Package elki.datasource.filter.typeconversions
Filters to perform data type conversions.
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Class Summary Class Description ClassLabelFilter Class that turns a label column into a class label column.ClassLabelFilter.Par Parameterization class.ClassLabelFromPatternFilter Streaming filter to derive an outlier class label.ClassLabelFromPatternFilter.Par Parameterization class.ExternalIDFilter Class that turns a label column into an external ID column.ExternalIDFilter.Par Parameterization class.MultivariateTimeSeriesFilter<V extends FeatureVector<?>> Class to "fold" a flat number vector into a multivariate time series.SparseVectorFieldFilter<V extends SparseNumberVector> Class that turns sparse float vectors into a proper vector field, by setting the maximum dimensionality for each vector.SplitNumberVectorFilter<V extends NumberVector> Split an existing column into two types.SplitNumberVectorFilter.Par<V extends NumberVector> Parameterization class.UncertainifyFilter<UO extends UncertainObject> Filter class to transform a database containing vector fields into a database containingUncertainObject
fields by invoking aUncertainifier
on each vector.UncertainifyFilter.Par<UO extends UncertainObject> Parameterization class.UncertainSplitFilter Filter to transform a single vector into a set of samples to interpret as uncertain observation.UncertainSplitFilter.Par Parameterization class.WeightedUncertainSplitFilter Filter to transform a single vector into a set of samples and weights to interpret as uncertain observation.WeightedUncertainSplitFilter.Par Parameterization class.