Examples with Instance org.dkpro.tc.api.features.Instance used on opensource projects

Example 61 with Instance

use of org.dkpro.tc.api.features.Instance in project dkpro-tc by dkpro.

the class LiblinearDataWriterTest method dataWriterTest.

@Test
public void dataWriterTest() throws Exception {
    List<Instance> fs = new ArrayList<Instance>();
    List<Feature> features1 = new ArrayList<>();
    features1.add(new Feature("feature1", 1.0, FeatureType.NUMERIC));
    features1.add(new Feature("feature2", 0.0, FeatureType.NUMERIC));
    List<Feature> features2 = new ArrayList<>();
    features2.add(new Feature("feature2", 0.5, FeatureType.NUMERIC));
    features2.add(new Feature("feature1", 0.5, FeatureType.NUMERIC));
    Instance instance1 = new Instance(features1, "0");
    Instance instance2 = new Instance(features2, "1");
    fs.add(instance1);
    fs.add(instance2);
    File outputDirectory = folder.newFolder();
    StringBuilder sb = new StringBuilder();
    sb.append("feature1\n");
    sb.append("feature2\n");
    FileUtils.writeStringToFile(new File(outputDirectory, Constants.FILENAME_FEATURES), sb.toString(), "utf-8");
    File outputFile = new File(outputDirectory, Constants.FILENAME_DATA_IN_CLASSIFIER_FORMAT);
    LibsvmDataFormatWriter writer = new LibsvmDataFormatWriter();
    writer.init(outputDirectory, false, Constants.LM_SINGLE_LABEL, false, new String[] { "0", "1" });
    writer.writeClassifierFormat(fs);
    Problem problem = Problem.readFromFile(outputFile, 1.0);
    assertEquals(2, problem.l);
    assertEquals(4, problem.n);
    assertEquals(0.0, problem.y[0], 0.00001);
    assertEquals(1.0, problem.y[1], 0.00001);
}