Package ai.libs.jaicore.ml.classification.singlelabel.learner

Class ASingleLabelClassifier

java.lang.Object

ai.libs.jaicore.ml.core.learner.ASupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>

ai.libs.jaicore.ml.classification.singlelabel.learner.ASingleLabelClassifier

All Implemented Interfaces:

org.api4.java.ai.ml.core.learner.IFittable<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.learner.IFittablePredictor<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.learner.ILearnerConfigHandler, org.api4.java.ai.ml.core.learner.IPredictor<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>, org.api4.java.ai.ml.core.learner.ISupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

public abstract class ASingleLabelClassifier
extends ASupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>

Constructor Summary

Constructors

Modifier	Constructor	Description
protected	ASingleLabelClassifier()
protected	ASingleLabelClassifier(java.util.Map<java.lang.String,java.lang.Object> config)

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch	predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance[] dTest)

Methods inherited from class ai.libs.jaicore.ml.core.learner.ASupervisedLearner

fitAndPredict, fitAndPredict, fitAndPredict, getConfig, predict, predict, setConfig

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

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

fit

Constructor Detail

ASingleLabelClassifier

protected ASingleLabelClassifier(java.util.Map<java.lang.String,java.lang.Object> config)

ASingleLabelClassifier

protected ASingleLabelClassifier()

Method Detail

predict

public org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch predict(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance[] dTest)
                                                                                                            throws org.api4.java.ai.ml.core.exception.PredictionException,
                                                                                                                   java.lang.InterruptedException

Specified by:

predict in interface org.api4.java.ai.ml.core.learner.IPredictor<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>>

Specified by:

predict in class ASupervisedLearner<org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance,org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance>,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification,org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassificationPredictionBatch>

Throws:

org.api4.java.ai.ml.core.exception.PredictionException

java.lang.InterruptedException