void CShareBoost::compute_pred()
{
CDenseFeatures<float64_t> *fea = dynamic_cast<CDenseFeatures<float64_t> *>(m_features);
CDenseSubsetFeatures<float64_t> *subset_fea = new CDenseSubsetFeatures<float64_t>(fea, m_activeset);
SG_REF(subset_fea);
for (int32_t i=0; i < m_multiclass_strategy->get_num_classes(); ++i)
{
CLinearMachine *machine = dynamic_cast<CLinearMachine *>(m_machines->get_element(i));
CRegressionLabels *lab = machine->apply_regression(subset_fea);
SGVector<float64_t> lab_raw = lab->get_labels();
std::copy(lab_raw.vector, lab_raw.vector + lab_raw.vlen, m_pred.get_column_vector(i));
SG_UNREF(machine);
SG_UNREF(lab);
}
SG_UNREF(subset_fea);
}
