Struct BayesianEnsembleOptimizer 

pub struct BayesianEnsembleOptimizer { /* private fields */ }

Bayesian optimization for ensemble size selection

Implementations

impl BayesianEnsembleOptimizer

pub fn new(config: CompressionConfig, random_state: u64) -> Self

Create a new Bayesian ensemble optimizer

pub fn optimize_ensemble_size<T>( &mut self, ensemble: &[T], x_val: &Array2<Float>, y_val: &Array1<Int>, ) -> Result<usize>

where T: Clone + Predict<Array2<Float>, Array1<Int>>,

Optimize ensemble size using Bayesian optimization

pub fn best_config(&self) -> Option<(usize, Float)>

Get best configuration found

pub fn evaluations(&self) -> &[(usize, Float, Float, Float)]

Get all evaluations

Trait Implementations

impl Debug for BayesianEnsembleOptimizer

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

Formats the value using the given formatter.