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how can i optimize the parameters of a dataset?

sharkisharki Member Posts: 8 Contributor I
in Help
Hi guys, 

i have a dataset which should look like this: 



my question is, how can i find or generate  optimal values of my parameters (A1-A4), which could describe my labelled parameter (Energy) best? i considers to use some kind of genetic/evolutionary algorithm to solve that optimization problem, but i coundn't find a  fitted operator to do so. The best fitted operator was "optimize parameters" but it seems to optimize only the parameters of somes mathematical models like SVM or Decision Trees. It would be great, if you could give me some advices. Thanks!

Sharki

Answers

  • MartinLiebigMartinLiebig Administrator, Moderator, Employee-RapidMiner, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,533 RM Data Scientist
    Hi,
    Maybe you want to use Prescriptive Optimization of Prescriptive Analytics extension. Therefore you need to build a model first, and then optimize A1-A5 to maximize the model response.
    Best,
    Martin
    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
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