vaeac_check_masking_ratio function

Function that checks that the masking ratio argument is valid

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.

Returns

The function does not return anything.

Author(s)

Lars Henry Berge Olsen