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depscope/conda/r-snpls

r-snpls

condav1.0.27

Tools for performing variable selection in three-way data using N-PLS in combination with L1 penalization, Selectivity Ratio and VIP scores. The N-PLS model (Rasmus Bro, 1996 <DOI:10.1002/(SICI)1099-128X(199601)10:1%3C47::AID-CEM400%3E3.0.CO;2-C>) is the natural extension of PLS (Partial Least Squares) to N-way structures, and tries to maximize the covariance between X and Y data arrays. The package also adds variable selection through L1 penalization, Selectivity Ratio and VIP scores.

License GPL-2.0-or-later2 versions1 maintainers0 deps174 weekly dl
52
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Health breakdown0 – 100
10/25
maintenance
3/20
popularity
25/25
security
12/15
maturity
2/15
community
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0
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First published · 2020-12-17 08:30:59.506000+00:00

Last updated · 2025-09-22 00:03:51.887000+00:00

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