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Exploration/Exploitation Scorer

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

: Data with exploration score and exploitation score column.

Output Ports

: 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:

v4.0

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

Plugin provider: KNIME AG, Zurich, Switzerland

Plugin version: 4.0.0.v201905311239

On NodePit since: 2019-06-27

Last update: 2024-12-24

KNIME versions: From v3.6 to v4.0

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