Consider wider tolerance on optimization of lambda for logistic loss

[chadhazlett]

The optimization for choosing lambda is working great, but with larger samples seems to spend a long time working on the 5th or 6th significant digit, so worth considering smarter tolerance choice or limiting number of iterations.

[lukesonnet]

I'll implement this before doing a bunch of simulations to see how it works. Should probably be fine.