Gets the default values for the output arguments

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 for approach="regression_separate" or approach="regression_surrogate".
MSEv_uniform_comb_weights: Logical. If TRUE (default), then the function weights the coalitions uniformly when computing the MSEv criterion. If FALSE, 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.

Martin Jullum