Gaussian Distributed Assigner

Assigns a value based on the class column. This value is Gaussian distributed as defined in the configuration by its mean and standard deviation.
This number generator can be used to generate different distributions based on the values of a categorical dependency column. To use this option please select a dependency column. You will then be able to assign one parameter settings for each value of the given class column.

Options

Dependency Column: Choose a class column or "none" to define one setting for the whole table.
Column Name: The name for the generated column.
Seed: Use the seed to get the same result in each run of the node.
Bounds: These bounds are used for the whole column.
values: The mean and the standard deviation can be defined for each value of the given class column.

Input Ports

: Data table

Output Ports

: one additional column containing the Gaussian distributed value

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Installation

To use this node in KNIME, install the extension KNIME Data Generation from the below update site following our NodePit Product and Node Installation Guide:

v5.4

A zipped version of the software site can be downloaded here.

Plugin provider: KNIME AG, Zurich, Switzerland

Plugin version: 5.4.0.v202407231409

On NodePit since: 2024-12-06

Last update: 2024-12-17

KNIME versions: Since v3.6

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