VlSvm_ Struct Reference

List of all members.

Public Attributes
VlSvmAccumulateFunction	accumulateFn
double *	alpha
double	bias
double	biasLearningRate
double	biasMultiplier
VlSvmLossFunction	conjugateLossFn
void const *	data
VlSvmDcaUpdateFunction	dcaUpdateFn
VlSvmDiagnosticFunction	diagnosticFn
void *	diagnosticFnData
vl_size	diagnosticFrequency
vl_size	dimension
double	epsilon
VlSvmInnerProductFunction	innerProductFn
vl_size	iteration
double const *	labels
double	lambda
VlSvmLossFunction	lossDerivativeFn
VlSvmLossFunction	lossFn
vl_size	maxNumIterations
double *	model
vl_size	numData
VlSvmDataset *	ownDataset
double *	scores
VlSvmSolverType	solver
VlSvmStatistics	statistics
double const *	weights

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Detailed Description

Definition at line 895 of file svm.c.

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Member Data Documentation

VlSvmAccumulateFunction VlSvm_::accumulateFn

Definition at line 921 of file svm.c.

double* VlSvm_::alpha

Dual variables.

Definition at line 935 of file svm.c.

double VlSvm_::bias

Bias.

Definition at line 900 of file svm.c.

double VlSvm_::biasLearningRate

Bias learning rate.

Definition at line 932 of file svm.c.

double VlSvm_::biasMultiplier

Bias feature multiplier.

Definition at line 901 of file svm.c.

VlSvmLossFunction VlSvm_::conjugateLossFn

Definition at line 917 of file svm.c.

void const* VlSvm_::data

Definition at line 905 of file svm.c.

VlSvmDcaUpdateFunction VlSvm_::dcaUpdateFn

Definition at line 919 of file svm.c.

VlSvmDiagnosticFunction VlSvm_::diagnosticFn

Definition at line 912 of file svm.c.

void* VlSvm_::diagnosticFnData

Definition at line 913 of file svm.c.

vl_size VlSvm_::diagnosticFrequency

Frequency of diagnostic.

Definition at line 914 of file svm.c.

vl_size VlSvm_::dimension

Model dimension.

Definition at line 898 of file svm.c.

double VlSvm_::epsilon

Stopping threshold.

Definition at line 925 of file svm.c.

VlSvmInnerProductFunction VlSvm_::innerProductFn

Definition at line 920 of file svm.c.

vl_size VlSvm_::iteration

Current iterations number.

Definition at line 923 of file svm.c.

double const* VlSvm_::labels

Data labels.

Definition at line 907 of file svm.c.

double VlSvm_::lambda

Regularizer multiplier.

Definition at line 904 of file svm.c.

VlSvmLossFunction VlSvm_::lossDerivativeFn

Definition at line 918 of file svm.c.

VlSvmLossFunction VlSvm_::lossFn

Definition at line 916 of file svm.c.

vl_size VlSvm_::maxNumIterations

Maximum number of iterations.

Definition at line 924 of file svm.c.

double* VlSvm_::model

Model ($$ vector).

Definition at line 899 of file svm.c.

vl_size VlSvm_::numData

Definition at line 906 of file svm.c.

VlSvmDataset* VlSvm_::ownDataset

Optional owned dataset.

Definition at line 910 of file svm.c.

double* VlSvm_::scores

Definition at line 929 of file svm.c.

VlSvmSolverType VlSvm_::solver

SVM solver type.

Definition at line 896 of file svm.c.

VlSvmStatistics VlSvm_::statistics

Statistcs.

Definition at line 928 of file svm.c.

double const* VlSvm_::weights

Data weights.

Definition at line 908 of file svm.c.

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

• svm.c