Package org.api4.java.ai.ml.core.learner

Interface IFittablePredictor<I extends IInstance,D extends IDataSource<I>>

All Superinterfaces:

IFittable<I,D>, IPredictor<I,D>

All Known Subinterfaces:

IClassifier<I,D>, IClusterer, IDyadRanker, ILabelRanker, IMultiLabelClassifier, IRanker<O,I,D>, IRegressor, ISingleLabelClassifier, ISupervisedLearner<I,D>, IUnsupervisedLearner<I,D>

public interface IFittablePredictor<I extends IInstance,D extends IDataSource<I>>
extends IFittable<I,D>, IPredictor<I,D>

Method Summary

Modifier and Type	Method	Description
IPredictionBatch	fitAndPredict(D dTrain, D dTest)
IPrediction	fitAndPredict(D dTrain, I xTest)
IPredictionBatch	fitAndPredict(D dTrain, I[] xTest)

Methods inherited from interface org.api4.java.ai.ml.core.learner.IFittable

fit

Methods inherited from interface org.api4.java.ai.ml.core.learner.IPredictor

predict, predict, predict

Method Detail

fitAndPredict

IPrediction fitAndPredict(D dTrain,
                          I xTest)
                   throws TrainingException,
                          PredictionException,
                          java.lang.InterruptedException

Throws:

TrainingException

PredictionException

java.lang.InterruptedException

fitAndPredict

IPredictionBatch fitAndPredict(D dTrain,
                               I[] xTest)
                        throws TrainingException,
                               PredictionException,
                               java.lang.InterruptedException

Throws:

TrainingException

PredictionException

java.lang.InterruptedException

fitAndPredict

IPredictionBatch fitAndPredict(D dTrain,
                               D dTest)
                        throws TrainingException,
                               PredictionException,
                               java.lang.InterruptedException

Throws:

TrainingException

PredictionException

java.lang.InterruptedException