Package org.tribuo.classification.sequence

package org.tribuo.classification.sequence

Provides infrastructure for SequenceModels which emit Labels at each step of the sequence.

Related Packages

Package	Description
org.tribuo.classification	Provides classes and infrastructure for multiclass classification problems.
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.

Classes

Class	Description
ConfidencePredictingSequenceModel	A Sequence model which can provide confidence predictions for subsequence predictions.
ConfidencePredictingSequenceModel.Subsequence	A range class used to define a subsequence of a SequenceExample.
LabelSequenceEvaluation	A class that can be used to evaluate a sequence label classification model element wise on a given set of data.
LabelSequenceEvaluator	A sequence evaluator for labels.
SeqTrainTest	Build and run a sequence classifier on a generated or serialized dataset using the trainer specified in the configuration file.
SeqTrainTest.SeqTrainTestOptions	Command line options.