Serialized Form

Package fr.lip6.classifier

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

serialVersionUID: 5289136605543751554L

Serialized Fields

kernel

DoubleLinear kernel

tList

java.util.ArrayList<E> tList

w

double[] w

b

double b

T

int T

k

int k

lambda

double lambda

eps

double eps

Class fr.lip6.classifier.EnhancedSMOSVM extends java.lang.Object implements Serializable

serialVersionUID: -3409002064617582128L

Serialized Fields

alphay

double[] alphay

alpha

double[] alpha

ts

java.util.ArrayList<E> ts

size

int size

kernel

Kernel<T> kernel

kcache

double[][] kcache

C

double C

b

double b

eps

double eps

tolerance

double tolerance

m_bLow

double m_bLow

The thresholds.

m_bUp

double m_bUp

The thresholds.

m_iLow

int m_iLow

The indices for m_bLow and m_bUp

m_iUp

int m_iUp

The indices for m_bLow and m_bUp

m_data

java.util.ArrayList<E> m_data

The training data.

m_weights

double[] m_weights

Weight vector for linear machine.

m_sparseWeights

double[] m_sparseWeights

Variables to hold weight vector in sparse form. (To reduce storage requirements.)

m_sparseIndices

int[] m_sparseIndices

m_class

double[] m_class

The transformed class values.

m_errors

double[] m_errors

The current set of errors for all non-bound examples.

m_I0

java.util.TreeSet<E> m_I0

{i: 0 < m_alpha[i] < C}

m_I1

java.util.TreeSet<E> m_I1

{i: m_class[i] = 1, m_alpha[i] = 0}

m_I2

java.util.TreeSet<E> m_I2

{i: m_class[i] = -1, m_alpha[i] =C}

m_I3

java.util.TreeSet<E> m_I3

{i: m_class[i] = 1, m_alpha[i] = C}

m_I4

java.util.TreeSet<E> m_I4

{i: m_class[i] = -1, m_alpha[i] = 0}

m_supportVectors

java.util.TreeSet<E> m_supportVectors

The set of support vectors

m_sumOfWeights

double m_sumOfWeights

Stores the weight of the training instances

Class fr.lip6.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.classifier.SimpleMKL extends java.lang.Object implements Serializable

serialVersionUID: -3075421867065481781L

Serialized Fields

d

java.util.Hashtable<K,V> d

exampleWeights

java.util.Hashtable<K,V> exampleWeights

classifier

SMOSVM<T> classifier

epsilon

double epsilon

num_precision

double num_precision

delta

double delta

Class fr.lip6.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

Package fr.lip6.density

Class fr.lip6.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.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

epsilon

double epsilon

C

double C

tolerance

double tolerance

cache

double[] cache

Package fr.lip6.kernel

Class fr.lip6.kernel.CMKernel extends Kernel<T> implements Serializable

serialVersionUID: -3074562537295803520L

Serialized Fields

matrix

double[][] matrix

hash

int hash

kernel

Kernel<T> kernel

Class fr.lip6.kernel.Kernel extends java.lang.Object implements Serializable

Serialized Fields

name

java.lang.String name

Class fr.lip6.kernel.ThreadedKernel extends Kernel<T> implements Serializable

serialVersionUID: -2193768216118832033L

Serialized Fields

numThread

int numThread

k

Kernel<T> k

Package fr.lip6.kernel.adaptative

Class fr.lip6.kernel.adaptative.ThreadedSumKernel extends Kernel<T> implements Serializable

serialVersionUID: 7780445301175174296L

Serialized Fields

kernels

java.util.Hashtable<K,V> kernels

numThread

int numThread

Class fr.lip6.kernel.adaptative.WeightedSumKernel extends Kernel<T> implements Serializable

serialVersionUID: 4590492743843223113L

Serialized Fields

kernels

java.util.Hashtable<K,V> kernels

Package fr.lip6.kernel.extra

Class fr.lip6.kernel.extra.PowerKernel extends Kernel<T> implements Serializable

serialVersionUID: 4913325882464601407L

Serialized Fields

kernel

Kernel<T> kernel

e

double e

Package fr.lip6.kernel.extra.bag

Class fr.lip6.kernel.extra.bag.PowerBagKernel extends Kernel<T extends java.util.ArrayList<S>> implements Serializable

serialVersionUID: 1591055803491554966L

Serialized Fields

exp

double exp

kernel

Kernel<T> kernel

Class fr.lip6.kernel.extra.bag.SimpleSubListKernel extends Kernel<T extends java.util.ArrayList<S>> implements Serializable

serialVersionUID: 1591055803491554966L

Serialized Fields

from

int from

to

int to

kernel

Kernel<T> kernel

Class fr.lip6.kernel.extra.bag.SubListKernel extends Kernel<T extends java.util.ArrayList<S>> implements Serializable

