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. 2015 Aug 7;23(2):289–296. doi: 10.1093/jamia/ocv069

Table 3:

The highest performance of active learning methods

i2b2/VA 2010 ShARe/CLEF 2013
P R F1 SAR (%) P R F1 SAR (%)
Sup 0.8378 0.8053 0.8212 NA 0.7865 0.5819 0.6689 NA
ID 0.8429 0.8114 0.8268 47 0.7934 0.5953 0.6803 48
LC 0.8444 0.8112 0.8275 44 0.7911 0.5965 0.6803 48

Abbreviations: NA, not available; SAR, sequences annotation rate; P, precision; R, recall; F1, F1-measure; Sup, supervised approach; ID, information density; LC, least confidence .