Struct UncertaintyQuantifier 

pub struct UncertaintyQuantifier { /* private fields */ }

Implementations

impl UncertaintyQuantifier

pub fn new() -> Self

pub fn with_config(config: UncertaintyQuantificationConfig) -> Self

pub fn epistemic_config(self, config: EpistemicUncertaintyConfig) -> Self

pub fn aleatoric_config(self, config: AleatoricUncertaintyConfig) -> Self

pub fn decomposition_method( self, method: UncertaintyDecompositionMethod, ) -> Self

pub fn confidence_level(self, level: f64) -> Self

pub fn random_state(self, seed: u64) -> Self

pub fn quantify<E, P>( &self, models: &[E], x: &Array2<f64>, y_true: Option<&Array1<f64>>, ) -> Result<UncertaintyQuantificationResult, Box<dyn Error>>

where E: Clone, P: Clone,

pub fn config(&self) -> &UncertaintyQuantificationConfig

Trait Implementations

impl Clone for UncertaintyQuantifier

fn clone(&self) -> UncertaintyQuantifier

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for UncertaintyQuantifier

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

Formats the value using the given formatter.

impl Default for UncertaintyQuantifier

fn default() -> Self

Returns the “default value” for a type.