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

Methods

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

Method Detail

bestSequence

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

Finds the n most probable sequences.

Parameters:

sequence -

additionalContext -

cg -

validator -

Returns:

getOutcomes

String[] getOutcomes()

Returns all possible outcomes.

Returns: