Hierarchy For All Packages

Package Hierarchies:

• org.tribuo,
• org.tribuo.dataset,
• org.tribuo.datasource,
• org.tribuo.ensemble,
• org.tribuo.evaluation,
• org.tribuo.evaluation.metrics,
• org.tribuo.hash,
• org.tribuo.impl,
• org.tribuo.protos,
• org.tribuo.provenance,
• org.tribuo.provenance.impl,
• org.tribuo.sequence,
• org.tribuo.transform,
• org.tribuo.transform.transformations,
• org.tribuo.util

Class Hierarchy

• java.lang.Object
  • org.tribuo.evaluation.AbstractEvaluator<T,C,E,M> (implements org.tribuo.evaluation.Evaluator<T,E>)
  • org.tribuo.sequence.AbstractSequenceEvaluator<T,C,E,M> (implements org.tribuo.sequence.SequenceEvaluator<T,E>)
  • org.tribuo.datasource.AggregateConfigurableDataSource<T> (implements org.tribuo.ConfigurableDataSource<T>)
  • org.tribuo.datasource.AggregateDataSource<T> (implements org.tribuo.DataSource<T>)
  • org.tribuo.datasource.AggregateDataSource.AggregateDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
  • org.tribuo.ensemble.BaggingTrainer<T> (implements org.tribuo.Trainer<T>)
  • org.tribuo.transform.transformations.BinningTransformation (implements org.tribuo.transform.Transformation)
  • org.tribuo.transform.transformations.BinningTransformation.BinningTransformationProvenance (implements org.tribuo.transform.TransformationProvenance)
  • org.tribuo.transform.transformations.BinningTransformation.BinningTransformer (implements org.tribuo.transform.Transformer)
  • org.tribuo.evaluation.CrossValidation<T,E>
  • org.tribuo.Dataset<T> (implements java.lang.Iterable<T>, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.ImmutableDataset<T> (implements java.io.Serializable)
      • org.tribuo.dataset.DatasetView<T>
      • org.tribuo.dataset.MinimumCardinalityDataset<T>
      • org.tribuo.dataset.SelectedFeatureDataset<T>
    • org.tribuo.MutableDataset<T>
  • org.tribuo.impl.DatasetDataCarrier<T>
  • org.tribuo.provenance.DatasetProvenance (implements org.tribuo.provenance.DataProvenance, com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
    • org.tribuo.dataset.DatasetView.DatasetViewProvenance
    • org.tribuo.provenance.impl.EmptyDatasetProvenance
    • org.tribuo.dataset.MinimumCardinalityDataset.MinimumCardinalityDatasetProvenance
    • org.tribuo.sequence.MinimumCardinalitySequenceDataset.MinimumCardinalitySequenceDatasetProvenance
    • org.tribuo.dataset.SelectedFeatureDataset.SelectedFeatureDatasetProvenance
  • org.tribuo.evaluation.DescriptiveStats
  • org.tribuo.provenance.impl.EmptyDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
  • org.tribuo.provenance.impl.EmptyTrainerProvenance (implements org.tribuo.provenance.TrainerProvenance)
  • org.tribuo.evaluation.EvaluationAggregator
  • org.tribuo.provenance.EvaluationProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
  • org.tribuo.Example<T> (implements java.lang.Iterable<T>, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
    • org.tribuo.impl.ArrayExample<T>
      • org.tribuo.impl.IndexedArrayExample<T>
    • org.tribuo.impl.BinaryFeaturesExample<T>
    • org.tribuo.impl.ListExample<T> (implements java.io.Serializable)
  • org.tribuo.Excuse<T>
    • org.tribuo.ensemble.EnsembleExcuse<T>
  • org.tribuo.Feature (implements java.lang.Cloneable, java.lang.Comparable<T>, java.io.Serializable)
  • org.tribuo.FeatureMap (implements java.lang.Iterable<T>, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
    • org.tribuo.ImmutableFeatureMap (implements java.io.Serializable)
      • org.tribuo.hash.HashedFeatureMap
    • org.tribuo.MutableFeatureMap
  • org.tribuo.provenance.FeatureSetProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
  • org.tribuo.hash.HashCodeHasher.HashCodeHasherProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
  • org.tribuo.hash.Hasher (implements com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.hash.HashCodeHasher
    • org.tribuo.hash.MessageDigestHasher
    • org.tribuo.hash.ModHashCodeHasher
  • org.tribuo.hash.HashingOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.sequence.HashingSequenceTrainer<T> (implements org.tribuo.sequence.SequenceTrainer<T>)
  • org.tribuo.hash.HashingTrainer<T> (implements org.tribuo.Trainer<T>)
  • org.tribuo.util.HTMLOutput
  • org.tribuo.transform.transformations.IDFTransformation (implements org.tribuo.transform.Transformation)
  • org.tribuo.transform.transformations.IDFTransformation.IDFTransformationProvenance (implements org.tribuo.transform.TransformationProvenance)
  • org.tribuo.datasource.IDXDataSource<T> (implements org.tribuo.ConfigurableDataSource<T>)
  • org.tribuo.datasource.IDXDataSource.IDXData
  • org.tribuo.sequence.IndependentSequenceTrainer<T> (implements org.tribuo.sequence.SequenceTrainer<T>)
  • org.tribuo.impl.IndexedArrayExample.FeatureTuple
  • org.tribuo.util.IntDoublePair
  • org.tribuo.evaluation.KFoldSplitter<T>
  • org.tribuo.evaluation.KFoldSplitter.TrainTestFold<T>
  • org.tribuo.datasource.LibSVMDataSource<T> (implements org.tribuo.ConfigurableDataSource<T>)
  • org.tribuo.transform.transformations.LinearScalingTransformation (implements org.tribuo.transform.Transformation)
