Inheritance diagram for QRF_Forest:
Public Member Functions | |
| int | get_forest (double *x, double *y, int nfeat, int nsamples, int *sampsize, int ntry, int ntrees, int maxq) |
| int | get_forest (float *x, int *y, int nfeat, int nsamples, int *sampsize, int ntry, int ntrees, int maxq) |
| int | get_forest_regression_trees (float *x, float *y, int nfeat, int nsamples, int sampsize, int ntry, int ntrees, int maxq, int min_node, float spread) |
| int | get_forest_categorical (float *x, float *y, const float *w, int nfeat, int nsamples, int *sampsize, int ntry, int ntrees, int maxq, int min_node, int ncateg, int splitting_method) |
| int | score_samples (float *x, int nfeat, int nsamples, float *&res) const |
| int | score_samples (float *x_in, int nfeat, int nsamples, float *&res, int get_counts) const |
| int | score_samples_t (double *x, int nfeat, int nsamples, double *&res) |
| void | get_single_score_fast (qrf_scoring_thread_params ¶ms, const vector< float > &x, vector< float > &preds) const |
| void | write (FILE *fp) |
| void | variableImportance (vector< pair< short, double > > &rankedFeatures, unsigned int nFeatures) |
 Public Member Functions inherited from SerializableObject | |
| virtual int | version () const |
| Relevant for serializations. | |
| virtual string | my_class_name () const |
| For better handling of serializations it is highly recommended that each SerializableObject inheriting class will implement the next method. | |
| virtual void | serialized_fields_name (vector< string > &field_names) const |
| The names of the serialized fields. | |
| virtual void * | new_polymorphic (string derived_name) |
| for polymorphic classes that want to be able to serialize/deserialize a pointer * to the derived class given its type one needs to implement this function to return a new to the derived class given its type (as in my_type) | |
| virtual void | pre_serialization () |
| virtual void | post_deserialization () |
| virtual size_t | get_size () |
| Gets bytes sizes for serializations. | |
| virtual size_t | serialize (unsigned char *blob) |
| Serialiazing object to blob memory. return number ob bytes wrote to memory. | |
| virtual size_t | deserialize (unsigned char *blob) |
| Deserialiazing blob to object. returns number of bytes read. | |
| size_t | serialize_vec (vector< unsigned char > &blob) |
| size_t | deserialize_vec (vector< unsigned char > &blob) |
| virtual size_t | serialize (vector< unsigned char > &blob) |
| virtual size_t | deserialize (vector< unsigned char > &blob) |
| virtual int | read_from_file (const string &fname) |
| read and deserialize model | |
| virtual int | write_to_file (const string &fname) |
| serialize model and write to file | |
| virtual int | read_from_file_unsafe (const string &fname) |
| read and deserialize model without checking version number - unsafe read | |
| int | init_from_string (string init_string) |
| Init from string. | |
| int | init_params_from_file (string init_file) |
| int | init_param_from_file (string file_str, string ¶m) |
| virtual int | init (map< string, string > &map) |
| Virtual to init object from parsed fields. | |
| int | update_from_string (const string &init_string) |
| virtual int | update (map< string, string > &map) |
| Virtual to update object from parsed fields. | |
| virtual string | object_json () const |
Data Fields | |
| int | mode |
| int | min_node_size |
| float | min_spread |
| int | n_categ |
| int | get_counts_flag |
| int | get_only_this_categ |
| bool | keep_all_values |
| bool | sparse_values |
| vector< float > | quantiles |
| vector< float > | sorted_values |
| vector< int > | groups |
| vector< QRF_ResTree > | qtrees |
| int | collect_oob |
| vector< vector< float > > | oob_scores |
| int | nthreads |
| bool | take_all_samples |
| int | max_depth |
The documentation for this class was generated from the following files:
- Internal/QRF/QRF/QRF.h
- Internal/QRF/QRF/QRF.cpp
