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SHOGUN
4.1.0
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SHOGUN
4.1.0
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This is the complete list of members for CCARTree, including all inherited members.
| apply(CFeatures *data=NULL) | CMachine | virtual |
| apply_binary(CFeatures *data=NULL) | CMachine | virtual |
| apply_from_current_node(CDenseFeatures< float64_t > *feats, bnode_t *current) | CCARTree | protected |
| 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) | CCARTree | virtual |
| apply_one(int32_t i) | CMachine | virtual |
| apply_regression(CFeatures *data=NULL) | CCARTree | virtual |
| apply_structured(CFeatures *data=NULL) | CMachine | virtual |
| bnode_t typedef | CTreeMachine< CARTreeNodeData > | |
| build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict) | CSGObject | |
| CARTtrain(CFeatures *data, SGVector< float64_t > weights, CLabels *labels, int32_t level) | CCARTree | protectedvirtual |
| CBaseMulticlassMachine() | CBaseMulticlassMachine | |
| CCARTree() | CCARTree | |
| CCARTree(SGVector< bool > attribute_types, EProblemType prob_type=PT_MULTICLASS) | CCARTree | |
| CCARTree(SGVector< bool > attribute_types, EProblemType prob_type, int32_t num_folds, bool cv_prune) | CCARTree | |
| clear_feature_types() | CCARTree | |
| clear_weights() | CCARTree | |
| clone() | CSGObject | virtual |
| clone_tree() | CTreeMachine< CARTreeNodeData > | |
| CMachine() | CMachine | |
| compute_best_attribute(SGMatrix< float64_t > mat, SGVector< float64_t > weights, SGVector< float64_t > labels_vec, SGVector< float64_t > left, SGVector< float64_t > right, SGVector< bool > is_left_final, int32_t &num_missing, int32_t &count_left, int32_t &count_right) | CCARTree | protectedvirtual |
| compute_error(CLabels *labels, CLabels *reference, SGVector< float64_t > weights) | CCARTree | protected |
| CSGObject() | CSGObject | |
| CSGObject(const CSGObject &orig) | CSGObject | |
| CTreeMachine() | CTreeMachine< CARTreeNodeData > | |
| cut_weakest_link(bnode_t *node, float64_t alpha) | CCARTree | protected |
| data_lock(CLabels *labs, CFeatures *features) | CMachine | virtual |
| data_unlock() | CMachine | virtual |
| deep_copy() const | CSGObject | virtual |
| EQ_DELTA | CCARTree | static |
| equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false) | CSGObject | virtual |
| find_weakest_alpha(bnode_t *node) | CCARTree | protected |
| form_t1(bnode_t *node) | CCARTree | protected |
| gain(SGVector< float64_t > wleft, SGVector< float64_t > wright, SGVector< float64_t > wtotal, SGVector< float64_t > labels) | CCARTree | protected |
| gain(SGVector< float64_t > wleft, SGVector< float64_t > wright, SGVector< float64_t > wtotal) | CCARTree | protected |
| get_classifier_type() | CMachine | virtual |
| get_feature_types() const | CCARTree | |
| get_global_io() | CSGObject | |
| get_global_parallel() | CSGObject | |
| get_global_version() | CSGObject | |
| get_label_epsilon() | CCARTree | |
| get_labels() | CMachine | virtual |
| get_machine_problem_type() const | CCARTree | virtual |
| get_max_depth() const | CCARTree | |
| get_max_train_time() | CMachine | |
| get_min_node_size() const | CCARTree | |
| 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 | CCARTree | virtual |
| get_num_folds() const | CCARTree | |
| get_num_machines() const | CBaseMulticlassMachine | |
| get_root() | CTreeMachine< CARTreeNodeData > | |
| get_solver_type() | CMachine | |
| get_unique_labels(SGVector< float64_t > labels_vec, int32_t &n_ulabels) | CCARTree | protected |
| get_weights() const | CCARTree | |
| gini_impurity_index(SGVector< float64_t > weighted_lab_classes, float64_t &total_weight) | CCARTree | protected |
| handle_missing_vecs_for_continuous_surrogate(SGMatrix< float64_t > m, CDynamicArray< int32_t > *missing_vecs, CDynamicArray< float64_t > *association_index, CDynamicArray< int32_t > *intersect_vecs, SGVector< bool > is_left, SGVector< float64_t > weights, float64_t p, int32_t attr) | CCARTree | protected |