  • org.tribuo.transform.transformations.LinearScalingTransformation.LinearScalingTransformationProvenance (implements org.tribuo.transform.TransformationProvenance)
  • org.tribuo.datasource.ListDataSource<T> (implements org.tribuo.DataSource<T>)
  • org.tribuo.transform.transformations.MeanStdDevTransformation (implements org.tribuo.transform.Transformation)
  • org.tribuo.transform.transformations.MeanStdDevTransformation.MeanStdDevTransformationProvenance (implements org.tribuo.transform.TransformationProvenance)
  • org.tribuo.util.MeanVarianceAccumulator (implements java.io.Serializable)
  • org.tribuo.hash.MessageDigestHasher.MessageDigestHasherProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
  • org.tribuo.evaluation.metrics.MetricContext<T>
  • org.tribuo.evaluation.metrics.MetricTarget<T>
  • org.tribuo.Model<T> (implements org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.ensemble.EnsembleModel<T>
      • org.tribuo.ensemble.WeightedEnsembleModel<T> (implements org.tribuo.ONNXExportable)
    • org.tribuo.SparseModel<T>
    • org.tribuo.transform.TransformedModel<T>
  • org.tribuo.impl.ModelDataCarrier<T>
  • org.tribuo.ModelExplorer (implements com.oracle.labs.mlrg.olcut.command.CommandGroup)
  • org.tribuo.ModelExplorer.ModelExplorerOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.provenance.ModelProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
    • org.tribuo.provenance.EnsembleModelProvenance
  • org.tribuo.hash.ModHashCodeHasher.ModHashCodeHasherProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
  • org.tribuo.util.MurmurHash3
  • org.tribuo.util.MurmurHash3.LongPair
  • org.tribuo.evaluation.OnlineEvaluator<T,E>
  • com.oracle.labs.mlrg.olcut.util.Pair<T1,T2> (implements java.io.Serializable)
    • org.tribuo.evaluation.metrics.MetricID<T>
  • org.tribuo.Prediction<T> (implements org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.protos.ProtoUtil
  • org.tribuo.SelectedFeatureSet (implements org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.sequence.SequenceDataset<T> (implements java.lang.Iterable<T>, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.sequence.ImmutableSequenceDataset<T> (implements java.io.Serializable)
      • org.tribuo.sequence.MinimumCardinalitySequenceDataset<T>
    • org.tribuo.sequence.MutableSequenceDataset<T>
  • org.tribuo.sequence.SequenceExample<T> (implements java.lang.Iterable<T>, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.sequence.SequenceModel<T> (implements org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
    • org.tribuo.sequence.IndependentSequenceModel<T>
  • org.tribuo.sequence.SequenceModelExplorer (implements com.oracle.labs.mlrg.olcut.command.CommandGroup)
  • org.tribuo.sequence.SequenceModelExplorer.SequenceModelExplorerOptions (implements com.oracle.labs.mlrg.olcut.config.Options)
  • org.tribuo.provenance.SimpleDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
  • org.tribuo.transform.transformations.SimpleTransform (implements org.tribuo.transform.Transformation, org.tribuo.transform.Transformer, org.tribuo.transform.TransformStatistics)
  • org.tribuo.transform.transformations.SimpleTransform.SimpleTransformProvenance (implements org.tribuo.transform.TransformationProvenance)
  • com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
    • org.tribuo.datasource.AggregateConfigurableDataSource.AggregateConfigurableDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
    • org.tribuo.provenance.impl.FeatureSelectorProvenanceImpl (implements org.tribuo.provenance.FeatureSelectorProvenance)
    • org.tribuo.datasource.IDXDataSource.IDXDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
    • org.tribuo.datasource.LibSVMDataSource.LibSVMDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
    • org.tribuo.provenance.SkeletalTrainerProvenance (implements org.tribuo.provenance.TrainerProvenance)
      • org.tribuo.sequence.HashingSequenceTrainer.HashingSequenceTrainerProvenance
      • org.tribuo.provenance.impl.TrainerProvenanceImpl
  • org.tribuo.SkeletalVariableInfo (implements org.tribuo.VariableInfo)
    • org.tribuo.CategoricalInfo
      • org.tribuo.CategoricalIDInfo (implements org.tribuo.VariableIDInfo)
    • org.tribuo.RealInfo
      • org.tribuo.RealIDInfo (implements org.tribuo.VariableIDInfo)
  • org.tribuo.provenance.impl.TimestampedTrainerProvenance (implements org.tribuo.provenance.TrainerProvenance)
  • org.tribuo.evaluation.TrainTestSplitter<T>
  • org.tribuo.evaluation.TrainTestSplitter.SplitDataSourceProvenance (implements org.tribuo.provenance.DataSourceProvenance)
  • org.tribuo.transform.TransformationMap (implements com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.transform.TransformationMap.TransformationList (implements com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.transform.TransformerMap (implements org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.transform.TransformerMap.TransformerMapProvenance (implements com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
  • org.tribuo.transform.TransformTrainer<T> (implements org.tribuo.Trainer<T>)
  • org.tribuo.Tribuo
  • org.tribuo.util.Util

