Hierarchy For All Packages

Package Hierarchies:

• org.api4.java.ai.ml.classification,
• org.api4.java.ai.ml.classification.multilabel.dataset,
• org.api4.java.ai.ml.classification.multilabel.learner,
• org.api4.java.ai.ml.classification.multilabel.loss,
• org.api4.java.ai.ml.classification.singlelabel.dataset,
• org.api4.java.ai.ml.classification.singlelabel.learner,
• org.api4.java.ai.ml.classification.singlelabel.loss,
• org.api4.java.ai.ml.clustering.learner,
• org.api4.java.ai.ml.core.dataset,
• org.api4.java.ai.ml.core.dataset.schema,
• org.api4.java.ai.ml.core.dataset.schema.attribute,
• org.api4.java.ai.ml.core.dataset.serialization,
• org.api4.java.ai.ml.core.dataset.splitter,
• org.api4.java.ai.ml.core.dataset.supervised,
• org.api4.java.ai.ml.core.dataset.trace,
• org.api4.java.ai.ml.core.evaluation.learningcurve,
• org.api4.java.ai.ml.core.evaluation.loss,
• org.api4.java.ai.ml.core.exception,
• org.api4.java.ai.ml.core.filter.supervised.sampling,
• org.api4.java.ai.ml.core.filter.unsupervised.sampling,
• org.api4.java.ai.ml.core.learner,
• org.api4.java.ai.ml.core.learner.active,
• org.api4.java.ai.ml.core.learner.algorithm,
• org.api4.java.ai.ml.ranking,
• org.api4.java.ai.ml.ranking.dataset,
• org.api4.java.ai.ml.ranking.dyad.dataset,
• org.api4.java.ai.ml.ranking.dyad.learner,
• org.api4.java.ai.ml.ranking.label.dataset,
• org.api4.java.ai.ml.ranking.label.learner,
• org.api4.java.ai.ml.ranking.learner,
• org.api4.java.ai.ml.ranking.loss,
• org.api4.java.ai.ml.regression.dataset,
• org.api4.java.ai.ml.regression.learner

Class Hierarchy

• java.lang.Object
  • java.lang.Throwable (implements java.io.Serializable)
    • java.lang.Exception
      • org.api4.java.algorithm.exceptions.AlgorithmException
        • org.api4.java.ai.ml.core.exception.PredictionException
        • org.api4.java.ai.ml.core.exception.TrainingException
      • org.api4.java.ai.ml.core.exception.ContainsNonNumericAttributesException
      • org.api4.java.ai.ml.core.exception.DatasetCreationException
      • org.api4.java.ai.ml.core.exception.DatasetTraceInstructionFailedException
      • org.api4.java.ai.ml.core.exception.LearnerConfigurationFailedException
      • java.lang.RuntimeException
        • java.lang.IllegalArgumentException
          • org.api4.java.ai.ml.core.dataset.schema.attribute.NoValidAttributeValueException
      • org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException

Interface Hierarchy

• java.util.concurrent.Callable<V>
  • org.api4.java.algorithm.IAlgorithm<I,O> (also extends org.api4.java.common.control.Cancelable, java.lang.Iterable<T>, java.util.Iterator<E>)
    • org.api4.java.ai.ml.core.learner.algorithm.IGenericPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IBatchPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IPredictionAlgorithm<Y,I>
    • org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm<I,D>
      • org.api4.java.ai.ml.core.filter.supervised.sampling.ISupervisedSamplingAlgorithm<I,D>
    • org.api4.java.ai.ml.core.learner.algorithm.ISupervisedFitAlgorithm<I,D,M>
    • org.api4.java.ai.ml.core.learner.algorithm.IUnsupervisedFitAlgorithm<X,I,D,M>
• org.api4.java.common.control.Cancelable
  • org.api4.java.algorithm.IAlgorithm<I,O> (also extends java.util.concurrent.Callable<V>, java.lang.Iterable<T>, java.util.Iterator<E>)
    • org.api4.java.ai.ml.core.learner.algorithm.IGenericPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IBatchPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IPredictionAlgorithm<Y,I>
    • org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm<I,D>
      • org.api4.java.ai.ml.core.filter.supervised.sampling.ISupervisedSamplingAlgorithm<I,D>
    • org.api4.java.ai.ml.core.learner.algorithm.ISupervisedFitAlgorithm<I,D,M>
    • org.api4.java.ai.ml.core.learner.algorithm.IUnsupervisedFitAlgorithm<X,I,D,M>
• org.api4.java.ai.ml.core.learner.active.IActiveLearningPoolProvider<I>
• org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue
  • org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttributeValue
  • org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttributeValue
  • org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttributeValue
  • org.api4.java.ai.ml.core.dataset.schema.attribute.IObjectAttributeValue<O>
    • org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttributeValue<O>
    • org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttributeValue
    • org.api4.java.ai.ml.core.dataset.schema.attribute.ITimeseriesAttributeValue<Y>
