featuretools.primitives.Mode

class featuretools.primitives.Mode[source]

Determines the most commonly repeated value.

Description:

Given a list of values, return the value with the highest number of occurences. If list is empty, return NaN.

Examples

>>> mode = Mode()
>>> mode(['red', 'blue', 'green', 'blue'])
'blue'
__init__()

Methods

__init__()

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([agg_type])

Attributes

base_of

base_of_exclude

commutative

compatibility

Additional compatible libraries

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