Table 4.
Entity type | Tool | Evaluated on | Performance | ||
---|---|---|---|---|---|
P | R | F1 | |||
Chemicals | Dictionary-based49 | n/a | n/a | n/a | 53.82 |
Disease | DNorm50 | NCBI Disease | 82.8 | 81.9 | 80.9 |
Corpus | |||||
Gene | GeneTUKit51 | n/a | n/a | n/a | 82.97 |
GNAT-100 | 43.0 | 56.7 | 48.9 | ||
Mutation | tmVar52 | MutationFinder | 98.80 | 89.62 | 93.98 |
Corpus |
PubTator is the NER tool used during the pre-annotation step of PGxCorpus. P, R and F1 stand for Precision, Recall and F1-score, respectively. n/a denotes we were not able to find information to fill the cell.