  • org.api4.java.ai.ml.core.dataset.schema.attribute.IOrdinalAttribute
  • org.api4.java.ai.ml.core.dataset.schema.attribute.IOrdinalAttributeValue
• org.api4.java.ai.ml.core.dataset.serialization.IDatasetDeserializer<D>
• org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter<I,D>
  • org.api4.java.ai.ml.core.dataset.splitter.ISupervisedDatasetSplitter<I,D>
• org.api4.java.ai.ml.core.dataset.serialization.IDatsetSerializer<D>
• org.api4.java.ai.ml.ranking.dyad.dataset.IDyad
• org.api4.java.ai.ml.core.learner.IFittable<I,D>
  • org.api4.java.ai.ml.core.learner.IFittablePredictor<I,D> (also extends org.api4.java.ai.ml.core.learner.IPredictor<I,D>)
    • org.api4.java.ai.ml.core.learner.ISupervisedLearner<I,D> (also extends org.api4.java.ai.ml.core.learner.ILearnerConfigHandler)
      • org.api4.java.ai.ml.classification.IClassifier<I,D>
        • org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier
        • org.api4.java.ai.ml.classification.singlelabel.learner.ISingleLabelClassifier
      • org.api4.java.ai.ml.ranking.learner.IRanker<O,I,D>
        • org.api4.java.ai.ml.ranking.dyad.learner.IDyadRanker
        • org.api4.java.ai.ml.ranking.label.learner.ILabelRanker
      • org.api4.java.ai.ml.regression.learner.IRegressor
    • org.api4.java.ai.ml.core.learner.IUnsupervisedLearner<I,D> (also extends org.api4.java.ai.ml.core.learner.ILearnerConfigHandler)
      • org.api4.java.ai.ml.clustering.learner.IClusterer
• org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema
  • org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema
• org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler
  • org.api4.java.ai.ml.core.dataset.IDataSource<I> (also extends java.lang.Iterable<T>)
    • org.api4.java.ai.ml.core.dataset.IDataset<I> (also extends java.util.List<E>)
      • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I> (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<I>)
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.regression.dataset.IRegressionDataSource)
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource)
    • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<I> (also extends org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler)
      • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I> (also extends org.api4.java.ai.ml.core.dataset.IDataset<I>)
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.regression.dataset.IRegressionDataSource)
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource)
      • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
      • org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>
        • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I>)
        • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I>)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
      • org.api4.java.ai.ml.regression.dataset.IRegressionDataSource
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
      • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
  • org.api4.java.ai.ml.core.dataset.IInstance
    • org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance (also extends org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler)
      • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationInstance
      • org.api4.java.ai.ml.ranking.dataset.IRankingInstance<O>
        • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance (also extends java.lang.Iterable<T>)
        • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingInstance
      • org.api4.java.ai.ml.regression.dataset.IRegressionInstance
      • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationInstance
  • org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler
    • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<I> (also extends org.api4.java.ai.ml.core.dataset.IDataSource<I>)
      • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I> (also extends org.api4.java.ai.ml.core.dataset.IDataset<I>)
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.regression.dataset.IRegressionDataSource)
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource)
      • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
      • org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>
        • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I>)
        • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I>)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
      • org.api4.java.ai.ml.regression.dataset.IRegressionDataSource
