Structure for describing the entire grid search. More...

#include <gensvm_grid.h>

Public Attributes
TrainType	traintype
	type of training to use More...

KernelType	kerneltype
	type of kernel to use throughout training More...

long	folds
	number of folds in cross validation More...

long	repeats

double	percentile
	percentile to use for the consistency repeats More...

long	Np
	size of the array of p values More...

long	Nl
	size of the array of lambda values More...

long	Nk
	size of the array of kappa values More...

long	Ne
	size of the array of epsilon values More...

long	Nw
	size of the array of weight_idx values More...

long	Ng
	size of the array of gamma values More...

long	Nc
	size of the array of coef values More...

long	Nd
	size of the array of degree values More...

int *	weight_idxs
	array of weight_idxs More...

double *	ps
	array of p values More...

double *	lambdas
	array of lambda values More...

double *	kappas
	array of kappa values More...

double *	epsilons
	array of epsilon values More...

double *	gammas
	array of gamma values More...

double *	coefs
	array of coef values More...

double *	degrees
	array of degree values More...

char *	train_data_file
	filename of train data file More...

char *	test_data_file
	filename of test data file More...

Detailed Description

Structure for describing the entire grid search.

Parameters

traintype	type of training to use
kerneltype	type of kernel to use throughout training
repeats	number of repeats to be done after the grid search to find the parameter set with the most consistent high performance
folds	number of folds in cross validation
Np	size of the array of p values
Nl	size of the array of lambda values
Nk	size of the array of kappa values
Ne	size of the array of epsilon values
Nw	size of the array of weight_idx values
Ng	size of the array of gamma values
Nc	size of the array of coef values
Nd	size of the array of degree values
*weight_idxs	array of weight_idxs
*ps	array of p values
*lambdas	array of lambda values
*kappas	array of kappa values
*epsilons	array of epsilon values
*gammas	array of gamma values
*coefs	array of coef values
*degrees	array of degree values
*train_data_file	filename of train data file
*test_data_file	filename of test data file

Definition at line 67 of file gensvm_grid.h.

Member Data Documentation

◆ coefs

double* GenGrid::coefs

array of coef values

Definition at line 107 of file gensvm_grid.h.

◆ degrees

double* GenGrid::degrees

array of degree values

Definition at line 109 of file gensvm_grid.h.

◆ epsilons

double* GenGrid::epsilons

array of epsilon values

Definition at line 103 of file gensvm_grid.h.

◆ folds

long GenGrid::folds

number of folds in cross validation

Definition at line 72 of file gensvm_grid.h.

◆ gammas

double* GenGrid::gammas

array of gamma values

Definition at line 105 of file gensvm_grid.h.

◆ kappas

double* GenGrid::kappas

array of kappa values

Definition at line 101 of file gensvm_grid.h.

◆ kerneltype

KernelType GenGrid::kerneltype

type of kernel to use throughout training

Definition at line 70 of file gensvm_grid.h.

◆ lambdas

double* GenGrid::lambdas

array of lambda values

Definition at line 99 of file gensvm_grid.h.

◆ Nc

long GenGrid::Nc

size of the array of coef values

Definition at line 91 of file gensvm_grid.h.

◆ Nd

long GenGrid::Nd

size of the array of degree values

Definition at line 93 of file gensvm_grid.h.

◆ Ne

long GenGrid::Ne

size of the array of epsilon values

Definition at line 85 of file gensvm_grid.h.

◆ Ng

long GenGrid::Ng

size of the array of gamma values

Definition at line 89 of file gensvm_grid.h.

◆ Nk

long GenGrid::Nk

size of the array of kappa values

Definition at line 83 of file gensvm_grid.h.

◆ Nl

long GenGrid::Nl

size of the array of lambda values

Definition at line 81 of file gensvm_grid.h.

◆ Np

long GenGrid::Np

size of the array of p values

Definition at line 79 of file gensvm_grid.h.

◆ Nw

long GenGrid::Nw

size of the array of weight_idx values

Definition at line 87 of file gensvm_grid.h.

◆ percentile

double GenGrid::percentile

percentile to use for the consistency repeats

Definition at line 77 of file gensvm_grid.h.

◆ ps

double* GenGrid::ps

array of p values

Definition at line 97 of file gensvm_grid.h.

◆ repeats

long GenGrid::repeats

number of repeats to be done after the grid search to find the parameter set with the most consistent high performance

Definition at line 74 of file gensvm_grid.h.

◆ test_data_file

char* GenGrid::test_data_file

filename of test data file

Definition at line 113 of file gensvm_grid.h.

◆ train_data_file

char* GenGrid::train_data_file

filename of train data file

Definition at line 111 of file gensvm_grid.h.

◆ traintype

TrainType GenGrid::traintype

type of training to use

Definition at line 68 of file gensvm_grid.h.

◆ weight_idxs

int* GenGrid::weight_idxs

array of weight_idxs

Definition at line 95 of file gensvm_grid.h.

The documentation for this struct was generated from the following file:

include/gensvm_grid.h

Public Attributes