Trait Ensemble 

pub trait Ensemble {
    // Required methods
    fn predict(&self, input: &Array2<f64>) -> TrainResult<Array2<f64>>;
    fn num_models(&self) -> usize;
}

Trait for ensemble methods.

Required Methods

fn predict(&self, input: &Array2<f64>) -> TrainResult<Array2<f64>>

Predict using the ensemble.

Arguments

• input - Input data [batch_size, features]

Returns

Ensemble predictions [batch_size, num_classes]

fn num_models(&self) -> usize

Get the number of models in the ensemble.

Implementors

impl<M: Model> Ensemble for AveragingEnsemble<M>

impl<M: Model> Ensemble for VotingEnsemble<M>

impl<M: Model, Meta: Model> Ensemble for StackingEnsemble<M, Meta>