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
()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