On Wed, Oct 12, 2011 at 2:52 PM, Peter Prettenhofer <[email protected]> wrote:
> The results in [Xu 2011] are pretty impressive given the simplicity of > the algorithm - we should definitely give it a try. Unfortunately, the > algorithm shares some of the undesirable properties of SGD: you need a > number of heuristics to make it work (e.g. learning rate schedule, > averaging start point t_0) Indeed, averaging has been used for ages in the Perceptron community. CRFsuite has been supporting averaging for quite some time too I think. ASGD's results look indeed impressive, though. Mathieu ------------------------------------------------------------------------------ All the data continuously generated in your IT infrastructure contains a definitive record of customers, application performance, security threats, fraudulent activity and more. Splunk takes this data and makes sense of it. Business sense. IT sense. Common sense. http://p.sf.net/sfu/splunk-d2d-oct _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
