Enum FairnessMetric

Namespace

AiDotNet.Interpretability

Assembly

AiDotNet.dll

Enumeration of fairness metrics for model evaluation.

public enum FairnessMetric

Fields

DemographicParity = 0

Demographic parity: equal positive prediction rates across groups.

DisparateImpact = 4

Disparate impact: ratio of positive prediction rates between groups.

EqualOpportunity = 1

Equal opportunity: equal true positive rates across groups.

EqualizedOdds = 2

Equalized odds: equal true positive and false positive rates across groups.

PredictiveParity = 3

Predictive parity: equal precision across groups.

StatisticalParityDifference = 5

Statistical parity difference: difference in positive prediction rates.