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
      • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
    • org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance (also extends org.api4.java.ai.ml.core.dataset.IInstance)
      • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationInstance
      • org.api4.java.ai.ml.ranking.dataset.IRankingInstance<O>
        • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance (also extends java.lang.Iterable<T>)
        • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingInstance
      • org.api4.java.ai.ml.regression.dataset.IRegressionInstance
      • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationInstance
• org.api4.java.ai.ml.core.learner.ILearnerConfigHandler
  • org.api4.java.ai.ml.core.learner.ISupervisedLearner<I,D> (also extends org.api4.java.ai.ml.core.learner.IFittablePredictor<I,D>)
    • org.api4.java.ai.ml.classification.IClassifier<I,D>
      • org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier
      • org.api4.java.ai.ml.classification.singlelabel.learner.ISingleLabelClassifier
    • org.api4.java.ai.ml.ranking.learner.IRanker<O,I,D>
      • org.api4.java.ai.ml.ranking.dyad.learner.IDyadRanker
      • org.api4.java.ai.ml.ranking.label.learner.ILabelRanker
    • org.api4.java.ai.ml.regression.learner.IRegressor
  • org.api4.java.ai.ml.core.learner.IUnsupervisedLearner<I,D> (also extends org.api4.java.ai.ml.core.learner.IFittablePredictor<I,D>)
    • org.api4.java.ai.ml.clustering.learner.IClusterer
• org.api4.java.ai.ml.core.evaluation.learningcurve.ILearningCurve
  • org.api4.java.ai.ml.core.evaluation.learningcurve.IAnalyticalLearningCurve
• org.api4.java.ai.ml.core.evaluation.loss.ILossFunction<Y>
  • org.api4.java.ai.ml.core.evaluation.loss.IBatchLossFunction<Y>
    • org.api4.java.ai.ml.classification.singlelabel.loss.ISingleLabelClassificationBatchLossFunction
  • org.api4.java.ai.ml.classification.singlelabel.loss.IClassificationLossFunction
  • org.api4.java.ai.ml.classification.multilabel.loss.IMultiLabelClassificationLossFunction
  • org.api4.java.ai.ml.ranking.loss.IRankingLossFunction
• org.api4.java.ai.ml.core.learner.IMLModel
• org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelSet
• org.api4.java.ai.ml.core.learner.algorithm.IPrediction
  • org.api4.java.ai.ml.ranking.label.learner.ILabelRankingPrediction
  • org.api4.java.ai.ml.ranking.IRankingPrediction
  • org.api4.java.ai.ml.classification.singlelabel.learner.ISingleLabelClassificationPrediction
• org.api4.java.ai.ml.core.learner.algorithm.IPredictionBatch
• org.api4.java.ai.ml.core.learner.IPredictor<I,D>
  • org.api4.java.ai.ml.core.learner.IFittablePredictor<I,D> (also extends org.api4.java.ai.ml.core.learner.IFittable<I,D>)
    • org.api4.java.ai.ml.core.learner.ISupervisedLearner<I,D> (also extends org.api4.java.ai.ml.core.learner.ILearnerConfigHandler)
      • org.api4.java.ai.ml.classification.IClassifier<I,D>
        • org.api4.java.ai.ml.classification.multilabel.learner.IMultiLabelClassifier
        • org.api4.java.ai.ml.classification.singlelabel.learner.ISingleLabelClassifier
      • org.api4.java.ai.ml.ranking.learner.IRanker<O,I,D>
        • org.api4.java.ai.ml.ranking.dyad.learner.IDyadRanker
        • org.api4.java.ai.ml.ranking.label.learner.ILabelRanker
      • org.api4.java.ai.ml.regression.learner.IRegressor
    • org.api4.java.ai.ml.core.learner.IUnsupervisedLearner<I,D> (also extends org.api4.java.ai.ml.core.learner.ILearnerConfigHandler)
      • org.api4.java.ai.ml.clustering.learner.IClusterer
• org.api4.java.ai.ml.core.learner.IProbabilisticPredictor
• org.api4.java.ai.ml.core.learner.active.ISelectiveSamplingStrategy<I>
• java.lang.Iterable<T>
  • java.util.Collection<E>
    • java.util.List<E>
      • org.api4.java.ai.ml.core.dataset.IDataset<I> (also extends org.api4.java.ai.ml.core.dataset.IDataSource<I>)
        • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I> (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<I>)
          • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource)
          • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>)
            • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
            • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
          • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.regression.dataset.IRegressionDataSource)
          • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource)
      • org.api4.java.ai.ml.ranking.dataset.IRanking<O>
