Hi @MarkusJH,
Welcome in the Community !
To answer your question, one option could be to use the platform "Model Screening" available in menu "Analyze", "Predictive Modeling".
Once in the "Model Screening" platform, you can deselect methods other than "Generalized Regression" and "Additional Methods" (here done on the Titanic dataset), and specify if you want to include 2 factors interactions or quadratic terms in the model. You can also specify the number of folds for cross-validation and a random seed if you want reproducible results :
![Victor_G_0-1675067635901.png Victor_G_0-1675067635901.png](https://community.jmp.com/t5/image/serverpage/image-id/49601iB5C778D0FF980003/image-size/medium?v=v2&px=400)
When the analysis is done, you can see the validation results as a summary across the folds. This summary table can help you select the most appropriate model(s) (you can select the model(s) you want to see in more details (or click on "Select Dominant") and then click on "Run Selected" to open the platform of Generalized Regression to have more details about the selected model(s)):
![Victor_G_3-1675068081233.png Victor_G_3-1675068081233.png](https://community.jmp.com/t5/image/serverpage/image-id/49604i0C8B8F578D5E6665/image-size/medium?v=v2&px=400)
And you can also have a look at individual results by folds (if needed) by opening the menu "Training" and "Validation" (here on "Training", folds identifier can be seen in the last column for each type of model trained):
![Victor_G_2-1675067919919.png Victor_G_2-1675067919919.png](https://community.jmp.com/t5/image/serverpage/image-id/49603i045331985E4C8348/image-size/medium?v=v2&px=400)
I hope I understood your question and that this answer will help you.
If I misunderstand something and this was not what you expect, could you provide more details on which platform do you currently use, what info do you already have and which ones are missing ?
Victor GUILLER
Scientific Expertise Engineer
L'Oréal - Data & Analytics