O
- object typepublic interface Normalization<O> extends ObjectFilter
Modifier and Type | Method and Description |
---|---|
O |
restore(O featureVector)
Transforms a feature vector to the original attribute ranges.
|
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.
|
filter
O restore(O featureVector) throws NonNumericFeaturesException
featureVector
- a feature vector to be transformed into original spaceNonNumericFeaturesException
- feature vector is not compatible with values initialized
during normalizationLinearEquationSystem transform(LinearEquationSystem linearEquationSystem) throws NonNumericFeaturesException
linearEquationSystem
- the linear equation system to be transformedNonNumericFeaturesException
- if specified linear equation system is not compatible
with values initialized during normalizationCopyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.