Type Alias MultiTaskElasticNetValidParams 

pub type MultiTaskElasticNetValidParams<F> = ElasticNetValidParamsBase<F, true>;

A verified hyper-parameter set ready for the estimation of a multi-task ElasticNet regression model

See MultiTaskElasticNetParams for more information.

Aliased Type

pub struct MultiTaskElasticNetValidParams<F> { /* private fields */ }

Trait Implementations

impl<F, D, T> Fit<ArrayBase<D, Dim<[usize; 2]>>, T, ElasticNetError> for MultiTaskElasticNetValidParams<F>

where F: Float, T: AsMultiTargets<Elem = F>, D: Data<Elem = F>,

fn fit( &self, dataset: &DatasetBase<ArrayBase<D, Ix2>, T>, ) -> Result<Self::Object>

Fit a multi-task Elastic Net model given a feature matrix x and a target matrix y.

The feature matrix x must have shape (n_samples, n_features)

The target variable y must have shape (n_samples, n_tasks)

Returns a FittedMultiTaskElasticNet object which contains the fitted parameters and can be used to predict values of the target variables for new feature values.

type Object = MultiTaskElasticNet<F>