GenSVM/gensvm__optimize_8h_source.html

 #ifndef GENSVM_OPTIMIZE_H
 #define GENSVM_OPTIMIZE_H

 #include "gensvm_sv.h"
 #include "gensvm_simplex.h"
 #include "gensvm_update.h"
 #include "gensvm_zv.h"

 // function declarations
 void gensvm_optimize(struct GenModel *model, struct GenData *data);
 double gensvm_get_loss(struct GenModel *model, struct GenData *data,
         struct GenWork *work);
 void gensvm_calculate_errors(struct GenModel *model, struct GenData *data,
         double *ZV);
 void gensvm_calculate_ZV_dense(struct GenModel *model, struct GenData *data,
         double *ZV);
 void gensvm_calculate_ZV_sparse(struct GenModel *model, struct GenData *data,
         double *ZV);
 void gensvm_calculate_huber(struct GenModel *model);
 void gensvm_step_doubling(struct GenModel *model);

 #endif
gensvm_calculate_ZV_dense
void gensvm_calculate_ZV_dense(struct GenModel *model, struct GenData *data, double *ZV)
Compute the product Z*V for when Z is a dense matrix.
Definition: gensvm_zv.c:108

gensvm_calculate_ZV_sparse
void gensvm_calculate_ZV_sparse(struct GenModel *model, struct GenData *data, double *ZV)
Compute the product Z*V for when Z is a sparse matrix.
Definition: gensvm_zv.c:70

gensvm_step_doubling
void gensvm_step_doubling(struct GenModel *model)
Use step doubling.
Definition: gensvm_optimize.c:206

gensvm_optimize
void gensvm_optimize(struct GenModel *model, struct GenData *data)
The main training loop for GenSVM.
Definition: gensvm_optimize.c:56

GenWork
A structure to hold the GenSVM workspace.
Definition: gensvm_base.h:151

gensvm_get_loss
double gensvm_get_loss(struct GenModel *model, struct GenData *data, struct GenWork *work)
Calculate the current value of the loss function.
Definition: gensvm_optimize.c:155

GenData
A structure to represent the data.
Definition: gensvm_base.h:57

GenModel
A structure to represent a single GenSVM model.
Definition: gensvm_base.h:92

gensvm_update.h
Header file for gensvm_update.c.

gensvm_calculate_errors
void gensvm_calculate_errors(struct GenModel *model, struct GenData *data, double *ZV)
Calculate the scalar errors.
Definition: gensvm_optimize.c:277

gensvm_zv.h
Header file for gensvm_zv.c.

gensvm_simplex.h
Header file for gensvm_simplex.c.

gensvm_sv.h
Header file for gensvm_sv.c.

gensvm_calculate_huber
void gensvm_calculate_huber(struct GenModel *model)
Calculate the Huber hinge errors.
Definition: gensvm_optimize.c:242