SHOGUN  6.1.3
CSVMLightOneClass Member List

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

add_to_index(int32_t *index, int32_t elem)CSVMLight
apply(CFeatures *data=NULL)CMachinevirtual
apply_binary(CFeatures *data=NULL)CKernelMachinevirtual
apply_get_outputs(CFeatures *data)CKernelMachineprotected
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
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
C1CSVMprotected
C2CSVMprotected
calculate_svm_model(int32_t *docs, int32_t *label, float64_t *lin, float64_t *a, float64_t *a_old, float64_t *c, int32_t *working2dnum, int32_t *active2dnum)CSVMLight
call_mkl_callback(float64_t *a, int32_t *label, float64_t *lin)CSVMLight
callbackCSVMprotected
cancel_computation() const CMachine
check_optimality(int32_t *label, float64_t *a, float64_t *lin, float64_t *c, int32_t totdoc, float64_t *maxdiff, float64_t epsilon_crit_org, int32_t *misclassified, int32_t *inconsistent, int32_t *active2dnum, int32_t *last_suboptimal_at, int32_t iteration)CSVMLight
CKernelMachine()CKernelMachine
CKernelMachine(CKernel *k, const SGVector< float64_t > alphas, const SGVector< int32_t > svs, float64_t b)CKernelMachine
CKernelMachine(CKernelMachine *machine)CKernelMachine
clear_index(int32_t *index)CSVMLight
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
CMachine()CMachine
compute_index(int32_t *binfeature, int32_t range, int32_t *index)CSVMLight
compute_kernel(int32_t i, int32_t j)CSVMLightprotectedvirtual
compute_kernel_helper(void *p)CSVMLightprotectedstatic
compute_matrices_for_optimization(int32_t *docs, int32_t *label, int32_t *exclude_from_eq_const, float64_t eq_target, int32_t *chosen, int32_t *active2dnum, int32_t *key, float64_t *a, float64_t *lin, float64_t *c, int32_t varnum, int32_t totdoc, float64_t *aicache, QP *qp)CSVMLight
compute_matrices_for_optimization_parallel(int32_t *docs, int32_t *label, int32_t *exclude_from_eq_const, float64_t eq_target, int32_t *chosen, int32_t *active2dnum, int32_t *key, float64_t *a, float64_t *lin, float64_t *c, int32_t varnum, int32_t totdoc, float64_t *aicache, QP *qp)CSVMLight
compute_objective_function(float64_t *a, float64_t *lin, float64_t *c, float64_t *eps, int32_t *label, int32_t totdoc)CSVMLightvirtual
compute_svm_dual_objective()CSVM
compute_svm_primal_objective()CSVM
connect_to_signal_handler()CMachineprotected
countCSVMLightprotected
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
CSVMLight()CSVMLight
CSVMLight(float64_t C, CKernel *k, CLabels *lab)CSVMLight
CSVMLightOneClass()CSVMLightOneClass
CSVMLightOneClass(float64_t C, CKernel *k)CSVMLightOneClass
data_lock(CLabels *labs, CFeatures *features=NULL)CKernelMachinevirtual
data_unlock()CKernelMachinevirtual
deep_copy() const CSGObjectvirtual
dualCSVMLightprotected
epsilonCSVMprotected
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get(const Tag< T > &_tag) const CSGObject
get(const std::string &name) const CSGObject
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()CSVMLightOneClassvirtual
get_epsilon()CSVM
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_kernel()CKernelMachine
get_labels()CMachinevirtual
get_linadd_enabled()CKernelMachine
get_linear_term()CSVMvirtual
get_linear_term_array()CSVMprotectedvirtual
get_loaded_status()CSVM
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 CSVMLightOneClassvirtual
get_nu()CSVM
get_num_support_vectors()CKernelMachine
get_objective()CSVM
get_parameters_observable()CSGObject
get_qpsize()CSVM
get_runtime()CSVMLight
get_shrinking_enabled()CSVM
