| Modifier and Type | Class and Description |
|---|---|
class |
CRF |
class |
CRF_PL
A CRF trained by pseudolikelihood.
|
class |
CRF2 |
class |
CRF3 |
class |
CRF4 |
class |
CRFByGISUpdate |
class |
FeatureTransducer |
class |
HMM
Hidden Markov Model
|
class |
MEMM |
| Modifier and Type | Method and Description |
|---|---|
Transducer |
Transducer.Lattice.getTransducer() |
Transducer |
Transducer.BeamLattice.getTransducer() |
Transducer |
Transducer.ViterbiPath.getTransducer() |
Transducer |
Transducer.ViterbiPathBeam.getTransducer() |
Transducer |
Transducer.ViterbiPathBeamKL.getTransducer() |
Transducer |
Transducer.ViterbiPathBeamB.getTransducer() |
Transducer |
Transducer.ViterbiPathBeamFB.getTransducer() |
| Modifier and Type | Method and Description |
|---|---|
static Sequence[] |
SimpleTagger.apply(Transducer model,
Sequence input,
int k)
Apply a transducer to an input sequence to produce the k highest-scoring
output sequences.
|
boolean |
TransducerEvaluator.evaluate(Transducer crf,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing)
Evaluates a Tranducers on a given training, validation, and testing set.
|
boolean |
TokenAccuracyEvaluator.evaluate(Transducer crf,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing) |
boolean |
SegmentationEvaluator.evaluate(Transducer model,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing) |
boolean |
PerClassAccuracyEvaluator.evaluate(Transducer crf,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing) |
boolean |
MultiSegmentationEvaluator.evaluate(Transducer model,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing) |
abstract void |
TransducerEvaluator.test(Transducer transducer,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
TokenAccuracyEvaluator.test(Transducer model,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
SegmentationEvaluator.test(Transducer model,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
PerClassAccuracyEvaluator.test(Transducer model,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
MultiSegmentationEvaluator.test(Transducer model,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
InstanceAccuracyEvaluator.test(Transducer crf,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
static void |
SimpleTagger.test(Transducer model,
TransducerEvaluator eval,
InstanceList testing)
Test a transducer on the given test data, evaluating accuracy
with the given evaluator
|
| Modifier and Type | Method and Description |
|---|---|
Transducer |
TransducerConfidenceEstimator.getTransducer() |
| Modifier and Type | Method and Description |
|---|---|
void |
ConfidenceCorrectorEvaluator.evaluate(Transducer model,
ArrayList predictions,
InstanceList ilist,
ArrayList correctedSegments,
String description,
PrintStream outputStream,
boolean errorsInUncorrected)
Only evaluates over sequences which contain errors.
|
| Constructor and Description |
|---|
SegmentIterator(Transducer model,
InstanceList ilist,
Object[] segmentStartTags,
Object[] segmentContinueTags)
NOTE!: Assumes that
segmentStartTags[i] corresponds
to segmentContinueTags[i]. |
SegmentIterator(Transducer model,
Instance instance,
Object[] segmentStartTags,
Object[] segmentContinueTags)
|
| Modifier and Type | Method and Description |
|---|---|
protected static void |
BaseTUICRF.writeCrf(Transducer crf) |
protected static void |
BaseTUICRF.writeCrf(Transducer crf,
String id) |
protected static void |
BaseTUICRF.writeOutput(Transducer crf,
InstanceList testing) |
protected static void |
BaseTUICRF.writeOutput(Transducer crf,
InstanceList testing,
String num) |
| Modifier and Type | Method and Description |
|---|---|
boolean |
MultiSegmentationEvaluator.evaluate(Transducer crf,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing) |
boolean |
IEEvaluator.evaluate(Transducer crf,
boolean finishedTraining,
int iteration,
boolean converged,
double cost,
InstanceList training,
InstanceList validation,
InstanceList testing) |
void |
MultiSegmentationEvaluator.test(Transducer transducer,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
IEEvaluator.test(Transducer transducer,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
void |
FieldF1Evaluator.test(Transducer transducer,
InstanceList data,
String description,
PrintStream viterbiOutputStream) |
Copyright © 2019 JULIE Lab, Germany. All rights reserved.