2013/2/5 Olivier Grisel <olivier.gri...@ensta.org>: > Am I right to assume that the main reference for ELM is > http://www.ntu.edu.sg/home/egbhuang/ ?
I've tried ELMs once. Apart from the hyped-up name, they're neural nets with random input-to-hidden weights (a very old idea) and least-squares fitting of the hidden-to-output weights. I could get some interesting results on the digits dataset (https://gist.github.com/larsmans/2493300) and they have the benefit of having two hyperparameters and very fast training, but in my experience the performance is very sensitive to the random seed. @Gilles: SLFN = single-layer feedforward network (a very ELM-specific acronym, AFAIK). -- Lars Buitinck Scientific programmer, ILPS University of Amsterdam ------------------------------------------------------------------------------ Free Next-Gen Firewall Hardware Offer Buy your Sophos next-gen firewall before the end March 2013 and get the hardware for free! Learn more. http://p.sf.net/sfu/sophos-d2d-feb _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
