GenSVM/gensvm__grid_8h_source.html

 #ifndef GENSVM_GRID_H
 #define GENSVM_GRID_H

 #include "gensvm_globals.h"

 struct GenGrid {
     TrainType traintype;
     KernelType kerneltype;
     long folds;
     long repeats;
     double percentile;
     long Np;
     long Nl;
     long Nk;
     long Ne;
     long Nw;
     long Ng;
     long Nc;
     long Nd;
     int *weight_idxs;
     double *ps;
     double *lambdas;
     double *kappas;
     double *epsilons;
     double *gammas;
     double *coefs;
     double *degrees;
     char *train_data_file;
     char *test_data_file;
 };

 // function declarations
 struct GenGrid *gensvm_init_grid(void);
 void gensvm_free_grid(struct GenGrid *grid);

 #endif
GenGrid
Structure for describing the entire grid search.
Definition: gensvm_grid.h:67

GenGrid::epsilons
double * epsilons
array of epsilon values
Definition: gensvm_grid.h:103

GenGrid::Np
long Np
size of the array of p values
Definition: gensvm_grid.h:79

GenGrid::Ne
long Ne
size of the array of epsilon values
Definition: gensvm_grid.h:85

GenGrid::Nc
long Nc
size of the array of coef values
Definition: gensvm_grid.h:91

GenGrid::degrees
double * degrees
array of degree values
Definition: gensvm_grid.h:109

GenGrid::Nk
long Nk
size of the array of kappa values
Definition: gensvm_grid.h:83

GenGrid::Nw
long Nw
size of the array of weight_idx values
Definition: gensvm_grid.h:87

GenGrid::kerneltype
KernelType kerneltype
type of kernel to use throughout training
Definition: gensvm_grid.h:70

TrainType
TrainType
type of training used in parameter grid search
Definition: gensvm_globals.h:59

gensvm_globals.h
Global definitions.

GenGrid::lambdas
double * lambdas
array of lambda values
Definition: gensvm_grid.h:99

GenGrid::test_data_file
char * test_data_file
filename of test data file
Definition: gensvm_grid.h:113

GenGrid::percentile
double percentile
percentile to use for the consistency repeats
Definition: gensvm_grid.h:77

GenGrid::repeats
long repeats
Definition: gensvm_grid.h:74

GenGrid::Nl
long Nl
size of the array of lambda values
Definition: gensvm_grid.h:81

GenGrid::kappas
double * kappas
array of kappa values
Definition: gensvm_grid.h:101

GenGrid::Ng
long Ng
size of the array of gamma values
Definition: gensvm_grid.h:89

GenGrid::weight_idxs
int * weight_idxs
array of weight_idxs
Definition: gensvm_grid.h:95

GenGrid::folds
long folds
number of folds in cross validation
Definition: gensvm_grid.h:72

GenGrid::train_data_file
char * train_data_file
filename of train data file
Definition: gensvm_grid.h:111

KernelType
KernelType
type of kernel used in training
Definition: gensvm_globals.h:67

GenGrid::gammas
double * gammas
array of gamma values
Definition: gensvm_grid.h:105

GenGrid::coefs
double * coefs
array of coef values
Definition: gensvm_grid.h:107

GenGrid::traintype
TrainType traintype
type of training to use
Definition: gensvm_grid.h:68

GenGrid::Nd
long Nd
size of the array of degree values
Definition: gensvm_grid.h:93

GenGrid::ps
double * ps
array of p values
Definition: gensvm_grid.h:97

gensvm_free_grid
void gensvm_free_grid(struct GenGrid *grid)
Free a GenGrid structure.
Definition: gensvm_grid.c:88

gensvm_init_grid
struct GenGrid * gensvm_init_grid(void)
Initialize a GenGrid structure.
Definition: gensvm_grid.c:44