15 using namespace shogun;
32 void CSOSVMHelper::init()
63 for (int32_t i = 0; i < N; i++)
72 hinge_losses += hinge_loss_i;
92 for (int32_t i = 0; i < N; i++)
97 loss += result->
delta;
108 if (m_tracker >= m_bufsize)
110 SG_PRINT(
"%s::add_debug_information(): Buffer overflows! No more values will be recorded!\n",
116 m_primal[m_tracker] = primal;
117 m_eff_pass[m_tracker] = eff_pass;
118 m_train_error[m_tracker] = train_error;
122 m_dual[m_tracker] = dual;
123 m_duality_gap[m_tracker] = dgap;
141 return m_duality_gap;
151 return m_train_error;