The model which combines the optimal settings for timexes and events outperforms the uninformed baseline by 17.93% (timexes) and 6.64% (events) F 1 -measure.
exploration of the model space on the basis of the (larger and thus presumably more representative) test set shows that the optimised models do not generalise well.