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

In 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

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