FactorGraphLabels.cpp

Go to the documentation of this file.

#include <shogun/labels/FactorGraphLabels.h>

using namespace shogun;

CFactorGraphObservation::CFactorGraphObservation(SGVector<int32_t> observed_state, 
    SGVector<float64_t> loss_weights)
    : CStructuredData(), m_observed_state(observed_state) 
{ 
    if (loss_weights.size() == 0)
    {
        loss_weights.resize_vector(observed_state.size());
        SGVector<float64_t>::fill_vector(loss_weights.vector, loss_weights.vlen, 1.0 / observed_state.size());  
    }

    set_loss_weights(loss_weights);
}

SGVector<int32_t> CFactorGraphObservation::get_data() const 
{ 
    return m_observed_state; 
}

SGVector<float64_t> CFactorGraphObservation::get_loss_weights() const 
{ 
    return m_loss_weights; 
}

void CFactorGraphObservation::set_loss_weights(SGVector<float64_t> loss_weights)
{
    REQUIRE(loss_weights.size() == m_observed_state.size(), "%s::set_loss_weights(): \
        loss_weights should be the same length as observed_states", get_name());

    m_loss_weights = loss_weights;
}

//-------------------------------------------------------------------

CFactorGraphLabels::CFactorGraphLabels()
: CStructuredLabels()
{
}

CFactorGraphLabels::CFactorGraphLabels(int32_t num_labels)
: CStructuredLabels(num_labels)
{
    init();
}

CFactorGraphLabels::~CFactorGraphLabels()
{
}

void CFactorGraphLabels::init()
{
}