Struct FairnessSummary 

pub struct FairnessSummary {
    pub reference_group: String,
    pub comparison_group: String,
    pub reference_rate: f64,
    pub comparison_rate: f64,
    pub four_fifths_ratio: f64,
    pub passes_four_fifths: bool,
}

Fairness summary backed by the F4 disparate-impact metric.

Fields

reference_group: String

Label of the reference group.

comparison_group: String

Label of the comparison group.

reference_rate: f64

Selection rate of the reference group.

comparison_rate: f64

Selection rate of the comparison group.

four_fifths_ratio: f64

Disparate-impact ratio against the four-fifths rule.

passes_four_fifths: bool

Whether the ratio passes the four-fifths threshold.

Implementations

impl FairnessSummary

pub fn as_expr(&self) -> Expr

Encodes the summary as expression data for recipes.

Trait Implementations

impl Clone for FairnessSummary

fn clone(&self) -> FairnessSummary

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for FairnessSummary

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq for FairnessSummary

fn eq(&self, other: &FairnessSummary) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for FairnessSummary