featuretools.primitives.CountOutsideNthSTD

class featuretools.primitives.CountOutsideNthSTD(n=1)

Determines the number of observations that lie outside

the first N standard deviations.

Parameters:

n (float) – Number of standard deviations. Default is 1

Examples

>>> count_outside_nth_std = CountOutsideNthSTD(n=1.5)
>>> count_outside_nth_std([1, 10, 15, 20, 100])
1

__init__(n=1)

Methods

__init__([n])
flatten_nested_input_types(input_types)	Flattens nested column schema inputs into a single list.
generate_name(base_feature_names, ...)
generate_names(base_feature_names, ...)
get_args_string()
get_arguments()
get_description(input_column_descriptions[, ...])
get_filepath(filename)
get_function()

Attributes

base_of
base_of_exclude
commutative
default_value	Default value this feature returns if no data found.
description_template
input_types	woodwork.ColumnSchema types of inputs
max_stack_depth
name	Name of the primitive
number_output_features	Number of columns in feature matrix associated with this feature
return_type	ColumnSchema type of return
stack_on
stack_on_exclude
stack_on_self
uses_calc_time