GENERAL's F-measure was slightly improved from 87.04% to 87.10%.
when we trained the cubic kernel classifiers by using only features that appeared three times or more (without considering weights), TinySVM's classification time was reduced by only 14% and the F-measure was slightly degraded to 86.85%.