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

Icon
Data with exploration score and exploitation score column.

Output Ports

Icon
Input data with added uncertainty distribution score."

Popular Predecessors

Popular Successors

Views

This node has no views

Workflows

Links

Developers

You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.

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

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!