Uses of Interface
org.tribuo.ImmutableOutputInfo

Packages that use ImmutableOutputInfo

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.dataset	Provides utility datasets which subsample or otherwise transform the wrapped dataset.
org.tribuo.ensemble	Provides an interface for model prediction combinations, two base classes for ensemble models, a base class for ensemble excuses, and a Bagging implementation.
org.tribuo.impl	Provides implementations of base classes and interfaces from org.tribuo.
org.tribuo.sequence	Provides core classes for working with sequences of Examples.

Uses of ImmutableOutputInfo in org.tribuo

Fields in org.tribuo declared as ImmutableOutputInfo

Modifier and Type	Field	Description
protected ImmutableOutputInfo<T>	ImmutableDataset.outputIDInfo	Output information, and id numbers for outputs found in this dataset.
protected final ImmutableOutputInfo<T>	Model.outputIDInfo	The outputs this model predicts.

Methods in org.tribuo that return ImmutableOutputInfo

Modifier and Type	Method	Description
ImmutableOutputInfo<T>	OutputFactory.constructInfoForExternalModel(Map<T,Integer> mapping)	Creates an ImmutableOutputInfo from the supplied mapping.
ImmutableOutputInfo<T>	OutputInfo.generateImmutableOutputInfo()	Generates an ImmutableOutputInfo which has a copy of the data in this OutputInfo, but also has id values and is immutable.
abstract ImmutableOutputInfo<T>	Dataset.getOutputIDInfo()	Returns or generates an ImmutableOutputInfo.
ImmutableOutputInfo<T>	ImmutableDataset.getOutputIDInfo()
ImmutableOutputInfo<T>	Model.getOutputIDInfo()	Gets the output domain.
ImmutableOutputInfo<T>	MutableDataset.getOutputIDInfo()
ImmutableOutputInfo<T>	ImmutableDataset.getOutputInfo()

Methods in org.tribuo with parameters of type ImmutableOutputInfo

Modifier and Type	Method	Description
static <T extends Output<T>> ImmutableDataset<T>	ImmutableDataset.copyDataset(Dataset<T> dataset, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo)	Creates an immutable deep copy of the supplied dataset, using a different feature and output map.
static <T extends Output<T>> ImmutableDataset<T>	ImmutableDataset.copyDataset(Dataset<T> dataset, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, Merger merger)	Creates an immutable deep copy of the supplied dataset.
default boolean	ImmutableOutputInfo.domainAndIDEquals(ImmutableOutputInfo<T> other)	Checks if the domain is the same as the other output info's domain, and that each element is mapped to the same id number.

Constructors in org.tribuo with parameters of type ImmutableOutputInfo

Modifier	Constructor	Description
	ImmutableDataset(Iterable<Example<T>> dataSource, DataProvenance description, OutputFactory<T> outputFactory, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, boolean dropInvalidExamples)	Creates a dataset from a data source.
protected	ImmutableDataset(DataProvenance provenance, OutputFactory<T> factory, String tribuoVersion, ImmutableFeatureMap fmap, ImmutableOutputInfo<T> outputInfo, List<Example<T>> examples, boolean dropInvalidExamples)	Deserialization constructor.
protected	ImmutableDataset(DataProvenance description, OutputFactory<T> outputFactory, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo)	This is dangerous, and should not be used unless you've overridden everything in ImmutableDataset.
protected	Model(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, boolean generatesProbabilities)	Constructs a new model, storing the supplied fields.
	SparseModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, boolean generatesProbabilities, Map<String, List<String>> activeFeatures)	Constructs a sparse model from the supplied arguments.

Uses of ImmutableOutputInfo in org.tribuo.dataset

Methods in org.tribuo.dataset that return ImmutableOutputInfo

Modifier and Type	Method	Description
ImmutableOutputInfo<T>	DatasetView.getOutputInfo()

Methods in org.tribuo.dataset with parameters of type ImmutableOutputInfo

Modifier and Type	Method	Description
static <T extends Output<T>> DatasetView<T>	DatasetView.createBootstrapView(Dataset<T> dataset, int size, long seed, ImmutableFeatureMap featureIDs, ImmutableOutputInfo<T> outputIDs)	Generates a DatasetView bootstrapped from the supplied Dataset.
static <T extends Output<T>> DatasetView<T>	DatasetView.createWeightedBootstrapView(Dataset<T> dataset, int size, long seed, float[] exampleWeights, ImmutableFeatureMap featureIDs, ImmutableOutputInfo<T> outputIDs)	Generates a DatasetView bootstrapped from the supplied Dataset using the supplied example weights.

Constructors in org.tribuo.dataset with parameters of type ImmutableOutputInfo

Modifier	Constructor	Description
	DatasetView(Dataset<T> dataset, int[] exampleIndices, ImmutableFeatureMap featureIDs, ImmutableOutputInfo<T> labelIDs, String tag)	Creates a DatasetView which includes the supplied indices from the dataset.

