Interface SequenceClassificationModel

public interface SequenceClassificationModel

A classification model that can label an input Sequence.

Method Summary

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

Method Details

bestSequence

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

Finds the Sequence with the highest probability.

Parameters:

sequence - The sequence used as input.

additionalContext - An array that provides additional information (context).

cg - The BeamSearchContextGenerator to use.

validator - The SequenceValidator to validate with.

Returns:

The Sequence with the highest probability.

bestSequences

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

Finds the n most probable sequences with the highest probability.

Parameters:

numSequences - The number of sequences to compute.

sequence - The sequence used as input.

additionalContext - An array that provides additional information (context).

minSequenceScore - The minimum score to achieve.

cg - The BeamSearchContextGenerator to use.

validator - The SequenceValidator to validate with.

Returns:

The sequences with the highest probability.

bestSequences

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

Finds the n most probable sequences with the highest probability.

Parameters:

numSequences - The number of sequences to compute.

sequence - The sequence used as input.

additionalContext - An array that provides additional information (context).

cg - The BeamSearchContextGenerator to use.

validator - The SequenceValidator to validate with.

Returns:

The sequences with the highest probability.

getOutcomes

String[] getOutcomes()

Returns:

Retrieves all possible outcomes.