featuretools.primitives.Percentile

class featuretools.primitives.Percentile

Determines the percentile rank for each value in a list.

Examples

>>> percentile = Percentile()
>>> percentile([10, 15, 1, 20]).tolist()
[0.5, 0.75, 0.25, 1.0]

Nan values are ignored when determining rank

>>> percentile([10, 15, 1, None, 20]).tolist()
[0.5, 0.75, 0.25, nan, 1.0]
__init__()

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

Methods

__init__()

Initialize self.

generate_name(base_feature_names)

get_args_string()

get_arguments()

get_filepath(filename)

get_function()

Attributes

base_of

base_of_exclude

commutative

default_value

input_types

max_stack_depth

name

number_output_features

uses_calc_time

uses_full_entity