penalty {dials} | R Documentation |
A numeric parameter function representing the amount of penalties (e.g. L1, L2, etc) in regularized models.
penalty(range = c(-10, 0), trans = log10_trans())
range |
A two-element vector holding the defaults for the smallest and largest possible values, respectively. If a transformation is specified, these values should be in the transformed units. |
trans |
A |
This parameter is used for regularized or penalized models such as
parsnip::linear_reg()
, parsnip::logistic_reg()
, and others.
penalty()