ai.idylnlp.models.opennlp.training.model

Interface ModelTrainingOperations

All Known Implementing Classes:

EntityModelOperations, LemmatizerModelOperations, PartOfSpeechModelOperations, SentenceModelOperations, TokenModelOperations

public interface ModelTrainingOperations

Provides model training operations.

Author:

Mountain Fog, Inc.

Method Summary

Modifier and Type	Method and Description
String	trainMaxEntQN(ai.idylnlp.model.nlp.subjects.SubjectOfTrainingOrEvaluation subjectOfTraining, String modelFile, com.neovisionaries.i18n.LanguageCode language, String encryptionKey, int cutOff, int iterations, int threads, double l1, double l2, int m, int max) Train a maxent model using quasi-newton.
String	trainPerceptron(ai.idylnlp.model.nlp.subjects.SubjectOfTrainingOrEvaluation subjectOfTraining, String modelFile, com.neovisionaries.i18n.LanguageCode language, String encryptionKey, int cutOff, int iterations) Train a perceptron model using.

Method Detail

trainMaxEntQN

String trainMaxEntQN(ai.idylnlp.model.nlp.subjects.SubjectOfTrainingOrEvaluation subjectOfTraining,
                     String modelFile,
                     com.neovisionaries.i18n.LanguageCode language,
                     String encryptionKey,
                     int cutOff,
                     int iterations,
                     int threads,
                     double l1,
                     double l2,
                     int m,
                     int max)
              throws IOException

Train a maxent model using quasi-newton.

Parameters:

subjectOfTraining - The SubjectOfTrainingOrEvaluation.

modelFile - The output model file.

language - The language of the model.

encryptionKey - The model's encryption key.

cutOff - The training cutoff.

iterations - The training iterations.

threads - The number of training threads.

l1 -

l2 -

m -

max -

Returns:

The generated model's ID.

Throws:

IOException - Thrown if the model cannot be trained.

trainPerceptron

String trainPerceptron(ai.idylnlp.model.nlp.subjects.SubjectOfTrainingOrEvaluation subjectOfTraining,
                       String modelFile,
                       com.neovisionaries.i18n.LanguageCode language,
                       String encryptionKey,
                       int cutOff,
                       int iterations)
                throws IOException

Train a perceptron model using.

Parameters:

subjectOfTraining - The SubjectOfTrainingOrEvaluation.

modelFile - The output model file.

language - The language of the model.

encryptionKey - The model's encryption key.

cutOff - The training cutoff.

iterations - The training iterations.

Returns:

The generated model's ID.

Throws:

IOException - Thrown if the model cannot be trained.