TST: avoid side effects across tests

Discovered a possible side effect across tests, while experimenting.
Fixing it here, to be future-proof, although in the current state of the
codebase it is not a problem
BUG: fix bug with high verbosity
Merge pull request #142 from GaelVaroquaux/hot_fix

BUG: fix bug with high verbosity