traceplot.logilasso {logilasso}R Documentation

Plots the trajectories.

Description

The trace of all components of beta is plotted against all lambdas which were considered in the solution path. The function can be applied to an object of class logilasso. This object can be of various subclasses such as cvlogilasso, predlogilasso or predlogilassospez. Possibly the solution path only consists of one lambda, then the components of the corresponding beta are plotted.

Usage

traceplot(beta, ...)

Arguments

beta An object of class logilasso.
... Additional arguments to the plot function.

Examples

library(gRbase)
data(reinis)

fit <- logilasso(reinis,lambdainit=,lambdamin=0.1)
traceplot(fit)

fit2 <- logilasso(reinis,lambdainit=1,lambdamin=0.1,cvfold=3)
traceplot(fit2)

fit3 <- levelcv(reinis,lambdainit=1,lambdamin=0.1,to.which.int=3,cvfold=3)
traceplot(fit3)

traceplot(predict(fit3))

[Package logilasso version 0.1.0 Index]