Uses of Class
it.uniroma2.sag.kelp.data.dataset.SimpleDataset

Packages that use SimpleDataset

Package	Description
it.uniroma2.sag.kelp.data.dataset
it.uniroma2.sag.kelp.examples.demo.pruning
it.uniroma2.sag.kelp.examples.demo.qc
it.uniroma2.sag.kelp.examples.demo.rcv1
it.uniroma2.sag.kelp.linearization
it.uniroma2.sag.kelp.linearization.nystrom
it.uniroma2.sag.kelp.utils

Uses of SimpleDataset in it.uniroma2.sag.kelp.data.dataset

Subclasses of SimpleDataset in it.uniroma2.sag.kelp.data.dataset

Modifier and Type	Class and Description
class	SequenceDataset A dataset made of SequenceExamples

Methods in it.uniroma2.sag.kelp.data.dataset that return SimpleDataset

Modifier and Type	Method and Description
SimpleDataset	SimpleDataset.getShuffledDataset()
SimpleDataset[]	SimpleDataset.nFolding(int n) Returns n datasets.
SimpleDataset[]	SimpleDataset.nFoldingClassDistributionInvariant(int n) Returns n datasets.
SimpleDataset[]	SimpleDataset.split(float percentage) Returns two datasets created by splitting this dataset accordingly to percentage.
SimpleDataset[]	SimpleDataset.splitClassDistributionInvariant(float percentage) Returns two datasets created by splitting this dataset accordingly to percentage.

Uses of SimpleDataset in it.uniroma2.sag.kelp.examples.demo.pruning

Methods in it.uniroma2.sag.kelp.examples.demo.pruning with parameters of type SimpleDataset

Modifier and Type	Method and Description
static int	TreePruningDemo.computeTotalNumberOfNodes(SimpleDataset dataset, String representation)

Uses of SimpleDataset in it.uniroma2.sag.kelp.examples.demo.qc

Methods in it.uniroma2.sag.kelp.examples.demo.qc with parameters of type SimpleDataset

Modifier and Type	Method and Description
static Kernel	QuestionClassification.getQCKernelFunction(SimpleDataset trainingSet, SimpleDataset testSet, String kernelId) Get one of the kernel functions used in the Question Classification examples.

Uses of SimpleDataset in it.uniroma2.sag.kelp.examples.demo.rcv1

Methods in it.uniroma2.sag.kelp.examples.demo.rcv1 with parameters of type SimpleDataset

Modifier and Type	Method and Description
protected void	RCV1BinaryTextCategorization.foldLearn(float c, int nfold, SimpleDataset allData)

Uses of SimpleDataset in it.uniroma2.sag.kelp.linearization

Methods in it.uniroma2.sag.kelp.linearization that return SimpleDataset

Modifier and Type	Method and Description
SimpleDataset	LinearizationFunction.getLinearizedDataset(Dataset dataset, String representationName) This method linearizes all the examples in the input dataset , generating a corresponding linearized dataset.

Uses of SimpleDataset in it.uniroma2.sag.kelp.linearization.nystrom

Methods in it.uniroma2.sag.kelp.linearization.nystrom that return SimpleDataset

Modifier and Type	Method and Description
SimpleDataset	NystromMethodEnsemble.getLinearizedDataset(Dataset dataset, String representationName)
SimpleDataset	NystromMethod.getLinearizedDataset(Dataset dataset, String representationName)

Uses of SimpleDataset in it.uniroma2.sag.kelp.utils

Methods in it.uniroma2.sag.kelp.utils with parameters of type SimpleDataset

Modifier and Type	Method and Description
static <T extends Evaluator> List<T>	ExperimentUtils.nFoldCrossValidation(int nFold, LearningAlgorithm algorithm, SimpleDataset allData, T evaluator) Performs a n-fold cross validation