Usage
glmnet.control(fdev=1.0e-5, devmax=0.999, eps=1.0e-6, big=9.9e35, mnlam=5, pmin=1.0e-9,
exmx=250.0,prec=1e-10,mxit=100,factory=FALSE)
Arguments
fdev
minimum fractional change in deviance for stopping path;
factory default = 1.0e-5
devmax
maximum fraction of explained deviance for stopping path;
factory default = 0.999
eps
minimum value of lambda.min.ratio (see glmnet); factory default= 1.0e-6
big
large floating point number; factory default = 9.9e35. Inf in
definition of upper.limit is set to big
mnlam
minimum number of path points (lambda values) allowed;
factory default = 5
pmin
minimum probability for any class. factory default = 1.0e-9. Note that this implies a pmax of 1-pmin.
exmx
maximum allowed exponent. factory default = 250.0
prec
convergence threshold for multi response bounds adjustment solution. factory default = 1.0e-10
mxit
maximum iterations for multiresponse bounds adjustment
solution. factory default = 100
factory
If TRUE
, reset all the parameters to the factory default;
default is FALSE