[MRG] Bug fix and new feature: fix implementation of average precision score and add eleven-point interpolated option (7356 rebased)#9017

GaelVaroquaux wants to merge 3 commits intoscikit-learn:masterscikit-learn/scikit-learn:masterfrom

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