Generalized Elastic Nets

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Documentation for package ‘gelnet’ version 1.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

adj2lapl	Generate a graph Laplacian
adj2nlapl	Generate a normalized graph Laplacian
gelnet	GELnet for linear regression, binary classification and one-class problems.
gelnet.cv	k-fold cross-validation for parameter tuning.
gelnet.ker	Kernel models for linear regression, binary classification and one-class problems.
gelnet.lin.obj	Linear regression objective function value
gelnet.logreg.obj	Logistic regression objective function value
gelnet.oneclass.obj	One-class regression objective function value
L1.ceiling	The largest meaningful value of the L1 parameter