Struct Bias

#[non_exhaustive]
pub struct Bias {
    pub report: Option<MetricsSource>,
    pub pre_training_report: Option<MetricsSource>,
    pub post_training_report: Option<MetricsSource>,
}

Contains bias metrics for a model.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

report: Option<MetricsSource>

The bias report for a model

pre_training_report: Option<MetricsSource>

The pre-training bias report for a model.

post_training_report: Option<MetricsSource>

The post-training bias report for a model.

Implementations

impl Bias

pub fn report(&self) -> Option<&MetricsSource>

The bias report for a model

pub fn pre_training_report(&self) -> Option<&MetricsSource>

The pre-training bias report for a model.

pub fn post_training_report(&self) -> Option<&MetricsSource>

The post-training bias report for a model.

impl Bias

pub fn builder() -> BiasBuilder

Creates a new builder-style object to manufacture Bias.

Trait Implementations

impl Clone for Bias

fn clone(&self) -> Bias

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Bias

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

Formats the value using the given formatter.

impl PartialEq for Bias

fn eq(&self, other: &Bias) -> 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 Bias