get_solver_type()CMachine
get_support_vector(int32_t idx)CKernelMachine
get_support_vectors()CKernelMachine
get_tube_epsilon()CSVM
has(const std::string &name) const CSGObject
has(const Tag< T > &tag) const CSGObject
has(const std::string &name) const CSGObject
init()CSVMLight
init_iterCSVMLightprotected
init_kernel_optimization()CKernelMachine
init_marginCSVMLightprotected
init_shrink_state(SHRINK_STATE *shrink_state, int32_t totdoc, int32_t maxhistory)CSVMLight
ioCSGObject
is_data_locked() const CMachine
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
is_label_valid(CLabels *lab) const CMachineprotectedvirtual
kernelCKernelMachineprotected
learn_parmCSVMLightprotected
list_observable_parameters()CSGObject
load(FILE *svm_file)CSVM
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_alphaCKernelMachineprotected
m_biasCKernelMachineprotected
m_cancel_computationCMachineprotected
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_mutexCMachineprotected
m_parametersCSGObject
m_pause_computationCMachineprotected
m_pause_computation_flagCMachineprotected
m_solver_typeCMachineprotected
m_store_model_featuresCMachineprotected
m_svsCKernelMachineprotected
MACHINE_PROBLEM_TYPE(PT_BINARY)CSVM
mklCSVMprotected
mkl_convergedCSVMLightprotected
modelCSVMLightprotected
model_bCSVMLightprotected
mymaxdiffCSVMLightprotected
nuCSVMprotected
objectiveCSVMprotected
observe(const ObservedValue value)CSGObjectprotected
on_complete()CMachineprotectedvirtual
on_next()CMachineprotectedvirtual
on_pause()CMachineprotectedvirtual
opt_precisionCSVMLightprotected
optimize_qp(QP *qp, float64_t *epsilon_crit, int32_t nx, float64_t *threshold, int32_t &svm_maxqpsize)CSVMLightprotected
optimize_svm(int32_t *docs, int32_t *label, int32_t *exclude_from_eq_const, float64_t eq_target, int32_t *chosen, int32_t *active2dnum, int32_t totdoc, int32_t *working2dnum, int32_t varnum, float64_t *a, float64_t *lin, float64_t *c, float64_t *aicache, QP *qp, float64_t *epsilon_crit_target)CSVMLight
optimize_to_convergence(int32_t *docs, int32_t *label, int32_t totdoc, SHRINK_STATE *shrink_state, int32_t *inconsistent, float64_t *a, float64_t *lin, float64_t *c, TIMING *timing_profile, float64_t *maxdiff, int32_t heldout, int32_t retrain)CSVMLight
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
pause_computation()CMachine
post_lock(CLabels *labs, CFeatures *features)CMachinevirtual
precision_violationsCSVMLightprotected
primalCSVMLightprotected
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
qpsizeCSVMprotected
reactivate_inactive_examples(int32_t *label, float64_t *a, SHRINK_STATE *shrink_state, float64_t *lin, float64_t *c, int32_t totdoc, int32_t iteration, int32_t *inconsistent, int32_t *docs, float64_t *aicache, float64_t *maxdiff)CSVMLightvirtual
reactivate_inactive_examples_linadd_helper(void *p)CSVMLightprotectedstatic
reactivate_inactive_examples_vanilla_helper(void *p)CSVMLightprotectedstatic
ref()CSGObject
ref_count()CSGObject
register_observable_param(const std::string &name, const SG_OBS_VALUE_TYPE type, const std::string &description)CSGObjectprotected
register_param(Tag< T > &_tag, const T &value)CSGObjectprotected
register_param(const std::string &name, const T &value)CSGObjectprotected
reset_computation_variables()CMachineprotected
resume_computation()CMachine
save(FILE *svm_file)CSVM
save_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
save_serializable_post()CSGObjectprotectedvirtual
save_serializable_pre()CSGObjectprotectedvirtual
