Event types where it achieves poor results are broader types like "Transport" and "Attack" that cover a larger spectrum of event instances from heterogeneous contexts and situations.
we see from Figure 2 that the SVM performs well on such event types and as a result out-performs the trigger-based selection process by approximately a factor of 4 for the "Attack" event and a factor of 2 for the "Transport" event.