serialVersionUID: 1591055803491554966L

Serialized Fields

from

int from

to

int to

kernel

Kernel<T> kernel

Class fr.lip6.kernel.extra.bag.SubListMaxKernel extends Kernel<T extends java.util.ArrayList<S>> implements Serializable

serialVersionUID: 1591055803491554966L

Serialized Fields

from

int from

to

int to

kernel

Kernel<T> kernel

Class fr.lip6.kernel.extra.bag.SubListPowerKernel extends Kernel<T extends java.util.ArrayList<S>> implements Serializable

serialVersionUID: 6288142477248256663L

Serialized Fields

from

int from

to

int to

kernel

Kernel<T> kernel

e

double e

Package fr.lip6.kernel.extra.colt

Class fr.lip6.kernel.extra.colt.GeneralizedSparseDoubleLinear extends Kernel<double[]> implements Serializable

serialVersionUID: 6618610116348247480L

Serialized Fields

M

cern.colt.matrix.impl.SparseDoubleMatrix2D M

size

int size

Class fr.lip6.kernel.extra.colt.SparseDoubleGaussChi2 extends Kernel<cern.colt.matrix.impl.SparseDoubleMatrix1D> implements Serializable

Serialized Fields

gamma

double gamma

Class fr.lip6.kernel.extra.colt.SparseDoubleLinear extends Kernel<cern.colt.matrix.impl.SparseDoubleMatrix1D> implements Serializable

serialVersionUID: -3605052015116876466L

Class fr.lip6.kernel.extra.colt.SparseGeneralizedSparseDoubleLinear extends Kernel<cern.colt.matrix.impl.SparseDoubleMatrix1D> implements Serializable

serialVersionUID: 2492610095559764783L

Serialized Fields

M

cern.colt.matrix.impl.SparseDoubleMatrix2D M

size

int size

Package fr.lip6.kernel.typed

Class fr.lip6.kernel.typed.DoubleGaussChi1 extends Kernel<double[]> implements Serializable

serialVersionUID: -1011192915083821659L

Serialized Fields

gamma

double gamma

eps

double eps

Class fr.lip6.kernel.typed.DoubleGaussChi2 extends Kernel<double[]> implements Serializable

serialVersionUID: 1626829154456556731L

Serialized Fields

gamma

double gamma

eps

double eps

Class fr.lip6.kernel.typed.DoubleGaussL2 extends Kernel<double[]> implements Serializable

serialVersionUID: 8139656729530005699L

Serialized Fields

gamma

double gamma

Class fr.lip6.kernel.typed.DoubleLinear extends Kernel<double[]> implements Serializable

serialVersionUID: -8274638352733867140L

Class fr.lip6.kernel.typed.FloatGaussChi2 extends Kernel<float[]> implements Serializable

serialVersionUID: 1626829154456556731L

Serialized Fields

gamma

double gamma

eps

double eps

Class fr.lip6.kernel.typed.GeneralizedDoubleLinear extends Kernel<double[]> implements Serializable

serialVersionUID: 6618610116348247480L

Serialized Fields

M

double[][] M

size

int size

Class fr.lip6.kernel.typed.IntGaussChi1 extends Kernel<int[]> implements Serializable

serialVersionUID: -3434476346814281311L

Serialized Fields

gamma

double gamma

eps

double eps

Class fr.lip6.kernel.typed.IntGaussChi2 extends Kernel<int[]> implements Serializable

serialVersionUID: 7324980870969389374L

Serialized Fields

gamma

double gamma

eps

double eps

Class fr.lip6.kernel.typed.IntGaussL2 extends Kernel<int[]> implements Serializable

serialVersionUID: 4415295327411182596L

Serialized Fields

gamma

double gamma

Class fr.lip6.kernel.typed.SPDoubleGaussChi2 extends Kernel<double[]> implements Serializable

serialVersionUID: -5904034403449708216L

Serialized Fields

gamma

double gamma

eps

double eps

Package fr.lip6.kernel.typed.index

Class fr.lip6.kernel.typed.index.IndexDoubleGaussL2 extends Kernel<double[]> implements Serializable

serialVersionUID: 102467593724674738L

Serialized Fields

gamma

double gamma

ind

int ind

Class fr.lip6.kernel.typed.index.IndexDoubleLinear extends Kernel<double[]> implements Serializable

serialVersionUID: 457509780005148420L

Serialized Fields

ind

int ind

Package fr.lip6.type

Class fr.lip6.type.TrainingSample extends java.lang.Object implements Serializable

serialVersionUID: 874733576041102410L

Serialized Fields

sample

java.lang.Object sample

label

int label