LostTech.TensorFlow : API Documentation

Type ForestHParams

Namespace tensorflow.contrib.tensor_forest.tensor_forest

Parent PythonObjectContainer

Interfaces IForestHParams

Methods

Properties

Public instance methods

ForestHParams fill()

object fill_dyn()

Public static methods

ForestHParams NewDyn(ImplicitContainer<T> num_trees, ImplicitContainer<T> max_nodes, ImplicitContainer<T> bagging_fraction, ImplicitContainer<T> num_splits_to_consider, ImplicitContainer<T> feature_bagging_fraction, ImplicitContainer<T> max_fertile_nodes, ImplicitContainer<T> split_after_samples, ImplicitContainer<T> valid_leaf_threshold, ImplicitContainer<T> dominate_method, ImplicitContainer<T> dominate_fraction, ImplicitContainer<T> model_name, ImplicitContainer<T> split_finish_name, ImplicitContainer<T> split_pruning_name, ImplicitContainer<T> prune_every_samples, ImplicitContainer<T> early_finish_check_every_samples, ImplicitContainer<T> collate_examples, ImplicitContainer<T> checkpoint_stats, ImplicitContainer<T> use_running_stats_method, ImplicitContainer<T> initialize_average_splits, ImplicitContainer<T> inference_tree_paths, object param_file, ImplicitContainer<T> split_name, IDictionary<string, object> kwargs)

Public properties

IList<IList<object>> bagged_features get; set;

int bagged_num_features get; set;

double bagging_fraction get; set;

int base_random_seed get; set;

bool checkpoint_stats get; set;

bool collate_examples get; set;

double dominate_fraction get; set;

string dominate_method get; set;

double early_finish_check_every_samples get; set;

double feature_bagging_fraction get; set;

int finish_type get; set;

bool inference_tree_paths get; set;

bool initialize_average_splits get; set;

int leaf_model_type get; set;

int max_fertile_nodes get; set;

int max_nodes get; set;

string model_name get; set;

object num_output_columns get; set;

int num_outputs get; set;

object num_splits_to_consider get; set;

int num_trees get; set;

object param_file get; set;

double prune_every_samples get; set;

int pruning_type get; set;

object PythonObject get;

bool regression get; set;

object split_after_samples get; set;

string split_finish_name get; set;

string split_name get; set;

string split_pruning_name get; set;

object split_type get; set;

int stats_model_type get; set;

bool use_running_stats_method get; set;

int valid_leaf_threshold get; set;