ELM is said to be fast and efficient, but it also suffers from doubts. As a new man in this field, i just want to build a model for environment prediction. Can anyone give me some advice?
Why LSSVM instead of the more standard SVMs? What is ELM? I can't find it in my search engine. Sorry, I guess I'm not as up to date as I'd hoped.
Dear David:
As far as i know, lssvm is more efficient than standard svm. ELM is short for extreme learning machine, which is said to be a big improvement with respect to ANN and svm and also invoked some controversy. Here is the link about both.
lssvm page : http://www.esat.kuleuven.be/sista/lssvmlab/
ELM page: https://en.wikipedia.org/wiki/Extreme_learning_machine
Thanks very much. If you want a very easy to use svm program see Venables and Ripley, Modern Applied Statistics with S, 4th ed., sect. 12.5. As you will see Ripley is down on SVMs and he knows a lot about it. I haven't talked to him specifically about this topic but he is usually open to conversation. His email is [email protected]. Sorry I couldn't help more.
Best wishes, David
BTW I am just starting an SVM project so I'll be quite interested to know what you find out. My email is [email protected]. Thanks
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