Table 7.

Performance of CRF-VSM by event type, sorted by F-score (Freq. = Frequency of the event in test data).

Event	Freq.	Prec.	Rec.	F-score
PROTEIN CATABOLISM	13	100	84.6	91.7
GENE EXPRESSION	208	75.9	77.4	76.7
PHOSPHORYLATION	34	82.8	70.6	76.2
LOCALIZATION	13	72.7	61.5	66.7
BINDING	119	78.7	52.9	63.3
TRANSCRIPTION	52	64.0	61.5	62.7
POSITIVE REGULATION	263	64.9	42.2	51.2
REGULATION	86	51.2	25.6	34.1
NEGATIVE REGULATION	60	50.0	23.3	31.8