[SciPy-dev] Hello, patch submmited, user to log in trac
Antonio Arauzo Azofra
arauzo at decsai.ugr.es
Thu Apr 20 05:57:34 CDT 2006
Robert Kern wrote:
> Thank you! Can you provide some test data that we could incorporate into our
> unit tests?
Yes, the following data, according to:
Janez Demsar "Statistical Comparisons of Classifiers over Multiple Data
Sets". Journal of Machine Learning Research, v7, pages 1-30, 2006.
scipy.stats.friedmanchisquare(scipy.array([0.763, 0.599, 0.954, 0.628,
0.882, 0.936, 0.661, 0.583, 0.775, 1.0, 0.94, 0.619, 0.972, 0.957]),
scipy.array([0.768, 0.591,0.971,0.661,0.888, 0.931, 0.668, 0.583, 0.838,
1.0, 0.962, 0.666, 0.981, 0.978]), scipy.array([0.771, 0.590, 0.968,
0.654, 0.886, 0.916, 0.609, 0.563, 0.866, 1.0, 0.965, 0.614, 0.9751,
0.946]), scipy.array([0.798, 0.569, 0.967, 0.657, 0.898, 0.931, 0.685,
0.625, 0.875, 1.0, 0.962, 0.669, 0.975, 0.970]))
should give a statistic value around 9.28 (there is low precision as the
result is given on a derived test). This article ignores ties. If ties
are handled the result should be equal or greater.
I am not sure how to incorporate this in the tests code.
I'll prepare the patch for tie handling in friedman soon. Also I have
programed a Friedman derived test by Iman and Davenport, not sure if it
is interesting to include it.
>>Can you create a user for me in trac? I hope I can help developing in
>>future.
> I'm looking into allowing users to register themselves. At the moment, I think
> the user list is tied to SVN write access. OTOH, if you keep the quality patches
> coming, I'm sure we'll give you that, too.
Ok.
--
Saludos,
Antonio Arauzo Azofra
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