Uses of ImmutableOutputInfo in org.tribuo.ensemble

Methods in org.tribuo.ensemble with parameters of type ImmutableOutputInfo

Modifier and Type	Method	Description
Prediction<T>	EnsembleCombiner.combine(ImmutableOutputInfo<T> outputInfo, List<Prediction<T>> predictions)	Combine the predictions.
Prediction<T>	EnsembleCombiner.combine(ImmutableOutputInfo<T> outputInfo, List<Prediction<T>> predictions, float[] weights)	Combine the supplied predictions.
protected Model<T>	BaggingTrainer.trainSingleModel(Dataset<T> examples, ImmutableFeatureMap featureIDs, ImmutableOutputInfo<T> labelIDs, int randInt, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> runProvenance, int invocationCount)	Trains a single model.

Constructors in org.tribuo.ensemble with parameters of type ImmutableOutputInfo

Modifier	Constructor	Description
protected	EnsembleModel(String name, EnsembleModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, List<Model<T>> newModels)	Builds an EnsembleModel from the supplied model list.
	WeightedEnsembleModel(String name, EnsembleModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, List<Model<T>> newModels, EnsembleCombiner<T> combiner)	Unless you are implementing a Trainer you should not use this constructor directly.
	WeightedEnsembleModel(String name, EnsembleModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, List<Model<T>> newModels, EnsembleCombiner<T> combiner, float[] weights)	Unless you are implementing a Trainer you should not use this constructor directly.

Uses of ImmutableOutputInfo in org.tribuo.impl

Methods in org.tribuo.impl that return ImmutableOutputInfo

Modifier and Type	Method	Description
ImmutableOutputInfo<T>	ModelDataCarrier.outputDomain()	The output domain.

Constructors in org.tribuo.impl with parameters of type ImmutableOutputInfo

Modifier	Constructor	Description
	IndexedArrayExample(Example<T> other, ImmutableFeatureMap featureMap, ImmutableOutputInfo<T> outputMap)	This constructor removes unknown features.
	ModelDataCarrier(String name, ModelProvenance provenance, ImmutableFeatureMap featureDomain, ImmutableOutputInfo<T> outputDomain, boolean generatesProbabilities, String tribuoVersion)	Constructs a new ModelDataCarrier.

Uses of ImmutableOutputInfo in org.tribuo.sequence

Fields in org.tribuo.sequence declared as ImmutableOutputInfo

Modifier and Type	Field	Description
protected ImmutableOutputInfo<T>	ImmutableSequenceDataset.outputIDInfo	A map from labels to IDs for the labels found in this dataset.
protected final ImmutableOutputInfo<T>	SequenceModel.outputIDMap	The output domain.

Methods in org.tribuo.sequence that return ImmutableOutputInfo

Modifier and Type	Method	Description
ImmutableOutputInfo<T>	ImmutableSequenceDataset.getOutputIDInfo()
ImmutableOutputInfo<T>	MutableSequenceDataset.getOutputIDInfo()
abstract ImmutableOutputInfo<T>	SequenceDataset.getOutputIDInfo()	An immutable view on the output info in this dataset.
ImmutableOutputInfo<T>	SequenceModel.getOutputIDInfo()	Gets the output domain.
ImmutableOutputInfo<T>	ImmutableSequenceDataset.getOutputInfo()

Methods in org.tribuo.sequence with parameters of type ImmutableOutputInfo

Modifier and Type	Method	Description
static <T extends Output<T>> ImmutableSequenceDataset<T>	ImmutableSequenceDataset.copyDataset(SequenceDataset<T> dataset, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo)	Creates an immutable deep copy of the supplied dataset, using a different feature and output map.
static <T extends Output<T>> ImmutableSequenceDataset<T>	ImmutableSequenceDataset.copyDataset(SequenceDataset<T> dataset, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, Merger merger)	Creates an immutable deep copy of the supplied dataset.

Constructors in org.tribuo.sequence with parameters of type ImmutableOutputInfo

Modifier	Constructor	Description
	ImmutableSequenceDataset(Iterable<SequenceExample<T>> dataSource, DataProvenance sourceProvenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, OutputFactory<T> outputFactory)	Creates a dataset from a data source.
protected	ImmutableSequenceDataset(DataProvenance sourceProvenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo)	This is dangerous, and should not be used unless you've overridden everything in ImmutableSequenceDataset.
protected	ImmutableSequenceDataset(DataProvenance provenance, OutputFactory<T> factory, String tribuoVersion, ImmutableFeatureMap fmap, ImmutableOutputInfo<T> outputInfo, List<SequenceExample<T>> examples)	Deserialization constructor.
	SequenceModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDMap)	Builds a SequenceModel.