Gets the default values for the output arguments
Usage
get_output_args_default(
keep_samp_for_vS = FALSE,
MSEv_uniform_comb_weights = TRUE,
saving_path = tempfile("shapr_obj_", fileext = ".rds")
)
Arguments
- keep_samp_for_vS
Logical. Indicates whether the samples used in the Monte Carlo estimation of v_S should be returned (in
internal$output
). Not used forapproach="regression_separate"
orapproach="regression_surrogate"
.- MSEv_uniform_comb_weights
Logical. If
TRUE
(default), then the function weights the coalitions uniformly when computing the MSEv criterion. IfFALSE
, then the function use the Shapley kernel weights to weight the coalitions when computing the MSEv criterion. Note that the Shapley kernel weights are replaced by the sampling frequency when not all coalitions are considered.- saving_path
String. The path to the directory where the results of the iterative estimation procedure should be saved. Defaults to a temporary directory.