vaeac_check_mask_gen: Function that checks the specified masking scheme

In NorskRegnesentral/shapr: Prediction Explanation with Dependence-Aware Shapley Values

Function that checks the specified masking scheme

Description

Function that checks the specified masking scheme

Usage

vaeac_check_mask_gen(mask_gen_coalitions, mask_gen_coalitions_prob, x_train)

Arguments

mask_gen_coalitions	Matrix (default is NULL). Matrix containing the coalitions that the vaeac model will be trained on, see specified_masks_mask_generator(). This parameter is used internally in shapr when we only consider a subset of coalitions/combinations, i.e., when n_combinations < 2^{n_{\text{features}}}, and for group Shapley, i.e., when group is specified in explain().
mask_gen_coalitions_prob	Numeric array (default is NULL). Array of length equal to the height of mask_gen_coalitions containing the probabilities of sampling the corresponding coalitions in mask_gen_coalitions.
x_train	A data.table containing the training data. Categorical data must have class names 1,2,\dots,K.

Value

The function does not return anything.

Author(s)

Lars Henry Berge Olsen

NorskRegnesentral/shapr documentation built on April 19, 2024, 1:19 p.m.