|
---
|
|
tags:
|
|
- spacy
|
|
- token-classification
|
|
language:
|
|
- en
|
|
model-index:
|
|
- name: en_pipeline
|
|
results:
|
|
- task:
|
|
name: NER
|
|
type: token-classification
|
|
metrics:
|
|
- name: NER Precision
|
|
type: precision
|
|
value: 0.8514680484
|
|
- name: NER Recall
|
|
type: recall
|
|
value: 0.9206349206
|
|
- name: NER F Score
|
|
type: f_score
|
|
value: 0.8847016599
|
|
---
|
|
| Feature | Description |
|
|
| --- | --- |
|
|
| **Name** | `en_pipeline` |
|
|
| **Version** | `0.0.0` |
|
|
| **spaCy** | `>=3.7.5,<3.8.0` |
|
|
| **Default Pipeline** | `transformer`, `ner` |
|
|
| **Components** | `transformer`, `ner` |
|
|
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
|
|
| **Sources** | n/a |
|
|
| **License** | n/a |
|
|
| **Author** | [n/a]() |
|
|
|
|
### Label Scheme
|
|
|
|
<details>
|
|
|
|
<summary>View label scheme (2 labels for 1 components)</summary>
|
|
|
|
| Component | Labels |
|
|
| --- | --- |
|
|
| **`ner`** | `LOCATION`, `SEAWEED` |
|
|
|
|
</details>
|
|
|
|
### Accuracy
|
|
|
|
| Type | Score |
|
|
| --- | --- |
|
|
| `ENTS_F` | 88.47 |
|
|
| `ENTS_P` | 85.15 |
|
|
| `ENTS_R` | 92.06 |
|
|
| `TRANSFORMER_LOSS` | 7242.18 |
|
|
| `NER_LOSS` | 18194.07 | |