Struct ExternalEstimatorWrapper 

pub struct ExternalEstimatorWrapper { /* private fields */ }

Ensemble member wrapper for external estimators

Implementations

impl ExternalEstimatorWrapper

pub fn new(name: String) -> Self

Trait Implementations

impl Debug for ExternalEstimatorWrapper

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

Formats the value using the given formatter.

impl EnsembleMember for ExternalEstimatorWrapper

fn weight(&self) -> Float

Get estimator weight in the ensemble

fn set_weight(&mut self, weight: Float)

Set estimator weight

fn performance(&self) -> Float

Get estimator performance metric

fn update_performance(&mut self, performance: Float)

Update performance metric

fn confidence(&self) -> Float

Get prediction confidence

fn predict(&self, _x: &Array2<Float>) -> Result<Array1<Float>>

Make predictions on input data

fn predict_proba(&self, _x: &Array2<Float>) -> Result<Array2<Float>>

Make probability predictions (if supported)

fn supports_proba(&self) -> bool

Check if estimator supports probability predictions

fn feature_importance(&self) -> Option<Array1<Float>>

Get feature importance (if available)

fn complexity(&self) -> Float

Get model complexity measure

fn is_fitted(&self) -> bool

Check if model is fitted

fn n_classes(&self) -> Option<usize>

Get number of classes (for classifiers)

fn n_features(&self) -> Option<usize>

Get number of features expected

fn uncertainty(&self, _x: &Array2<Float>) -> Result<Array1<Float>>

Calculate prediction uncertainty

fn name(&self) -> String

Get model name/identifier

fn clone_estimator(&self) -> Box<dyn EnsembleMember + Send + Sync>

Clone the estimator (for ensemble operations)