#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 |
#define CHANGE_RATE 0.2 |
Definition at line 54 of file QpMcLinear.h.
Referenced by shark::QpMcLinear< InputT >::solve().
#define MAXITER_MULTIPLIER 10 |
Definition at line 59 of file QpMcLinear.h.
Referenced by shark::QpMcLinearWW< InputT >::solveSub(), shark::QpMcLinearLLW< InputT >::solveSub(), shark::QpMcLinearATS< InputT >::solveSub(), shark::QpMcLinearCS< InputT >::solveSub(), shark::QpMcLinearADM< InputT >::solveSub(), shark::QpMcLinearATM< InputT >::solveSub(), and shark::QpMcLinearReinforced< InputT >::solveSub().
#define PREF_MAX 20.0 |
Definition at line 56 of file QpMcLinear.h.
Referenced by shark::QpMcLinear< InputT >::solve().
#define PREF_MIN 0.05 |
Definition at line 55 of file QpMcLinear.h.
Referenced by shark::QpMcLinear< InputT >::solve().