Uses of Interface
elki.svm.data.DataSet
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Packages that use DataSet Package Description elki.svm elki.svm.data elki.svm.model elki.svm.qmatrix -
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Uses of DataSet in elki.svm
Methods in elki.svm with parameters of type DataSet Modifier and Type Method Description private double[]
AbstractSVC. binary_svc_probability(DataSet x, double Cp, double Cn)
void
AbstractSVC. cross_validation(DataSet x, double[] weighted_C, int nr_fold, double[] target)
void
AbstractSVR. cross_validation(DataSet x, int nr_fold, double[] target)
protected static int
AbstractSingleSVM. groupClasses(DataSet x, int[][] group_ret, int[] perm)
private double[]
AbstractSVC. sigmoid_train(double[] dec_values, DataSet x)
protected abstract Solver.SolutionInfo
AbstractSingleSVM. solve(DataSet x)
protected Solver.SolutionInfo
CSVC. solve(DataSet x)
protected Solver.SolutionInfo
EpsilonSVR. solve(DataSet x)
protected Solver.SolutionInfo
NuSVC. solve(DataSet x)
protected Solver.SolutionInfo
NuSVR. solve(DataSet x)
protected Solver.SolutionInfo
OneClassSVM. solve(DataSet x)
protected Solver.SolutionInfo
R2q. solve(DataSet x)
protected Solver.SolutionInfo
SVDD. solve(DataSet x)
static int[]
AbstractSingleSVM. stratifiedFolds(DataSet x, int nr_fold, int[] perm)
private double
AbstractSVR. svr_probability(DataSet x, double[] probA)
ClassificationModel
AbstractSVC. train(DataSet x)
ClassificationModel
AbstractSVC. train(DataSet x, double[] weighted_C)
RegressionModel
AbstractSVR. train(DataSet x)
protected Solver.SolutionInfo
AbstractSingleSVM. train_one(DataSet x)
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Uses of DataSet in elki.svm.data
Classes in elki.svm.data that implement DataSet Modifier and Type Class Description class
ByteWeightedArrayDataSet
This is an efficient array based data set implementation.class
DoubleWeightedDataSet
This is an efficient array based data set implementation.class
SimilarityQueryAdapter
Use a relation as data setFields in elki.svm.data declared as DataSet Modifier and Type Field Description (package private) DataSet
ByteWeightedArrayDataSet. inner
(package private) DataSet
DoubleWeightedDataSet. inner
Constructors in elki.svm.data with parameters of type DataSet Constructor Description ByteWeightedArrayDataSet(DataSet inner, int size)
DoubleWeightedDataSet(DataSet inner, int size)
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Uses of DataSet in elki.svm.model
Methods in elki.svm.model with parameters of type DataSet Modifier and Type Method Description int
ClassificationModel. predict(DataSet x, int xi)
int
ClassificationModel. predict(DataSet x, int xi, double[] dec_values)
double
RegressionModel. predict(DataSet x, int xi)
double
RegressionModel. predict(DataSet x, int xi, double[] dec_values)
int
ProbabilisticClassificationModel. predict_prob(DataSet x, int xi, double[] prob_estimates)
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Uses of DataSet in elki.svm.qmatrix
Fields in elki.svm.qmatrix declared as DataSet Modifier and Type Field Description protected DataSet
Kernel. x
Constructors in elki.svm.qmatrix with parameters of type DataSet Constructor Description Kernel(DataSet x)
R2_Qq(DataSet x, double C)
SVC_Q(DataSet x, byte[] y)
SVR_Q(DataSet x, double cache_size)
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