fl4health.feature_alignment.tabular_type module

class TabularType(value)

Bases: str, Enum

An enumeration.

BINARY = 'binary'

NUMERIC = 'numeric'

ORDINAL = 'ordinal'

STRING = 'string'

static get_default_fill_value(tabular_type)

Provided the tabular feature type as either a string or enum, this function returns the default value for imputation to be used.

Parameters:

tabular_type (TabularType | str) – Type of tabular feature to be imputed

Raises:

ValueError – If the tabular type is unknown this will be thrown.

Returns:

Default imputation value for the specified TabularType

Return type:

Scalar