Re: [Scikit-learn-general] Randomized PCA

2011-11-02 Thread Olivier Grisel
2011/11/3 Kenneth C. Arnold : > On Wed, Nov 2, 2011 at 6:04 PM, Olivier Grisel > wrote: >> 2011/11/2 Radim Rehurek : >>> If you decide to implement the randomized PCA, I can offer some >>> observations: >>> >>> 1. oversampling does little, accuracy comes mostly from the extra power >>> iteratio

Re: [Scikit-learn-general] Randomized PCA

2011-11-02 Thread Kenneth C. Arnold
On Wed, Nov 2, 2011 at 6:04 PM, Olivier Grisel wrote: > 2011/11/2 Radim Rehurek : >> If you decide to implement the randomized PCA, I can offer some observations: >> >> 1. oversampling does little, accuracy comes mostly from the extra power >> iteration steps >> 2. no power iterations result in m

Re: [Scikit-learn-general] Randomized PCA

2011-11-02 Thread Olivier Grisel
2011/11/2 Radim Rehurek : > Hi guys, > >> Od: Olivier Grisel >> 2011/11/2 Stéfan van der Walt : >> > Hi all, >> > >> > Maybe this paper, from the current issue from SIAM Journal on >> > Scientific Computing is of some interest: >> > >> > http://epubs.siam.org/sisc/resource/1/sjoce3/v33/i5/p2580_s1

Re: [Scikit-learn-general] average f1_score

2011-11-02 Thread Satrajit Ghosh
hi robert, If you look at classification report it returns: --- precisionrecall f1-score support -1 0.53 0.44 0.4818 1 0.63 0.71 0.6724 avg / total 0.59 0.60 0.5942 --- but if you

Re: [Scikit-learn-general] average f1_score

2011-11-02 Thread Robert Layton
On 3 November 2011 08:32, Satrajit Ghosh wrote: > how do i get at the average f1_score if i have two labels 1 and -1 or 1 > and 0? it always seems to return the positive one. > > cheers, > > satra > > > -- > RSA(R) Confer

[Scikit-learn-general] average f1_score

2011-11-02 Thread Satrajit Ghosh
how do i get at the average f1_score if i have two labels 1 and -1 or 1 and 0? it always seems to return the positive one. cheers, satra -- RSA(R) Conference 2012 Save $700 by Nov 18 Register now http://p.sf.net/sfu/rsa-s

Re: [Scikit-learn-general] Randomized PCA

2011-11-02 Thread David Warde-Farley
On Wed, Nov 02, 2011 at 09:06:46PM +0100, Olivier Grisel wrote: > 2011/11/2 Stéfan van der Walt : > > Hi all, > > > > Maybe this paper, from the current issue from SIAM Journal on > > Scientific Computing is of some interest: > > > > http://epubs.siam.org/sisc/resource/1/sjoce3/v33/i5/p2580_s1?view

Re: [Scikit-learn-general] svg of logo

2011-11-02 Thread Satrajit Ghosh
thank you. i got attracted to the images folder! cheers, satra On Wed, Nov 2, 2011 at 5:01 PM, Gael Varoquaux < [email protected]> wrote: > On Wed, Nov 02, 2011 at 03:09:46PM -0400, Satrajit Ghosh wrote: > >is there an svg version of the sklearn logo? > > I think that you should

Re: [Scikit-learn-general] svg of logo

2011-11-02 Thread Gael Varoquaux
On Wed, Nov 02, 2011 at 03:09:46PM -0400, Satrajit Ghosh wrote: >is there an svg version of the sklearn logo? I think that you should find what you are looking for in the doc/logos directory. Cheers, Gaël -- RSA(R)

Re: [Scikit-learn-general] Randomized PCA

2011-11-02 Thread Olivier Grisel
2011/11/2 Stéfan van der Walt : > Hi all, > > Maybe this paper, from the current issue from SIAM Journal on > Scientific Computing is of some interest: > > http://epubs.siam.org/sisc/resource/1/sjoce3/v33/i5/p2580_s1?view=print AFAIK, Radim Rehurek in CC has already implemented this algorithm in

[Scikit-learn-general] Randomized PCA

2011-11-02 Thread Stéfan van der Walt
Hi all, Maybe this paper, from the current issue from SIAM Journal on Scientific Computing is of some interest: http://epubs.siam.org/sisc/resource/1/sjoce3/v33/i5/p2580_s1?view=print Regards Stéfan -- RSA(R) Conference

[Scikit-learn-general] svg of logo

2011-11-02 Thread Satrajit Ghosh
is there an svg version of the sklearn logo? cheers, satra -- RSA(R) Conference 2012 Save $700 by Nov 18 Register now http://p.sf.net/sfu/rsa-sfdev2dev1___ Scikit-learn-general

Re: [Scikit-learn-general] Cache Size argument of SVM/SVR

2011-11-02 Thread Mathieu Blondel
For those interested in following the discussion: https://github.com/scikit-learn/scikit-learn/commit/7769275dc4fb9f5f8ea6448ecfbaffe4fdcbf1a6 Mathieu -- RSA(R) Conference 2012 Save $700 by Nov 18 Register now http://p.s

Re: [Scikit-learn-general] Cache Size argument of SVM/SVR

2011-11-02 Thread Olivier Grisel
2011/11/2 Andreas Mueller : > Hi everybody. > When I commited something today that I thought fixed an inconsistency in the > docs, > Mathieu pointed out that the cache_size parameter was removed from the SVM > functions. (It seems that it was still in the .fit method of the SVM) > > What was the re

[Scikit-learn-general] Cache Size argument of SVM/SVR

2011-11-02 Thread Andreas Mueller
Hi everybody. When I commited something today that I thought fixed an inconsistency in the docs, Mathieu pointed out that the cache_size parameter was removed from the SVM functions. (It seems that it was still in the .fit method of the SVM) What was the reason for the removal? It seems that th