Struct ErrorBoundsValidator 

pub struct ErrorBoundsValidator {
    pub confidence_level: f64,
    pub n_bootstrap_samples: usize,
    pub bound_types: Vec<BoundType>,
}

Error bounds testing framework ErrorBoundsValidator

Fields

confidence_level: f64

confidence_level

n_bootstrap_samples: usize

n_bootstrap_samples

bound_types: Vec<BoundType>

bound_types

Implementations

impl ErrorBoundsValidator

pub fn new() -> Self

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

pub fn n_bootstrap_samples(self, n_samples: usize) -> Self

pub fn bound_types(self, bounds: Vec<BoundType>) -> Self

pub fn validate_rff_bounds( &self, x: &Array2<f64>, gamma: f64, n_components: usize, ) -> Result<ErrorBoundsResult>

Trait Implementations

impl Clone for ErrorBoundsValidator

fn clone(&self) -> ErrorBoundsValidator

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ErrorBoundsValidator

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

Formats the value using the given formatter.

impl Default for ErrorBoundsValidator

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ErrorBoundsValidator

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ErrorBoundsValidator

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.