Uses of Class
elki.datasource.filter.AbstractConversionFilter
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Packages that use AbstractConversionFilter Package Description elki.datasource.filter Data filtering, in particular for normalization and projection.elki.datasource.filter.normalization.columnwise Normalizations operating on columns / variates; where each column is treated independently.elki.datasource.filter.transform Data space transformations.elki.datasource.filter.typeconversions Filters to perform data type conversions. -
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Uses of AbstractConversionFilter in elki.datasource.filter
Subclasses of AbstractConversionFilter in elki.datasource.filter Modifier and Type Class Description class
AbstractVectorConversionFilter<I,O extends NumberVector>
Abstract class for filters that produce number vectors. -
Uses of AbstractConversionFilter in elki.datasource.filter.normalization.columnwise
Subclasses of AbstractConversionFilter in elki.datasource.filter.normalization.columnwise Modifier and Type Class Description class
AttributeWiseMeanNormalization<V extends NumberVector>
Normalization designed for data with a meaningful zero:
The 0 is retained, and the data is linearly scaled to have a mean of 1, by projection with f(x) = x / mean(X).class
AttributeWiseMinMaxNormalization<V extends NumberVector>
Class to perform and undo a normalization on real vectors with respect to a given minimum and maximum in each dimension.class
AttributeWiseVarianceNormalization<V extends NumberVector>
Class to perform and undo a normalization on real vectors with respect to given mean and standard deviation in each dimension.class
InverseDocumentFrequencyNormalization<V extends SparseNumberVector>
Normalization for text frequency (TF) vectors, using the inverse document frequency (IDF). -
Uses of AbstractConversionFilter in elki.datasource.filter.transform
Subclasses of AbstractConversionFilter in elki.datasource.filter.transform Modifier and Type Class Description class
GlobalPrincipalComponentAnalysisTransform<O extends NumberVector>
Apply Principal Component Analysis (PCA) to the data set.class
PerturbationFilter<V extends NumberVector>
A filter to perturb the values by adding micro-noise. -
Uses of AbstractConversionFilter in elki.datasource.filter.typeconversions
Subclasses of AbstractConversionFilter in elki.datasource.filter.typeconversions Modifier and Type Class Description class
SparseVectorFieldFilter<V extends SparseNumberVector>
Class that turns sparse float vectors into a proper vector field, by setting the maximum dimensionality for each vector.class
UncertainSplitFilter
Filter to transform a single vector into a set of samples to interpret as uncertain observation.class
WeightedUncertainSplitFilter
Filter to transform a single vector into a set of samples and weights to interpret as uncertain observation.
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