Multi Objective Optimisation
1.does multi objective use PCA, Backward Elimination and/or Forward Selection to select the best parameters.
2.What are the advantages of using multi objective optimisation?
2.What are the advantages of using multi objective optimisation?
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Altair Employeehi @fungayism so @IngoRM is the guru here - this was his PhD. 
He wrote a four-part blog series on exactly this question. Happy reading.
https://rapidminer.com/blog/multi-objective-feature-selection-part-1/
https://rapidminer.com/blog/evolutionary-algorithms-feature-selection/
https://rapidminer.com/blog/multi-objective-optimization-feature-selection/
https://rapidminer.com/blog/better-machine-learning-models-with-multi-objective-feature-selection-part-4/
Scott
He wrote a four-part blog series on exactly this question. Happy reading.https://rapidminer.com/blog/multi-objective-feature-selection-part-1/
https://rapidminer.com/blog/evolutionary-algorithms-feature-selection/
https://rapidminer.com/blog/multi-objective-optimization-feature-selection/
https://rapidminer.com/blog/better-machine-learning-models-with-multi-objective-feature-selection-part-4/
Scott
https://rapidminer.com/blog/multi-objective-feature-selection-part-1/
https://rapidminer.com/blog/evolutionary-algorithms-feature-selection/
https://rapidminer.com/blog/multi-objective-optimization-feature-selection/
https://rapidminer.com/blog/better-machine-learning-models-with-multi-objective-feature-selection-part-4/
Scott