  • org.api4.java.algorithm.IAlgorithm<I,O> (also extends java.util.concurrent.Callable<V>, org.api4.java.common.control.Cancelable, java.util.Iterator<E>)
    • org.api4.java.ai.ml.core.learner.algorithm.IGenericPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IBatchPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IPredictionAlgorithm<Y,I>
    • org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm<I,D>
      • org.api4.java.ai.ml.core.filter.supervised.sampling.ISupervisedSamplingAlgorithm<I,D>
    • org.api4.java.ai.ml.core.learner.algorithm.ISupervisedFitAlgorithm<I,D,M>
    • org.api4.java.ai.ml.core.learner.algorithm.IUnsupervisedFitAlgorithm<X,I,D,M>
  • org.api4.java.ai.ml.core.dataset.IDataSource<I> (also extends org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler)
    • org.api4.java.ai.ml.core.dataset.IDataset<I> (also extends java.util.List<E>)
      • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I> (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<I>)
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.regression.dataset.IRegressionDataSource)
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource)
    • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<I> (also extends org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler)
      • org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I> (also extends org.api4.java.ai.ml.core.dataset.IDataset<I>)
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.regression.dataset.IRegressionDataSource)
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource)
      • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataSource
        • org.api4.java.ai.ml.classification.multilabel.dataset.IMultiLabelClassificationDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
      • org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<O,I>
        • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I>)
        • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I>)
        • org.api4.java.ai.ml.ranking.dataset.IRankingDataset<O,I> (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
          • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset (also extends org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource)
          • org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataset (also extends org.api4.java.ai.ml.ranking.label.dataset.ILabelRankingDataSource)
      • org.api4.java.ai.ml.regression.dataset.IRegressionDataSource
        • org.api4.java.ai.ml.regression.dataset.IRegressionDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
      • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataSource
        • org.api4.java.ai.ml.classification.singlelabel.dataset.ISingleLabelClassificationDataset (also extends org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<I>)
  • org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance (also extends org.api4.java.ai.ml.ranking.dataset.IRankingInstance<O>)
• java.util.Iterator<E>
  • org.api4.java.algorithm.IAlgorithm<I,O> (also extends java.util.concurrent.Callable<V>, org.api4.java.common.control.Cancelable, java.lang.Iterable<T>)
    • org.api4.java.ai.ml.core.learner.algorithm.IGenericPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IBatchPredictionAlgorithm<Y,I>
      • org.api4.java.ai.ml.core.learner.algorithm.IPredictionAlgorithm<Y,I>
    • org.api4.java.ai.ml.core.filter.unsupervised.sampling.ISamplingAlgorithm<I,D>
      • org.api4.java.ai.ml.core.filter.supervised.sampling.ISupervisedSamplingAlgorithm<I,D>
    • org.api4.java.ai.ml.core.learner.algorithm.ISupervisedFitAlgorithm<I,D,M>
    • org.api4.java.ai.ml.core.learner.algorithm.IUnsupervisedFitAlgorithm<X,I,D,M>
• java.io.Serializable
  • org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute
    • org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute
    • org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttribute
    • org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttribute
    • org.api4.java.ai.ml.core.dataset.schema.attribute.INumericEncodingAttribute
    • org.api4.java.ai.ml.core.dataset.schema.attribute.IObjectAttribute<O>
      • org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttribute<O>
      • org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttribute
      • org.api4.java.ai.ml.core.dataset.schema.attribute.ITimeseriesAttribute<Y>
  • org.api4.java.ai.ml.core.dataset.trace.IDatasetTraceInstruction<I,D>