Apparently those are all regressions caused by the latest version of scipy. Those tests all pass with scipy 0.12. It would be great if someone (you?) could investigate on what has changed in SciPy and is causing the failures and what should be adjusted in scikit-learn to account for those changes while preserving backward compat with earlier versions of scipy.
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