MedXGBParams Struct Reference

Inheritance diagram for MedXGBParams:

Data Fields
string	booster
string	objective
float	eta
float	gamma
int	min_child_weight
int	max_depth
int	num_round
vector< string >	eval_metric
int	silent
float	missing_value
int	num_class
float	colsample_bytree
float	colsample_bylevel
float	subsample
float	scale_pos_weight
string	tree_method
float	lambda
float	alpha
int	seed
int	verbose_eval
float	validate_frac
string	split_penalties
string	monotone_constraints

Additional Inherited Members
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

---

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

• Internal/MedAlgo/MedAlgo/MedXGB.h