| Name : R-sNPLS
| |
| Version : 1.0.27
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : 8.9
| Date : 2024-08-05 22:11:43
|
| Group : Development/Libraries/Other
| Source RPM : R-sNPLS-1.0.27-8.9.src.rpm
|
| Size : 0.09 MB
| |
| Packager : (none)
| |
| Summary : NPLS Regression with L1 Penalization
|
Description :
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.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
