aif360.sklearn.datasets
.to_dataframe¶
-
aif360.sklearn.datasets.
to_dataframe
(data)[source]¶ Format an OpenML dataset Bunch as a DataFrame with categorical features if needed.
Parameters: data (Bunch) – Dict-like object containing data
,feature_names
and, optionally,categories
attributes. Note:data
should contain both X and y data.Returns: pandas.DataFrame – A DataFrame containing all data, including target, with categorical features converted to ‘category’ dtypes.