Class SDCrossValidator
- Namespace
- NOpenNLP.Tools.Sentdetect
- Assembly
- NOpenNLP.Tools.dll
A cross validator for the sentence detector.
public class SDCrossValidator
- Inheritance
-
SDCrossValidator
- Inherited Members
Constructors
SDCrossValidator(string)
public SDCrossValidator(string languageCode)
Parameters
languageCodestring
Remarks
Deprecated: Use SDCrossValidator(string, TrainingParameters, SentenceDetectorFactory,
ISentenceDetectorEvaluationMonitor[]) instead and pass in a TrainingParameters object.
SDCrossValidator(string, TrainingParameters)
public SDCrossValidator(string languageCode, TrainingParameters trainParams)
Parameters
languageCodestringtrainParamsTrainingParameters
Remarks
Deprecated: Use SDCrossValidator(string, TrainingParameters, SentenceDetectorFactory,
ISentenceDetectorEvaluationMonitor[]) and pass in a SentenceDetectorFactory.
SDCrossValidator(string, TrainingParameters, params ISentenceDetectorEvaluationMonitor?[]?)
public SDCrossValidator(string languageCode, TrainingParameters trainParams, params ISentenceDetectorEvaluationMonitor?[]? listeners)
Parameters
languageCodestringtrainParamsTrainingParameterslistenersISentenceDetectorEvaluationMonitor[]
Remarks
Deprecated: Use SDCrossValidator(string, TrainingParameters, SentenceDetectorFactory,
ISentenceDetectorEvaluationMonitor[]) instead and pass in a SentenceDetectorFactory.
SDCrossValidator(string, TrainingParameters, SentenceDetectorFactory, params ISentenceDetectorEvaluationMonitor?[]?)
A cross validator for the sentence detector.
public SDCrossValidator(string languageCode, TrainingParameters trainParams, SentenceDetectorFactory sdFactory, params ISentenceDetectorEvaluationMonitor?[]? listeners)
Parameters
languageCodestringtrainParamsTrainingParameterssdFactorySentenceDetectorFactorylistenersISentenceDetectorEvaluationMonitor[]
Properties
FMeasure
public virtual FMeasure FMeasure { get; }
Property Value
Methods
Evaluate(IObjectStream<SentenceSample?>, int)
Starts the evaluation.
public virtual void Evaluate(IObjectStream<SentenceSample?> samples, int nFolds)
Parameters
samplesIObjectStream<SentenceSample>the data to train and test
nFoldsintnumber of folds
Exceptions
- IOException
IOException