ocas_return_value_T Struct Reference

List of all members.


Detailed Description

ocas return value

Definition at line 19 of file libocas.h.


Public Attributes

uint32_t nIter
uint32_t nCutPlanes
uint32_t nNZAlpha
double trn_err
double Q_P
double Q_D
double output_time
double sort_time
double add_time
double w_time
double solver_time
double ocas_time
int8_t exitflag

Member Data Documentation

number of iterations

Definition at line 21 of file libocas.h.

number of cutitng buffered planes

Definition at line 23 of file libocas.h.

number of non-zero Lagrangeans (effective number of CPs)

Definition at line 25 of file libocas.h.

number of training errors

Definition at line 27 of file libocas.h.

primal objective value

Definition at line 29 of file libocas.h.

dual objective value

Definition at line 31 of file libocas.h.

time spent in computing outputs

Definition at line 33 of file libocas.h.

time spent in sorting

Definition at line 35 of file libocas.h.

time spent in adding examples to compute cutting planes

Definition at line 37 of file libocas.h.

time spent in computing parameter vector

Definition at line 39 of file libocas.h.

time spend in inner QP solver

Definition at line 41 of file libocas.h.

total time spent in svm_ocas_solver

Definition at line 43 of file libocas.h.

1 .. ocas.Q_P - ocas.Q_D <= TolRel*ABS(ocas.Q_P) 2 .. ocas.Q_P - ocas.Q_D <= TolAbs 3 .. ocas.Q_P <= QPBound -1 .. ocas.nCutPlanes >= BufSize

Definition at line 49 of file libocas.h.


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

SHOGUN Machine Learning Toolbox - Documentation