Struct RobustAnisotropicRBFSampler 

pub struct RobustAnisotropicRBFSampler { /* private fields */ }

Robust anisotropic RBF sampler with outlier resistance RobustAnisotropicRBFSampler

Implementations

impl RobustAnisotropicRBFSampler

pub fn new(n_components: usize) -> Self

Create new robust anisotropic RBF sampler

pub fn robust_estimator(self, estimator: RobustEstimator) -> Self

Set robust estimator

pub fn signal_variance(self, signal_variance: f64) -> Self

Set signal variance

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

Set random seed

Trait Implementations

impl Clone for RobustAnisotropicRBFSampler

fn clone(&self) -> RobustAnisotropicRBFSampler

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RobustAnisotropicRBFSampler

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

Formats the value using the given formatter.

impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ()> for RobustAnisotropicRBFSampler

type Fitted = FittedRobustAnisotropicRBF

The fitted model type

fn fit(self, x: &Array2<f64>, _y: &()) -> Result<Self::Fitted>

Fit the model to the provided data with validation

fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>

where Self: Sized,

Fit with custom validation and early stopping