Uses of Package
org.tribuo.classification

Packages that use org.tribuo.classification

Package	Description
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.
org.tribuo.classification.baseline	Provides simple baseline multiclass classifiers.
org.tribuo.classification.dtree	Provides implementations of decision trees for classification problems.
org.tribuo.classification.dtree.impl	Provides internal implementation classes for classification decision trees.
org.tribuo.classification.ensemble	Provides majority vote ensemble combiners for classification along with an implementation of multiclass Adaboost.
org.tribuo.classification.evaluation	Evaluation classes for multi-class classification.
org.tribuo.classification.example	Provides a multiclass data generator used for testing implementations, along with several synthetic data generators for 2d binary classification problems to be used in demos or tutorials.
org.tribuo.classification.experiments	Provides a set of main methods for interacting with classification tasks.
org.tribuo.classification.explanations	Provides core infrastructure for local model based explanations.
org.tribuo.classification.explanations.lime	Provides an implementation of LIME (Locally Interpretable Model Explanations).
org.tribuo.classification.fs	Information theoretic feature selection algorithms.
org.tribuo.classification.liblinear	Provides an interface to LibLinear-java for classification problems.
org.tribuo.classification.libsvm	Provides an interface to LibSVM for classification problems.
org.tribuo.classification.mnb	Provides an implementation of multinomial naive bayes (i.e., naive bayes for non-negative count data).
org.tribuo.classification.sequence	Provides infrastructure for SequenceModels which emit Labels at each step of the sequence.
org.tribuo.classification.sequence.example	Provides a classification sequence data generator for smoke testing implementations.
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.fm	Provides an implementation of a classification factorization machine using Stochastic Gradient Descent.
org.tribuo.classification.sgd.kernel	Provides a SGD implementation of a Kernel SVM using the Pegasos algorithm.
org.tribuo.classification.sgd.linear	Provides an implementation of a classification linear model using Stochastic Gradient Descent.
org.tribuo.classification.xgboost	Provides an interface to XGBoost for classification problems.
org.tribuo.common.nearest	Provides a K-Nearest Neighbours implementation which works across all Tribuo Output types.
org.tribuo.interop.oci	Code for uploading models to Oracle Cloud Infrastructure Data Science, and also for scoring models deployed in Oracle Cloud Infrastructure Data Science.
org.tribuo.interop.onnx	This package contains a Tribuo wrapper around ONNX Runtime.
org.tribuo.interop.tensorflow	Provides an interface to TensorFlow, allowing the training of non-sequential models using any supported Tribuo output type.
org.tribuo.multilabel	Provides classes and infrastructure for working with multi-label classification problems.
org.tribuo.multilabel.baseline	Provides implementations of binary relevance based multi-label classification algorithms.
org.tribuo.multilabel.ensemble	Provides a multi-label ensemble combiner that performs a (possibly weighted) majority vote among each label independently, along with an implementation of classifier chain ensembles.

Classes in org.tribuo.classification used by org.tribuo.classification

Class	Description
Classifiable	A tag interface for multi-class and multi-label classification tasks.
ImmutableLabelInfo	An ImmutableOutputInfo object for Labels.
Label	An immutable multi-class classification label.
LabelFactory	A factory for making Label related classes.
LabelInfo	The base class for information about multi-class classification Labels.
MutableLabelInfo	A mutable LabelInfo.

Classes in org.tribuo.classification used by org.tribuo.classification.baseline

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.dtree

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.dtree.impl

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.ensemble

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.evaluation

Class	Description
Classifiable	A tag interface for multi-class and multi-label classification tasks.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.example

Class	Description
Label	An immutable multi-class classification label.
LabelFactory	A factory for making Label related classes.

Classes in org.tribuo.classification used by org.tribuo.classification.experiments

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.explanations

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.explanations.lime

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.fs

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.liblinear

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.
WeightedLabels	Tag interface denoting the Trainer can use label weights.

Classes in org.tribuo.classification used by org.tribuo.classification.libsvm

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.
WeightedLabels	Tag interface denoting the Trainer can use label weights.

Classes in org.tribuo.classification used by org.tribuo.classification.mnb

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sequence

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sequence.example

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sequence.viterbi

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sgd.crf

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sgd.fm

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sgd.kernel

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.sgd.linear

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.classification.xgboost

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.common.nearest

Class	Description
ClassificationOptions	An Options that can produce a classification Trainer based on the provided arguments.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.interop.oci

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.interop.onnx

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.interop.tensorflow

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.multilabel

Class	Description
Classifiable	A tag interface for multi-class and multi-label classification tasks.
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.multilabel.baseline

Class	Description
Label	An immutable multi-class classification label.

Classes in org.tribuo.classification used by org.tribuo.multilabel.ensemble

Class	Description
Label	An immutable multi-class classification label.