11 #ifndef _MULTICLASSLIBLINEAR_H___ 12 #define _MULTICLASSLIBLINEAR_H___ 14 #include <shogun/lib/config.h> 58 return "MulticlassLibLinear";
156 void init_defaults();
159 void register_parameters();
The class Labels models labels, i.e. class assignments of objects.
SGVector< int32_t > get_support_vectors() const
void set_max_iter(int32_t max_iter)
void set_save_train_state(bool save_train_state)
Features that support dot products among other operations.
virtual const char * get_name() const
generic linear multiclass machine
int32_t get_max_iter() const
#define MACHINE_PROBLEM_TYPE(PT)
virtual bool train_machine(CFeatures *data=NULL)
multiclass LibLinear wrapper. Uses Crammer-Singer formulation and gradient descent optimization algor...
bool get_save_train_state() const
mcsvm_state * m_train_state
all of classes and functions are contained in the shogun namespace
void set_epsilon(float64_t epsilon)
virtual ~CMulticlassLibLinear()
The class Features is the base class of all feature objects.
float64_t get_epsilon() const
void set_use_bias(bool use_bias)
virtual SGMatrix< float64_t > obtain_regularizer_matrix() const
bool get_use_bias() const