specialized generalization bounds

03-10-2017, 04:11 AM

luma1

Junior Member

Join Date: Feb 2013

Posts: 1

specialized generalization bounds

Hi,
I'm searching for bounds of the out-of-sample error, tailored for linear models, logistic regression, and/or SVM. E.g. some specialized formulation of the VC-inequality, or some other bounds specifically for these model classes, that are more restrictive than the generic VC-inequality.
Do such bounds exist, and where can I find them?

Thanks & best regards
Martin

Tags

bounds, out-of-sample error, vc-inequality

« Previous Thread | Next Thread »

Thread Tools
Show Printable Version Email this Page
Display Modes
Switch to Linear Mode Hybrid Mode Switch to Threaded Mode

Posting Rules
You may not post new threads You may not post replies You may not post attachments You may not edit your posts BB code is On Smilies are On [IMG] code is On HTML code is Off Forum Rules

Forum Jump

All times are GMT -7. The time now is 02:45 PM.

The contents of this forum are to be used ONLY by readers of the Learning From Data book by Yaser S. Abu-Mostafa, Malik Magdon-Ismail, and Hsuan-Tien Lin, and participants in the Learning From Data MOOC by Yaser S. Abu-Mostafa. No part of these contents is to be communicated or made accessible to ANY other person or entity.