Multi Objective Optimisation

fungayim

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?

sgenzer

hi @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

sgenzer

hi @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