featuretools.variable_types.Numeric

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

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)[source]

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