[Scikit-learn-general] Fwd: Re: scikit-learn Growing Neural Gas?

2013-11-19 Thread Andreas Mueller
Hi Stanislaw. Thanks for your mail. Such discussion should go to the scikit-learn mailing list (I just forwarded). We had a similar discussion about SOMs recently, and the outcome was that we want algorithms that perform well in practice. So if you have a machine learning problem where GNG has

[Scikit-learn-general] GradientBoostingRegressor with huber-loss and subsampling

2013-11-19 Thread hannithebunny
Hi, in previous versions of scikit-learn I used GradientBoostingRegression with parameters: - loss = 'huber' - subsample =0.8 After a sklearn update to version 0.14.1, I can use the 'huber' loss-function only if subsamble=1.0. For e.g. subsample=0.8 the error message below is displayed: ...

Re: [Scikit-learn-general] Benchmarking non-negative least squares solvers, work in progress

2013-11-19 Thread Vlad Niculae
I finally found a desk and some focus. I addressed Mathieu's suggestions and added some timings on real data (with a lot of concessions so that it would run reasonably quick on my machine). Here's the results: http://nbviewer.ipython.org/7224672 It becomes clear that `tol` still means different

Re: [Scikit-learn-general] Trees with unbalanced classes

2013-11-19 Thread Michael Lovell
Sergey Feldman sergeyfeldman@... writes: Hi Sergey, I am having the exact same issue with my data set except its 80 dimensional and I only have two classes where the classes are unbalanced about 5:1. I am also using random forest in sklearn. Just curious how well did using Manish's

Re: [Scikit-learn-general] GradientBoostingRegressor with huber-loss and subsampling

2013-11-19 Thread Peter Prettenhofer
Hi Johannes, The bug was fixed recently, please use the master while there is no 0.15 release. Best, Peter Am 19.11.2013 16:33 schrieb hannithebunny hannithebu...@hotmail.de: Hi, in previous versions of scikit-learn I used GradientBoostingRegression with parameters: - loss = 'huber' -

Re: [Scikit-learn-general] Scikit-learn-general Digest, Vol 46, Issue 25

2013-11-19 Thread Michal Romaniuk
I could have a look, if only I could figure out how to create a second fork of scikit-learn on github... The current one has the proposed change to grid_search that I submitted. Michal On 19/11/13 19:15, scikit-learn-general-requ...@lists.sourceforge.net wrote: Apparently those are all