Produces a summary of a fitted interval search model
# S3 method for intsearch
summary(object,digits = max(3, getOption("digits") - 3), verbose=TRUE,first.n=5,...)A list of following elements
a data frame of four objects for optimal models
alpha - a vector of alphas
lambda - a vector of penalization parameter lambda
deviances - a vector of deviances
n.features -a vector of number of features selected in each optimal model
an optimal value for alpha
an optimal value for lambda
an optimal value for error, hier minimal diviance
a list of optimal models with the same optimal error
an object of class intsearch as returned by the function EPSGO.
digits after the comma
default set to TRUE.
show first.n entries , default 5.
additional argument(s)
Natalia Becker \ natalia.becker@dkfz.de
Sill M., Hielscher T., Becker N. and Zucknick M. (2014), c060: Extended Inference with Lasso and Elastic-Net Regularized Cox and Generalized Linear Models, Journal of Statistical Software, Volume 62(5), pages 1--22. tools:::Rd_expr_doi("10.18637/jss.v062.i05")
EPSGO,plot.sum.intsearch