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
a 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 © 2019 ELKI Development Team. License information.