featuretools.primitives.LessThanScalar

class featuretools.primitives.LessThanScalar(value=0)

Determines if values are less than a given scalar.

Description:

Given a list of values and a constant scalar, determine whether each of the values is less than the scalar. If a value is equal to the scalar, return False.

Examples

>>> less_than_scalar = LessThanScalar(value=2)
>>> less_than_scalar([3, 1, 2]).tolist()
[False, True, False]

__init__(value=0)

Methods

__init__([value])
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
uses_full_dataframe