Table 8 Performance of ChemXSeer 2
From: Chemical entity extraction using CRF and an ensemble of extractors
Feature | Precision | Recall | F Score |
|---|---|---|---|
All | 0.89730 | 0.77646 | 0.83252 |
All - NLP | 0.89749 | 0.74151 | 0.81208 |
All - Word2Vec | 0.88993 | 0.75393 | 0.81631 |
All - Soundex | 0.89784 | 0.77342 | 0.83100 |
Soundex 3 | 0.88937 | 0.76869 | 0.82464 |
Soundex 5 | 0.89647 | 0.77606 | 0.83193 |
Soundex 7 | 0.89730 | 0.77646 | 0.83252 |
Soundex 100 | 0.88868 | 0.76995 | 0.82507 |