Inheritance diagram for MedQRFParams:

Public Member Functions
	ADD_SERIALIZATION_FUNCS (ntrees, maxq, learn_nthreads, predict_nthreads, type, max_samp, samp_factor, samp_vec, ntry, get_only_this_categ, max_depth, take_all_samples, spread, keep_all_values, sparse_values, min_node, n_categ, collect_oob, get_count, quantiles) void post_deserialization()

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)

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	ntrees

int	maxq

int	learn_nthreads

int	predict_nthreads

QRF_TreeType	type

int	max_samp
	M if > 0 & sampsize is NULL : the maximal sampsize we will take from each category.

float	samp_factor
	if > 0 & sampsize if NULL : the maximal factor of samples between the 2 largest categories

vector< int >	samp_vec
	to be used when sampsize is NULL and max_samp,samp_vector > 0

int *	sampsize

int	ntry
	if ntry <= 0: ntry = (int)(sqrt((double)nfeat) + 1.0);

int	get_only_this_categ

int	max_depth
	maximial depth of tree branches - if 0 no limit

bool	take_all_samples
	use all samples - no sampling in building tree

float	spread

bool	keep_all_values
	For quantile regression.

bool	sparse_values
	For keeping all values as a value-index(int):count(char) vector.

int	min_node

int	n_categ

int	collect_oob

int	get_count

vector< float >	quantiles
	For quantile regression.

The documentation for this struct was generated from the following file:

Internal/MedAlgo/MedAlgo/MedQRF.h

Public Member Functions

Data Fields