Interface | Description |
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CliquePotentialFunction | |
HasCliquePotentialFunction |
Indicates that this function can build a clique potential function for external use
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Class | Description |
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CRFBiasedClassifier<IN extends CoreMap> |
CRFBiasedClassifier is used to adjust the precision-recall tradeoff
of any CRF model implemented using CRFClassifier.
|
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-noising 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.
|