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gpls (version 1.44.0)
Classification using generalized partial least squares
Description
Classification using generalized partial least squares for two-group and multi-group (more than 2 group) classification.
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Version
Version
1.44.0
1.42.0
1.40.0
1.38.0
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Monthly Downloads
91
Version
1.44.0
License
Artistic-2.0
Maintainer
Bioconductor Package Maintainer
Last Published
January 1st, 1970
Functions in gpls (1.44.0)
Search functions
glpls1a.mlogit
Fit MIRWPLS and MIRWPLSF model
glpls1a.cv.error
Leave-one-out cross-validation error using IRWPLS and IRWPLSF model
gpls
A function to fit Generalized partial least squares models.
predict.gpls
A prediction method for gpls.
glpls1a.mlogit.cv.error
Leave-one-out cross-validation error using MIRWPLS and MIRWPLSF model
glpls1a.logit.all
Fit MIRWPLS and MIRWPLSF model separately for logits
glpls1a
Fit IRWPLS and IRWPLSF model
glpls1a.train.test.error
out-of-sample test set error using IRWPLS and IRWPLSF model