Examples with ModelTrainerFactory com.joliciel.talismane.machineLearning.ModelTrainerFactory used on opensource projects

Example 1 with ModelTrainerFactory

use of com.joliciel.talismane.machineLearning.ModelTrainerFactory in project talismane by joliciel-informatique.

the class SentenceDetectorTrainer method train.

public ClassificationModel train() throws TalismaneException, IOException {
    ModelTrainerFactory factory = new ModelTrainerFactory();
    ClassificationModelTrainer trainer = factory.constructTrainer(sentenceConfig.getConfig("train.machine-learning"));
    ClassificationModel model = trainer.trainModel(eventStream, descriptors);
    model.setExternalResources(TalismaneSession.get(sessionId).getExternalResourceFinder().getExternalResources());
    File modelDir = modelFile.getParentFile();
    if (modelDir != null)
        modelDir.mkdirs();
    model.persist(modelFile);
    return model;
}

Example 2 with ModelTrainerFactory

use of com.joliciel.talismane.machineLearning.ModelTrainerFactory in project talismane by joliciel-informatique.

the class PosTaggerTrainer method train.

public ClassificationModel train() throws TalismaneException, IOException {
    ModelTrainerFactory factory = new ModelTrainerFactory();
    ClassificationModelTrainer trainer = factory.constructTrainer(posTaggerConfig.getConfig("train.machine-learning"));
    ClassificationModel model = trainer.trainModel(eventStream, descriptors);
    model.setExternalResources(TalismaneSession.get(sessionId).getExternalResourceFinder().getExternalResources());
    File modelDir = modelFile.getParentFile();
    if (modelDir != null)
        modelDir.mkdirs();
    model.persist(modelFile);
    return model;
}

Example 3 with ModelTrainerFactory

use of com.joliciel.talismane.machineLearning.ModelTrainerFactory in project talismane by joliciel-informatique.

the class PatternTokeniserTrainer method train.

public ClassificationModel train() throws TalismaneException, IOException {
    ModelTrainerFactory factory = new ModelTrainerFactory();
    ClassificationModelTrainer trainer = factory.constructTrainer(tokeniserConfig.getConfig("train.machine-learning"));
    ClassificationModel model = trainer.trainModel(eventStream, descriptors);
    model.setExternalResources(TalismaneSession.get(sessionId).getExternalResourceFinder().getExternalResources());
    File modelDir = modelFile.getParentFile();
    if (modelDir != null)
        modelDir.mkdirs();
    model.persist(modelFile);
    return model;
}

Example 4 with ModelTrainerFactory

use of com.joliciel.talismane.machineLearning.ModelTrainerFactory in project talismane by joliciel-informatique.

the class ParserTrainer method train.

public ClassificationModel train() throws TalismaneException, IOException {
    ModelTrainerFactory factory = new ModelTrainerFactory();
    ClassificationModelTrainer trainer = factory.constructTrainer(parserConfig.getConfig("train.machine-learning"));
    ClassificationModel model = trainer.trainModel(eventStream, descriptors);
    model.setExternalResources(TalismaneSession.get(sessionId).getExternalResourceFinder().getExternalResources());
    File modelDir = modelFile.getParentFile();
    if (modelDir != null)
        modelDir.mkdirs();
    model.persist(modelFile);
    return model;
}

Example 5 with ModelTrainerFactory

use of com.joliciel.talismane.machineLearning.ModelTrainerFactory in project talismane by joliciel-informatique.

the class LanguageDetectorTrainer method train.

public ClassificationModel train() throws TalismaneException, IOException {
    ModelTrainerFactory factory = new ModelTrainerFactory();
    ClassificationModelTrainer trainer = factory.constructTrainer(languageConfig.getConfig("train.machine-learning"));
    ClassificationModel model = trainer.trainModel(eventStream, descriptors);
    model.setExternalResources(session.getExternalResourceFinder().getExternalResources());
    File modelDir = modelFile.getParentFile();
    if (modelDir != null)
        modelDir.mkdirs();
    model.persist(modelFile);
    return model;
}