Serialized Form

Package fr.lip6.jkernelmachines.classifier
- Class fr.lip6.jkernelmachines.classifier.DoublePegasosSVM extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  5289136605543751554L
  - Serialized Fields
    - kernel
```
DoubleLinear kernel
```
    - tList
```
java.util.List<E> tList
```
    - w
```
double[] w
```
    - b
```
double b
```
    - T
```
int T
```
    - k
```
int k
```
    - lambda
```
double lambda
```
    - t0
```
double t0
```
    - bias
```
boolean bias
```
    - C
```
double C
```
    - hasC
```
boolean hasC
```
    - debug
```
DebugPrinter debug
```
    - i
```
int i
```
- Class fr.lip6.jkernelmachines.classifier.DoubleQNPKL extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -5475712590325368437L
  - Serialized Fields
    - listOfExamples
```
java.util.List<E> listOfExamples
```
    - listOfExampleWeights
```
java.util.List<E> listOfExampleWeights
```
    - listOfKernelWeights
```
java.util.List<E> listOfKernelWeights
```
    - dim
```
int dim
```
    - svm
```
LaSVM<T> svm
```
    - linear
```
DoubleLinear linear
```
    - stopGap
```
double stopGap
```
    - num_cleaning
```
double num_cleaning
```
    - p_norm
```
double p_norm
```
    - hasNorm
```
boolean hasNorm
```
    - C
```
double C
```
    - d_lambda
```
double d_lambda
```
    - lambda_matrix
```
double[][] lambda_matrix
```
    - oldObjective
```
double oldObjective
```
    - diffWeights
```
double[] diffWeights
```
    - g
```
double[] g
```
    - weights
```
double[] weights
```
    - B
```
double[] B
```
- Class fr.lip6.jkernelmachines.classifier.DoubleSAG extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -3497156096402090039L
  - Serialized Fields
    - loss
```
int loss
```
    - cyclic
```
boolean cyclic
```
    - w
```
double[] w
```
    - b
```
double b
```
    - lambda
```
double lambda
```
    - E
```
long E
```
    - alpha
```
double alpha
```
    - yi
```
double[] yi
```
    - db
```
double db
```
    - d
```
double[] d
```
    - dim
```
int dim
```
    - n
```
int n
```
- Class fr.lip6.jkernelmachines.classifier.DoubleSGD extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  3245177176254451010L
  - Serialized Fields
    - loss
```
int loss
```
    - w
```
double[] w
```
    - bias
```
double bias
```
    - hasBias
```
boolean hasBias
```
    - t
```
long t
```
    - lambda
```
double lambda
```
    - epochs
```
int epochs
```
    - wscale
```
double wscale
```
    - shuffle
```
boolean shuffle
```
    - linear
```
DoubleLinear linear
```
- Class fr.lip6.jkernelmachines.classifier.LaSVM extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -831288193185967121L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - tlist
```
java.util.List<E> tlist
```
    - tarray
```
java.lang.Object[] tarray
```
    - S
```
boolean[] S
```
    - alphas
```
double[] alphas
```
    - y
```
int[] y
```
    - g
```
double[] g
```
    - Cmin
```
double[] Cmin
```
    - Cmax
```
double[] Cmax
```
    - imin
```
int imin
```
    - imax
```
int imax
```
    - gmin
```
double gmin
```
    - gmax
```
double gmax
```
    - kmatrix
```
double[][] kmatrix
```
    - minmaxFlag
```
boolean minmaxFlag
```
    - kmaxmin
```
double[] kmaxmin
```
    - trainQueue
```
java.util.LinkedList<E> trainQueue
```
    - b
```
double b
```
    - C
```
double C
```
    - E
```
int E
```
- Class fr.lip6.jkernelmachines.classifier.ParzenClassifier extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  5147554432765939157L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - ts
```
java.util.ArrayList<E> ts
```
- Class fr.lip6.jkernelmachines.classifier.SimpleMKL extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  7563788821457267923L
  - Serialized Fields
    - list
```
java.util.List<E> list
```
    - kernels
```
java.util.ArrayList<E> kernels
```
    - kernelWeights
```
java.util.ArrayList<E> kernelWeights
```
    - maxIteration
```
int maxIteration
```
    - C
```
double C
```
    - numPrec
```
double numPrec
```
    - epsKTT
```
double epsKTT
```
    - epsDG
```
double epsDG
```
    - epsGS
```
double epsGS
