Package org.api4.java.ai.ml.classification.singlelabel.learner

Interface ISingleLabelClassifier

All Superinterfaces:

IClassifier, IFittable<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>, IFittablePredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>, ILearnerConfigHandler, IPredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>, ISupervisedLearner<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

public interface ISingleLabelClassifier
extends IClassifier

Method Summary

Modifier and Type	Method	Description
ISingleLabelClassificationPredictionBatch	fitAndPredict(ILabeledDataset<? extends ILabeledInstance> dTrain, ILabeledDataset<? extends ILabeledInstance> dTest)
ISingleLabelClassification	fitAndPredict(ILabeledDataset<? extends ILabeledInstance> dTrain, ILabeledInstance xTest)
ISingleLabelClassificationPredictionBatch	fitAndPredict(ILabeledDataset<? extends ILabeledInstance> dTrain, ILabeledInstance[] xTest)
ISingleLabelClassificationPredictionBatch	predict(ILabeledDataset<? extends ILabeledInstance> dTest)
ISingleLabelClassification	predict(ILabeledInstance xTest)
ISingleLabelClassificationPredictionBatch	predict(ILabeledInstance[] dTest)

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

fit

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

getConfig, setConfig

Method Detail

fitAndPredict

ISingleLabelClassification fitAndPredict(ILabeledDataset<? extends ILabeledInstance> dTrain,
                                         ILabeledInstance xTest)
                                  throws TrainingException,
                                         PredictionException,
                                         java.lang.InterruptedException

Specified by:

fitAndPredict in interface IFittablePredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

Throws:

TrainingException

PredictionException

java.lang.InterruptedException

fitAndPredict

ISingleLabelClassificationPredictionBatch fitAndPredict(ILabeledDataset<? extends ILabeledInstance> dTrain,
                                                        ILabeledInstance[] xTest)
                                                 throws TrainingException,
                                                        PredictionException,
                                                        java.lang.InterruptedException

Specified by:

fitAndPredict in interface IFittablePredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

Throws:

TrainingException

PredictionException

java.lang.InterruptedException

fitAndPredict

ISingleLabelClassificationPredictionBatch fitAndPredict(ILabeledDataset<? extends ILabeledInstance> dTrain,
                                                        ILabeledDataset<? extends ILabeledInstance> dTest)
                                                 throws TrainingException,
                                                        PredictionException,
                                                        java.lang.InterruptedException

Specified by:

fitAndPredict in interface IFittablePredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

Throws:

TrainingException

PredictionException

java.lang.InterruptedException

predict

ISingleLabelClassification predict(ILabeledInstance xTest)
                            throws PredictionException,
                                   java.lang.InterruptedException

Specified by:

predict in interface IPredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

Throws:

PredictionException

java.lang.InterruptedException

predict

ISingleLabelClassificationPredictionBatch predict(ILabeledDataset<? extends ILabeledInstance> dTest)
                                           throws PredictionException,
                                                  java.lang.InterruptedException

Specified by:

predict in interface IPredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

Throws:

PredictionException

java.lang.InterruptedException

predict

ISingleLabelClassificationPredictionBatch predict(ILabeledInstance[] dTest)
                                           throws PredictionException,
                                                  java.lang.InterruptedException

Specified by:

predict in interface IPredictor<ILabeledInstance,ILabeledDataset<? extends ILabeledInstance>>

Throws:

PredictionException

java.lang.InterruptedException