Struct TypeSafeFittedClassifier 

pub struct TypeSafeFittedClassifier<Strategy>
where
    Strategy: StrategyValid<Classification>,
{ /* private fields */ }

Fitted classifier with type-safe state

Trait Implementations

impl<Strategy> Clone for TypeSafeFittedClassifier<Strategy>

where Strategy: StrategyValid<Classification> + Clone,

fn clone(&self) -> TypeSafeFittedClassifier<Strategy>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<Strategy> Debug for TypeSafeFittedClassifier<Strategy>

where Strategy: StrategyValid<Classification> + Debug,

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

Formats the value using the given formatter.

impl<Strategy> Fit<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<i32>, Dim<[usize; 1]>>, TypeSafeFittedClassifier<Strategy>> for TypeSafeDummyEstimator<Untrained, Classification, Strategy>

where Strategy: StrategyValid<Classification> + Clone + Into<ClassifierStrategy> + Send + Sync,

Fit implementation for type-safe classifiers

type Fitted = TypeSafeFittedClassifier<Strategy>

The fitted model type

fn fit( self, x: &Array2<f64>, y: &Array1<i32>, ) -> Result<TypeSafeFittedClassifier<Strategy>, 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

impl<Strategy> Predict<ArrayBase<OwnedRepr<f64>, Dim<[usize; 2]>>, ArrayBase<OwnedRepr<i32>, Dim<[usize; 1]>>> for TypeSafeFittedClassifier<Strategy>

where Strategy: StrategyValid<Classification> + Clone + Into<ClassifierStrategy>,

Predict implementation for type-safe fitted classifiers

fn predict(&self, x: &Array2<f64>) -> Result<Array1<i32>, SklearsError>

Make predictions on the provided data

fn predict_with_uncertainty( &self, x: &X, ) -> Result<(Output, UncertaintyMeasure), SklearsError>

Make predictions with confidence intervals