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

Example 1 with SMOreg

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

the class WekaResultsTest method testWekaResultsRegression.

@Test
public void testWekaResultsRegression() throws Exception {
    SMOreg cl = new SMOreg();
    Instances trainData = WekaUtils.removeInstanceId(regressionTrainData, false);
    Instances testData = WekaUtils.removeInstanceId(regressionTestData, false);
    cl.buildClassifier(trainData);
    Evaluation eval = WekaUtils.getEvaluationSinglelabel(cl, trainData, testData);
    assertEquals(0.45, eval.correlationCoefficient(), 0.01);
}