options Struct Reference

List of all members.


Detailed Description

various options user + internal optimisation

Definition at line 83 of file ssl.h.


Public Attributes

int algo
double lambda
double lambda_u
int S
double R
double Cp
double Cn
double epsilon
int cgitermax
int mfnitermax
double bias

Member Data Documentation

regularization parameter

Definition at line 87 of file ssl.h.

regularization parameter

Definition at line 89 of file ssl.h.

regularization parameter over unlabeled examples

Definition at line 91 of file ssl.h.

maximum number of TSVM switches per fixed-weight label optimization

Definition at line 93 of file ssl.h.

double options::R

expected fraction of unlabeled examples in positive class

Definition at line 95 of file ssl.h.

double options::Cp

cost for positive examples

Definition at line 97 of file ssl.h.

double options::Cn

cost for negative examples

Definition at line 99 of file ssl.h.

all tolerances

Definition at line 103 of file ssl.h.

max iterations for CGLS

Definition at line 105 of file ssl.h.

max iterations for L2_SVM_MFN

Definition at line 107 of file ssl.h.

double options::bias

1.0 if bias is to be used, 0.0 otherwise

Definition at line 110 of file ssl.h.


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

SHOGUN Machine Learning Toolbox - Documentation