```
    - eps
```
double eps
```
    - checkDualGap
```
boolean checkDualGap
```
    - checkKKT
```
boolean checkKKT
```
    - svm
```
KernelSVM<T> svm
```
    - format
```
java.text.DecimalFormat format
```
- Class fr.lip6.jkernelmachines.classifier.SMOSVM extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -1224235635423748229L
  - Serialized Fields
    - alphay
```
double[] alphay
```
    - alpha
```
double[] alpha
```
    - ts
```
java.util.ArrayList<E> ts
```
    - size
```
int size
```
    - kernel
```
Kernel<T> kernel
```
    - kcache
```
double[][] kcache
```
    - ecache
```
double[] ecache
```
    - ran
```
java.util.Random ran
```
    - C
```
double C
```
    - b
```
double b
```
    - eps
```
double eps
```
    - tolerance
```
double tolerance
```
    - debug
```
DebugPrinter debug
```
Package fr.lip6.jkernelmachines.density
- Class fr.lip6.jkernelmachines.density.DoubleGaussianMixtureModel extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -6989529384513214743L
  - Serialized Fields
    - k
```
int k
```
    - w
```
double[] w
```
    - mu
```
double[][] mu
```
    - sigma
```
double[][][] sigma
```
    - train
```
java.util.List<E> train
```
    - debug
```
DebugPrinter debug
```
- Class fr.lip6.jkernelmachines.density.DoubleKMeans extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -376280133933635170L
  - Serialized Fields
    - K
```
int K
```
    - means
```
double[][] means
```
    - shiftRatio
```
double shiftRatio
```
    - debug
```
DebugPrinter debug
```
- Class fr.lip6.jkernelmachines.density.ParzenDensity extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -5414922333951533146L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - set
```
java.util.ArrayList<E> set
```
- Class fr.lip6.jkernelmachines.density.SDCADensity extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -9091693938716912183L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - samples
```
java.lang.Object[] samples
```
    - alphas
```
double[] alphas
```
    - km
```
double[][] km
```
    - CACHED_KERNEL
```
boolean CACHED_KERNEL
```
    - C
```
double C
```
    - E
```
int E
```
    - train
```
java.util.List<E> train
```
- Class fr.lip6.jkernelmachines.density.SimpleMKLDensity extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -7669785464848822979L
  - Serialized Fields
    - kernels
```
java.util.ArrayList<E> kernels
```
    - kernelWeights
```
java.util.ArrayList<E> kernelWeights
```
    - maxIteration
```
int maxIteration
```
    - C
```
double C
```
    - numPrec
```
double numPrec
```
    - epsKTT
```
double epsKTT
```
    - epsDG
```
double epsDG
```
    - epsGS
```
double epsGS
```
    - eps
```
double eps
```
    - checkDualGap
```
boolean checkDualGap
```
    - checkKTT
```
boolean checkKTT
```
    - svm
```
SDCADensity<T> svm
```
    - format
```
java.text.DecimalFormat format
```
    - debug
```
DebugPrinter debug
```
    - list
```
java.util.ArrayList<E> list
```
- Class fr.lip6.jkernelmachines.density.SMODensity extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  4738328902335184013L
  - Serialized Fields
    - K
```
Kernel<T> K
```
    - alphas
```
double[] alphas
```
    - set
```
java.util.ArrayList<E> set
```
    - size
```
int size
```
    - debug
```
DebugPrinter debug
```
    - epsilon
```
double epsilon
```
    - C
```
double C
```
    - tolerance
```
double tolerance
```
    - cache
```
double[] cache
```
Package fr.lip6.jkernelmachines.evaluation
- Class fr.lip6.jkernelmachines.evaluation.ApEvaluator extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -2713343666983051855L
  - Serialized Fields
    - classifier
```
Classifier<T> classifier
```
    - train
```
java.util.List<E> train
```
    - test
```
java.util.List<E> test
```
    - esResults
```
java.util.List<E> esResults
```
    - debug
```
DebugPrinter debug
```
- Class fr.lip6.jkernelmachines.evaluation.Evaluation extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  791024170617779718L
  - Serialized Fields
    - sample
```
java.lang.Object sample
```
    - value
```
double value
```

