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.
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.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.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.onnx	This package contains a Tribuo wrapper around the 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 an implementation of independent multi-label classification that wraps a Label Trainer and uses it to make independent predictions of each label.

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

Class and 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.
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 and Description
Label An immutable multi-class classification label.

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

Class and 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 and Description
Label An immutable multi-class classification label.

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

Class and Description
Label An immutable multi-class classification label.

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

Class and 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 and Description
Label An immutable multi-class classification label.

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

Class and 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 and Description
Label An immutable multi-class classification label.

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

Class and Description
Label An immutable multi-class classification label.

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

Class and 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 and 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 and 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 and Description
Label An immutable multi-class classification label.

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

Class and Description
Label An immutable multi-class classification label.

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

Class and Description
Label An immutable multi-class classification label.

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

Class and Description
Label An immutable multi-class classification label.

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

Class and 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 and 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 and 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 and 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.onnx

Class and Description
Label An immutable multi-class classification label.

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

Class and Description
Label An immutable multi-class classification label.

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

Class and 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 and Description
Label An immutable multi-class classification label.