Type Alias linfa_elasticnet::ElasticNetValidParams

pub type ElasticNetValidParams<F> = ElasticNetValidParamsBase<F, false>;

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

See ElasticNetParams for more information.

Aliased Type

struct ElasticNetValidParams<F> { /* private fields */ }

Trait Implementations

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

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

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

Fit an elastic net model given a feature matrix x and a target variable y.

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

The target variable y must have shape (n_samples)

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

type Object = ElasticNet<F>