FT::Model Namespace Reference

namespace containing ML methods used in Feat More...

Classes
class	ML
	class that specifies the machine learning algorithm to pair with Feat. More...

Enumerations
enum	ML_TYPE {   LARS , Ridge , RF , SVM ,   CART , LR , L1_LR }

Functions
void	to_json (json &j, const ML &ml)
	serialization More...
void	from_json (const json &j, ML &model)
void	to_json (json &j, const shared_ptr< ML > &model)
void	from_json (const json &j, shared_ptr< ML > &model)

Variables
map< ML_TYPE, float >	C_DEFAULT

Detailed Description

namespace containing ML methods used in Feat

Enumeration Type Documentation

ML_TYPE

enum FT::Model::ML_TYPE

Enumerator
LARS
Ridge
RF
SVM
CART
LR
L1_LR

Definition at line 65 of file ml.h.

Function Documentation

from_json() [1/2]

void FT::Model::from_json	(	const json &	j,
		ML &	model
	)

Definition at line 809 of file ml.cc.

from_json() [2/2]

void FT::Model::from_json	(	const json &	j,
		shared_ptr< ML > &	model
	)

Definition at line 859 of file ml.cc.

to_json() [1/2]

void FT::Model::to_json	(	json &	j,
		const ML &	ml
	)

serialization

Definition at line 749 of file ml.cc.

to_json() [2/2]

void FT::Model::to_json	(	json &	j,
		const shared_ptr< ML > &	model
	)

Definition at line 854 of file ml.cc.

Variable Documentation

C_DEFAULT

map< ML_TYPE, float > FT::Model::C_DEFAULT

Initial value:

= {
    {LARS, 0},
    {Ridge, 1e-6},
    {LR, 1.0},
    {L1_LR, 1.0}
}

Definition at line 14 of file ml.cc.