How to use

updateClassifier

method

in

weka.classifiers.functions.SGD

/**
 * Updates the classifier with the given instance.
 * 
 * @param instance the new training instance to include in the model
 * @exception Exception if the instance could not be incorporated in the
 *              model.
 */
@Override
public void updateClassifier(Instance instance) throws Exception {
 updateClassifier(instance, true);
}

/**
 * Updates the classifier with the given instance.
 * 
 * @param instance the new training instance to include in the model
 * @exception Exception if the instance could not be incorporated in the
 *              model.
 */
@Override
public void updateClassifier(Instance instance) throws Exception {
 updateClassifier(instance, true);
}

private void train(Instances data) throws Exception {
 for (int e = 0; e < m_epochs; e++) {
  for (int i = 0; i < data.numInstances(); i++) {
   updateClassifier(data.instance(i), false);
  }
 }
}

private void train(Instances data) throws Exception {
 for (int e = 0; e < m_epochs; e++) {
  for (int i = 0; i < data.numInstances(); i++) {
   updateClassifier(data.instance(i), false);
  }
 }
}

DenseInstance metaI = new DenseInstance(instance.weight(), vals);
metaI.setDataset(m_fitLogisticStructure);
m_svmProbs.updateClassifier(metaI);

DenseInstance metaI = new DenseInstance(instance.weight(), vals);
metaI.setDataset(m_fitLogisticStructure);
m_svmProbs.updateClassifier(metaI);