shogun-toolbox/shogun — pull request #605 by pluskid (2012-06-27 13:30:59+00:00)
Title: ShareBoost py-modular interface

and a py-modular example.
I haven't tested thoroughly, but on the uci optdigits dataset, it performs better than (e.g.) ECOC with only a dozen features. The training is not very fast, but the advantage of ShareBoost is feature selection, it can be fast at predicting coz very few features are used.