metadata
tags:
- spacy
- token-classification
language:
- en
model-index:
- name: en_BiomedNER_EuropePMC
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.871384947
- name: NER Recall
type: recall
value: 0.9057132188
- name: NER F Score
type: f_score
value: 0.8882175227
Bio Named Entity Recognition using BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext
| Feature | Description |
|---|---|
| Name | en_BiomedNER_EuropePMC |
| Version | 1.0.0 |
| spaCy | >=3.2.4,<3.3.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | Santosh Tirunagari |
Label Scheme
View label scheme (4 labels for 1 components)
| Component | Labels |
|---|---|
ner |
CD, DS, GP, OG |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
88.82 |
ENTS_P |
87.14 |
ENTS_R |
90.57 |
TRANSFORMER_LOSS |
92291.81 |
NER_LOSS |
109755.03 |