Uses of Interface
org.tribuo.provenance.TrainerProvenance

Packages that use TrainerProvenance

Package	Description
org.tribuo.classification.baseline	Provides simple baseline multiclass classifiers.
org.tribuo.classification.dtree	Provides implementations of decision trees for classification problems.
org.tribuo.classification.ensemble	Provides majority vote ensemble combiners for classification along with an implementation of multiclass Adaboost.
org.tribuo.classification.mnb	Provides an implementation of multinomial naive bayes (i.e., naive bayes for non-negative count data).
org.tribuo.classification.sequence.viterbi	Provides an implementation of Viterbi for generating structured outputs, which can sit on top of any Label based classification model.
org.tribuo.classification.sgd.crf	Provides an implementation of a linear chain CRF trained using Stochastic Gradient Descent.
org.tribuo.classification.sgd.kernel	Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.
org.tribuo.classification.xgboost	Provides an interface to XGBoost for classification problems.
org.tribuo.clustering.kmeans	Provides a multithreaded implementation of K-Means, with a configurable distance function.
org.tribuo.common.liblinear	Provides base classes for using liblinear from Tribuo.
org.tribuo.common.libsvm	The base interface to LibSVM.
org.tribuo.common.nearest	Provides a K-Nearest Neighbours implementation which works across all Tribuo Output types.
org.tribuo.common.sgd	Provides the base classes for models trained with stochastic gradient descent.
org.tribuo.common.tree	Provides common functionality for building decision trees, irrespective of the predicted Output.
org.tribuo.common.xgboost	Provides abstract classes for interfacing with XGBoost abstracting away all the Output dependent parts.
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.interop	This package contains the abstract implementation of an external model trained by something outside of Tribuo.
org.tribuo.interop.tensorflow	Provides an interface to TensorFlow, allowing the training of non-sequential models using any supported Tribuo output type.
org.tribuo.interop.tensorflow.sequence	Provides an interface for working with TensorFlow sequence models, using Tribuo's SequenceModel abstraction.
org.tribuo.multilabel.baseline	Provides an implementation of independent multi-label classification that wraps a Label Trainer and uses it to make independent predictions of each label.
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.regression.baseline	Provides simple baseline regression predictors.
org.tribuo.regression.rtree	Provides an implementation of decision trees for regression problems.
org.tribuo.regression.slm	Provides implementations of sparse linear regression using various forms of regularisation penalty.
org.tribuo.regression.xgboost	Provides an interface to XGBoost for regression problems.
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.classification.baseline

Methods in org.tribuo.classification.baseline that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	DummyClassifierTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.dtree

Methods in org.tribuo.classification.dtree that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	CARTClassificationTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.ensemble

Methods in org.tribuo.classification.ensemble that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	AdaBoostTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.mnb

Methods in org.tribuo.classification.mnb that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	MultinomialNaiveBayesTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.sequence.viterbi

Methods in org.tribuo.classification.sequence.viterbi that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	ViterbiTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.sgd.crf

Methods in org.tribuo.classification.sgd.crf that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	CRFTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.sgd.kernel

Methods in org.tribuo.classification.sgd.kernel that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	KernelSVMTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.classification.xgboost

Methods in org.tribuo.classification.xgboost that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	XGBoostClassificationTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.clustering.kmeans

Methods in org.tribuo.clustering.kmeans that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	KMeansTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.common.liblinear

Methods in org.tribuo.common.liblinear that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	LibLinearTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.common.libsvm

Methods in org.tribuo.common.libsvm that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	LibSVMTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.common.nearest

Methods in org.tribuo.common.nearest that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	KNNTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.common.sgd

Methods in org.tribuo.common.sgd that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	AbstractSGDTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.common.tree

Classes in org.tribuo.common.tree that implement TrainerProvenance

Modifier and Type	Class and Description
protected static class	AbstractCARTTrainer.AbstractCARTTrainerProvenance Deprecated.

Uses of TrainerProvenance in org.tribuo.common.xgboost

Classes in org.tribuo.common.xgboost that implement TrainerProvenance

Modifier and Type	Class and Description
protected static class	XGBoostTrainer.XGBoostTrainerProvenance Deprecated.

Uses of TrainerProvenance in org.tribuo.ensemble

Methods in org.tribuo.ensemble that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	BaggingTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.hash

Methods in org.tribuo.hash that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	HashingTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.interop

Classes in org.tribuo.interop that implement TrainerProvenance

Modifier and Type	Class and Description
class	ExternalTrainerProvenance A dummy provenance for a model trained outside Tribuo.

Uses of TrainerProvenance in org.tribuo.interop.tensorflow

Classes in org.tribuo.interop.tensorflow that implement TrainerProvenance

Modifier and Type	Class and Description
static class	TensorFlowTrainer.TensorFlowTrainerProvenance

Methods in org.tribuo.interop.tensorflow that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	TensorFlowTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.interop.tensorflow.sequence

Classes in org.tribuo.interop.tensorflow.sequence that implement TrainerProvenance

Modifier and Type	Class and Description
static class	TensorFlowSequenceTrainer.TensorFlowSequenceTrainerProvenance

Methods in org.tribuo.interop.tensorflow.sequence that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	TensorFlowSequenceTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.multilabel.baseline

Methods in org.tribuo.multilabel.baseline that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	IndependentMultiLabelTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.provenance

Classes in org.tribuo.provenance that implement TrainerProvenance

Modifier and Type	Class and 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 and Description
protected TrainerProvenance	ModelProvenance.trainerProvenance

Methods in org.tribuo.provenance that return TrainerProvenance

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

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

Constructor and 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 and Description
class	EmptyTrainerProvenance An empty TrainerProvenance, should not be used except by the provenance removal system.
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).
class	TrainerProvenanceImpl An implementation of TrainerProvenance that delegates everything to SkeletalTrainerProvenance.

Uses of TrainerProvenance in org.tribuo.regression.baseline

Classes in org.tribuo.regression.baseline that implement TrainerProvenance

Modifier and Type	Class and Description
static class	DummyRegressionTrainer.DummyRegressionTrainerProvenance Deprecated.

Methods in org.tribuo.regression.baseline that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	DummyRegressionTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.regression.rtree

Methods in org.tribuo.regression.rtree that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	CARTRegressionTrainer.getProvenance()
TrainerProvenance	CARTJointRegressionTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.regression.slm

Methods in org.tribuo.regression.slm that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	SLMTrainer.getProvenance()
TrainerProvenance	ElasticNetCDTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.regression.xgboost

Methods in org.tribuo.regression.xgboost that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	XGBoostRegressionTrainer.getProvenance()

Uses of TrainerProvenance in org.tribuo.sequence

Classes in org.tribuo.sequence that implement TrainerProvenance

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

Methods in org.tribuo.sequence that return TrainerProvenance

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

Uses of TrainerProvenance in org.tribuo.transform

Methods in org.tribuo.transform that return TrainerProvenance

Modifier and Type	Method and Description
TrainerProvenance	TransformTrainer.getProvenance()