Interface Hierarchy

• java.lang.Cloneable
  • org.tribuo.VariableInfo (also extends org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
    • org.tribuo.VariableIDInfo
• com.oracle.labs.mlrg.olcut.config.Configurable
  • org.tribuo.ConfigurableDataSource<T> (also extends org.tribuo.DataSource<T>)
  • org.tribuo.ensemble.EnsembleCombiner<T> (also extends org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.FeatureSelector<T> (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.OutputFactory<T> (also extends org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.sequence.SequenceTrainer<T> (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.Trainer<T> (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
    • org.tribuo.IncrementalTrainer<T,U>
    • org.tribuo.SparseTrainer<T>
  • org.tribuo.transform.Transformation (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
• org.tribuo.evaluation.metrics.EvaluationMetric<T,C>
• org.tribuo.evaluation.EvaluationRenderer<T,E>
• org.tribuo.evaluation.Evaluator<T,E>
• java.lang.Iterable<T>
  • org.tribuo.DataSource<T> (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
    • org.tribuo.ConfigurableDataSource<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
  • org.tribuo.ImmutableOutputInfo<T> (also extends org.tribuo.OutputInfo<T>)
  • com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.Provenance)
    • com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance
      • org.tribuo.provenance.ConfiguredDataSourceProvenance (also extends org.tribuo.provenance.DataSourceProvenance)
      • org.tribuo.provenance.FeatureSelectorProvenance
      • org.tribuo.provenance.OutputFactoryProvenance
      • org.tribuo.provenance.TrainerProvenance
      • org.tribuo.transform.TransformationProvenance
    • org.tribuo.provenance.DataProvenance
      • org.tribuo.provenance.DataSourceProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
        • org.tribuo.provenance.ConfiguredDataSourceProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
    • org.tribuo.provenance.DataSourceProvenance (also extends org.tribuo.provenance.DataProvenance)
      • org.tribuo.provenance.ConfiguredDataSourceProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
  • org.tribuo.sequence.SequenceDataSource<T> (also extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
• org.tribuo.util.Merger
• org.tribuo.ONNXExportable
• org.tribuo.protos.ProtoSerializable<T>
  • org.tribuo.ensemble.EnsembleCombiner<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.Output<T> (also extends java.io.Serializable)
  • org.tribuo.OutputFactory<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>, java.io.Serializable)
  • org.tribuo.OutputInfo<T> (also extends java.io.Serializable)
    • org.tribuo.ImmutableOutputInfo<T> (also extends java.lang.Iterable<T>)
    • org.tribuo.MutableOutputInfo<T>
  • org.tribuo.transform.Transformer (also extends java.io.Serializable)
  • org.tribuo.VariableInfo (also extends java.lang.Cloneable, java.io.Serializable)
    • org.tribuo.VariableIDInfo
• com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>
  • org.tribuo.DataSource<T> (also extends java.lang.Iterable<T>)
    • org.tribuo.ConfigurableDataSource<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
  • org.tribuo.ensemble.EnsembleCombiner<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.evaluation.Evaluation<T>
  • org.tribuo.FeatureSelector<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
