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
whitch goods did the new england colonies exportto england and what did they get in return

SET SCREEN With SET SCREEN the present screen simply specifies the next screen in the chain , control branches to this next screen  as soon as the current screen has been proce

Bit Serial Associative Processor (BSAP) : When the associative processor accepts bit serial memory organization then it is known as bit serial associative processor. While only one

what is Ambiguity in single inheritance

Define in brief about the Database Management Systems Databases (Database Management Systems - DBMS) Databases are used to organise and collect information. Most databas

Which one is better hardware or software firewall While deciding whether to buy a hardware or software firewall, the user must consider important factors such as performance an

Explain about the term E-Cash. E-cash is cash demonstrated by two models. E-cash has one is on-line form of e-cash, that is introduced by DigiCash that permits for the completi

2. The Turing test has often been incorrectly interpreted as being a test of whether or not a person could distinguish between responses from a computer and responses from a person

What are the Process states? By the courses of implementation, processes change state. Status of a process is express by its present activity. Dissimilar practical states of

What do you mean by ‘Bresenham’s him Algorithm?