| Interface | Description |
|---|---|
| CliquePotentialFunction | |
| HasCliquePotentialFunction |
Indicates that this function can build a clique potential function for external use
|
| Class | Description |
|---|---|
| CRFClassifier<IN extends CoreMap> |
Class for Sequence Classification using a Conditional Random Field model.
|
| CRFClassifierEvaluator<IN extends CoreMap> |
Evaluates CRFClassifier on a set of data
- called by QNMinimizer periodically
- If evalCmd is set, runs command line specified by evalCmd
otherwise does evaluation internally
NOTE: when running conlleval with exec on Linux, linux will first
fork process by duplicating memory of current process.
|
| CRFClassifierFloat<IN extends CoreMap> |
Subclass of CRFClassifier that performs dropout feature-noisying training
|
| CRFClassifierNoisyLabel<IN extends CoreMap> |
Subclass of CRFClassifier for modeling noisy label
|
| CRFClassifierNonlinear<IN extends CoreMap> |
Subclass of
CRFClassifier for implementing the nonlinear architecture in [Wang and Manning IJCNLP-2013 Effect of Nonlinear ...]. |
| CRFClassifierWithDropout<IN extends CoreMap> |
Subclass of CRFClassifier that performs dropout feature-noisying training
|
| CRFClassifierWithLOP<IN extends CoreMap> |
Subclass of
CRFClassifier for learning Logarithmic Opinion Pools. |
| CRFCliqueTree<E> |
Builds a CliqueTree (an array of FactorTable) and does message passing
inference along it.
|
| CRFDatum<FEAT,LAB> |
The representation of Datums used internally in CRFClassifier.
|
| CRFFeatureExporter<IN extends CoreMap> |
Exports CRF features for use with other programs.
|
| CRFLabel | |
| CRFLogConditionalObjectiveFloatFunction | |
| CRFLogConditionalObjectiveFunction | |
| CRFLogConditionalObjectiveFunctionForLOP | |
| CRFLogConditionalObjectiveFunctionNoisyLabel | |
| CRFLogConditionalObjectiveFunctionWithDropout | |
| CRFNonLinearLogConditionalObjectiveFunction | |
| CRFNonLinearSecondOrderLogConditionalObjectiveFunction | |
| FactorTable |
Stores a factor table as a one dimensional array of doubles.
|
| FloatFactorTable |
Stores a factor table as a one dimensional array of floats.
|
| LabelDictionary |
Constrains test-time inference to labels observed in training.
|
| LinearCliquePotentialFunction | |
| NoisyLabelLinearCliquePotentialFunction | |
| NonLinearCliquePotentialFunction | |
| NonLinearSecondOrderCliquePotentialFunction | |
| TestSequenceModel |
For sequence model inference at test-time.
|