EnsembleStrategy

quantrs2_ml::classical_ml_integration

Trait EnsembleStrategy 

Source 
pub trait EnsembleStrategy: Send + Sync {
    // Required methods
    fn combine_predictions(
        &self,
        predictions: Vec<ArrayD<f64>>,
    ) -> Result<ArrayD<f64>>;
    fn get_weights(&self) -> Vec<f64>;
    fn update_weights(&mut self, performances: Vec<f64>) -> Result<()>;
    fn description(&self) -> String;
}
Expand description

Ensemble strategy trait

Required Methods§

Source

fn combine_predictions( &self, predictions: Vec<ArrayD<f64>>, ) -> Result<ArrayD<f64>>

Combine predictions from multiple models

Source

fn get_weights(&self) -> Vec<f64>

Get ensemble weights

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fn update_weights(&mut self, performances: Vec<f64>) -> Result<()>

Update weights based on performance

Source

fn description(&self) -> String

Strategy description

Implementors§