print.lsgl: Print function for lsgl

In lsgl: Linear Multiple Output Sparse Group Lasso

Description

This function will print some general information about the lsgl object

Usage

## S3 method for class 'lsgl'
print(x, ...)

Arguments

x	lsgl object
...	ignored

Author(s)

Martin Vincent

Examples

set.seed(100) # This may be removed, it ensures consistency of the daily tests

## Simulate from Y=XB+E, the dimension of Y is N x K, X is N x p, B is p x K

N <- 100 #number of samples
p <- 25 #number of features
K <- 15  #number of groups

B<-matrix(sample(c(rep(1,p*K*0.1),rep(0, p*K-as.integer(p*K*0.1)))),nrow=p,ncol=K)

X<-matrix(rnorm(N*p,1,1),nrow=N,ncol=p)
Y<-X%*%B+matrix(rnorm(N*K,0,1),N,K)

lambda<-lsgl::lambda(X,Y, alpha=1, d = 25, lambda.min= 5, intercept=FALSE)
fit <-lsgl::fit(X,Y, alpha=1, lambda = lambda, intercept=FALSE)

# Print some information about the estimated models
fit

## Cross validation
fit.cv <- lsgl::cv(X, Y, alpha = 1, lambda = lambda, intercept = FALSE)

# Print some information
fit.cv

lsgl documentation built on May 29, 2017, 11:43 a.m.