featuretools.variable_types.variable.Numeric¶

class featuretools.variable_types.variable.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`