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
Determine the term - ARTiSAN Software and  BridgePoint ARTiSAN Software : This provides a variety of UML based CASE tools, which also includes a real time modeling tool.

Approach to reasoning - first-order logic: The formal approach to reasoning has bigger return and disadvantages. In generally we notice, if a computer program has proved somet

Credit cards and smart cards Credit cards comprise a magnetic stripe on the back made up of iron-based particles in a plastic film. Stripe is split up into 3 tracks which a

What is the use of hypertext links in Internet access? Use of Hypertext links in Internet access: From the user’s view point, the Web comprised a vast, worldwide collecti

LCDs are the screens of choice for lightweight screens andportable computers. They consume very little electricity and have advanced technically to quite good resolutions and colou

what is semi conductor

Explain about the Prepurchase Interaction activity. Prepurchase Interaction: This interaction for consumers comprises three activities: • Product or service search and di

Define compilers and interpreters with high level language? Both compilers and interpreters are available for most high-level languages. Though LISP and BASIC are in particular

Perceptrons: However the weights in any ANN are usually just real numbers and the learning problem boils down to choosing the best value for each weight in the network. Becaus

Functionality under load can be tested by running various Vusers concurrently. By enhancing the amount of Vusers, we can verify how much load the server can sustain.