apply(CFeatures *data=NULL) | CMachine | virtual |
apply_binary(CFeatures *data=NULL) | CMachine | virtual |
apply_latent(CFeatures *data=NULL) | CMachine | virtual |
apply_locked(SGVector< index_t > indices) | CMachine | virtual |
apply_locked_binary(SGVector< index_t > indices) | CMachine | virtual |
apply_locked_latent(SGVector< index_t > indices) | CMachine | virtual |
apply_locked_multiclass(SGVector< index_t > indices) | CMachine | virtual |
apply_locked_regression(SGVector< index_t > indices) | CMachine | virtual |
apply_locked_structured(SGVector< index_t > indices) | CMachine | virtual |
apply_multiclass(CFeatures *data=NULL) | CMachine | virtual |
apply_one(int32_t i) | CMachine | virtual |
apply_regression(CFeatures *data=NULL) | CStochasticGBMachine | virtual |
apply_structured(CFeatures *data=NULL) | CMachine | virtual |
apply_subset(CDenseFeatures< float64_t > *f, CLabels *interf) | CStochasticGBMachine | protected |
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict) | CSGObject | |
clone() | CSGObject | virtual |
CMachine() | CMachine | |
compute_multiplier(CRegressionLabels *f, CRegressionLabels *hm) | CStochasticGBMachine | protected |
compute_pseudo_residuals(CRegressionLabels *inter_f) | CStochasticGBMachine | protected |
CSGObject() | CSGObject | |
CSGObject(const CSGObject &orig) | CSGObject | |
CStochasticGBMachine(CMachine *machine=NULL, CLossFunction *loss=NULL, int32_t num_iterations=100, float64_t learning_rate=1.0, float64_t subset_fraction=0.6) | CStochasticGBMachine | |
data_lock(CLabels *labs, CFeatures *features) | CMachine | virtual |
data_unlock() | CMachine | virtual |
deep_copy() const | CSGObject | virtual |
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false) | CSGObject | virtual |
fit_model(CDenseFeatures< float64_t > *feats, CRegressionLabels *labels) | CStochasticGBMachine | protected |
get(const Tag< T > &_tag) const | CSGObject | |
get(const std::string &name) const | CSGObject | |
get_classifier_type() | CMachine | virtual |
get_gamma(void *instance) | CStochasticGBMachine | protected |
get_global_io() | CSGObject | |
get_global_parallel() | CSGObject | |
get_global_version() | CSGObject | |
get_labels() | CMachine | virtual |
get_learning_rate() const | CStochasticGBMachine | |
get_loss_function() const | CStochasticGBMachine | virtual |
get_machine() const | CStochasticGBMachine | |
get_machine_problem_type() const | CMachine | virtual |
get_max_train_time() | CMachine | |
get_modelsel_names() | CSGObject | |
get_modsel_param_descr(const char *param_name) | CSGObject | |
get_modsel_param_index(const char *param_name) | CSGObject | |
get_name() const | CStochasticGBMachine | virtual |
get_num_iterations() const | CStochasticGBMachine | |
get_solver_type() | CMachine | |
get_subset_fraction() const | CStochasticGBMachine | |
has(const std::string &name) const | CSGObject | |
has(const Tag< T > &tag) const | CSGObject | |
has(const std::string &name) const | CSGObject | |
init() | CStochasticGBMachine | protected |
initialize_learners() | CStochasticGBMachine | protected |
io | CSGObject | |
is_data_locked() const | CMachine | |
is_generic(EPrimitiveType *generic) const | CSGObject | virtual |
is_label_valid(CLabels *lab) const | CMachine | protectedvirtual |
lbfgs_evaluate(void *obj, const float64_t *parameters, float64_t *gradient, const int dim, const float64_t step) | CStochasticGBMachine | protectedstatic |
load_serializable(CSerializableFile *file, const char *prefix="") | CSGObject | virtual |
load_serializable_post() | CSGObject | protectedvirtual |
load_serializable_pre() | CSGObject | protectedvirtual |
m_data_locked | CMachine | protected |
m_gamma | CStochasticGBMachine | protected |
m_gradient_parameters | CSGObject | |
m_hash | CSGObject | |
m_labels | CMachine | protected |
m_learning_rate | CStochasticGBMachine | protected |
m_loss | CStochasticGBMachine | protected |
m_machine | CStochasticGBMachine | protected |
m_max_train_time | CMachine | protected |
m_model_selection_parameters | CSGObject | |
m_num_iter | CStochasticGBMachine | protected |
m_parameters | CSGObject | |
m_solver_type | CMachine | protected |
m_store_model_features | CMachine | protected |
m_subset_frac | CStochasticGBMachine | protected |
m_weak_learners | CStochasticGBMachine | protected |
parallel | CSGObject | |
parameter_hash_changed() | CSGObject | virtual |
post_lock(CLabels *labs, CFeatures *features) | CMachine | virtual |
print_modsel_params() | CSGObject | |
print_serializable(const char *prefix="") | CSGObject | virtual |
register_param(Tag< T > &_tag, const T &value) | CSGObject | protected |
register_param(const std::string &name, const T &value) | CSGObject | protected |
save_serializable(CSerializableFile *file, const char *prefix="") | CSGObject | virtual |
save_serializable_post() | CSGObject | protectedvirtual |
save_serializable_pre() | CSGObject | protectedvirtual |
set(const Tag< T > &_tag, const T &value) | CSGObject | |
set(const std::string &name, const T &value) | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_generic() | CSGObject | |
set_global_io(SGIO *io) | CSGObject | |
set_global_parallel(Parallel *parallel) | CSGObject | |
set_global_version(Version *version) | CSGObject | |
set_labels(CLabels *lab) | CMachine | virtual |
set_learning_rate(float64_t lr) | CStochasticGBMachine | |
set_loss_function(CLossFunction *f) | CStochasticGBMachine | virtual |
set_machine(CMachine *machine) | CStochasticGBMachine | |
set_max_train_time(float64_t t) | CMachine | |
set_num_iterations(int32_t iter) | CStochasticGBMachine | |
set_solver_type(ESolverType st) | CMachine | |
set_store_model_features(bool store_model) | CMachine | virtual |
set_subset_fraction(float64_t frac) | CStochasticGBMachine | |
shallow_copy() const | CSGObject | virtual |
store_model_features() | CMachine | protectedvirtual |
supports_locking() const | CMachine | virtual |
train(CFeatures *data=NULL) | CMachine | virtual |
train_locked(SGVector< index_t > indices) | CMachine | virtual |
train_machine(CFeatures *data=NULL) | CStochasticGBMachine | protectedvirtual |
train_require_labels() const | CMachine | protectedvirtual |
unset_generic() | CSGObject | |
update_parameter_hash() | CSGObject | virtual |
version | CSGObject | |
~CMachine() | CMachine | virtual |
~CSGObject() | CSGObject | virtual |
~CStochasticGBMachine() | CStochasticGBMachine | virtual |