aif360.datasets
.LawSchoolGPADataset¶
-
class
aif360.datasets.
LawSchoolGPADataset
(dep_var_name='zfygpa', protected_attribute_names=['race'], privileged_classes=[['white']], instance_weights_name=None, categorical_features=[], na_values=[], custom_preprocessing=None, metadata=None)[source]¶ Law School GPA dataset.
See https://github.com/microsoft/tempeh for details.
See
RegressionDataset
for a description of the arguments.Methods
align_datasets
Align the other dataset features, labels and protected_attributes to this dataset. convert_to_dataframe
Convert the StructuredDataset to a pandas.DataFrame
.copy
Convenience method to return a copy of this dataset. export_dataset
Export the dataset and supporting attributes TODO: The preferred file format is HDF import_dataset
Import the dataset and supporting attributes TODO: The preferred file format is HDF split
Split this dataset into multiple partitions. subset
Subset of dataset based on position :param indexes: iterable which contains row indexes temporarily_ignore
Temporarily add the fields provided to ignore_fields
.validate_dataset
Error checking and type validation. -
__init__
(dep_var_name='zfygpa', protected_attribute_names=['race'], privileged_classes=[['white']], instance_weights_name=None, categorical_features=[], na_values=[], custom_preprocessing=None, metadata=None)[source]¶ See
RegressionDataset
for a description of the arguments.
-