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Exploration/Exploitation Scorer

KNIME Active Learning Plug-in version 4.0.0.v201905311239 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."

Developers

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