, including all inherited members.
| add_to_index(int32_t *index, int32_t elem) | CSVMLight | |
| apply(CFeatures *data=NULL) | CMachine | [virtual] |
| apply_binary(CFeatures *data=NULL) | CKernelMachine | [virtual] |
| apply_get_outputs(CFeatures *data) | CKernelMachine | [protected] |
| apply_helper(void *p) | CKernelMachine | [static] |
| apply_latent(CFeatures *data=NULL) | CMachine | [virtual] |
| apply_locked(SGVector< index_t > indices) | CMachine | [virtual] |
| apply_locked_binary(SGVector< index_t > indices) | CKernelMachine | [virtual] |
| apply_locked_get_output(SGVector< index_t > indices) | CKernelMachine | [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) | CKernelMachine | [virtual] |
| apply_locked_structured(SGVector< index_t > indices) | CMachine | [virtual] |
| apply_multiclass(CFeatures *data=NULL) | CMachine | [virtual] |
| apply_one(int32_t num) | CKernelMachine | [virtual] |
| apply_regression(CFeatures *data=NULL) | CKernelMachine | [virtual] |
| apply_structured(CFeatures *data=NULL) | CMachine | [virtual] |
| build_parameter_dictionary(CMap< TParameter *, CSGObject * > &dict) | CSGObject | |
| C1 | CSVM | [protected] |
| C2 | CSVM | [protected] |
| 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, float64_t *c, int32_t totdoc) | CSVRLight | |
| shogun::CSVMLight::call_mkl_callback(float64_t *a, int32_t *label, float64_t *lin) | CSVMLight | |
| callback | CSVM | [protected] |
| 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() | CKernelMachine | [virtual] |
| CMachine() | CMachine | |
| CMulticlassSVM class | CSVM | [friend] |
| compute_index(int32_t *binfeature, int32_t range, int32_t *index) | CSVMLight | |
| compute_kernel(int32_t i, int32_t j) | CSVRLight | [protected, virtual] |
| compute_kernel_helper(void *p) | CSVMLight | [protected, static] |
| 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) | CSVRLight | [virtual] |
| compute_svm_dual_objective() | CSVM | |
| compute_svm_primal_objective() | CSVM | |
| count | CSVMLight | [protected] |
| 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 | |
| CSVRLight() | CSVRLight | |
| CSVRLight(float64_t C, float64_t epsilon, CKernel *k, CLabels *lab) | CSVRLight | |
| data_lock(CLabels *labs, CFeatures *features=NULL) | CKernelMachine | [virtual] |
| data_unlock() | CKernelMachine | [virtual] |
| deep_copy() const | CSGObject | [virtual] |
| dual | CSVMLight | [protected] |
| epsilon | CSVM | [protected] |
| 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() | CSVRLight | [virtual] |
| get_epsilon() | CSVM | |
| get_global_io() | CSGObject | |
| get_global_parallel() | CSGObject | |
| get_global_version() | CSGObject | |
| get_kernel() | CKernelMachine | |
| get_labels() | CMachine | [virtual] |
| get_linadd_enabled() | CKernelMachine | |
| get_linear_term() | CSVM | [virtual] |
| get_linear_term_array() | CSVM | [protected, virtual] |
| 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 | CSVRLight | [virtual] |
| get_nu() | CSVM | |
| get_num_support_vectors() | CKernelMachine | |
| get_objective() | CSVM | |
| 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 | |
| init() | CSVMLight | |
| init_iter | CSVMLight | [protected] |
| init_kernel_optimization() | CKernelMachine | |
| init_margin | CSVMLight | [protected] |
| init_shrink_state(SHRINK_STATE *shrink_state, int32_t totdoc, int32_t maxhistory) | CSVMLight | |
| io | CSGObject | |
| is_data_locked() const | CMachine | |
| is_generic(EPrimitiveType *generic) const | CSGObject | [virtual] |
| is_label_valid(CLabels *lab) const | CMachine | [protected, virtual] |
| kernel | CKernelMachine | [protected] |
| learn_parm | CSVMLight | [protected] |
| 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_PARAMETER) | CSGObject | [virtual] |
| load_serializable_post() | CSGObject | [protected, virtual] |
| load_serializable_pre() | CSGObject | [protected, virtual] |
| m_alpha | CKernelMachine | [protected] |
| m_bias | CKernelMachine | [protected] |
| m_custom_kernel | CKernelMachine | [protected] |
| m_data_locked | CMachine | [protected] |
| m_hash | CSGObject | |
| m_kernel_backup | CKernelMachine | [protected] |
| m_labels | CMachine | [protected] |
| m_linear_term | CSVM | [protected] |
| m_max_train_time | CMachine | [protected] |
| m_model_selection_parameters | CSGObject | |
