params for ThunderSVM More...

#include <svmparam.h>

Public Types
enum	SVM_TYPE { C_SVC, NU_SVC, ONE_CLASS, EPSILON_SVR, NU_SVR }
	SVM type.

enum	KERNEL_TYPE { LINEAR, POLY, RBF, SIGMOID }
	kernel function type

Public Attributes
SVM_TYPE	svm_type

KERNEL_TYPE	kernel_type

float_type	C
	regularization parameter

float_type	gamma
	for RBF kernel

float_type	p
	for regression

float_type	nu
	for \(\nu\)-SVM

float_type	epsilon
	stopping criteria

int	degree
	degree for polynomial kernel

float_type	coef0
	for polynomial/sigmoid kernel

int	nr_weight
	for SVC

int *	weight_label
	for SVC

float_type *	weight
	for SVC

int	probability
	do probability estimates

Static Public Attributes
static const char *	kernel_type_name [6] = {"linear", "polynomial", "rbf", "sigmoid", "precomputed", "NULL"}

static const char *	svm_type_name [6]

Detailed Description

params for ThunderSVM

Member Data Documentation

const char * SvmParam::svm_type_name

static

Initial value:

= {"c_svc", "nu_svc", "one_class", "epsilon_svr", "nu_svr",

"NULL"}

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