  • org.tribuo.OutputFactory<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, java.io.Serializable)
  • org.tribuo.sequence.SequenceDataSource<T> (also extends java.lang.Iterable<T>)
  • org.tribuo.sequence.SequenceEvaluation<T>
  • org.tribuo.sequence.SequenceTrainer<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
  • org.tribuo.Trainer<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
    • org.tribuo.IncrementalTrainer<T,U>
    • org.tribuo.SparseTrainer<T>
  • org.tribuo.transform.Transformation (also extends com.oracle.labs.mlrg.olcut.config.Configurable)
• org.tribuo.sequence.SequenceEvaluator<T,E>
• java.io.Serializable
  • org.tribuo.ensemble.EnsembleCombiner<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.Output<T> (also extends org.tribuo.protos.ProtoSerializable<T>)
  • org.tribuo.OutputFactory<T> (also extends com.oracle.labs.mlrg.olcut.config.Configurable, org.tribuo.protos.ProtoSerializable<T>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<T>)
  • org.tribuo.OutputInfo<T> (also extends org.tribuo.protos.ProtoSerializable<T>)
    • org.tribuo.ImmutableOutputInfo<T> (also extends java.lang.Iterable<T>)
    • org.tribuo.MutableOutputInfo<T>
  • com.oracle.labs.mlrg.olcut.provenance.Provenance
    • com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance (also extends java.lang.Iterable<T>)
      • com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance
        • org.tribuo.provenance.ConfiguredDataSourceProvenance (also extends org.tribuo.provenance.DataSourceProvenance)
        • org.tribuo.provenance.FeatureSelectorProvenance
        • org.tribuo.provenance.OutputFactoryProvenance
        • org.tribuo.provenance.TrainerProvenance
        • org.tribuo.transform.TransformationProvenance
      • org.tribuo.provenance.DataProvenance
        • org.tribuo.provenance.DataSourceProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance)
          • org.tribuo.provenance.ConfiguredDataSourceProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
      • org.tribuo.provenance.DataSourceProvenance (also extends org.tribuo.provenance.DataProvenance)
        • org.tribuo.provenance.ConfiguredDataSourceProvenance (also extends com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance)
  • org.tribuo.transform.Transformer (also extends org.tribuo.protos.ProtoSerializable<T>)
  • org.tribuo.VariableInfo (also extends java.lang.Cloneable, org.tribuo.protos.ProtoSerializable<T>)
    • org.tribuo.VariableIDInfo
• org.tribuo.transform.TransformStatistics
• org.tribuo.WeightedExamples

Annotation Type Hierarchy

• org.tribuo.protos.ProtoSerializableClass (implements java.lang.annotation.Annotation)
• org.tribuo.protos.ProtoSerializableField (implements java.lang.annotation.Annotation)
• org.tribuo.protos.ProtoSerializableKeysValuesField (implements java.lang.annotation.Annotation)
• org.tribuo.protos.ProtoSerializableMapField (implements java.lang.annotation.Annotation)
• org.tribuo.protos.ProtoSerializableMapValuesField (implements java.lang.annotation.Annotation)

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • org.tribuo.datasource.AggregateDataSource.IterationOrder
    • org.tribuo.transform.transformations.BinningTransformation.BinningType
    • org.tribuo.evaluation.metrics.EvaluationMetric.Average
    • org.tribuo.hash.HashingOptions.ModelHashingType
    • org.tribuo.datasource.IDXDataSource.IDXType
    • org.tribuo.transform.transformations.SimpleTransform.Operation