Examples with SMO weka.classifiers.functions.SMO used on opensource projects

Example 1 with SMO

use of weka.classifiers.functions.SMO in project dkpro-tc by dkpro.

the class WekaResultsTest method testWekaResultsSingleLabel.

@Test
public void testWekaResultsSingleLabel() throws Exception {
    SMO cl = new SMO();
    Instances testData = WekaUtils.makeOutcomeClassesCompatible(singleLabelTrainData, singleLabelTestData, false);
    Instances trainData = WekaUtils.removeInstanceId(singleLabelTrainData, false);
    testData = WekaUtils.removeInstanceId(testData, false);
    cl.buildClassifier(trainData);
    Evaluation eval = WekaUtils.getEvaluationSinglelabel(cl, trainData, testData);
    assertEquals(7.0, eval.correct(), 0.01);
}