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CStochasticGBMachine Member List

This is the complete list of members for CStochasticGBMachine, including all inherited members.

apply(CFeatures *data=NULL)CMachinevirtual
apply_binary(CFeatures *data=NULL)CMachinevirtual
apply_latent(CFeatures *data=NULL)CMachinevirtual
apply_locked(SGVector< index_t > indices)CMachinevirtual
apply_locked_binary(SGVector< index_t > indices)CMachinevirtual
apply_locked_latent(SGVector< index_t > indices)CMachinevirtual
apply_locked_multiclass(SGVector< index_t > indices)CMachinevirtual
apply_locked_regression(SGVector< index_t > indices)CMachinevirtual
apply_locked_structured(SGVector< index_t > indices)CMachinevirtual
apply_multiclass(CFeatures *data=NULL)CMachinevirtual
apply_one(int32_t i)CMachinevirtual
apply_regression(CFeatures *data=NULL)CStochasticGBMachinevirtual
apply_structured(CFeatures *data=NULL)CMachinevirtual
apply_subset(CDenseFeatures< float64_t > *f, CLabels *interf)CStochasticGBMachineprotected
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
clone()CSGObjectvirtual
CMachine()CMachine
compute_multiplier(CRegressionLabels *f, CRegressionLabels *hm)CStochasticGBMachineprotected
compute_pseudo_residuals(CRegressionLabels *inter_f)CStochasticGBMachineprotected
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)CMachinevirtual
data_unlock()CMachinevirtual
deep_copy() const CSGObjectvirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
fit_model(CDenseFeatures< float64_t > *feats, CRegressionLabels *labels)CStochasticGBMachineprotected
get_classifier_type()CMachinevirtual
get_gamma(void *instance)CStochasticGBMachineprotected
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_labels()CMachinevirtual
get_learning_rate() const CStochasticGBMachine
get_loss_function() const CStochasticGBMachinevirtual
get_machine() const CStochasticGBMachine
get_machine_problem_type() const CMachinevirtual
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 CStochasticGBMachinevirtual
get_num_iterations() const CStochasticGBMachine
get_solver_type()CMachine
get_subset_fraction() const CStochasticGBMachine
init()CStochasticGBMachineprotected
initialize_learners()CStochasticGBMachineprotected
ioCSGObject
is_data_locked() const CMachine
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
is_label_valid(CLabels *lab) const CMachineprotectedvirtual
lbfgs_evaluate(void *obj, const float64_t *parameters, float64_t *gradient, const int dim, const float64_t step)CStochasticGBMachineprotectedstatic
load_all_file_parameters(int32_t file_version, int32_t current_version, CSerializableFile *file, const char *prefix="")CSGObject
load_file_parameters(const SGParamInfo *param_info, int32_t file_version, CSerializableFile *file, const char *prefix="")CSGObject
load_serializable(CSerializableFile *file, const char *prefix="", int32_t param_version=Version::get_version_parameter())CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_data_lockedCMachineprotected
m_gammaCStochasticGBMachineprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_labelsCMachineprotected
m_learning_rateCStochasticGBMachineprotected
m_lossCStochasticGBMachineprotected
m_machineCStochasticGBMachineprotected
m_max_train_timeCMachineprotected
m_model_selection_parametersCSGObject
m_num_iterCStochasticGBMachineprotected
m_parameter_mapCSGObject
m_parametersCSGObject
m_solver_typeCMachineprotected
m_store_model_featuresCMachineprotected
m_subset_fracCStochasticGBMachineprotected
m_weak_learnersCStochasticGBMachineprotected
map_parameters(DynArray< TParameter * > *param_base, int32_t &base_version, DynArray< const SGParamInfo * > *target_param_infos)CSGObject
migrate(DynArray< TParameter * > *param_base, const SGParamInfo *target)CSGObjectprotectedvirtual
one_to_one_migration_prepare(DynArray< TParameter * > *param_base, const SGParamInfo *target, TParameter *&replacement, TParameter *&to_migrate, char *old_name=NULL)CSGObjectprotectedvirtual
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
post_lock(CLabels *labs, CFeatures *features)CMachinevirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
save_serializable(CSerializableFile *file, const char *prefix="", int32_t param_version=Version::get_version_parameter())CSGObjectvirtual
save_serializable_post()CSGObjectprotectedvirtual
save_serializable_pre()CSGObjectprotectedvirtual
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)CMachinevirtual
set_learning_rate(float64_t lr)CStochasticGBMachine
set_loss_function(CLossFunction *f)CStochasticGBMachinevirtual
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)CMachinevirtual
set_subset_fraction(float64_t frac)CStochasticGBMachine
SGRefObject()SGRefObject
SGRefObject(const SGRefObject &orig)SGRefObject
shallow_copy() const CSGObjectvirtual
store_model_features()CMachineprotectedvirtual
supports_locking() const CMachinevirtual
train(CFeatures *data=NULL)CMachinevirtual
train_locked(SGVector< index_t > indices)CMachinevirtual
train_machine(CFeatures *data=NULL)CStochasticGBMachineprotectedvirtual
train_require_labels() const CMachineprotectedvirtual
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
versionCSGObject
~CMachine()CMachinevirtual
~CSGObject()CSGObjectvirtual
~CStochasticGBMachine()CStochasticGBMachinevirtual
~SGRefObject()SGRefObjectvirtual

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