aif360.datasets.LawSchoolGPADataset

class aif360.datasets.LawSchoolGPADataset(dep_var_name='zfygpa', protected_attribute_names=['race', 'gender'], privileged_classes=[['white'], ['male']], instance_weights_name=None, categorical_features=[], na_values=[], custom_preprocessing=None, metadata=None)

Law School GPA dataset.

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', 'gender'], privileged_classes=[['white'], ['male']], instance_weights_name=None, categorical_features=[], na_values=[], custom_preprocessing=None, metadata=None)

See RegressionDataset for a description of the arguments.