metadata
tags:
- spacy
- token-classification
language:
- en
license: MIT
model-index:
- name: en_core_web_md
results:
- tasks:
name: NER
type: token-classification
metrics:
- name: Precision
type: precision
value: 0.853733758
- name: Recall
type: recall
value: 0.8456530449
- name: F Score
type: f_score
value: 0.8496741892
- task:
name: POS
type: token-classification
metrics:
- name: Accuracy
type: accuracy
value: 0.9727831973
- task:
name: SENTER
type: token-classification
metrics:
- name: Precision
type: precision
value: 0.9049104721
- name: Recall
type: recall
value: 0.8801372122
- name: F Score
type: f_score
value: 0.8923519379
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Accuracy
type: accuracy
value: 0.9186878782
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Accuracy
type: accuracy
value: 0.9186878782
Details: https://spacy.io/models/en#en_core_web_md
English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.
| Feature | Description |
|---|---|
| Name | en_core_web_md |
| Version | 3.1.0 |
| spaCy | >=3.1.0,<3.2.0 |
| Default Pipeline | tok2vec, tagger, parser, attribute_ruler, lemmatizer, ner |
| Components | tok2vec, tagger, parser, senter, attribute_ruler, lemmatizer, ner |
| Vectors | 684830 keys, 20000 unique vectors (300 dimensions) |
| Sources | OntoNotes 5 (Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston) ClearNLP Constituent-to-Dependency Conversion (Emory University) WordNet 3.0 (Princeton University) GloVe Common Crawl (Jeffrey Pennington, Richard Socher, and Christopher D. Manning) |
| License | MIT |
| Author | Explosion |
Label Scheme
View label scheme (114 labels for 4 components)
| Component | Labels |
|---|---|
tagger |
` |