Class AbstractEventModelSequenceTrainer<T>

Namespace

NOpenNLP.Tools.Ml

Assembly

NOpenNLP.Tools.dll

Base class for trainers which produce a IMaxentModel from a stream of sequences.

public abstract class AbstractEventModelSequenceTrainer<T> : AbstractTrainer, IEventModelSequenceTrainer<T>

Type Parameters

T

The type of the object which is the source of each sequence.

Inheritance

object

AbstractTrainer

AbstractEventModelSequenceTrainer<T>

Implements

IEventModelSequenceTrainer<T>

Derived

SimplePerceptronSequenceTrainer<T>

Inherited Members

AbstractTrainer.ALGORITHM_PARAM

AbstractTrainer.TRAINER_TYPE_PARAM

AbstractTrainer.CUTOFF_PARAM

AbstractTrainer.CUTOFF_DEFAULT

AbstractTrainer.ITERATIONS_PARAM

AbstractTrainer.ITERATIONS_DEFAULT

AbstractTrainer.VERBOSE_PARAM

AbstractTrainer.VERBOSE_DEFAULT

AbstractTrainer.trainingParameters

AbstractTrainer.reportMap

AbstractTrainer.printMessages

AbstractTrainer.Init(TrainingParameters, IDictionary<string, string>)

AbstractTrainer.Algorithm

AbstractTrainer.Cutoff

AbstractTrainer.Iterations

AbstractTrainer.Validate()

AbstractTrainer.AddToReport(string, string)

AbstractTrainer.Display(string)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Methods

DoTrain(ISequenceStream<T>)

Trains a model from the given sequence stream.

public abstract IMaxentModel DoTrain(ISequenceStream<T> events)

Parameters

events ISequenceStream<T>

Returns

IMaxentModel

Train(ISequenceStream<T>)

Trains a model from the given sequence stream.

public IMaxentModel Train(ISequenceStream<T> events)

Parameters

events ISequenceStream<T>

Returns

IMaxentModel