I study the predictability of the EC’s merger decision procedure before and after the 2004 merger policy reform based … on a dataset covering all affected markets of mergers with an official decision documented by DG Comp between 1990 and … concerns in markets affected by a merger, I find that the predictive performance of the random forests is much better than the …