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R

random - Variable in class elki.datasource.filter.selection.RandomSamplingStreamFilter

Random generator

random - Variable in class elki.datasource.filter.transform.FastMultidimensionalScalingTransform.Par

Random generator.

random - Variable in class elki.datasource.filter.transform.FastMultidimensionalScalingTransform

Random generator.

RANDOM - Variable in class elki.datasource.filter.transform.PerturbationFilter

Random object to generate the attribute-wise seeds for the noise.

RANDOM_ID - Static variable in class elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter.Par

Random source

RANDOM_ID - Static variable in class elki.datasource.filter.transform.FastMultidimensionalScalingTransform.Par

Random seed generator.

RandomDoubleVectorDatabaseConnection - Class in elki.datasource

Produce a database of random double vectors with each dimension in [0:1].

RandomDoubleVectorDatabaseConnection(int, int, RandomFactory, List<? extends ObjectFilter>) - Constructor for class elki.datasource.RandomDoubleVectorDatabaseConnection

Constructor.

RandomDoubleVectorDatabaseConnection.Par - Class in elki.datasource

Parameterization class.

randomInitialization(double[], Random) - Method in class elki.datasource.filter.transform.FastMultidimensionalScalingTransform

Choose a random vector of unit norm for power iterations.

randomPerAttribute - Variable in class elki.datasource.filter.transform.PerturbationFilter

The random objects to generate noise distributions independently for each attribute.

RandomSamplingStreamFilter - Class in elki.datasource.filter.selection

Subsampling stream filter.

RandomSamplingStreamFilter(double, RandomFactory) - Constructor for class elki.datasource.filter.selection.RandomSamplingStreamFilter

Constructor.

RandomSamplingStreamFilter.Par - Class in elki.datasource.filter.selection

Parameterization class

reader - Variable in class elki.datasource.parser.AbstractStreamingParser

Tokenized reader.

readHeader(BufferedReader) - Method in class elki.datasource.parser.ArffParser

Read the dataset header part of the ARFF file, to ensure consistency.

REPLACEMENT_DISTRIBUTION - Static variable in class elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter.Par

Parameter to specify the distribution to sample replacement values from.

ReplaceNaNWithRandomFilter - Class in elki.datasource.filter.cleaning

A filter to replace all NaN values with random values.

ReplaceNaNWithRandomFilter(Distribution, RandomFactory) - Constructor for class elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter

Constructor.

ReplaceNaNWithRandomFilter.Par - Class in elki.datasource.filter.cleaning

Parameterization class.

restore(int, double) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseMADNormalization

Restore a single dimension.

restore(int, double) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseMeanNormalization

Restore a single dimension.

restore(int, double) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseVarianceNormalization

Restore a single dimension.

restore(O) - Method in interface elki.datasource.filter.normalization.Normalization

Transforms a feature vector to the original attribute ranges.

restore(V) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseBetaNormalization

restore(V) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseMADNormalization

restore(V) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseMeanNormalization

restore(V) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseMinMaxNormalization

restore(V) - Method in class elki.datasource.filter.normalization.columnwise.AttributeWiseVarianceNormalization

restore(V) - Method in class elki.datasource.filter.normalization.columnwise.InverseDocumentFrequencyNormalization

rnd - Variable in class elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter.Par

Random generator.

rnd - Variable in class elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter

Random generator.

rnd - Variable in class elki.datasource.filter.selection.RandomSamplingStreamFilter.Par

Random generator

rnd - Variable in class elki.datasource.filter.selection.ShuffleObjectsFilter.Par

Random generator

rnd - Variable in class elki.datasource.filter.selection.ShuffleObjectsFilter

Random generator.

rnd - Variable in class elki.datasource.filter.transform.HistogramJitterFilter.Par

Random generator seed.

rnd - Variable in class elki.datasource.filter.transform.HistogramJitterFilter

Random generator.

rnd - Variable in class elki.datasource.filter.transform.NumberVectorRandomFeatureSelectionFilter.Par

Random generator.

rnd - Variable in class elki.datasource.filter.transform.NumberVectorRandomFeatureSelectionFilter

Holds a random generator.

rnd - Variable in class elki.datasource.RandomDoubleVectorDatabaseConnection.Par

Random generator.

rnd - Variable in class elki.datasource.RandomDoubleVectorDatabaseConnection

Random generator

rows - Variable in class elki.datasource.filter.cleaning.ReplaceNaNWithRandomFilter

Row cache.

run() - Method in class elki.application.ConvertToBundleApplication

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