stability.path-class: Class "stability.path"

In jchiquet/quadrupenCRAN: Sparsity by Worst-Case Quadratic Penalties

Class "stability.path"

Description

Class of object returned by the stability function, with methods print, show and plot.

Slots

probabilities:

a Matrix object containing the estimated probabilities of selection along the path of solutions.

penalty:

Object of class "character" indicating the penalizer used.

naive:

logical indicating whether rescaling of the coefficients has been performed regarding the \ell_2-penalty.

lambda1:

a vector with the levels of the first penalty.

lambda2:

a scalar with the \ell_2-penalty level.

folds:

a list that contains the folds used for each subsample.

See Also

See also plot,stability.path-method, and stability.

jchiquet/quadrupenCRAN documentation built on Feb. 1, 2024, 9:56 p.m.