Package com.gengoai.hermes.ml

Class POSTagger

java.lang.Object

com.gengoai.hermes.ml.BaseHStringMLModel

com.gengoai.hermes.ml.POSTagger

All Implemented Interfaces:

Model, Transform, Copyable<Transform>, SerializableFunction<HString,HString>, HStringMLModel, Serializable, Function<HString,HString>

Direct Known Subclasses:

ENPOSTagger

public class POSTagger
extends BaseHStringMLModel

A HStringMLModel for assigning PartOfSpeech to tokens.

Author:

David B. Bracewell

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor	Description
POSTagger(@NonNull HStringDataSetGenerator inputGenerator, @NonNull Model labeler)	Instantiates a new POSTagger.

Method Summary

Modifier and Type	Method	Description
protected void	onEstimate(HString sentence, Datum result)	On estimate.

Methods inherited from class com.gengoai.hermes.ml.BaseHStringMLModel

apply, delegate

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.util.function.Function

andThen, compose

Methods inherited from interface com.gengoai.hermes.ml.HStringMLModel

estimate, estimate, getDataGenerator, getEvaluator, getFitParameters, getInputs, getLabelType, getOutput, getOutputs, getVersion, setVersion, transform, transform, transform, transform

Methods inherited from interface com.gengoai.apollo.ml.model.Model

copy, fitAndTransform, getLabelType, save

Methods inherited from interface com.gengoai.function.SerializableFunction

andThen, asConsumer, compose

Constructor Detail

POSTagger

public POSTagger(@NonNull
                 @NonNull HStringDataSetGenerator inputGenerator,
                 @NonNull
                 @NonNull Model labeler)

Instantiates a new POSTagger.

Parameters:

inputGenerator - the generator to convert HString into input for the model

labeler - the model to use to perform the part-of-speech tagging

Method Detail

onEstimate

protected void onEstimate(HString sentence,
                          Datum result)

Description copied from class: BaseHStringMLModel

On estimate.

Specified by:

onEstimate in class BaseHStringMLModel

Parameters:

sentence - the h string

result - the datum