Overfitted the data, Computer Engineering

Overfitted the data:

Moreover notice that as time permitting it is worth giving the training algorithm the benefit of the doubt as more as possible. However that is, the error in the validation set can also go by local minima then it is not wise to stop training as soon as the validation set error switch on to increase, as a better minima may be achieved later on. Obviously, if the minima is never bettered so the network that is finally presented by the learning algorithm should be re-wound to be the one that produced the minimum on the validation set.

Alarmingly the another way around overfitting is to decrease each weight by a small  weight decay factor during each epoch. So learned networks with large as positive or negative weights would be tend to have overfitted the data but larger weights are required to accommodate outliers in the data.

Thus keeping the weights low into a weight decay factor may help to steer the network from overfitting.

Posted Date: 1/11/2013 7:27:23 AM | Location : United States







Related Discussions:- Overfitted the data, Assignment Help, Ask Question on Overfitted the data, Get Answer, Expert's Help, Overfitted the data Discussions

Write discussion on Overfitted the data
Your posts are moderated
Related Questions
Q. How to Working in Dreamweaver? Let's now start our journey into the realm of Dreamweaver. We begin with typing in a few test lines in Design view. See that how our work area

Q. How to make frames for web documents? Intelligent use of frames can give your pages a cleaner look and make easier to navigate. The fundamental concept goes like this: Every

Hubs are present in the network To interconnect the LAN with WANs.

Convert hexadecimal BCH to decimal of form 0100 1000. Converting the hexadecimal BCH to decimal number firstly convert given number into two's compliment that is: 0100100

What is the difference between field-group header and other field groups? The header field group is a particular field group for the sort criteria.  The system automatically p

List Out the Features of Computer Memory? Features of each type of memory   Type Volatile? Write able? Erase Size

Windows Authentication This provider utilizes the authentication capabilities of IIS. After IIS completes its authentication, ASP.NET uses the authenticated identity's token to

B2B - Business to Business  It is a mode of conducting business among two or more companies over the Internet, rather than more traditional modes like as telephone, mail, and f

Give a solution for readers-writers problem using conditional critical regions. Solution for readers-writers problem using conditional critical regions: Conditional critical

Automatic correlation from web point of sight can be set in recording options and correlation tab. Here we can enable correlation for the whole script and choose either issue onlin