select_next_qp_subproblem_grad(int32_t *label, float64_t *a, float64_t *lin, float64_t *c, int32_t totdoc, int32_t qp_size, int32_t *inconsistent, int32_t *active2dnum, int32_t *working2dnum, float64_t *selcrit, int32_t *select, int32_t cache_only, int32_t *key, int32_t *chosen)CSVMLight
select_next_qp_subproblem_rand(int32_t *label, float64_t *a, float64_t *lin, float64_t *c, int32_t totdoc, int32_t qp_size, int32_t *inconsistent, int32_t *active2dnum, int32_t *working2dnum, float64_t *selcrit, int32_t *select, int32_t *key, int32_t *chosen, int32_t iteration)CSVMLight
select_top_n(float64_t *selcrit, int32_t range, int32_t *select, int32_t n)CSVMLight
set(const Tag< T > &_tag, const T &value)CSGObject
set(const std::string &name, const T &value)CSGObject
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_callback_function(CMKL *m, bool(*cb)(CMKL *mkl, const float64_t *sumw, const float64_t suma))CSVM
set_defaults(int32_t num_sv=0)CSVM
set_epsilon(float64_t eps)CSVM
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_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_loaded_status(bool loaded)CSVM
set_max_train_time(float64_t t)CMachine
set_nu(float64_t nue)CSVM
set_objective(float64_t v)CSVM
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_tube_epsilon(float64_t eps)CSVM
SGObservable typedefCSGObject
SGSubject typedefCSGObject
SGSubscriber typedefCSGObject
shallow_copy() const CSGObjectvirtual
shrink_problem(SHRINK_STATE *shrink_state, int32_t *active2dnum, int32_t *last_suboptimal_at, int32_t iteration, int32_t totdoc, int32_t minshrink, float64_t *a, int32_t *inconsistent, float64_t *c, float64_t *lin, int *label)CSVMLight
shrink_state_cleanup(SHRINK_STATE *shrink_state)CSVMLight
store_model_features()CKernelMachineprotectedvirtual
subscribe_to_parameters(ParameterObserverInterface *obs)CSGObject
supports_locking() const CKernelMachinevirtual
svm_learn()CSVMLight
svm_loadedCSVMprotected
train(CFeatures *data=NULL)CMachinevirtual
train_locked(SGVector< index_t > indices)CKernelMachinevirtual
train_machine(CFeatures *data=NULL)CSVMLightOneClassprotectedvirtual
train_require_labels() const CMachineprotectedvirtual
tube_epsilonCSVMprotected
unref()CSGObject
unset_generic()CSGObject
update_linear_component(int32_t *docs, int32_t *label, int32_t *active2dnum, float64_t *a, float64_t *a_old, int32_t *working2dnum, int32_t totdoc, float64_t *lin, float64_t *aicache, float64_t *c)CSVMLightvirtual
update_linear_component_linadd_helper(void *p)CSVMLightprotectedstatic
update_linear_component_mkl(int32_t *docs, int32_t *label, int32_t *active2dnum, float64_t *a, float64_t *a_old, int32_t *working2dnum, int32_t totdoc, float64_t *lin, float64_t *aicache)CSVMLight
update_linear_component_mkl_linadd(int32_t *docs, int32_t *label, int32_t *active2dnum, float64_t *a, float64_t *a_old, int32_t *working2dnum, int32_t totdoc, float64_t *lin, float64_t *aicache)CSVMLight
update_linear_component_mkl_linadd_helper(void *p)CSVMLightstatic
update_parameter_hash()CSGObjectvirtual
use_batch_computationCKernelMachineprotected
use_biasCKernelMachineprotected
use_kernel_cacheCSVMLightprotected
use_linaddCKernelMachineprotected
use_shrinkingCSVMprotected
verbosityCSVMLightprotected
versionCSGObject
WCSVMLightprotected
~CKernelMachine()CKernelMachinevirtual
~CMachine()CMachinevirtual
~CSGObject()CSGObjectvirtual
~CSVM()CSVMvirtual
~CSVMLight()CSVMLightvirtual
~CSVMLightOneClass()CSVMLightOneClassvirtual

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