Support Vector Machines

Statistical development
1

Please, Is there an implementation of a Support Vector Machine (SVM) package in Datashield? or is someone currently developing SVM for Datashield?

2

Given that support vector machines directly encode training data as part of the model this would be hard - unless you can embed the data in something like a differential private embedding first. There’s an example in the SafeSVC class in in the sacro-ml repo. But you would still have the issue of checking against class disclosure which ML models are as prone to as other forms of analysis

3

Moved thread to stats dev category.

4

Ok, thank you Jim-smith for suggesting SafeSVC.

5

Vielen Dank für Ihre Nachricht! Ich bin vom 17.03.2025 bis 21.03.2025 im Urlaub und daher in dieser Zeit nicht erreichbar.

Mit besten Grüßen Florian Schwarz

Thanks for your message! I am currently on holidays from 17/03/25 until 21/03/25 and therefore not available.

Best regards, Florian Schwarz

Gospel Ozioma nnadi via DataSHIELD notifications@datashield1.discoursemail.com 17.3.25 19:21 >>>

| gospelON
17 March |

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Ok, thank you Jim-smith for suggesting SafeSVC.