Uses of Package
org.tribuo.sequence
Packages that use org.tribuo.sequence
Package
Description
This package contains the infrastructure classes for building evaluation metrics.
Provides Tribuo specific infrastructure for the
Provenance system which
tracks models and datasets.Provides internal implementations for empty provenance classes and TrainerProvenance.
Provides core classes for working with sequences of
Examples.-
Classes in org.tribuo.sequence used by org.tribuo.evaluation.metricsClassDescriptionA prediction model, which is used to predict outputs for unseen instances.
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Classes in org.tribuo.sequence used by org.tribuo.provenanceClassDescriptionA class for sets of data, which are used to train and evaluate classifiers.An interface for things that can train sequence prediction models.
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Classes in org.tribuo.sequence used by org.tribuo.provenance.implClassDescriptionAn interface for things that can train sequence prediction models.
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Classes in org.tribuo.sequence used by org.tribuo.sequenceClassDescriptionThis is a
SequenceDatasetwhich has anImmutableFeatureMapto store the feature information.A SequenceModel which independently predicts each element of the sequence.This class creates a pruned dataset in which low frequency features that occur less than the provided minimum cardinality have been removed.A MutableSequenceDataset is aSequenceDatasetwith aMutableFeatureMapwhich grows over time.A class for sets of data, which are used to train and evaluate classifiers.A interface for things that can be given to a SequenceDataset's constructor.An immutable evaluation of a specific sequence model and dataset.An evaluation factory which produces immutableSequenceEvaluations of a givenSequenceDatasetusing the givenSequenceModel.A sequence of examples, used for sequence classification.A prediction model, which is used to predict outputs for unseen instances.An interface for things that can train sequence prediction models.