gpls v1.44.0

Classification using generalized partial least squares

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

Functions in gpls

Name Description
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
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Details

License Artistic-2.0
biocViews Classification, Microarray, Regression
suggests MASS
imports stats
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