get_output_args_default: Gets the default values for the output arguments

In shapr: Prediction Explanation with Dependence-Aware Shapley Values

Gets the default values for the output arguments

Description

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 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.

Value

A list of default output arguments.

Author(s)

Martin Jullum

shapr documentation built on April 4, 2025, 12:18 a.m.