Struct AleatoricUncertaintyQuantifier 

pub struct AleatoricUncertaintyQuantifier { /* private fields */ }

Implementations

impl AleatoricUncertaintyQuantifier

pub fn new() -> Self

pub fn with_config(config: AleatoricUncertaintyConfig) -> Self

pub fn method(self, method: AleatoricUncertaintyMethod) -> Self

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

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

pub fn noise_regularization(self, reg: f64) -> Self

pub fn min_variance(self, min_var: f64) -> Self

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

where E: Clone, P: Clone,

pub fn config(&self) -> &AleatoricUncertaintyConfig

Trait Implementations

impl Clone for AleatoricUncertaintyQuantifier

fn clone(&self) -> AleatoricUncertaintyQuantifier

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AleatoricUncertaintyQuantifier

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

Formats the value using the given formatter.

impl Default for AleatoricUncertaintyQuantifier

fn default() -> Self

Returns the “default value” for a type.