| handle_missing_vecs_for_nominal_surrogate(SGMatrix< float64_t > m, CDynamicArray< int32_t > *missing_vecs, CDynamicArray< float64_t > *association_index, CDynamicArray< int32_t > *intersect_vecs, SGVector< bool > is_left, SGVector< float64_t > weights, float64_t p, int32_t attr) | CCARTree | protected |
| init() | CCARTree | protected |
| io | CSGObject | |
| is_data_locked() const | CMachine | |
| is_generic(EPrimitiveType *generic) const | CSGObject | virtual |
| is_label_valid(CLabels *lab) const | CCARTree | virtual |
| least_squares_deviation(SGVector< float64_t > labels, SGVector< float64_t > weights, float64_t &total_weight) | CCARTree | protected |
| load_serializable(CSerializableFile *file, const char *prefix="") | CSGObject | virtual |
| load_serializable_post() | CSGObject | protectedvirtual |
| load_serializable_pre() | CSGObject | protectedvirtual |
| m_alphas | CCARTree | protected |
| m_apply_cv_pruning | CCARTree | protected |
| m_data_locked | CMachine | protected |
| m_folds | CCARTree | protected |
| m_gradient_parameters | CSGObject | |
| m_hash | CSGObject | |
| m_label_epsilon | CCARTree | protected |
| m_labels | CMachine | protected |
| m_machines | CBaseMulticlassMachine | protected |
| m_max_depth | CCARTree | protected |
| m_max_train_time | CMachine | protected |
| m_min_node_size | CCARTree | protected |
| m_mode | CCARTree | protected |
| m_model_selection_parameters | CSGObject | |
| m_nominal | CCARTree | protected |
| m_parameters | CSGObject | |
| m_root | CTreeMachine< CARTreeNodeData > | protected |
| m_solver_type | CMachine | protected |
| m_store_model_features | CMachine | protected |
| m_types_set | CCARTree | protected |
| m_weights | CCARTree | protected |
| m_weights_set | CCARTree | protected |
| MIN_SPLIT_GAIN | CCARTree | static |
| MISSING | CCARTree | static |
| node_t typedef | CTreeMachine< CARTreeNodeData > | |
| 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 |
| prune_by_cross_validation(CDenseFeatures< float64_t > *data, int32_t folds) | CCARTree | protected |
| prune_tree(CTreeMachine< CARTreeNodeData > *tree) | CCARTree | protected |
| prune_using_test_dataset(CDenseFeatures< float64_t > *feats, CLabels *gnd_truth, SGVector< float64_t > weights=SGVector< float64_t >()) | CCARTree | |
| save_serializable(CSerializableFile *file, const char *prefix="") | CSGObject | virtual |
| save_serializable_post() | CSGObject | protectedvirtual |
| save_serializable_pre() | CSGObject | protectedvirtual |
| set_cv_pruning() | CCARTree | |
| set_feature_types(SGVector< bool > ft) | CCARTree | |
| 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_label_epsilon(float64_t epsilon) | CCARTree | |
| set_labels(CLabels *lab) | CCARTree | virtual |
| set_machine_problem_type(EProblemType mode) | CCARTree | |
| set_max_depth(int32_t depth) | CCARTree | |
| set_max_train_time(float64_t t) | CMachine | |
| set_min_node_size(int32_t nsize) | CCARTree | |
| set_num_folds(int32_t folds) | CCARTree | |
| set_root(CTreeMachineNode< CARTreeNodeData > *root) | CTreeMachine< CARTreeNodeData > | |
| set_solver_type(ESolverType st) | CMachine | |
| set_store_model_features(bool store_model) | CMachine | virtual |
| set_weights(SGVector< float64_t > w) | CCARTree | |
| shallow_copy() const | CSGObject | virtual |
| store_model_features() | CTreeMachine< CARTreeNodeData > | protectedvirtual |
| supports_locking() const | CMachine | virtual |
| surrogate_split(SGMatrix< float64_t > data, SGVector< float64_t > weights, SGVector< bool > nm_left, int32_t attr) | CCARTree | protected |
| train(CFeatures *data=NULL) | CMachine | virtual |
| train_locked(SGVector< index_t > indices) | CMachine | virtual |
| train_machine(CFeatures *data=NULL) | CCARTree | protectedvirtual |
| train_require_labels() const | CMachine | protectedvirtual |
| unset_cv_pruning() | CCARTree | |
| unset_generic() | CSGObject | |
| update_parameter_hash() | CSGObject | virtual |
| version | CSGObject | |
| ~CBaseMulticlassMachine() | CBaseMulticlassMachine | virtual |
| ~CCARTree() | CCARTree | virtual |
| ~CMachine() | CMachine | virtual |
| ~CSGObject() | CSGObject | virtual |
| ~CTreeMachine() | CTreeMachine< CARTreeNodeData > | virtual |