Table 3.
Method | DS | |||||
---|---|---|---|---|---|---|
P | R | F | P | R | F | |
MetaMapADR_LEXICON | 0.470 | 0.392 | 0.428 | 0.394 | 0.309 | 0.347 |
MetaMapSEMANTIC_TYPE | 0.289 | 0.484 | 0.362 | 0.230 | 0.403 | 0.293 |
Lexicon-based | 0.577 | 0.724 | 0.642 | 0.561 | 0.610 | 0.585 |
SVM | 0.869 | 0.671 | 0.760 | 0.778 | 0.495 | 0.605 |
ADRMineWITHOUT_CLUSTER | 0.874 | 0.723 | 0.791 | 0.788 | 0.549 | 0.647 |
ADRMineWITH_CLUSTER | 0.860 | 0.784 | 0.821 | 0.765 | 0.682 | 0.721 |
The highest values in each column are highlighted in bold.