Struct EnsembleSelector 

pub struct EnsembleSelector { /* private fields */ }

Ensemble model selector

Implementations

impl EnsembleSelector

pub fn new() -> Self

Create a new ensemble selector with default configuration

pub fn with_config(config: EnsembleSelectionConfig) -> Self

Create a new ensemble selector with custom configuration

pub fn max_ensemble_size(self, size: usize) -> Self

Set maximum ensemble size

pub fn min_ensemble_size(self, size: usize) -> Self

Set minimum ensemble size

pub fn strategies(self, strategies: Vec<EnsembleStrategy>) -> Self

Set candidate strategies

pub fn diversity_threshold(self, threshold: f64) -> Self

Set diversity threshold

pub fn use_greedy_selection(self, use_greedy: bool) -> Self

Enable or disable greedy selection

pub fn select_ensemble<E, X, Y>( &self, models: &[(E, String)], x: &[X], y: &[Y], cv: &dyn CrossValidator, scoring: &dyn Scoring, ) -> Result<EnsembleSelectionResult>

where E: Estimator + Clone, X: Clone, Y: Clone + Into<f64>,

Select optimal ensemble from candidate models

Trait Implementations

impl Default for EnsembleSelector

fn default() -> Self

Returns the “default value” for a type.