forpy
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This is the complete list of members for forpy::ClassificationForest, including all inherited members.
cereal::access class | forpy::ClassificationForest | friend |
ClassificationForest(const std::string &filename) | forpy::ClassificationForest | inline |
ClassificationForest(const size_t &n_trees=10, const uint &max_depth=std::numeric_limits< uint >::max(), const uint &min_samples_at_leaf=1, const uint &min_samples_at_node=2, const uint &n_valid_features_to_use=0, const bool &autoscale_valid_features=true, const uint &random_seed=1, const size_t &n_thresholds=0, const float &gain_threshold=1E-7f) | forpy::ClassificationForest | |
disable_fast_prediction() | forpy::Forest | inline |
DISALLOW_COPY_AND_ASSIGN(ClassificationForest) | forpy::ClassificationForest | private |
enable_fast_prediction() | forpy::Forest | inline |
fit(const Data< MatCRef > &data_v, const Data< MatCRef > &annotation_v, const size_t &num_threads=1, const bool &bootstrap=true, const std::vector< float > &weights=std::vector< float >()) | forpy::Forest | |
fit_dprov(const std::shared_ptr< IDataProvider > &fdata_provider, const bool &bootstrap=true) | forpy::Forest | |
Forest(const uint &n_trees=10, const uint &max_depth=std::numeric_limits< uint >::max(), const uint &min_samples_at_leaf=1, const uint &min_samples_at_node=2, const std::shared_ptr< IDecider > &decider_template=nullptr, const std::shared_ptr< ILeaf > &leaf_manager_template=nullptr, const uint &random_seed=1) | forpy::Forest | |
Forest(std::vector< std::shared_ptr< Tree >> &trees) | forpy::Forest | |
Forest(std::string filename) | forpy::Forest | |
get_decider() const | forpy::Forest | inline |
get_depths() const | forpy::Forest | inline |
get_input_data_dimensions() const | forpy::Forest | inline |
get_leaf_manager() const | forpy::Forest | inline |
get_params(const bool &=false) const | forpy::ClassificationForest | inline |
get_tree_weights() const | forpy::Forest | inline |
get_trees() const | forpy::Forest | inline |
operator<<(std::ostream &stream, const ClassificationForest &self) | forpy::ClassificationForest | friend |
operator==(const Forest &rhs) const | forpy::Forest | inline |
params | forpy::ClassificationForest | private |
predict(const Data< MatCRef > &data_v, const int &num_threads=1, const bool &use_fast_prediction_if_available=true, const bool &predict_proba=false) | forpy::Forest | inline |
predict_proba(const Data< MatCRef > &data_v, const int &num_threads=1, const bool &use_fast_prediction_if_available=true) | forpy::Forest | inline |
save(const std::string &filename) const | forpy::Forest | |
serialize(Archive &ar, const uint &) | forpy::ClassificationForest | inlineprivate |
set_params(const std::unordered_map< std::string, mu::variant< uint, size_t, float, bool >> ¶ms) | forpy::ClassificationForest | inline |
set_tree_weights(const std::vector< float > &weights) const | forpy::Forest | inline |