Package gov.nih.mipav.model.algorithms
Class SVM.VlSvm
- java.lang.Object
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- gov.nih.mipav.model.algorithms.SVM.VlSvm
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- Enclosing class:
- SVM
public class SVM.VlSvm extends java.lang.Object
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Field Summary
Fields Modifier and Type Field Description (package private) int
accumulateFn
(package private) double[]
alpha
(package private) double
bias
(package private) double
biasLearningRate
(package private) double
biasMultiplier
(package private) int
conjugateLossFn
(package private) SVM.VlSvmDataset
data
(package private) int
dcaUpdateFn
(package private) int
diagnosticFn
(package private) double[]
diagnosticFnData
(package private) int
diagnosticFrequency
(package private) int
dimension
(package private) double
epsilon
(package private) int
innerProductFn
(package private) int
iteration
(package private) double[]
labels
(package private) double
lambda
(package private) int
lossDerivativeFn
(package private) int
lossFn
(package private) int
maxNumIterations
(package private) double[]
model
(package private) int
numData
(package private) SVM.VlSvmDataset
ownDataset
(package private) double[]
scores
(package private) SVM.VlSvmSolverType
solver
(package private) SVM.VlSvmStatistics
statistics
(package private) double[]
weights
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Constructor Summary
Constructors Constructor Description VlSvm()
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Field Detail
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solver
SVM.VlSvmSolverType solver
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dimension
int dimension
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model
double[] model
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bias
double bias
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biasMultiplier
double biasMultiplier
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lambda
double lambda
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data
SVM.VlSvmDataset data
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numData
int numData
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labels
double[] labels
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weights
double[] weights
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ownDataset
SVM.VlSvmDataset ownDataset
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diagnosticFn
int diagnosticFn
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diagnosticFnData
double[] diagnosticFnData
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diagnosticFrequency
int diagnosticFrequency
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lossFn
int lossFn
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conjugateLossFn
int conjugateLossFn
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lossDerivativeFn
int lossDerivativeFn
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dcaUpdateFn
int dcaUpdateFn
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innerProductFn
int innerProductFn
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accumulateFn
int accumulateFn
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iteration
int iteration
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maxNumIterations
int maxNumIterations
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epsilon
double epsilon
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statistics
SVM.VlSvmStatistics statistics
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