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

Class AMultiLabelClassifier

  • All Implemented Interfaces:
    org.api4.java.ai.ml.classification.IClassifier, org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier, 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>>
    Direct Known Subclasses:
    MekaClassifier
    public abstract class AMultiLabelClassifier
extends 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.multilabel.evaluation.IMultiLabelClassification,​org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassificationPredictionBatch>
implements org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassificationPredictionBatch 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

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

        getConfig, setConfig

      • Methods inherited from interface org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier

        fitAndPredict, fitAndPredict, fitAndPredict, predict, predict

    • Constructor Detail

      • AMultiLabelClassifier

        public AMultiLabelClassifier()

    • Method Detail

      • predict

        public org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassificationPredictionBatch 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.classification.multilabel.learner.IMultiLabelClassifier
        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 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.multilabel.evaluation.IMultiLabelClassification,​org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassificationPredictionBatch>
        Throws:
        org.api4.java.ai.ml.core.exception.PredictionException
        java.lang.InterruptedException