Insample error and Max Likelihood
The learning bounds we learnt in the course relate the generalization error of h, where h is the best hypothesis in terms of insample error, to the VC dimension.
In practice very often the best hypothesis h' is computed/estimated using Max Likelihood. Is there a connection between the insample error of h' (the max likelihood hypothesis) and the minimum insample error possible? 
Re: Insample error and Max Likelihood
Thank you, Prof Magdon.

Re: Insample error and Max Likelihood
Thank you, Prof Magdon.
دستگاه فایبر 
All times are GMT 7. The time now is 04:11 AM. 
Powered by vBulletin® Version 3.8.3
Copyright ©2000  2021, Jelsoft Enterprises Ltd.
The contents of this forum are to be used ONLY by readers of the Learning From Data book by Yaser S. AbuMostafa, Malik MagdonIsmail, and HsuanTien Lin, and participants in the Learning From Data MOOC by Yaser S. AbuMostafa. No part of these contents is to be communicated or made accessible to ANY other person or entity.