Package fr.lip6.jkernelmachines.gui

Class fr.lip6.jkernelmachines.gui.JkmsMainFrame extends javax.swing.JFrame implements Serializable

serialVersionUID:: 1L

Serialized Fields

train
```
java.util.List<E> train
```
test
```
java.util.List<E> test
```
model
```
Model model
```
aboutPanel
```
javax.swing.JPanel aboutPanel
```
classifierBox
```
javax.swing.JComboBox<E> classifierBox
```
classnameLabel
```
javax.swing.JLabel classnameLabel
```
datasetInfo
```
javax.swing.JLabel datasetInfo
```
evaluationButton
```
javax.swing.JButton evaluationButton
```
filetypeBox
```
javax.swing.JComboBox<E> filetypeBox
```
importButton
```
javax.swing.JButton importButton
```
jLabel1
```
javax.swing.JLabel jLabel1
```
jLabel10
```
javax.swing.JLabel jLabel10
```
jLabel11
```
javax.swing.JLabel jLabel11
```
jLabel12
```
javax.swing.JLabel jLabel12
```
jLabel13
```
javax.swing.JLabel jLabel13
```
jLabel14
```
javax.swing.JLabel jLabel14
```
jLabel15
```
javax.swing.JLabel jLabel15
```
jLabel16
```
javax.swing.JLabel jLabel16
```
jLabel2
```
javax.swing.JLabel jLabel2
```
jLabel3
```
javax.swing.JLabel jLabel3
```
jLabel4
```
javax.swing.JLabel jLabel4
```
jLabel5
```
javax.swing.JLabel jLabel5
```
jLabel6
```
javax.swing.JLabel jLabel6
```
jLabel7
```
javax.swing.JLabel jLabel7
```
jLabel8
```
javax.swing.JLabel jLabel8
```
jLabel9
```
javax.swing.JLabel jLabel9
```
jScrollPane1
```
javax.swing.JScrollPane jScrollPane1
```
jScrollPane2
```
javax.swing.JScrollPane jScrollPane2
```
jSeparator1
```
javax.swing.JSeparator jSeparator1
```
jSeparator2
```
javax.swing.JSeparator jSeparator2
```
jSeparator3
```
javax.swing.JSeparator jSeparator3
```
jSeparator4
```
javax.swing.JSeparator jSeparator4
```
jSeparator5
```
javax.swing.JSeparator jSeparator5
```
jSeparator6
```
javax.swing.JSeparator jSeparator6
```
jTabbedPane1
```
javax.swing.JTabbedPane jTabbedPane1
```
jTextArea1
```
javax.swing.JTextArea jTextArea1
```
kernelBox
```
javax.swing.JComboBox<E> kernelBox
```

kernelParamTextField

javax.swing.JTextField kernelParamTextField

loadButton
```
javax.swing.JButton loadButton
```
normBox
```
javax.swing.JCheckBox normBox
```
pcaBox
```
javax.swing.JCheckBox pcaBox
```

regularizationField

javax.swing.JTextField regularizationField

resultTextArea
```
javax.swing.JTextArea resultTextArea
```
saveButton
```
javax.swing.JButton saveButton
```
svLabel
```
javax.swing.JLabel svLabel
```
testDatasetInfo
```
javax.swing.JLabel testDatasetInfo
```

testFiletypeBox

javax.swing.JComboBox<E> testFiletypeBox

testImportButton
```
javax.swing.JButton testImportButton
```
testPanel
```
javax.swing.JPanel testPanel
```
trainButton
```
javax.swing.JButton trainButton
```
trainPanel
```
javax.swing.JPanel trainPanel
```
whiteBox
```
javax.swing.JCheckBox whiteBox
```

Class fr.lip6.jkernelmachines.gui.Model extends java.lang.Object implements Serializable

serialVersionUID:

