Struct CVModelSelector 

pub struct CVModelSelector { /* private fields */ }

Cross-validation model selector

Implementations

impl CVModelSelector

pub fn new() -> Self

Create a new CV model selector with default configuration

pub fn with_config(config: CVModelSelectionConfig) -> Self

Create a new CV model selector with custom configuration

pub fn criteria(self, criteria: ModelSelectionCriteria) -> Self

Set selection criteria

pub fn statistical_tests(self, enable: bool) -> Self

Enable or disable statistical tests

pub fn significance_level(self, level: f64) -> Self

Set significance level

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

Set random seed

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

where E: Estimator + Fit<X, Y> + Clone, E::Fitted: Predict<Vec<f64>, Vec<f64>>, X: Clone, Y: Clone,

Select best model from candidates using cross-validation

Trait Implementations

impl Default for CVModelSelector

fn default() -> Self

Returns the “default value” for a type.