Module org.nasdanika.ai

Package org.nasdanika.ai

Interface FittedPredictor<F,L,E>

Type Parameters:

F -

L -

E -

All Superinterfaces:

Predictor<F,L>

public interface FittedPredictor<F,L,E>
extends Predictor<F,L>

A predictor which is fitted (trained)

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static interface	FittedPredictor.ErrorComputer<F,L,E>
static interface	FittedPredictor.Fitter<F,L,E>

Nested classes/interfaces inherited from interface org.nasdanika.ai.Predictor

Predictor.Sample<F,L>

Method Summary

Modifier and Type	Method	Description
default <G> FittedPredictor<G,L,E>	adaptFeature(Function<G,F> featureMapper)
default <G> FittedPredictor<G,L,E>	adaptFeatureAsync(Function<G,reactor.core.publisher.Mono<F>> featureMapper)
default <M> FittedPredictor<F,M,E>	adaptLabel(Function<L,M> labelMapper)
default <M> FittedPredictor<F,M,E>	adaptLabelAsync(Function<L,reactor.core.publisher.Mono<M>> labelMapper)
E	getError()

Methods inherited from interface org.nasdanika.ai.Predictor

predict, predict, predictAsync, predictAsync

Method Details

getError

E getError()

Returns:

Fitting residual error

adaptFeature

default <G> FittedPredictor<G,L,E> adaptFeature(Function<G,F> featureMapper)

Specified by:

adaptFeature in interface Predictor<F,L>

adaptFeatureAsync

default <G> FittedPredictor<G,L,E> adaptFeatureAsync(Function<G,reactor.core.publisher.Mono<F>> featureMapper)

Specified by:

adaptFeatureAsync in interface Predictor<F,L>

adaptLabel

default <M> FittedPredictor<F,M,E> adaptLabel(Function<L,M> labelMapper)

Specified by:

adaptLabel in interface Predictor<F,L>

adaptLabelAsync

default <M> FittedPredictor<F,M,E> adaptLabelAsync(Function<L,reactor.core.publisher.Mono<M>> labelMapper)

Specified by:

adaptLabelAsync in interface Predictor<F,L>