1L
- Serialized Fields
  - dim
```
int dim
```
  - pcaEnable
```
boolean pcaEnable
```
  - whiteningEnable
```
boolean whiteningEnable
```
  - normalizationEnable
```
boolean normalizationEnable
```
  - pca
```
DoublePCA pca
```
  - classifier
```
Classifier<T> classifier
```

Package fr.lip6.jkernelmachines.kernel
- Class fr.lip6.jkernelmachines.kernel.GaussianICKernel extends GaussianKernel<S> implements Serializable
  
  serialVersionUID:
  
  -8504726802546629864L
  - Serialized Fields
    - matrix
```
double[][] matrix
```
    - map
```
java.util.Map<K,V> map
```
    - gamma
```
double gamma
```
- Class fr.lip6.jkernelmachines.kernel.GaussianKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  -4741333152317305622L
- Class fr.lip6.jkernelmachines.kernel.IndexedCacheKernel extends Kernel<S> implements Serializable
  
  serialVersionUID:
  
  1706425748759430692L
  - Serialized Fields
    - matrix
```
double[][] matrix
```
    - map
```
java.util.HashMap<K,V> map
```
- Class fr.lip6.jkernelmachines.kernel.Kernel extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  1663774351688566794L
  - Serialized Fields
    - name
```
java.lang.String name
```
- Class fr.lip6.jkernelmachines.kernel.NormalizedKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  7265699955337327761L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
- Class fr.lip6.jkernelmachines.kernel.SimpleCacheKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  -2417905029129394427L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - matrix
```
double[][] matrix
```
- Class fr.lip6.jkernelmachines.kernel.ThreadedKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  -2193768216118832033L
  - Serialized Fields
    - k
```
Kernel<T> k
```
Package fr.lip6.jkernelmachines.kernel.adaptative
- Class fr.lip6.jkernelmachines.kernel.adaptative.GaussianProductKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  7780445301175174296L
  - Serialized Fields
    - kernels
```
java.util.Map<K,V> kernels
```
    - numThread
```
int numThread
```
- Class fr.lip6.jkernelmachines.kernel.adaptative.ThreadedProductKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  7780445301175174296L
  - Serialized Fields
    - kernels
```
java.util.Map<K,V> kernels
```
    - numThread
```
int numThread
```
- Class fr.lip6.jkernelmachines.kernel.adaptative.ThreadedSumKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  7780445301175174296L
  - Serialized Fields
    - kernels
```
java.util.Map<K,V> kernels
```
    - debug
```
DebugPrinter debug
```
- Class fr.lip6.jkernelmachines.kernel.adaptative.WeightedProductKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  6273022923321895693L
  - Serialized Fields
    - kernels
```
java.util.ArrayList<E> kernels
```
    - weights
```
java.util.ArrayList<E> weights
```
- Class fr.lip6.jkernelmachines.kernel.adaptative.WeightedSumKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  4590492743843223113L
  - Serialized Fields
    - kernels
```
java.util.Hashtable<K,V> kernels
```
Package fr.lip6.jkernelmachines.kernel.extra
- Class fr.lip6.jkernelmachines.kernel.extra.CustomMatrixKernel extends Kernel<java.lang.Integer> implements Serializable
  
  serialVersionUID:
  
  -5379932592270965091L
  - Serialized Fields
    - matrix
```
double[][] matrix
```
- Class fr.lip6.jkernelmachines.kernel.extra.CustomTrainTestMatrixKernel extends Kernel<java.lang.Integer> implements Serializable
  
  serialVersionUID:
  
  -5379932592270965091L
  - Serialized Fields
    - train
```
double[][] train
```
    - test
```
double[][] test
```
    - nb_train
```
int nb_train
```
- Class fr.lip6.jkernelmachines.kernel.extra.NystromKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  6324067887253049771L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - linear
```
DoubleLinear linear
```
    - projectors
```
double[][] projectors
```
    - eigenvalues
```
double[] eigenvalues
```
    - list
```
java.util.List<E> list
```
    - dim
```
int dim
```
- Class fr.lip6.jkernelmachines.kernel.extra.PowerKernel extends Kernel<T> implements Serializable
  
  serialVersionUID:
  
