View Single Post
  #2  
Old 04-14-2012, 12:34 AM
yaser's Avatar
yaser yaser is offline
Caltech
 
Join Date: Aug 2009
Location: Pasadena, California, USA
Posts: 1,477
Default Re: Coping with errors in training set

Quote:
Originally Posted by student322 View Post
Are there any methods to efficiently detect and/or correct errors in the training set, aside from reviewing the whole set numerous times manually?
Data pruning is one such technique (for eliminating bad training examples). There were two PhD theses at Caltech that studied the subject.
__________________
Where everyone thinks alike, no one thinks very much
Reply With Quote