Package index
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eval_acc_parity() - Examine Accuracy Parity of a Model
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eval_bs_parity() - Examine Brier Score Parity of a Model
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eval_cond_acc_equality() - Examine Conditional Use Accuracy Equality of a Model
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eval_eq_odds() - Examine Equalized Odds of a Predictive Model
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eval_eq_opp() - Evaluate Equal Opportunity Compliance of a Predictive Model
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eval_neg_class_bal() - Examine Balance for Negative Class of a Model
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eval_neg_pred_parity() - Examine Negative Predictive Parity of a Model
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eval_pos_class_bal() - Examine Balance for the Positive Class of a Model
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eval_pos_pred_parity() - Examine Positive Predictive Parity of a Model
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eval_pred_equality() - Examine Predictive Equality of a Model
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eval_stats_parity() - Examine Statistical Parity of a Model
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eval_treatment_equality() - Examine Treatment Equality of a Model
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get_fairness_metrics() - Compute Fairness Metrics for Binary Classification
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mimic - Clinical data from the MIMIC-II database for a case study on indwelling arterial catheters
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mimic_preprocessed - Preprocessed Clinical Data from the MIMIC-II Database