Table 5 Performance in the IPS task, on the test set
From: Automating curation using a natural language processing pipeline
Run | File type | Normalizer | Micro-averaged | Macro-averaged | ||||
|---|---|---|---|---|---|---|---|---|
| Â | Â | Â | Precision | Recall | F1 | Precision | Recall | F1 |
1 | Exact | 0.2302 | 0.1283 | 0.1648 | 0.2757 | 0.3011 | 0.2532 | |
2 | HTML | Exact | 0.2003 | 0.1204 | 0.1504 | 0.2218 | 0.2592 | 0.2066 |
3 | Fuzzy | 0.2131 | 0.1496 | 0.1758 | 0.2392 | 0.3035 | 0.2272 | |