Re: [Scikit-learn-general] OneVsRestClassifier Online learning

2012-11-26 Thread Mathieu Blondel
On Tue, Nov 27, 2012 at 9:11 AM, Ak wrote: > For OneVsRestClassifier, if separate classifiers are trained for every > category, would online learning mean training only a particular > classifier for > the category that the new sample belongs to? > Remember that one-vs-rest trains each base cl

[Scikit-learn-general] OneVsRestClassifier Online learning

2012-11-26 Thread Ak
For OneVsRestClassifier, if separate classifiers are trained for every category, would online learning mean training only a particular classifier for the category that the new sample belongs to? For e.g. if I train OneVsRestClassifier(SGDClassifier()), right now for predicting the probability

Re: [Scikit-learn-general] Precision / Recall curve - surprising output

2012-11-26 Thread Wei LI
Could you please paste the y_true and y_probas you use to calculate the roc_curve? Sometimes the roc curve may look very strange as the denominator for precision is "relevant document" retrieved which varies with thresholds. Could please also check that whether recall is decreasing in your case? O

Re: [Scikit-learn-general] Precision / Recall curve - surprising output

2012-11-26 Thread Olivier Grisel
2012/11/26 François Kawala : > Hello everybody, > > I'm interacting with "Scikit-learn peoples" for the first time, and I have > to say that is an amazing work that you've done here. I am very grateful for > the time you've spent in order that beginners like could play with such > great tools. > >

[Scikit-learn-general] Precision / Recall curve - surprising output

2012-11-26 Thread François Kawala
Hello everybody, I'm interacting with "Scikit-learn peoples" for the first time, and I have to say that is an amazing work that you've done here. I am very grateful for the time you've spent in order that beginners like could play with such great tools. Having seen this example http://scikit-lear

[Scikit-learn-general] Webinar signup: Advances in Gradient Boosting: the Power of Post-Processing. December 14, 10-11 a.m., PST

2012-11-26 Thread Lisa Solomon
Webinar signup: Advances in Gradient Boosting: the Power of Post-Processing December 14, 10-11 a.m., PST Webinar Registration: http://2.salford-systems.com/gradientboosting-and-post-processing/ Course Outline: *Gradient Boosting and Post-Processing: o What is missing from Gradien

Re: [Scikit-learn-general] [Broken] scikit-learn/scikit-learn#47 (master - e0da673)

2012-11-26 Thread Lars Buitinck
Funny: when I try to 'make test', I get the error == FAIL: sklearn.tests.test_common.test_classifiers_train -- Traceback (most recent call last): File "/usr/li