Struct TransferLearningBaseline 

pub struct TransferLearningBaseline { /* private fields */ }

Transfer learning baseline estimator

Implementations

impl TransferLearningBaseline

pub fn new(strategy: TransferStrategy) -> Self

Create a new transfer learning baseline

pub fn with_source_statistics(self, stats: SourceDomainStats) -> Self

Set source domain statistics for transfer

pub fn with_random_state(self, seed: u64) -> Self

Set the random state for reproducible results

Trait Implementations

impl Clone for TransferLearningBaseline

fn clone(&self) -> TransferLearningBaseline

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for TransferLearningBaseline

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

Formats the value using the given formatter.

impl Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<f64>, Dim<[usize; 1]>>, FittedTransferBaseline> for TransferLearningBaseline

type Fitted = FittedTransferBaseline

The fitted model type

fn fit( self, x: &Array2<f64>, y: &Array1<f64>, ) -> Result<FittedTransferBaseline, SklearsError>

Fit the model to the provided data with validation

fn fit_with_validation( self, x: &X, y: &Y, _x_val: Option<&X>, _y_val: Option<&Y>, ) -> Result<(Self::Fitted, FitMetrics), SklearsError>

where Self: Sized,

Fit with custom validation and early stopping