Due to recent updates, all users are required to create an Altair One account to login to the RapidMiner community. Click the Register button to create your account using the same email that you have previously used to login to the RapidMiner community. This will ensure that any previously created content will be synced to your Altair One account. Once you login, you will be asked to provide a username that identifies you to other Community users. Email us at Community with questions.
How to check the optimal epsilon of SVM using Auto Model?
Learner III
Dear members,
I wonder is there any way to check the optimal epsilon of SVM by using Auto Model?
I have been looking for it... but I only see gamma and cost.
Thank you
I wonder is there any way to check the optimal epsilon of SVM by using Auto Model?
I have been looking for it... but I only see gamma and cost.
Thank you
Tagged:
1
Answers
I can only see that the optimal parameters used in SVM are C and Gamma in auto model. If you want to add epsilon, please follow the below steps.
You can open the SVM process in auto model by clicking "open process" and go to "Train model" subprocess present in (2) - FEATURE ENGINEERING & MODELING. If you double click that, you can see there is an "Optimize?" subprocess. There is a "Final Optimal Parameter" (optimize parameter(grid)) operator, you can edit the parameter setting and include "epsilon" by selecting Model PO (SVM) and epsilon and give the values that need to be checked.
You can save the process and run it to get optimal values of the parameters.
Varun
https://www.varunmandalapu.com/
Be Safe. Follow precautions and Maintain Social Distancing