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

Class MekaClassifier

  • All Implemented Interfaces:
    IMekaClassifier, 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>>, org.api4.java.common.reconstruction.IReconstructible
    public class MekaClassifier
extends AMultiLabelClassifier
implements IMekaClassifier, org.api4.java.common.reconstruction.IReconstructible

    • Constructor Summary

      Constructors 
      Constructor Description
      MekaClassifier​(meka.classifiers.multilabel.MultiLabelClassifier classifier)  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void addInstruction​(org.api4.java.common.reconstruction.IReconstructionInstruction instruction)  
      void fit​(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dTrain)  
      meka.classifiers.multilabel.MultiLabelClassifier getClassifier()  
      org.api4.java.common.reconstruction.IReconstructionPlan getConstructionPlan()  
      org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification predict​(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance xTest)  
      java.lang.String toString()  

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

        fitAndPredict, fitAndPredict, fitAndPredict, getConfig, predict, setConfig

      • Methods inherited from class java.lang.Object

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

      • 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

    • Constructor Detail

      • MekaClassifier

        public MekaClassifier​(meka.classifiers.multilabel.MultiLabelClassifier classifier)

    • Method Detail

      • getClassifier

        public meka.classifiers.multilabel.MultiLabelClassifier getClassifier()
        Specified by:
        getClassifier in interface IMekaClassifier

      • fit

        public void fit​(org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<? extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance> dTrain)
         throws org.api4.java.ai.ml.core.exception.TrainingException,
                java.lang.InterruptedException
        Specified by:
        fit in interface 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>>
        Throws:
        org.api4.java.ai.ml.core.exception.TrainingException
        java.lang.InterruptedException

      • getConstructionPlan

        public org.api4.java.common.reconstruction.IReconstructionPlan getConstructionPlan()
        Specified by:
        getConstructionPlan in interface org.api4.java.common.reconstruction.IReconstructible

      • addInstruction

        public void addInstruction​(org.api4.java.common.reconstruction.IReconstructionInstruction instruction)
        Specified by:
        addInstruction in interface org.api4.java.common.reconstruction.IReconstructible

      • predict

        public org.api4.java.ai.ml.classification.multilabel.evaluation.IMultiLabelClassification predict​(org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance xTest)
                                                                                           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

      • toString

        public java.lang.String toString()
        Overrides:
        toString in class java.lang.Object