| m_parameter_map | CSGObject | |
| m_parameters | CSGObject | |
| m_solver_type | CMachine | [protected] |
| m_store_model_features | CMachine | [protected] |
| m_svs | CKernelMachine | [protected] |
| MACHINE_PROBLEM_TYPE(PT_REGRESSION) | CSVRLight | |
| shogun::CSVMLight::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) | CSGObject | [protected, virtual] |
| mkl | CSVM | [protected] |
| mkl_converged | CSVMLight | [protected] |
| model | CSVMLight | [protected] |
| model_b | CSVMLight | [protected] |
| mymaxdiff | CSVMLight | [protected] |
| nu | CSVM | [protected] |
| num_vectors | CSVRLight | [protected] |
| objective | CSVM | [protected] |
| one_to_one_migration_prepare(DynArray< TParameter * > *param_base, const SGParamInfo *target, TParameter *&replacement, TParameter *&to_migrate, char *old_name=NULL) | CSGObject | [protected, virtual] |
| opt_precision | CSVMLight | [protected] |
| optimize_qp(QP *qp, float64_t *epsilon_crit, int32_t nx, float64_t *threshold, int32_t &svm_maxqpsize) | CSVMLight | [protected] |
| 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 | |
| parallel | CSGObject | |
| post_lock(CLabels *labs, CFeatures *features) | CMachine | [virtual] |
| precision_violations | CSVMLight | [protected] |
| primal | CSVMLight | [protected] |
| print_modsel_params() | CSGObject | |
| print_serializable(const char *prefix="") | CSGObject | [virtual] |
| qpsize | CSVM | [protected] |
| 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) | CSVRLight | [virtual] |
| reactivate_inactive_examples_linadd_helper(void *p) | CSVMLight | [protected, static] |
| reactivate_inactive_examples_vanilla_helper(void *p) | CSVMLight | [protected, static] |
| regression_fix_index(int32_t i) | CSVRLight | [protected] |
| regression_fix_index2(int32_t i, int32_t num_vectors) | CSVRLight | [protected, static] |
| save(FILE *svm_file) | CSVM | |
| save_serializable(CSerializableFile *file, const char *prefix="", int32_t param_version=VERSION_PARAMETER) | CSGObject | [virtual] |
| save_serializable_post() | CSGObject | [protected, virtual] |
| save_serializable_pre() | CSGObject | [protected, virtual] |
| 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_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_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) | CMachine | [virtual] |
| set_linadd_enabled(bool enable) | CKernelMachine | |
| set_linear_term(const SGVector< float64_t > linear_term) | CSVM | [virtual] |
| 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) | CMachine | [virtual] |
| 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 | |
| shallow_copy() const | CSGObject | [virtual] |
| 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() | CKernelMachine | [protected, virtual] |
| supports_locking() const | CKernelMachine | [virtual] |
| svm_learn() | CSVMLight | |
| svm_loaded | CSVM | [protected] |
| svr_learn() | CSVRLight | |
| train(CFeatures *data=NULL) | CMachine | [virtual] |
| train_locked(SGVector< index_t > indices) | CKernelMachine | [virtual] |
| train_machine(CFeatures *data=NULL) | CSVRLight | [protected, virtual] |
| train_require_labels() const | CMachine | [protected, virtual] |
| tube_epsilon | CSVM | [protected] |
| 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) | CSVRLight | [virtual] |
| update_linear_component_linadd_helper(void *params) | CSVRLight | [protected, static] |
| 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, float64_t *c) | CSVRLight | [virtual] |
| shogun::CSVMLight::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, float64_t *c) | CSVRLight | [virtual] |
| shogun::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) | CSVMLight | [static] |
| update_parameter_hash() | CSGObject | [protected, virtual] |
| use_batch_computation | CKernelMachine | [protected] |
| use_bias | CKernelMachine | [protected] |
| use_kernel_cache | CSVMLight | [protected] |
| use_linadd | CKernelMachine | [protected] |
| use_shrinking | CSVM | [protected] |
| verbosity | CSVMLight | [protected] |
| version | CSGObject | |
| W | CSVMLight | [protected] |
| ~CKernelMachine() | CKernelMachine | [virtual] |
| ~CMachine() | CMachine | [virtual] |
| ~CSGObject() | CSGObject | [virtual] |
| ~CSVM() | CSVM | [virtual] |
| ~CSVMLight() | CSVMLight | [virtual] |
| ~CSVRLight() | CSVRLight | [virtual] |
