Exploration/Exploitation Scorer

This Node Is Deprecated — This node is kept for backwards-compatibility, but the usage in new workflows is no longer recommended. The documentation below might contain more information.

Calculates a combined exploration / exploitation score.
see paper by Cebron: http://www.inf.uni-konstanz.de/bioml2/publications/Papers2009/CeBe09.pdf

Options

Exploration Score
The column containing the exploration score.
Exploitation Score
The column containing the exploitation score.
Exploitation Factor
The weighting factor between the exploration and exploitation score. Exploration is weighted with (1- Exploitation Factor)).

Input Ports

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Data with exploration score and exploitation score column.

Output Ports

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Input data with added uncertainty distribution score."

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Installation

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

v5.3

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

Plugin provider: KNIME AG, Zurich, Switzerland
Plugin version: 5.3.0.v202312081533
On NodePit since: 2024-07-09
Last update: 2024-11-15
Tags: Deprecated
KNIME versions: Since v4.1

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