Man pages for SSaishruthi/raif-test
| accuracy | Return the ratio of correct predictions to total examples in... |
| aif_dataset | Function to create AIF compatible dataset |
| average_abs_odds_difference | Average of absolute difference in FPR and TPR for... |
| average_odds_difference | Average of difference in FPR and TPR for unprivileged and... |
| base_rate | Compute the base rate optionally conditioned on protected... |
| between_all_groups_coefficient_of_variation | The between-group coefficient of variation is two times the... |
| between_all_groups_generalized_entropy_index | Between-group generalized entropy index that uses all... |
| between_all_groups_theil_index | The between-group Theil index is the... |
| between_group_coefficient_of_variation | The between-group coefficient of variation is two times the... |
| between_group_generalized_entropy_index | Between-group generalized entropy index that uses... |
| between_group_theil_index | The between-group Theil index is the... |
| binary_confusion_matrix | Compute the number of true/false positives/negatives,... |
| binary_label_dataset_metric | Class for computing metrics based on a single... |
| classification_disparate_impact | Compute the disparate impact between the privileged and... |
| classification_metric | Class for computing metrics based on two BinaryLabelDatasets.... |
| classification_statistical_parity_difference | Compute the statistical parity difference between the... |
| coefficient_of_variation | The coefficient of variation is two times the square root of... |
| consistency | Individual fairness metric that measures how similar the... |
| dataset_metric | Class for computing metrics based on one StructuredDataset |
| dict_fn | Create dictionary |
| difference | Compute difference of the metric for unprivileged and... |
| disparate_impact | Compute the disparate impact between the privileged and... |
| equal_opportunity_difference | Alias of 'true_positive_rate_difference' |
| error_rate | Return the ratio of incorrect predictions to total examples... |
| error_rate_difference | Difference in error rates for unprivileged and privileged... |
| error_rate_ratio | Ratio of error rates for unprivileged and privileged groups |
| false_discovery_rate | Return the ratio of false positives to positive predictions... |
| false_discovery_rate_difference | Return the difference in false discovery rates between the... |
| false_discovery_rate_ratio | Return the ratio of the unprivileged group false discovery... |
| false_negative_rate | Return the ratio of false negatives to positive examples in... |
| false_negative_rate_difference | Return the difference in false negative rates between the... |
| false_negative_rate_ratio | Return the ratio of the unprivileged group false negative... |
| false_omission_rate | Return the ratio of false negatives to negative predictions... |
| false_omission_rate_difference | Return the difference in false omission rates between the... |
| false_omission_rate_ratio | Return the ratio of the unprivileged group false omission... |
| false_positive_rate | Return the ratio of false positives to negative examples in... |
| false_positive_rate_difference | Return the difference in false positive rates between the... |
| false_positive_rate_ratio | Return the ratio of the unprivileged group false positive... |
| generalized_binary_confusion_matrix | Compute the number of generalized true/false... |
| generalized_entropy_index | Generalized entropy index is proposed as a unified individual... |
| generalized_false_negative_rate | Return the ratio of generalized false negatives to positive... |
| generalized_false_positive_rate | Return the ratio of generalized false positives to negative... |
| generalized_true_negative_rate | Return the ratio of generalized true negatives to negative... |
| generalized_true_positive_rate | Return the ratio of generalized true positives to positive... |
| input_data | Read CSV file |
| install_aif360 | Install aif360 and its dependencies |
| list_fn | create a list |
| load_aif360_lib | load functions |
| mean_difference | Alias of 'statistical_parity_difference'. |
| negative_predictive_value | Return the ratio of true negatives to negative predictions in... |
| num_false_negatives | Return the number of instances in the dataset where both the... |
| num_false_positives | Return the number of instances in the dataset where both the... |
| num_generalized_false_negatives | Return the generalized number of false negatives, the... |
| num_generalized_false_positives | Return the generalized number of false positives, the... |
| num_generalized_true_negatives | Return the generalized number of true negatives, the weighted... |
| num_generalized_true_positives | Return the generalized number of true positives, the weighted... |
| num_instances | Compute the number of instances in the dataset conditioned on... |
| num_negatives | Compute the number of negatives optionally conditioned on... |
| num_positives | Compute the number of positives optionally conditioned on... |
| num_pred_negatives | The number of negative predictions in the dataset |
| num_pred_positives | The number of positive predictions in the dataset |
| num_true_negatives | Return the number of instances in the dataset where both the... |
| num_true_positives | Return the number of instances in the dataset where both the... |
| performance_measures | Compute various performance measures on the dataset,... |
| positive_predictive_value | Return the ratio of true positives to positive predictions in... |
| power | Alias of 'num_true_positives' |
| precision | Alias of 'positive_predictive_value' |
| py_dict_conv | Function to convert lists of lists to python dictionarys |
| ratio | Compute ratio of the metric for unprivileged and privileged... |
| recall | Alias of 'true_positive_rate' |
| selection_rate | The ratio of positive predictions to examples |
| sensitivity | Alias of 'true_positive_rate' |
| specificity | Alias of 'true_negative_rate' |
| statistical_parity_difference | Compute the statistical parity difference between the... |
| tf_close | Function to close TensorFlow session |
| tf_reset_default_graph | Function to reset TensorFlow default graph |
| tf_session | Function to create TensorFlow session |
| theil_index | The Theil index is the 'generalized_entropy_index' with... |
| true_negative_rate | Return the ratio of true negatives to negative examples in... |
| true_positive_rate | Return the ratio of true positives to positive examples in... |
| true_positive_rate_difference | Return the difference in true positive rates between the... |
