featuretools.primitives.Mean¶

class featuretools.primitives.Mean(skipna=True)[source]¶

Computes the average for a list of values.

Parameters: skipna (bool) – Determines if to use NA/null values. Defaults to True to skip NA/null.

Examples

>>> mean = Mean()
>>> mean([1, 2, 3, 4, 5, None])
3.0

We can also control the way NaN values are handled.

>>> mean = Mean(skipna=False)
>>> mean([1, 2, 3, 4, 5, None])
nan

__init__(skipna=True)[source]¶: Initialize self. See help(type(self)) for accurate signature.

Methods

`__init__`([skipna])	Initialize self.
`generate_name`(base_feature_names, …)
`generate_names`(base_feature_names, …)
`get_args_string`()
`get_arguments`()
`get_dask_aggregation`()
`get_filepath`(filename)
`get_function`()

Attributes