metadata
tags:
- spacy
- token-classification
language:
- pt
model-index:
- name: pt_pipeline
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9274830806
- name: NER Recall
type: recall
value: 0.9293805645
- name: NER F Score
type: f_score
value: 0.9284308531
Portuguese transformer pipeline (bert-base-portuguese-cased). Components: transformer, ner.
Feature | Description |
---|---|
Name | pt_core_news_trf |
Version | 3.4.0 |
spaCy | >=3.4.3,<3.5.0 |
Default Pipeline | transformer , ner |
Components | transformer , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) |
License | MIT |
Author | Maicon Domingues |
Label Scheme
View label scheme (4 labels for 1 components)
Component | Labels |
---|---|
ner |
LOC , MISC , ORG , PER |
Accuracy
Type | Score |
---|---|
ENTS_F |
92.84 |
ENTS_P |
92.75 |
ENTS_R |
92.94 |