buildLambda {glmSparseNet} | R Documentation |
Auxiliary function to generate suitable lambda parameters
buildLambda(lambda.largest = NULL, xdata = NULL, ydata = NULL, family = NULL, orders.of.magnitude.smaller = 3, lambda.per.order.magnitude = 150)
lambda.largest |
numeric value for largest number of lambda to consider (usually with a target of 1 selected variable) |
xdata |
X parameter for glmnet function |
ydata |
Y parameter for glmnet function |
family |
family parameter to glmnet function |
orders.of.magnitude.smaller |
minimum value for lambda (lambda.largest / 10^orders.of.magnitude.smaller) |
lambda.per.order.magnitude |
how many lambdas to create for each order of magnitude |
a numeric vector with suitable lambdas
buildLambda(5.4)