  4913325882464601407L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - e
```
double e
```
Package fr.lip6.jkernelmachines.kernel.extra.bag
- Class fr.lip6.jkernelmachines.kernel.extra.bag.ListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.SimpleListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.SimpleSubListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - from
```
int from
```
    - to
```
int to
```
    - kernel
```
Kernel<T> kernel
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.SubListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - from
```
int from
```
    - to
```
int to
```
    - kernel
```
Kernel<T> kernel
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.SubListKernel2 extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - fr1
```
int fr1
```
    - fr2
```
int fr2
```
    - to1
```
int to1
```
    - to2
```
int to2
```
    - kernel
```
Kernel<T> kernel
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.SubListMaxKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - from
```
int from
```
    - to
```
int to
```
    - kernel
```
Kernel<T> kernel
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.UnormalizedListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.UnormalizedSimpleListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - kernel
```
Kernel<T> kernel
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.extra.bag.UnormalizedSubListKernel extends Kernel<T extends java.util.List<S>> implements Serializable
  
  serialVersionUID:
  
  1591055803491554966L
  - Serialized Fields
    - from
```
int from
```
    - to
```
int to
```
    - kernel
```
Kernel<T> kernel
```
    - eps
```
double eps
```
Package fr.lip6.jkernelmachines.kernel.typed
- Class fr.lip6.jkernelmachines.kernel.typed.DoubleGaussChi1 extends GaussianKernel<double[]> implements Serializable
  
  serialVersionUID:
  
  -1011192915083821659L
  - Serialized Fields
    - gamma
```
double gamma
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.typed.DoubleGaussChi2 extends GaussianKernel<double[]> implements Serializable
  
  serialVersionUID:
  
  1626829154456556731L
  - Serialized Fields
    - gamma
```
double gamma
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.typed.DoubleGaussL2 extends GaussianKernel<double[]> implements Serializable
  
  serialVersionUID:
  
  8139656729530005699L
  - Serialized Fields
    - gamma
```
double gamma
```
- Class fr.lip6.jkernelmachines.kernel.typed.DoubleHPolynomial extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  2961358288571394251L
  - Serialized Fields
    - d
```
int d
```
- Class fr.lip6.jkernelmachines.kernel.typed.DoubleLinear extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  -8274638352733867140L
- Class fr.lip6.jkernelmachines.kernel.typed.DoublePolynomial extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  -466396178441616817L
  - Serialized Fields
    - d
```
int d
```
- Class fr.lip6.jkernelmachines.kernel.typed.DoubleTriangleL2 extends GaussianKernel<double[]> implements Serializable
  
  serialVersionUID:
  
  8139656729530005699L
  - Serialized Fields
    - gamma
```
double gamma
```
- Class fr.lip6.jkernelmachines.kernel.typed.FloatGaussChi2 extends Kernel<float[]> implements Serializable
  
  serialVersionUID:
  
  1626829154456556731L
  - Serialized Fields
    - gamma
```
double gamma
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.typed.FloatLinear extends Kernel<float[]> implements Serializable
  
  serialVersionUID:
  
  -8274638352733867140L
- Class fr.lip6.jkernelmachines.kernel.typed.GeneralizedDoubleGaussChi2 extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  1626829154456556731L
  - Serialized Fields
    - eps
```
double eps
```
    - gammas
```
double[] gammas
```
    - gamma
```
double gamma
```
- Class fr.lip6.jkernelmachines.kernel.typed.GeneralizedDoubleGaussL2 extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  1626829154456556731L
  - Serialized Fields
    - gammas
```
double[] gammas
```
- Class fr.lip6.jkernelmachines.kernel.typed.GeneralizedDoubleLinear extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  6618610116348247480L
  - Serialized Fields
    - M
```
double[][] M
```
    - size
```
int size
```
- Class fr.lip6.jkernelmachines.kernel.typed.GeneralizedDoubleTriangleL2 extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  1626829154456556731L
  - Serialized Fields
    - gammas
```
double[] gammas
```
- Class fr.lip6.jkernelmachines.kernel.typed.IntGaussChi1 extends GaussianKernel<int[]> implements Serializable
  
  serialVersionUID:
  
