Articles with "dimensional selection" as a keyword



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HDSI: High dimensional selection with interactions algorithm on feature selection and testing

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Published in 2021 at "PLoS ONE"

DOI: 10.1371/journal.pone.0246159

Abstract: Feature selection on high dimensional data along with the interaction effects is a critical challenge for classical statistical learning techniques. Existing feature selection algorithms such as random LASSO leverages LASSO capability to handle high dimensional… read more here.

Keywords: high dimensional; feature selection; selected features; selection interactions ... See more keywords