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Multi-criteria decision making #5284

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Mahdibrahim opened this issue Feb 28, 2024 · 0 comments
Open

Multi-criteria decision making #5284

Mahdibrahim opened this issue Feb 28, 2024 · 0 comments
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feature Change that does not break compatibility, but affects the public interfaces.

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@Mahdibrahim
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Motivation

In solving multi-objective hyperparameter optimization , the pareto front solution will be the output.
In order to select the optimal solution among the paretos, multi-criteria decision making analysis should be performed (in case of 2 objectives and more).

Description

In order to develop MCDM tool, lot of MCDA algorithm exist (TOPSIS, ELECTRE I,...)
Most algorithms exist on PyMCDM which was developed recently.
This will allow programmers to select the most optimal model upon several criteria and objective weights.

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@Mahdibrahim Mahdibrahim added the feature Change that does not break compatibility, but affects the public interfaces. label Feb 28, 2024
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@Mahdibrahim