Examples with DatasetClassifierTeacher edu.cmu.minorthird.classify.DatasetClassifierTeacher used on opensource projects

Example 1 with DatasetClassifierTeacher

use of edu.cmu.minorthird.classify.DatasetClassifierTeacher in project lucida by claritylab.

the class ScoreNormalizationFilter method train.

/**
	 * Trains a classifier using the given training data, features and model.
	 * 
	 * @param serializedDir directory containing serialized results
	 * @param features selected features
	 * @param model selected model
	 * @return trained classifier
	 */
public static Classifier train(String serializedDir, String[] features, String model) {
    // create training set with given features from serialized results
    Dataset trainingSet = createDataset(features, serializedDir);
    // create learner for given model
    ClassifierLearner learner = createLearner(model);
    // train classifier
    Classifier classifier = new DatasetClassifierTeacher(trainingSet).train(learner);
    return classifier;
}

Example 2 with DatasetClassifierTeacher

use of edu.cmu.minorthird.classify.DatasetClassifierTeacher in project lucida by claritylab.

the class HierarchicalClassifierTrainer method trainClassifier.

public void trainClassifier() {
    runTime = System.currentTimeMillis();
    ClassifierLearner learner = createHierarchicalClassifierLearner(learnerNames);
    classifier = new DatasetClassifierTeacher(trainingSet).train(learner);
    runTime = System.currentTimeMillis() - runTime;
}