Parameters fo Gibbs Sampling. More...
#include <GibbsSampler.h>
Inheritance diagram for Gibbs_Params:
Public Member Functions | |
| int | init (map< string, string > &map) |
| Virtual to init object from parsed fields. | |
 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) |
| 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 | kmeans |
| If > 0 will use kmeans to find clusters and look on each cluster y distribution - select 1 randomly and learn that. | |
| float | selection_ratio |
| selection_ratio for kMeans - down sample | |
| int | selection_count |
| selection down sample count | |
| bool | select_with_repeats |
| If true will selct with repeats. | |
| int | max_iters |
| max_iters for kmeans | |
| string | predictor_type |
| predictor args for multi-class | |
| string | predictor_args |
| predictor args for multi-class | |
| string | num_class_setup |
| param to control number of classes if needed in predictor | |
| BinSettings | bin_settings |
| binning method for each signal | |
| float | calibration_save_ratio |
| if given will use calibrate each prediction score on the saved_ratio. [0, 1] | |
| string | calibration_string |
| if calibration_save_ratio > 0 will use this init for calibration string | |
Detailed Description
Parameters fo Gibbs Sampling.
Member Function Documentation
◆ init()
|
virtual |
Virtual to init object from parsed fields.
Reimplemented from SerializableObject.
The documentation for this class was generated from the following files:
- Internal/MedStat/MedStat/GibbsSampler.h
- Internal/MedStat/MedStat/GibbsSampler.cpp
