Inheritance diagram for IterativeImputerParams:

Public Member Functions
int	init (map< string, string > &mapper)
	Virtual to init object from parsed fields.

	ADD_SERIALIZATION_FUNCS (features_to_impute, regressor, regressor_params, multi_categ_classifier, multi_categ_classifier_params, add_ncateg_var_name, round1_strata, do_round1, round1_moment, categorial_bound, max_iterations, p_validation, min_vals_for_training, missing_value, round_to_resolution, verbose, missing_bound)

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 &param)

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
vector< string >	features_to_impute = {}

string	regressor = "qrf"

string	regressor_params = "type=regression;ntrees=30;min_node=100;spread=0.1;learn_nthreads=40;predict_nthreads=40"

string	multi_categ_classifier = "qrf"

string	multi_categ_classifier_params = "type=categorical_entropy;ntrees=30;min_node=10;learn_nthreads=40;predict_nthreads=40"

string	add_ncateg_var_name = "n_categ"

string	round1_strata = "Age,40,80,5:Gender,1,2,1"

int	do_round1 = 1

int	round1_moment = 0

int	categorial_bound = 0

int	max_iterations = 1

float	p_validation = (float)0.1

int	min_vals_for_training = 10000

float	missing_value = MED_MAT_MISSING_VALUE

int	round_to_resolution = 1

int	verbose = 1

float	missing_bound = 0.5

int	min_vals_for_impute = 1000

Member Function Documentation

◆ init()

int IterativeImputerParams::init ( map< string, string > & map )

virtual

Virtual to init object from parsed fields.

[IterativeImputerParams::init]

Reimplemented from SerializableObject.

The documentation for this class was generated from the following files:

Internal/MedProcessTools/MedProcessTools/IterativeImputer.h
Internal/MedProcessTools/MedProcessTools/IterativeImputer.cpp

Public Member Functions

Data Fields

Member Function Documentation

◆ init()