Class TokenNameFinderCrossValidator

Namespace

NOpenNLP.Tools.Namefind

Assembly

NOpenNLP.Tools.dll

public class TokenNameFinderCrossValidator

Inheritance

object

TokenNameFinderCrossValidator

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

TokenNameFinderCrossValidator(string, string?, TrainingParameters, TokenNameFinderFactory, params ITokenNameFinderEvaluationMonitor?[]?)

public TokenNameFinderCrossValidator(string languageCode, string? type, TrainingParameters trainParams, TokenNameFinderFactory factory, params ITokenNameFinderEvaluationMonitor?[]? listeners)

Parameters

languageCode string

type string

trainParams TrainingParameters

factory TokenNameFinderFactory

listeners ITokenNameFinderEvaluationMonitor[]

TokenNameFinderCrossValidator(string, string?, TrainingParameters, byte[]?, IDictionary<string, object>?, params ITokenNameFinderEvaluationMonitor?[]?)

public TokenNameFinderCrossValidator(string languageCode, string? type, TrainingParameters trainParams, byte[]? featureGeneratorBytes, IDictionary<string, object>? resources, params ITokenNameFinderEvaluationMonitor?[]? listeners)

Parameters

languageCode string

type string

trainParams TrainingParameters

featureGeneratorBytes byte[]

resources IDictionary<string, object>

listeners ITokenNameFinderEvaluationMonitor[]

TokenNameFinderCrossValidator(string, string?, TrainingParameters, byte[]?, IDictionary<string, object>?, ISequenceCodec<string>, params ITokenNameFinderEvaluationMonitor?[]?)

Name finder cross validator

public TokenNameFinderCrossValidator(string languageCode, string? type, TrainingParameters trainParams, byte[]? featureGeneratorBytes, IDictionary<string, object>? resources, ISequenceCodec<string> codec, params ITokenNameFinderEvaluationMonitor?[]? listeners)

Parameters

languageCode string

the language of the training data

type string

null or an override type for all types in the training data

trainParams TrainingParameters

machine learning train parameters

featureGeneratorBytes byte[]

descriptor to configure the feature generation or null

resources IDictionary<string, object>

the resources for the name finder or null if none

codec ISequenceCodec<string>

the sequence codec

listeners ITokenNameFinderEvaluationMonitor[]

a list of listeners

Properties

FMeasure

public virtual FMeasure FMeasure { get; }

Property Value

FMeasure

Methods

Evaluate(IObjectStream<NameSample?>, int)

Starts the evaluation.

public virtual void Evaluate(IObjectStream<NameSample?> samples, int nFolds)

Parameters

samples IObjectStream<NameSample>

the data to train and test

nFolds int

number of folds

Exceptions

IOException

IOException