V
- Object type processedpublic abstract class AbstractStreamNormalization<V extends NumberVector> extends AbstractVectorStreamConversionFilter<V,V> implements Normalization<V>
BundleStreamSource.Event
factory
source
Modifier | Constructor and Description |
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protected |
AbstractStreamNormalization()
Initializes the option handler and the parameter map.
|
Modifier and Type | Method and Description |
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protected SimpleTypeInformation<? super V> |
convertedType(SimpleTypeInformation<V> in)
Get the output type from the input type after conversion.
|
V |
restore(V featureVector)
Transforms a feature vector to the original attribute ranges.
|
String |
toString() |
LinearEquationSystem |
transform(LinearEquationSystem linearEquationSystem)
Transforms a linear equation system describing linear dependencies
derived on the normalized space into a linear equation system describing
linear dependencies quantitatively adapted to the original space.
|
initializeOutputType
data, filterSingleObject, getInputTypeRestriction, getMeta, nextEvent
asMultipleObjectsBundle, assignDBID, filter, hasDBIDs, init
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
filter
protected AbstractStreamNormalization()
protected SimpleTypeInformation<? super V> convertedType(SimpleTypeInformation<V> in)
AbstractStreamConversionFilter
convertedType
in class AbstractStreamConversionFilter<V extends NumberVector,V extends NumberVector>
in
- input type restrictionpublic V restore(V featureVector)
Normalization
restore
in interface Normalization<V extends NumberVector>
featureVector
- a feature vector to be transformed into original spacepublic LinearEquationSystem transform(LinearEquationSystem linearEquationSystem)
Normalization
transform
in interface Normalization<V extends NumberVector>
linearEquationSystem
- the linear equation system to be transformedCopyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.