vaeac_check_masking_ratio: Function that checks that the masking ratio argument is valid

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

Function that checks that the masking ratio argument is valid

Description

Function that checks that the masking ratio argument is valid

Usage

vaeac_check_masking_ratio(masking_ratio, n_features)

Arguments

masking_ratio	Numeric (default is 0.5). Probability of masking a feature in the mcar_mask_generator() (MCAR = Missing Completely At Random). The MCAR masking scheme ensures that vaeac model can do arbitrary conditioning as all coalitions will be trained. masking_ratio will be overruled if mask_gen_coalitions is specified.
n_features	The number of features, i.e., the number of columns in the training data.

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.