff7f83b7b476e9eba2fdb3b50721f
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-023-32517-4
