The answer is yes, it effectively cancels out the penalty, by meaning that natural 2s turn into a 1, which is a hit with your 1+ WS.
However, if you take the warlord trait for extra hits on a 6+ to hit then that wont work, as a natural 6 is modified to a 5 and wont trigger the extra hits.