LFD Book Forum  

Go Back   LFD Book Forum > Book Feedback - Learning From Data > Chapter 4 - Overfitting

Thread Tools Display Modes
Old 03-10-2017, 05:11 AM
luma1 luma1 is offline
Junior Member
Join Date: Feb 2013
Posts: 1
Default specialized generalization bounds

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
Reply With Quote

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

Thread Tools
Display Modes

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 Jump

All times are GMT -7. The time now is 03:19 PM.

Powered by vBulletin® Version 3.8.3
Copyright ©2000 - 2022, Jelsoft Enterprises Ltd.
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.