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Exploration/Exploitation Scorer

DeprecatedKNIME Active Learning Plug-in version 4.3.0.v202011190949 by KNIME AG, Zurich, Switzerland

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."

Best Friends (Incoming)

Best Friends (Outgoing)

Workflows

Installation

To use this node in KNIME, install KNIME Active Learning from the following update site:

KNIME 4.3

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

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