opennlp.tools.ml.model

Interface SequenceClassificationModel<T>

Type Parameters:

T -

All Known Implementing Classes:

BeamSearch

public interface SequenceClassificationModel<T>

A classification model that can label an input sequence.

Method Summary

Modifier and Type	Method and Description
Sequence	bestSequence(T[] sequence, java.lang.Object[] additionalContext, BeamSearchContextGenerator<T> cg, SequenceValidator<T> validator) Finds the sequence with the highest probability.
Sequence[]	bestSequences(int numSequences, T[] sequence, java.lang.Object[] additionalContext, BeamSearchContextGenerator<T> cg, SequenceValidator<T> validator) Finds the n most probable sequences.
Sequence[]	bestSequences(int numSequences, T[] sequence, java.lang.Object[] additionalContext, double minSequenceScore, BeamSearchContextGenerator<T> cg, SequenceValidator<T> validator) Finds the n most probable sequences.
java.lang.String[]	getOutcomes() Returns all possible outcomes.

Method Detail

bestSequence

Sequence bestSequence(T[] sequence,
                      java.lang.Object[] additionalContext,
                      BeamSearchContextGenerator<T> cg,
                      SequenceValidator<T> validator)

Finds the sequence with the highest probability.

Parameters:

sequence -

additionalContext -

cg -

validator -

Returns:

bestSequences

Sequence[] bestSequences(int numSequences,
                         T[] sequence,
                         java.lang.Object[] additionalContext,
                         double minSequenceScore,
                         BeamSearchContextGenerator<T> cg,
                         SequenceValidator<T> validator)

Finds the n most probable sequences.

Parameters:

sequence -

additionalContext -

cg -

validator -

Returns:

bestSequences

Sequence[] bestSequences(int numSequences,
                         T[] sequence,
                         java.lang.Object[] additionalContext,
                         BeamSearchContextGenerator<T> cg,
                         SequenceValidator<T> validator)

Finds the n most probable sequences.

Parameters:

sequence -

additionalContext -

cg -

validator -

Returns:

getOutcomes

java.lang.String[] getOutcomes()

Returns all possible outcomes.

Returns: