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CMKLClassification Member List

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

apply(CFeatures *data=NULL)CMachinevirtual
apply_binary(CFeatures *data=NULL)CKernelMachinevirtual
apply_get_outputs(CFeatures *data)CKernelMachineprotected
apply_helper(void *p)CKernelMachinestatic
apply_latent(CFeatures *data=NULL)CMachinevirtual
apply_locked(SGVector< index_t > indices)CMachinevirtual
apply_locked_binary(SGVector< index_t > indices)CKernelMachinevirtual
apply_locked_get_output(SGVector< index_t > indices)CKernelMachinevirtual
apply_locked_latent(SGVector< index_t > indices)CMachinevirtual
apply_locked_multiclass(SGVector< index_t > indices)CMachinevirtual
apply_locked_regression(SGVector< index_t > indices)CKernelMachinevirtual
apply_locked_structured(SGVector< index_t > indices)CMachinevirtual
apply_multiclass(CFeatures *data=NULL)CMachinevirtual
apply_one(int32_t num)CKernelMachinevirtual
apply_regression(CFeatures *data=NULL)CKernelMachinevirtual
apply_structured(CFeatures *data=NULL)CMachinevirtual
beta_localCMKLprotected
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
C1CSVMprotected
C2CSVMprotected
C_mklCMKLprotected
callbackCSVMprotected
check_glp_status(glp_prob *lp)CMKLprotected
CKernelMachine()CKernelMachine
CKernelMachine(CKernel *k, const SGVector< float64_t > alphas, const SGVector< int32_t > svs, float64_t b)CKernelMachine
CKernelMachine(CKernelMachine *machine)CKernelMachine
cleanup_cplex()CMKLprotected
cleanup_glpk()CMKLprotected
clone()CSGObjectvirtual
CMachine()CMachine
CMKL(CSVM *s=NULL)CMKL
CMKLClassification(CSVM *s=NULL)CMKLClassification
compute_elasticnet_dual_objective()CMKL
compute_mkl_dual_objective()CMKLvirtual
compute_mkl_primal_objective()CMKL
compute_optimal_betas_block_norm(float64_t *beta, const float64_t *old_beta, const int32_t num_kernels, const float64_t *sumw, const float64_t suma, const float64_t mkl_objective)CMKLprotected
compute_optimal_betas_directly(float64_t *beta, const float64_t *old_beta, const int32_t num_kernels, const float64_t *sumw, const float64_t suma, const float64_t mkl_objective)CMKLprotected
compute_optimal_betas_elasticnet(float64_t *beta, const float64_t *old_beta, const int32_t num_kernels, const float64_t *sumw, const float64_t suma, const float64_t mkl_objective)CMKLprotected
compute_optimal_betas_newton(float64_t *beta, const float64_t *old_beta, int32_t num_kernels, const float64_t *sumw, float64_t suma, float64_t mkl_objective)CMKLprotected
compute_optimal_betas_via_cplex(float64_t *beta, const float64_t *old_beta, int32_t num_kernels, const float64_t *sumw, float64_t suma, int32_t &inner_iters)CMKLprotected
compute_optimal_betas_via_glpk(float64_t *beta, const float64_t *old_beta, int num_kernels, const float64_t *sumw, float64_t suma, int32_t &inner_iters)CMKLprotected
compute_sum_alpha()CMKLClassificationvirtual
compute_sum_beta(float64_t *sumw)CMKLvirtual
compute_svm_dual_objective()CSVM
compute_svm_primal_objective()CSVM
converged()CMKLprotectedvirtual
create_new_model(int32_t num)CKernelMachine
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
CSVM(int32_t num_sv=0)CSVM
CSVM(float64_t C, CKernel *k, CLabels *lab)CSVM
data_lock(CLabels *labs, CFeatures *features=NULL)CKernelMachinevirtual
data_unlock()CKernelMachinevirtual
deep_copy() const CSGObjectvirtual
elasticnet_dual(float64_t *ff, float64_t *gg, float64_t *hh, const float64_t &del, const float64_t *nm, int32_t len, const float64_t &lambda)CMKLprotected
elasticnet_transform(float64_t *beta, float64_t lmd, int32_t len)CMKLprotected
ent_lambdaCMKLprotected
envCMKLprotected
epsilonCSVMprotected
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get_alpha(int32_t idx)CKernelMachine
get_alphas()CKernelMachine
get_batch_computation_enabled()CKernelMachine
get_bias()CKernelMachine
get_bias_enabled()CKernelMachine
get_C1()CSVM
get_C2()CSVM
get_classifier_type()CMKLClassificationprotectedvirtual
get_epsilon()CSVM
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_interleaved_optimization_enabled()CMKL
get_kernel()CKernelMachine
get_labels()CMachinevirtual
get_linadd_enabled()CKernelMachine
get_linear_term()CSVMvirtual
get_linear_term_array()CSVMprotectedvirtual
get_machine_problem_type() const CMachinevirtual
get_max_train_time()CMachine
get_mkl_epsilon()CMKL
get_mkl_iterations()CMKL
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 CMKLClassificationvirtual
get_nu()CSVM
get_num_support_vectors()CKernelMachine
get_objective()CSVM
get_qpsize()CSVM
get_shrinking_enabled()CSVM
get_solver_type()CMachine
get_support_vector(int32_t idx)CKernelMachine
get_support_vectors()CKernelMachine
get_svm()CMKL
get_tube_epsilon()CSVM
init_cplex()CMKLprotected
init_glpk()CMKLprotected
init_kernel_optimization()CKernelMachine
init_solver()CMKLprotected
init_training()CMKLClassificationprotectedvirtual
interleaved_optimizationCMKLprotected
ioCSGObject
is_data_locked() const CMachine
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
is_label_valid(CLabels *lab) const CMachineprotectedvirtual
kernelCKernelMachineprotected
load(FILE *svm_file)CSVM
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
lp_cplexCMKLprotected
lp_glpkCMKLprotected
lp_glpk_parmCMKLprotected
lp_initializedCMKLprotected
m_alphaCKernelMachineprotected
m_biasCKernelMachineprotected
m_custom_kernelCKernelMachineprotected
m_data_lockedCMachineprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_kernel_backupCKernelMachineprotected
m_labelsCMachineprotected
m_linear_termCSVMprotected
m_max_train_timeCMachineprotected
m_model_selection_parametersCSGObject
m_parameter_mapCSGObject
m_parametersCSGObject
m_solver_typeCMachineprotected
m_store_model_featuresCMachineprotected
m_svsCKernelMachineprotected
MACHINE_PROBLEM_TYPE(PT_BINARY)CSVM
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
mklCSVMprotected
mkl_block_normCMKLprotected
mkl_epsilonCMKLprotected
mkl_iterationsCMKLprotected
mkl_normCMKLprotected
nuCSVMprotected
objectiveCSVMprotected
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
perform_mkl_step(const float64_t *sumw, float64_t suma)CMKLvirtual
perform_mkl_step(float64_t *beta, float64_t *old_beta, int num_kernels, int32_t *label, int32_t *active2dnum, float64_t *a, float64_t *lin, float64_t *sumw, int32_t &inner_iters)CMKLprotected
perform_mkl_step_helper(CMKL *mkl, const float64_t *sumw, const float64_t suma)CMKLstatic
post_lock(CLabels *labs, CFeatures *features)CMachinevirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
qpsizeCSVMprotected
rhoCMKLprotected
save(FILE *svm_file)CSVM
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_alpha(int32_t idx, float64_t val)CKernelMachine
set_alphas(SGVector< float64_t > alphas)CKernelMachine
set_batch_computation_enabled(bool enable)CKernelMachine
set_bias(float64_t bias)CKernelMachine
set_bias_enabled(bool enable_bias)CKernelMachine
set_C(float64_t c_neg, float64_t c_pos)CSVM
set_C_mkl(float64_t C)CMKL
set_callback_function(CMKL *m, bool(*cb)(CMKL *mkl, const float64_t *sumw, const float64_t suma))CSVM
set_constraint_generator(CSVM *s)CMKL
set_defaults(int32_t num_sv=0)CSVM
set_elasticnet_lambda(float64_t elasticnet_lambda)CMKL
set_epsilon(float64_t eps)CSVM
set_generic()CSGObject
set_global_io(SGIO *io)CSGObject
set_global_parallel(Parallel *parallel)CSGObject
set_global_version(Version *version)CSGObject
set_interleaved_optimization_enabled(bool enable)CMKL
set_kernel(CKernel *k)CKernelMachine
set_labels(CLabels *lab)CMachinevirtual
set_linadd_enabled(bool enable)CKernelMachine
set_linear_term(const SGVector< float64_t > linear_term)CSVMvirtual
set_max_train_time(float64_t t)CMachine
set_mkl_block_norm(float64_t q)CMKL
set_mkl_epsilon(float64_t eps)CMKL
set_mkl_norm(float64_t norm)CMKL
set_nu(float64_t nue)CSVM
set_objective(float64_t v)CSVM
set_qnorm_constraints(float64_t *beta, int32_t num_kernels)CMKLprotected
set_qpsize(int32_t qps)CSVM
set_shrinking_enabled(bool enable)CSVM
set_solver_type(ESolverType st)CMachine
set_store_model_features(bool store_model)CMachinevirtual
set_support_vector(int32_t idx, int32_t val)CKernelMachine
set_support_vectors(SGVector< int32_t > svs)CKernelMachine
set_svm(CSVM *s)CMKL
set_tube_epsilon(float64_t eps)CSVM
SGRefObject()SGRefObject
SGRefObject(const SGRefObject &orig)SGRefObject
shallow_copy() const CSGObjectvirtual
store_model_features()CKernelMachineprotectedvirtual
supports_locking() const CKernelMachinevirtual
svmCMKLprotected
svm_loadedCSVMprotected
train(CFeatures *data=NULL)CMachinevirtual
train_locked(SGVector< index_t > indices)CKernelMachinevirtual
train_machine(CFeatures *data=NULL)CMKLprotectedvirtual
train_require_labels() const CMachineprotectedvirtual
training_time_clockCMKLprotected
tube_epsilonCSVMprotected
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
use_batch_computationCKernelMachineprotected
use_biasCKernelMachineprotected
use_linaddCKernelMachineprotected
use_shrinkingCSVMprotected
versionCSGObject
WCMKLprotected
w_gapCMKLprotected
~CKernelMachine()CKernelMachinevirtual
~CMachine()CMachinevirtual
~CMKL()CMKLvirtual
~CMKLClassification()CMKLClassificationvirtual
~CSGObject()CSGObjectvirtual
~CSVM()CSVMvirtual
~SGRefObject()SGRefObjectvirtual

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