Uses of Interface
opennlp.tools.ml.model.MaxentModel
Packages that use MaxentModel
Package
Description
Package related to finding non-recursive syntactic annotation such as noun phrase chunks.
Package for classifying a document into a category.
Package related to predicting languages from samples of text.
Package related to the lemmatizer functionality.
Package related to Machine Learning (ML) features of OpenNLP, the related ML models, and trainers.
Package related to ML by means of the Maximum Entropy (ME) algorithm.
Package related to ML by means of the Quasi Newton (QN) algorithm.
Package related to ML models and feature selection techniques.
Package related to ML by means of the Naive Bayes algorithm.
Package related to ML by means of the perceptron algorithm.
Package related to finding proper names and numeric amounts.
Package containing common code for performing full syntactic parsing.
Package related to part-of-speech tagging.
Package related to identifying sentence boundaries.
Contains classes related to finding token or words in a string.
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Uses of MaxentModel in opennlp.tools.chunker
Constructors in opennlp.tools.chunker with parameters of type MaxentModelModifierConstructorDescriptionChunkerModel
(String languageCode, MaxentModel chunkerModel, int beamSize, Map<String, String> manifestInfoEntries, ChunkerFactory factory) Initializes aChunkerModel
instance via given parameters.ChunkerModel
(String languageCode, MaxentModel chunkerModel, Map<String, String> manifestInfoEntries, ChunkerFactory factory) Initializes aChunkerModel
instance via given parameters.ChunkerModel
(String languageCode, MaxentModel chunkerModel, ChunkerFactory factory) Initializes aChunkerModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.doccat
Methods in opennlp.tools.doccat that return MaxentModelConstructors in opennlp.tools.doccat with parameters of type MaxentModelModifierConstructorDescriptionDoccatModel
(String languageCode, MaxentModel doccatModel, Map<String, String> manifestInfoEntries, DoccatFactory factory) Initializes aDoccatModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.langdetect
Methods in opennlp.tools.langdetect that return MaxentModelConstructors in opennlp.tools.langdetect with parameters of type MaxentModelModifierConstructorDescriptionLanguageDetectorModel
(MaxentModel langdetectModel, Map<String, String> manifestInfoEntries, LanguageDetectorFactory factory) Initializes aLanguageDetectorModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.lemmatizer
Constructors in opennlp.tools.lemmatizer with parameters of type MaxentModelModifierConstructorDescriptionLemmatizerModel
(String languageCode, MaxentModel lemmatizerModel, int beamSize, Map<String, String> manifestInfoEntries, LemmatizerFactory factory) Initializes aLemmatizerModel
instance via given parameters.LemmatizerModel
(String languageCode, MaxentModel lemmatizerModel, Map<String, String> manifestInfoEntries, LemmatizerFactory factory) Initializes aLemmatizerModel
instance via given parameters.LemmatizerModel
(String languageCode, MaxentModel lemmatizerModel, LemmatizerFactory factory) Initializes aLemmatizerModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.ml
Fields in opennlp.tools.ml declared as MaxentModelMethods in opennlp.tools.ml that return MaxentModelModifier and TypeMethodDescriptionabstract MaxentModel
AbstractEventModelSequenceTrainer.doTrain
(SequenceStream<Event> events) abstract MaxentModel
AbstractEventTrainer.doTrain
(DataIndexer indexer) final MaxentModel
AbstractEventModelSequenceTrainer.train
(SequenceStream<Event> events) final MaxentModel
AbstractEventTrainer.train
(DataIndexer indexer) final MaxentModel
AbstractEventTrainer.train
(ObjectStream<Event> events) EventModelSequenceTrainer.train
(SequenceStream<T> events) Trains aMaxentModel
for givenevents
.EventTrainer.train
(DataIndexer indexer) Trains aMaxentModel
for givenevents
.EventTrainer.train
(ObjectStream<Event> events) Trains aMaxentModel
for givenevents
.Constructors in opennlp.tools.ml with parameters of type MaxentModelModifierConstructorDescriptionBeamSearch
(int size, MaxentModel model) Initializes aBeamSearch
instance.BeamSearch
(int size, MaxentModel model, int cacheSize) Initializes aBeamSearch
instance. -
Uses of MaxentModel in opennlp.tools.ml.maxent
Classes in opennlp.tools.ml.maxent that implement MaxentModelModifier and TypeClassDescriptionfinal class
A maximum entropy model which has been trained using the Generalized Iterative Scaling (GIS) procedure.Methods in opennlp.tools.ml.maxent that return MaxentModel -
Uses of MaxentModel in opennlp.tools.ml.maxent.quasinewton
Classes in opennlp.tools.ml.maxent.quasinewton that implement MaxentModelModifier and TypeClassDescriptionclass
Amaximum entropy model
which has been trained via the L-BFGS algorithm , which belongs to the group of Quasi Newton (QN) algorithms. -
Uses of MaxentModel in opennlp.tools.ml.model
