Improve AUC computation: always add 0...1 thresholds in steps of 0.02.  Use F1-optimal threshold.
Return F1 of 0 instead of NaN if a denominator is 0.
Add reference to oversampling correction math.
Merge branch 'arno-deeplearning2'