Examples with Learner edu.illinois.cs.cogcomp.lbjava.learn.Learner used on opensource projects

Example 1 with Learner

use of edu.illinois.cs.cogcomp.lbjava.learn.Learner in project cogcomp-nlp by CogComp.

the class Main method train.

public void train() {
    if (!IOUtils.exists(modelsDir))
        IOUtils.mkdir(modelsDir);
    Learner classifier = new PrepSRLClassifier(modelName + ".lc", modelName + ".lex");
    Parser trainDataReader = new PrepSRLDataReader(dataDir, "train");
    BatchTrainer trainer = new BatchTrainer(classifier, trainDataReader, 1000);
    trainer.train(20);
    classifier.save();
    trainDataReader.close();
}