Class ChunkerModel

java.lang.Object

opennlp.tools.util.model.BaseModel

opennlp.tools.chunker.ChunkerModel

All Implemented Interfaces:

Serializable, opennlp.tools.util.model.ArtifactProvider

public class ChunkerModel
extends BaseModel

The ChunkerModel is the model used by a learnable Chunker.

See Also:

• ChunkerME
• Serialized Form

Field Summary

Fields inherited from class BaseModel

TRAINING_CUTOFF_PROPERTY, TRAINING_EVENTHASH_PROPERTY, TRAINING_ITERATIONS_PROPERTY

Constructor Summary

Constructors

Constructor	Description
ChunkerModel(File modelFile)	Initializes a ChunkerModel instance via a valid File.
ChunkerModel(InputStream in)	Initializes a ChunkerModel instance via a valid InputStream.
ChunkerModel(String languageCode, opennlp.tools.ml.model.MaxentModel chunkerModel, int beamSize, Map<String,String> manifestInfoEntries, ChunkerFactory factory)	Initializes a ChunkerModel instance via given parameters.
ChunkerModel(String languageCode, opennlp.tools.ml.model.MaxentModel chunkerModel, Map<String,String> manifestInfoEntries, ChunkerFactory factory)	Initializes a ChunkerModel instance via given parameters.
ChunkerModel(String languageCode, opennlp.tools.ml.model.MaxentModel chunkerModel, ChunkerFactory factory)	Initializes a ChunkerModel instance via given parameters.
ChunkerModel(String languageCode, opennlp.tools.ml.model.SequenceClassificationModel chunkerModel, Map<String,String> manifestInfoEntries, ChunkerFactory factory)	Initializes a ChunkerModel instance via given parameters.
ChunkerModel(URL modelURL)	Initializes a ChunkerModel instance via a valid URL.
ChunkerModel(Path modelPath)	Initializes a ChunkerModel instance via a valid Path.

Method Summary

Modifier and Type	Method	Description
opennlp.tools.ml.model.SequenceClassificationModel	getChunkerSequenceModel()
ChunkerFactory	getFactory()

Methods inherited from class BaseModel

getArtifact, getLanguage, getManifestProperty, getVersion, isLoadedFromSerialized, serialize, serialize, serialize

Methods inherited from class Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

ChunkerModel

public ChunkerModel(String languageCode,
 opennlp.tools.ml.model.SequenceClassificationModel chunkerModel,
 Map<String,String> manifestInfoEntries,
 ChunkerFactory factory)

Initializes a ChunkerModel instance via given parameters.

Parameters:

languageCode - An ISO conform language code.

chunkerModel - A valid SequenceClassificationModel.

manifestInfoEntries - Additional information kept in the manifest.

factory - The ChunkerFactory for creating related objects.

ChunkerModel

public ChunkerModel(String languageCode,
 opennlp.tools.ml.model.MaxentModel chunkerModel,
 Map<String,String> manifestInfoEntries,
 ChunkerFactory factory)

Initializes a ChunkerModel instance via given parameters.

Parameters:

languageCode - An ISO conform language code.

chunkerModel - A valid MaxentModel.

manifestInfoEntries - Additional information kept in the manifest.

factory - The ChunkerFactory for creating related objects.

ChunkerModel

public ChunkerModel(String languageCode,
 opennlp.tools.ml.model.MaxentModel chunkerModel,
 int beamSize,
 Map<String,String> manifestInfoEntries,
 ChunkerFactory factory)

Initializes a ChunkerModel instance via given parameters.

Parameters:

languageCode - An ISO conform language code.

chunkerModel - A valid MaxentModel.

beamSize - The size of the beam that should be used when decoding sequences.

manifestInfoEntries - Additional information kept in the manifest.

factory - The ChunkerFactory for creating related objects.

ChunkerModel

public ChunkerModel(String languageCode,
 opennlp.tools.ml.model.MaxentModel chunkerModel,
 ChunkerFactory factory)

Initializes a ChunkerModel instance via given parameters.

Parameters:

languageCode - An ISO conform language code.

chunkerModel - A valid MaxentModel.

factory - The ChunkerFactory for creating related objects.

ChunkerModel

public ChunkerModel(InputStream in)
             throws IOException

Initializes a ChunkerModel instance via a valid InputStream.

Parameters:

in - The InputStream used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

ChunkerModel

public ChunkerModel(File modelFile)
             throws IOException

Initializes a ChunkerModel instance via a valid File.

Parameters:

modelFile - The File used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

ChunkerModel

public ChunkerModel(Path modelPath)
             throws IOException

Initializes a ChunkerModel instance via a valid Path.

Parameters:

modelPath - The Path used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

ChunkerModel

public ChunkerModel(URL modelURL)
             throws IOException

Initializes a ChunkerModel instance via a valid URL.

Parameters:

modelURL - The URL used for loading the model.

Throws:

IOException - Thrown if IO errors occurred during initialization.

Method Details

getChunkerSequenceModel

public opennlp.tools.ml.model.SequenceClassificationModel getChunkerSequenceModel()

Returns:

Retrieves a SequenceClassificationModel.

getFactory

public ChunkerFactory getFactory()

Returns:

Retrieves the active ChunkerFactory.