Uses of Class
elki.datasource.filter.AbstractConversionFilter

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.

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.