Quantile Normalization

This component implements quantile normalization, which is a technique to make two distributions identical in statistical properties. See https://en.wikipedia.org/wiki/Quantile_normalization for further information.
Only numeric columns are used. There should be at least 1 numeric (interget, long, double types) column selected.
All non-numeric columns as well as not selected numeric columns are kept in the output table.

Options

Subset of numeric columns: Select a subset of columns to which quantile normalization will be applied. By default all numerical columns will be used.

Input Ports

: Input table with at least one numeric column

Output Ports

: Table with numeric columns having similar statistical properties.

Nodes

Column Appender2 ×
Rank2 ×
Breakpoint1 ×
Cell Replacer1 ×
Column Filter Configuration1 ×
Show all 17 nodes

Extensions

FeatureKNIME Base nodes
FeatureKNIME Quick Forms