Struct GradientBoostingClassifier 

pub struct GradientBoostingClassifier { /* private fields */ }

Gradient Boosting Classifier

Implementations

impl GradientBoostingClassifier

pub fn new(config: GradientBoostingConfig) -> Self

pub fn builder() -> GradientBoostingClassifierBuilder

Trait Implementations

impl Clone for GradientBoostingClassifier

fn clone(&self) -> GradientBoostingClassifier

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GradientBoostingClassifier

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 GradientBoostingClassifier

type Fitted = TrainedGradientBoostingClassifier

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