Package | Description |
---|---|
de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise |
Normalizations operating on columns / variates; where each column is treated independently.
|
Class and Description |
---|
AttributeWiseBetaNormalization
Project the data using a Beta distribution.
|
AttributeWiseCDFNormalization
Class to perform and undo a normalization on real vectors by estimating the
distribution of values along each dimension independently, then rescaling
objects to the cumulative density function (CDF) value at the original
coordinate.
|
AttributeWiseCDFNormalization.Adapter
Array adapter class for vectors.
|
AttributeWiseMinMaxNormalization
Class to perform and undo a normalization on real vectors with respect to
given minimum and maximum in each dimension.
|
AttributeWiseVarianceNormalization
Class to perform and undo a normalization on real vectors with respect to
given mean and standard deviation in each dimension.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.