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 .