Classes in opennlp.tools.ml.model that implement MaxentModel -
Uses of MaxentModel in opennlp.tools.ml.naivebayes
Classes in opennlp.tools.ml.naivebayes that implement MaxentModelModifier and TypeClassDescriptionclass
AMaxentModel
implementation of the multinomial Naive Bayes classifier model. -
Uses of MaxentModel in opennlp.tools.ml.perceptron
Classes in opennlp.tools.ml.perceptron that implement MaxentModelModifier and TypeClassDescriptionclass
Amodel
implementation based one the perceptron algorithm. -
Uses of MaxentModel in opennlp.tools.namefind
Constructors in opennlp.tools.namefind with parameters of type MaxentModelModifierConstructorDescriptionTokenNameFinderModel
(String languageCode, MaxentModel nameFinderModel, byte[] generatorDescriptor, Map<String, Object> resources, Map<String, String> manifestInfoEntries) Initializes aTokenNameFinderModel
instance via given parameters.TokenNameFinderModel
(String languageCode, MaxentModel nameFinderModel, int beamSize, byte[] generatorDescriptor, Map<String, Object> resources, Map<String, String> manifestInfoEntries) Initializes aTokenNameFinderModel
instance via given parameters.TokenNameFinderModel
(String languageCode, MaxentModel nameFinderModel, int beamSize, byte[] generatorDescriptor, Map<String, Object> resources, Map<String, String> manifestInfoEntries, SequenceCodec<String> seqCodec, TokenNameFinderFactory factory) Initializes aTokenNameFinderModel
instance via given parameters.TokenNameFinderModel
(String languageCode, MaxentModel nameFinderModel, Map<String, Object> resources, Map<String, String> manifestInfoEntries) Initializes aTokenNameFinderModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.parser
Methods in opennlp.tools.parser that return MaxentModelModifier and TypeMethodDescriptionParserModel.getAttachModel()
ParserModel.getBuildModel()
ParserModel.getCheckModel()
Methods in opennlp.tools.parser with parameters of type MaxentModelModifier and TypeMethodDescriptionParserModel.updateBuildModel
(MaxentModel buildModel) Instantiates a newParserModel
instance from the existing configuration with the specifiedbuildModel
for exchange.ParserModel.updateCheckModel
(MaxentModel checkModel) Instantiates a newParserModel
instance from the existing configuration with the specifiedcheckModel
for exchange.Constructors in opennlp.tools.parser with parameters of type MaxentModelModifierConstructorDescriptionParserModel
(String languageCode, MaxentModel buildModel, MaxentModel checkModel, MaxentModel attachModel, POSModel parserTagger, ChunkerModel chunkerTagger, HeadRules headRules, ParserType modelType) Initializes aParserModel
instance via given parameters.ParserModel
(String languageCode, MaxentModel buildModel, MaxentModel checkModel, MaxentModel attachModel, POSModel parserTagger, ChunkerModel chunkerTagger, HeadRules headRules, ParserType modelType, Map<String, String> manifestInfoEntries) Initializes aParserModel
instance via given parameters.ParserModel
(String languageCode, MaxentModel buildModel, MaxentModel checkModel, POSModel parserTagger, ChunkerModel chunkerTagger, HeadRules headRules, ParserType type, Map<String, String> manifestInfoEntries) Initializes aParserModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.postag
Constructors in opennlp.tools.postag with parameters of type MaxentModelModifierConstructorDescriptionPOSModel
(String languageCode, MaxentModel posModel, int beamSize, Map<String, String> manifestInfoEntries, POSTaggerFactory posFactory) Initializes aPOSModel
instance via given parameters.POSModel
(String languageCode, MaxentModel posModel, Map<String, String> manifestInfoEntries, POSTaggerFactory posFactory) Initializes aPOSModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.sentdetect
Methods in opennlp.tools.sentdetect that return MaxentModelConstructors in opennlp.tools.sentdetect with parameters of type MaxentModelModifierConstructorDescriptionSentenceModel
(String languageCode, MaxentModel sentModel, Map<String, String> manifestInfoEntries, SentenceDetectorFactory sdFactory) Initializes aSentenceModel
instance via given parameters. -
Uses of MaxentModel in opennlp.tools.tokenize
Methods in opennlp.tools.tokenize that return MaxentModelConstructors in opennlp.tools.tokenize with parameters of type MaxentModelModifierConstructorDescriptionTokenizerModel
(MaxentModel tokenizerModel, Map<String, String> manifestInfoEntries, TokenizerFactory tokenizerFactory) Initializes aTokenizerModel
instance via aMaxentModel
and related resources. -
Uses of MaxentModel in opennlp.tools.util.model
Methods in opennlp.tools.util.model with parameters of type MaxentModelModifier and TypeMethodDescriptionstatic boolean
ModelUtil.validateOutcomes
(MaxentModel model, String... expectedOutcomes) Checks if theexpectedOutcomes
are all contained as outcomes in the givenmodel
.static void
ModelUtil.writeModel
(MaxentModel model, OutputStream out) Writes the givenMaxentModel
to the specifiedOutputStream
.