Struct GradientBoostingRegressor 

pub struct GradientBoostingRegressor { /* private fields */ }

Gradient Boosting Regressor

Implementations

impl GradientBoostingRegressor

pub fn new(config: GradientBoostingConfig) -> Self

pub fn builder() -> GradientBoostingRegressorBuilder

Trait Implementations

impl Clone for GradientBoostingRegressor

fn clone(&self) -> GradientBoostingRegressor

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GradientBoostingRegressor

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

Formats the value using the given formatter.

impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>> for GradientBoostingRegressor

type Fitted = TrainedGradientBoostingRegressor

The fitted model type

fn fit(self, X: &Array2<Float>, _y: &Array1<Float>) -> 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