Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-15 Thread David Warde-Farley
On 2012-02-15, at 2:20 AM, Mathieu Blondel wrote: > git bisect tells me that the regression was introduced in: > https://github.com/scikit-learn/scikit-learn/commit/658897497399147a78fad5f7001fc62dd1e487ed Wow, that was quick. Thanks, Mathieu! -

Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread Olivier Grisel
2012/2/15 Olivier Grisel : > 2012/2/15 Olivier Grisel : >> Indeed, good catch! Can you open an issue along with the script you >> used for the bisect? > > Actually I will do it myself. Done: https://github.com/scikit-learn/scikit-learn/issues/630 -- Olivier http://twitter.com/ogrisel - http://gi

Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread Olivier Grisel
2012/2/15 Olivier Grisel : > Indeed, good catch! Can you open an issue along with the script you > used for the bisect? Actually I will do it myself. -- Olivier http://twitter.com/ogrisel - http://github.com/ogrisel --

Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread Olivier Grisel
Indeed, good catch! Can you open an issue along with the script you used for the bisect? -- Virtualization & Cloud Management Using Capacity Planning Cloud computing makes use of virtualization - but cloud computing also

Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread Mathieu Blondel
On Wed, Feb 15, 2012 at 7:31 AM, Olivier Grisel wrote: > C is now scaled against the number of examples. You should re-grid > search tune it or multiply it's old value my `n_samples`. David did use scale_C=False... I can reproduce the error by adding the following test to test_multiclass.py: de

Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread Olivier Grisel
C is now scaled against the number of examples. You should re-grid search tune it or multiply it's old value my `n_samples`. -- Olivier -- Virtualization & Cloud Management Using Capacity Planning Cloud computing makes u

Re: [Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread David Warde-Farley
On Tue, Feb 14, 2012 at 07:54:45PM -0500, David Warde-Farley wrote: > print "Training accuracy:", (train_l ≡ svm.predict(train)).mean() > print "Test accuracy:", (test_l ≡ svm.predict(test)).mean() > print "scikit-learn version:", sklearn.__version__ Sorry, editor fudge. That should be: print "T

[Scikit-learn-general] OneVsRestClassifier in git master

2012-02-14 Thread David Warde-Farley
Further to my last message, there seems to be a rather serious regression in OneVsRestClassifier in git master. I didn't find an issue about it. The following reproduces the behaviour in question: import numpy as np import sklearn from sklearn.multiclass import OneVsRestClassifier import sklea