forpy  2
forpy::ClassificationForest Member List

This is the complete list of members for forpy::ClassificationForest, including all inherited members.

cereal::access classforpy::ClassificationForestfriend
ClassificationForest(const std::string &filename)forpy::ClassificationForestinline
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::Forestinline
DISALLOW_COPY_AND_ASSIGN(ClassificationForest)forpy::ClassificationForestprivate
enable_fast_prediction()forpy::Forestinline
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() constforpy::Forestinline
get_depths() constforpy::Forestinline
get_input_data_dimensions() constforpy::Forestinline
get_leaf_manager() constforpy::Forestinline
get_params(const bool &=false) constforpy::ClassificationForestinline
get_tree_weights() constforpy::Forestinline
get_trees() constforpy::Forestinline
operator<<(std::ostream &stream, const ClassificationForest &self)forpy::ClassificationForestfriend
operator==(const Forest &rhs) constforpy::Forestinline
paramsforpy::ClassificationForestprivate
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::Forestinline
predict_proba(const Data< MatCRef > &data_v, const int &num_threads=1, const bool &use_fast_prediction_if_available=true)forpy::Forestinline
save(const std::string &filename) constforpy::Forest
serialize(Archive &ar, const uint &)forpy::ClassificationForestinlineprivate
set_params(const std::unordered_map< std::string, mu::variant< uint, size_t, float, bool >> &params)forpy::ClassificationForestinline
set_tree_weights(const std::vector< float > &weights) constforpy::Forestinline