Re: [Scikit-learn-general] stepwise regression

2012-07-29 Thread Alexandre Gramfort
> When running linear_model.Lars I get the following error. > > C:\Python27\lib\site-packages\sklearn\linear_model\least_angle.py:237: > RuntimeWa > rning: invalid value encountered in divide >z = -coefs[n_iter, active] / least_squares should be fixed in master: https://github.com/scikit-lear

Re: [Scikit-learn-general] stepwise regression

2012-07-29 Thread Zach Bastick
When running linear_model.Lars I get the following error. C:\Python27\lib\site-packages\sklearn\linear_model\least_angle.py:237: RuntimeWa rning: invalid value encountered in divide z = -coefs[n_iter, active] / least_squares The script still runs, and I get coefficents and an intercept. Als

Re: [Scikit-learn-general] String Kernal

2012-07-29 Thread Lars Buitinck
2012/7/29 Olivier Grisel : > 2012/7/29 JAGANADH G : >> Is there any support for string kernal + svm in scikit-learn > > Nope but if you can store the complete pairwise kernel matrix of your > dataset you can use the kernel='precomputed' option of SVC, NuSVC, SVR > and NuSVR. > > In that case you ca

Re: [Scikit-learn-general] Summary of my recent blog post and GSoC progress

2012-07-29 Thread Vlad Niculae
New and improved, now with a quick start guide, profiler output and the scikit-learn theme! http://blog.vene.ro/2012/07/27/profiler-output-benchmark-standard-deviation-and-other-goodies-in-scikit-learn-speed/ Also, Olivier lent me a huge hand today and the Jenkins build is almost set up! The te

Re: [Scikit-learn-general] String Kernal

2012-07-29 Thread Olivier Grisel
2012/7/29 JAGANADH G : > Hi > Is there any support for string kernal + svm in scikit-learn Nope but if you can store the complete pairwise kernel matrix of your dataset you can use the kernel='precomputed' option of SVC, NuSVC, SVR and NuSVR. In that case you can use any python function that comp

[Scikit-learn-general] String Kernal

2012-07-29 Thread JAGANADH G
Hi Is there any support for string kernal + svm in scikit-learn Best regards -- ** JAGANADH G http://jaganadhg.in *ILUGCBE* http://ilugcbe.org.in -- Live Security Virtual Conference Exclus

Re: [Scikit-learn-general] stepwise regression

2012-07-29 Thread Alexandre Gramfort
you can also look at http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lars.html#sklearn.linear_model.Lars which, as stepwise regression, cannot discard features as soon as they are selected. Alex On Sun, Jul 29, 2012 at 12:32 AM, Olivier Grisel wrote: > 2012/7/28 Zach Bast