  -3434476346814281311L
  - Serialized Fields
    - gamma
```
double gamma
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.typed.IntGaussChi2 extends GaussianKernel<int[]> implements Serializable
  
  serialVersionUID:
  
  7324980870969389374L
  - Serialized Fields
    - gamma
```
double gamma
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.typed.IntGaussL2 extends GaussianKernel<int[]> implements Serializable
  
  serialVersionUID:
  
  4415295327411182596L
  - Serialized Fields
    - gamma
```
double gamma
```
- Class fr.lip6.jkernelmachines.kernel.typed.NormalizedStringNGram extends Kernel<java.lang.String> implements Serializable
  
  serialVersionUID:
  
  -6437260079523365632L
  - Serialized Fields
    - n
```
int n
```
- Class fr.lip6.jkernelmachines.kernel.typed.StringNGram extends Kernel<java.lang.String> implements Serializable
  
  serialVersionUID:
  
  -6437260079523365632L
  - Serialized Fields
    - n
```
int n
```
Package fr.lip6.jkernelmachines.kernel.typed.index
- Class fr.lip6.jkernelmachines.kernel.typed.index.IndexDoubleGaussChi2 extends GaussianKernel<double[]> implements Serializable
  
  serialVersionUID:
  
  102467593724674738L
  - Serialized Fields
    - gamma
```
double gamma
```
    - ind
```
int ind
```
    - eps
```
double eps
```
- Class fr.lip6.jkernelmachines.kernel.typed.index.IndexDoubleGaussL2 extends GaussianKernel<double[]> implements Serializable
  
  serialVersionUID:
  
  102467593724674738L
  - Serialized Fields
    - gamma
```
double gamma
```
    - ind
```
int ind
```
- Class fr.lip6.jkernelmachines.kernel.typed.index.IndexDoubleHPolynomial extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  3920964082325378818L
  - Serialized Fields
    - ind
```
int ind
```
    - degree
```
int degree
```
- Class fr.lip6.jkernelmachines.kernel.typed.index.IndexDoubleLinear extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  457509780005148420L
  - Serialized Fields
    - ind
```
int ind
```
- Class fr.lip6.jkernelmachines.kernel.typed.index.IndexDoublePolynomial extends Kernel<double[]> implements Serializable
  
  serialVersionUID:
  
  -4207416517751105876L
  - Serialized Fields
    - ind
```
int ind
```
    - degree
```
int degree
```
Package fr.lip6.jkernelmachines.projection
- Class fr.lip6.jkernelmachines.projection.DoublePCA extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -6200080076438113052L
  - Serialized Fields
    - projectors
```
double[][] projectors
```
    - whitening_coeff
```
double[] whitening_coeff
```
    - mean
```
double[] mean
```
Package fr.lip6.jkernelmachines.type
- Class fr.lip6.jkernelmachines.type.TrainingSample extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  874733576041102410L
  - Serialized Fields
    - sample
```
java.lang.Object sample
```
    - label
```
int label
```

Serialized Form

Package fr.lip6.jkernelmachines.classifier

Class fr.lip6.jkernelmachines.classifier.DoublePegasosSVM extends java.lang.Object implements Serializable

Serialized Fields

kernel

tList

w

b

T

k

lambda

t0

bias

C

hasC

debug

i

Class fr.lip6.jkernelmachines.classifier.DoubleQNPKL extends java.lang.Object implements Serializable

Serialized Fields

listOfExamples

listOfExampleWeights

listOfKernelWeights

dim

svm

linear

stopGap

num_cleaning

p_norm

hasNorm

C

d_lambda

lambda_matrix

oldObjective

diffWeights

g

weights

B

Class fr.lip6.jkernelmachines.classifier.DoubleSAG extends java.lang.Object implements Serializable

Serialized Fields

loss

cyclic

w

b

lambda

E

alpha

yi

db

d

dim

n

Class fr.lip6.jkernelmachines.classifier.DoubleSGD extends java.lang.Object implements Serializable

Serialized Fields

loss

w

bias

hasBias

t

lambda

epochs

wscale

shuffle

linear

Class fr.lip6.jkernelmachines.classifier.LaSVM extends java.lang.Object implements Serializable

Serialized Fields

kernel

tlist

tarray

S

alphas

y

g

Cmin

Cmax

imin

imax

gmin

gmax

kmatrix

minmaxFlag