Uses of Interface
org.tribuo.provenance.TrainerProvenance

Packages that use TrainerProvenance

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
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.hash	Provides the base interface and implementations of the Model hashing which obscures the feature names stored in a model.
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 TrainerProvenance in org.tribuo

Subinterfaces with type arguments of type TrainerProvenance in org.tribuo

Modifier and Type	Interface	Description
interface	Trainer<T extends Output<T>>	An interface for things that can train predictive models.

Uses of TrainerProvenance in org.tribuo.ensemble

Methods in org.tribuo.ensemble that return TrainerProvenance

Modifier and Type	Method	Description
TrainerProvenance	BaggingTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.hash

Methods in org.tribuo.hash that return TrainerProvenance

Modifier and Type	Method	Description
TrainerProvenance	HashingTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.provenance

Classes in org.tribuo.provenance that implement TrainerProvenance

Modifier and Type	Class	Description
class	SkeletalTrainerProvenance	The skeleton of a TrainerProvenance that extracts the configured parameters.

Fields in org.tribuo.provenance declared as TrainerProvenance

Modifier and Type	Field	Description
protected final TrainerProvenance	ModelProvenance.trainerProvenance	Provenance of the trainer which created this model.

Methods in org.tribuo.provenance that return TrainerProvenance

Modifier and Type	Method	Description
TrainerProvenance	ModelProvenance.getTrainerProvenance()	The trainer provenance.

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

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.
	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 TrainerProvenance in org.tribuo.provenance.impl

Classes in org.tribuo.provenance.impl that implement TrainerProvenance

Modifier and Type	Class	Description
final class	EmptyTrainerProvenance	An empty TrainerProvenance, should not be used except by the provenance removal system.
final class	TimestampedTrainerProvenance	A TrainerProvenance with a timestamp, used when there was no trainer involved in model construction (e.g., creating an EnsembleModel from existing models).
final class	TrainerProvenanceImpl	An implementation of TrainerProvenance that delegates everything to SkeletalTrainerProvenance.

Uses of TrainerProvenance in org.tribuo.sequence

Classes in org.tribuo.sequence that implement TrainerProvenance

Modifier and Type	Class	Description
static class	HashingSequenceTrainer.HashingSequenceTrainerProvenance	Provenance for HashingSequenceTrainer.

Subinterfaces with type arguments of type TrainerProvenance in org.tribuo.sequence

Modifier and Type	Interface	Description
interface	SequenceTrainer<T extends Output<T>>	An interface for things that can train sequence prediction models.

Methods in org.tribuo.sequence that return TrainerProvenance

Modifier and Type	Method	Description
TrainerProvenance	HashingSequenceTrainer.getProvenance()
TrainerProvenance	IndependentSequenceTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.transform

Methods in org.tribuo.transform that return TrainerProvenance

Modifier and Type	Method	Description
TrainerProvenance	TransformTrainer.getProvenance()