Uses of Class
org.tribuo.provenance.DatasetProvenance

Packages that use DatasetProvenance

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.provenance	Provides Tribuo specific infrastructure for the Provenance system which tracks models and datasets.
org.tribuo.provenance.impl	Provides internal implementations for empty provenance classes and TrainerProvenance.
org.tribuo.sequence	Provides core classes for working with sequences of Examples.
org.tribuo.transform	Provides infrastructure for applying transformations to a Dataset.

Uses of DatasetProvenance in org.tribuo

Classes in org.tribuo that implement interfaces with type arguments of type DatasetProvenance

Modifier and Type	Class	Description
class	Dataset<T extends Output<T>>	A class for sets of data, which are used to train and evaluate classifiers.

Methods in org.tribuo that return DatasetProvenance

Modifier and Type	Method	Description
DatasetProvenance	ImmutableDataset.getProvenance()
DatasetProvenance	MutableDataset.getProvenance()

Uses of DatasetProvenance in org.tribuo.dataset

Subclasses of DatasetProvenance in org.tribuo.dataset

Modifier and Type	Class	Description
static final class	DatasetView.DatasetViewProvenance	Provenance for the DatasetView.
static class	MinimumCardinalityDataset.MinimumCardinalityDatasetProvenance	Provenance for MinimumCardinalityDataset.
static final class	SelectedFeatureDataset.SelectedFeatureDatasetProvenance	Provenance for SelectedFeatureDataset.

Methods in org.tribuo.dataset that return DatasetProvenance

Modifier and Type	Method	Description
DatasetProvenance	MinimumCardinalityDataset.getProvenance()
DatasetProvenance	SelectedFeatureDataset.getProvenance()

Uses of DatasetProvenance in org.tribuo.provenance

Fields in org.tribuo.provenance declared as DatasetProvenance

Modifier and Type	Field	Description
protected final DatasetProvenance	ModelProvenance.datasetProvenance	The dataset provenance.

Methods in org.tribuo.provenance that return DatasetProvenance

Modifier and Type	Method	Description
DatasetProvenance	FeatureSetProvenance.getDatasetProvenance()	The training dataset provenance.
DatasetProvenance	ModelProvenance.getDatasetProvenance()	The training dataset provenance.

Constructors in org.tribuo.provenance with parameters of type DatasetProvenance

Modifier	Constructor	Description
	EnsembleModelProvenance(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance)	Creates a provenance for an ensemble model tracking the class name, creation time, dataset provenance and trainer provenance along with the individual model provenances for each ensemble member.
	EnsembleModelProvenance(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance, boolean trackSystem, com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance)	Creates a provenance for an ensemble model tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance along with the individual model provenances for each ensemble member.
	EnsembleModelProvenance(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance, com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance)	Creates a provenance for an ensemble model tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance along with the individual model provenances for each ensemble member.
	FeatureSetProvenance(String className, DatasetProvenance datasetProvenance, FeatureSelectorProvenance fsProvenance)	Creates a feature set provenance tracking the dataset provenance and feature selector provenance.
	ModelProvenance(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance)	Creates a model provenance tracking the class name, creation time, dataset provenance and trainer provenance.
	ModelProvenance(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance)	Creates a model provenance tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance.
	ModelProvenance(String className, OffsetDateTime time, DatasetProvenance datasetProvenance, TrainerProvenance trainerProvenance, Map<String, com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance, boolean trackSystem)	Creates a model provenance tracking the class name, creation time, dataset provenance, trainer provenance and any instance specific provenance.

Uses of DatasetProvenance in org.tribuo.provenance.impl

Subclasses of DatasetProvenance in org.tribuo.provenance.impl

Modifier and Type	Class	Description
final class	EmptyDatasetProvenance	An empty DatasetProvenance, should not be used except by the provenance removal system.

Uses of DatasetProvenance in org.tribuo.sequence

Subclasses of DatasetProvenance in org.tribuo.sequence

Modifier and Type	Class	Description
static class	MinimumCardinalitySequenceDataset.MinimumCardinalitySequenceDatasetProvenance	Provenance for MinimumCardinalitySequenceDataset.

Classes in org.tribuo.sequence that implement interfaces with type arguments of type DatasetProvenance

Modifier and Type	Class	Description
class	SequenceDataset<T extends Output<T>>	A class for sets of data, which are used to train and evaluate classifiers.

Methods in org.tribuo.sequence that return DatasetProvenance

Modifier and Type	Method	Description
DatasetProvenance	ImmutableSequenceDataset.getProvenance()
DatasetProvenance	MinimumCardinalitySequenceDataset.getProvenance()
DatasetProvenance	MutableSequenceDataset.getProvenance()

Uses of DatasetProvenance in org.tribuo.transform

Constructors in org.tribuo.transform with parameters of type DatasetProvenance

Modifier	Constructor	Description
	TransformerMap(Map<String, List<Transformer>> map, DatasetProvenance datasetProvenance, com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance transformationMapProvenance)	Constructs a transformer map which encapsulates a set of transformers that can be applied to features.