featuretools.variable_types.Numeric

class featuretools.variable_types.Numeric(id, entity, name=None, range=None, start_inclusive=True, end_inclusive=False)

Represents variables that contain numeric values

Parameters:
  • range (list, optional) – List of start and end. Can use inf and -inf to represent infinity. Unconstrained if not specified.
  • start_inclusive (bool, optional) – Whether or not range includes the start value.
  • end_inclusive (bool, optional) – Whether or not range includes the end value
max
Type:float
min
Type:float
std
Type:float
mean
Type:float
__init__(id, entity, name=None, range=None, start_inclusive=True, end_inclusive=False)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(id, entity[, name, range, …]) Initialize self.
create_from(variable) Create new variable this type from existing
to_data_description()

Attributes

dtype
entityset
interesting_values
name
series
type_string