Avoiding local minima, Computer Engineering

Avoiding Local Minima:

However the error rate of multi-layered networks over a training set could be calculated as the number of mis-classified examples. So always keep in remember that there are many output nodes and all of that could potentially misfire as e.g., giving a value close to 1 when it should have output 0, and vice-versa then we can be more sophisticated in our error evaluation. Generally in practicing the overall network error is calculated like: 

411_Avoiding Local Minima.png

Here This is may be not complicated as it first appears. But there the calculation simply involves working out the difference between the observed output for each output unit and the target output and squaring this to make sure it is positive and then adding up all these squared differences for each  and all output unit and for each example.

Posted Date: 1/11/2013 7:21:54 AM | Location : United States







Related Discussions:- Avoiding local minima, Assignment Help, Ask Question on Avoiding local minima, Get Answer, Expert's Help, Avoiding local minima Discussions

Write discussion on Avoiding local minima
Your posts are moderated
Related Questions
Give the formula for the average access time experienced by the processor in a system with 2 levels of caches. Ans: Formula is for the average access time experienced by the pr

Uninformed Search Strategies: To be able to undertake an unaware search, there is really important that the entire agent needs to know is the primary state, then the possible

Instruction Level It refers to the condition where different instructions of a program are implemented by different processing elements. Most processors have numerous execution

A Scanner is a device which allows you to capture photographs or drawings or text from tangible sources (paper or slides etc.) in electronic form. Scanners work by detecting differ


how does a ohms law c++ programming works

Determine about the security- accidental damage accidental damage is best guarded against by keeping back up files or use Grandfather-Father-Son (GFS) method; also use of passw

Q. Illustrate the Cache Memory Operation? It comprises a copy of a part of main memory contents. When a program is running and CPU tries to read a word of memory (instruction o

The term 'page traffic' describes? Ans. Page Traffic describes the movement of pages in and out of memory.

Define a Gate Fix ASIC-based design in short. Gate Fix ASIC-based design: A Gate Fix implies that a select number of gates and their interconnections may be subtracted or ad