Classification using generalized partial least squares


[Package List] [Top]

Documentation for package `gpls' version 1.0.6

User Guides and Package Vignettes

Read overview or browse directory.

Help Pages

glpls1a Fit IRWPLS and IRWPLSF model
glpls1a.cv.error Leave-one-out cross-validation error using IRWPLS and IRWPLSF model
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 MIRWPLSF model
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.
print.gpls A function to fit Generalized partial least squares models.