QpMcLinear.h File Reference
#include <shark/Core/Timer.h>
#include <shark/Algorithms/QP/QuadraticProgram.h>
#include <shark/Data/Dataset.h>
#include <shark/Data/DataView.h>
#include <shark/LinAlg/Base.h>
#include <cmath>
#include <iostream>
#include <vector>

Go to the source code of this file.

Classes

class  shark::QpMcLinear< InputT >
 Generic solver skeleton for linear multi-class SVM problems. More...
 
class  shark::QpMcLinearWW< InputT >
 Solver for the multi-class SVM by Weston & Watkins. More...
 
class  shark::QpMcLinearLLW< InputT >
 Solver for the multi-class SVM by Lee, Lin & Wahba. More...
 
class  shark::QpMcLinearATS< InputT >
 Solver for the multi-class SVM with absolute margin and total sum loss. More...
 
class  shark::QpMcLinearMMR< InputT >
 Solver for the multi-class maximum margin regression SVM. More...
 
class  shark::QpMcLinearCS< InputT >
 Solver for the multi-class SVM by Crammer & Singer. More...
 
class  shark::QpMcLinearADM< InputT >
 Solver for the multi-class SVM with absolute margin and discriminative maximum loss. More...
 
class  shark::QpMcLinearATM< InputT >
 Solver for the multi-class SVM with absolute margin and total maximum loss. More...
 
class  shark::QpMcLinearReinforced< InputT >
 Solver for the "reinforced" multi-class SVM. More...
 

Namespaces

 shark
 AbstractMultiObjectiveOptimizer.
 

Macros

#define CHANGE_RATE   0.2
 
#define PREF_MIN   0.05
 
#define PREF_MAX   20.0
 
#define MAXITER_MULTIPLIER   10
 

Macro Definition Documentation

§ CHANGE_RATE

#define CHANGE_RATE   0.2

Definition at line 54 of file QpMcLinear.h.

Referenced by shark::QpMcLinear< InputT >::solve().

§ MAXITER_MULTIPLIER

§ PREF_MAX

#define PREF_MAX   20.0

Definition at line 56 of file QpMcLinear.h.

Referenced by shark::QpMcLinear< InputT >::solve().

§ PREF_MIN

#define PREF_MIN   0.05

Definition at line 55 of file QpMcLinear.h.

Referenced by shark::QpMcLinear< InputT >::solve().