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

: Data with exploration score and exploitation score column.

Output Ports

: Input data with added uncertainty distribution score."

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Workflows

02_Active_Learning_PBCA_modular_ScoreKNIME Hub

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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:

v5.4

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

Plugin provider: KNIME AG, Zurich, Switzerland

Plugin version: 5.4.0.v202407231408

On NodePit since: 2024-12-06

Last update: 2024-12-17

Tags: Deprecated

KNIME versions: Since v4.1

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