Uses of Class
org.tribuo.provenance.ModelProvenance

Packages that use ModelProvenance

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.impl	Provides implementations of base classes and interfaces from org.tribuo.
org.tribuo.provenance	Provides Tribuo specific infrastructure for the Provenance system which tracks models and datasets.
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 ModelProvenance in org.tribuo

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

Modifier and Type	Class	Description
class	Model<T extends Output<T>>	A prediction model, which is used to predict outputs for unseen instances.

Fields in org.tribuo declared as ModelProvenance

Modifier and Type	Field	Description
protected final ModelProvenance	Model.provenance	The model provenance.

Methods in org.tribuo with type parameters of type ModelProvenance

Modifier and Type	Method	Description
static <M extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<ModelProvenance>> ai.onnx.proto.OnnxMl.ModelProto	ONNXExportable.buildModel(ONNXContext onnxContext, String domain, long modelVersion, M model)	Creates an ONNX model protobuf for the supplied context.

Methods in org.tribuo that return ModelProvenance

Modifier and Type	Method	Description
ModelProvenance	Model.getProvenance()

Methods in org.tribuo with parameters of type ModelProvenance

Modifier and Type	Method	Description
protected abstract Model<T>	Model.copy(String newName, ModelProvenance newProvenance)	Copies a model, replacing its provenance and name with the supplied values.
default String	ONNXExportable.serializeProvenance(ModelProvenance provenance)	Serializes the model provenance to a String.

Constructors in org.tribuo with parameters of type ModelProvenance

Modifier	Constructor	Description
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 ModelProvenance in org.tribuo.ensemble

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

Modifier and Type	Method	Description
protected Model<T>	EnsembleModel.copy(String name, ModelProvenance newProvenance)

Uses of ModelProvenance in org.tribuo.impl

Methods in org.tribuo.impl that return ModelProvenance

Modifier and Type	Method	Description
ModelProvenance	ModelDataCarrier.provenance()	The model provenance.

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

Modifier	Constructor	Description
	ModelDataCarrier(String name, ModelProvenance provenance, ImmutableFeatureMap featureDomain, ImmutableOutputInfo<T> outputDomain, boolean generatesProbabilities, String tribuoVersion)	Constructs a new ModelDataCarrier.

Uses of ModelProvenance in org.tribuo.provenance

Subclasses of ModelProvenance in org.tribuo.provenance

Modifier and Type	Class	Description
class	EnsembleModelProvenance	Model provenance for ensemble models.

Methods in org.tribuo.provenance that return ModelProvenance

Modifier and Type	Method	Description
ModelProvenance	EvaluationProvenance.getModelProvenance()	The model provenance.

Methods in org.tribuo.provenance that return types with arguments of type ModelProvenance

Modifier and Type	Method	Description
com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance>	EnsembleModelProvenance.getMemberProvenance()	Get the provenances for each ensemble member.

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

Modifier	Constructor	Description
	EvaluationProvenance(ModelProvenance modelProvenance, DataProvenance datasetProvenance)	Constructs an evaluation provenance from the supplied provenances.

Constructor parameters in org.tribuo.provenance with type arguments of type ModelProvenance

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.

Uses of ModelProvenance in org.tribuo.sequence

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

Modifier and Type	Class	Description
class	SequenceModel<T extends Output<T>>	A prediction model, which is used to predict outputs for unseen instances.

Methods in org.tribuo.sequence that return ModelProvenance

Modifier and Type	Method	Description
ModelProvenance	SequenceModel.getProvenance()

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

Modifier	Constructor	Description
	SequenceModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDMap)	Builds a SequenceModel.

Uses of ModelProvenance in org.tribuo.transform

Methods in org.tribuo.transform with parameters of type ModelProvenance

Modifier and Type	Method	Description
protected TransformedModel<T>	TransformedModel.copy(String name, ModelProvenance newProvenance)