gpls: Classification using generalized partial least squares

Classification using generalized partial least squares for two-group and multi-group (more than 2 group) classification.

Author
Beiying Ding
Date of publication
None
Maintainer
Bioconductor Package Maintainer <maintainer@bioconductor.org>
License
Artistic-2.0
Version
1.46.0

View on Bioconductor

Man pages

glpls1a
Fit IRWPLS and IRWPLSF model
glpls1a.cv.error
Leave-one-out cross-validation error using IRWPLS and IRWPLSF...
glpls1a.logit.all
Fit MIRWPLS and MIRWPLSF model separately for logits
glpls1a.mlogit
Fit MIRWPLS and MIRWPLSF model
glpls1a.mlogit.cv.error
Leave-one-out cross-validation error using MIRWPLS and...
glpls1a.train.test.error
out-of-sample test set error using IRWPLS and IRWPLSF model
gpls
A function to fit Generalized partial least squares models.
predict.gpls
A prediction method for gpls.

Files in this package

gpls/DESCRIPTION
gpls/NAMESPACE
gpls/R
gpls/R/glm.fun.R
gpls/R/glpls1a.R
gpls/R/glpls1a.error.R
gpls/R/glpls1a.logit.all.R
gpls/R/glpls1a.mlogit.R
gpls/R/glpls1a.predict.R
gpls/R/my.ginv.R
gpls/build
gpls/build/vignette.rds
gpls/inst
gpls/inst/doc
gpls/inst/doc/gpls.R
gpls/inst/doc/gpls.Rnw
gpls/inst/doc/gpls.pdf
gpls/man
gpls/man/glpls1a.Rd
gpls/man/glpls1a.cv.error.Rd
gpls/man/glpls1a.logit.all.Rd
gpls/man/glpls1a.mlogit.Rd
gpls/man/glpls1a.mlogit.cv.error.Rd
gpls/man/glpls1a.train.test.error.Rd
gpls/man/gpls.Rd
gpls/man/predict.gpls.Rd
gpls/vignettes
gpls/vignettes/gpls.Rnw
gpls/vignettes/gpls.bib