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

Interface IMultiLabelClassifier

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 IMultiLabelClassifier
extends IClassifier

Method Summary

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

IMultiLabelClassification 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

IMultiLabelClassificationPredictionBatch 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

IMultiLabelClassificationPredictionBatch 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

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

Specified by:

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

Throws:

PredictionException

java.lang.InterruptedException

predict

IMultiLabelClassificationPredictionBatch 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

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

Specified by:

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

Throws:

PredictionException

java.lang.InterruptedException