martin-bendik's picture
Update spaCy pipeline
7f4d4f6
---
tags:
- spacy
- token-classification
language:
- multilingual
model-index:
- name: xx_ner_sport_entities_uncased
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9620253165
- name: NER Recall
type: recall
value: 0.9743589744
- name: NER F Score
type: f_score
value: 0.9681528662
---
| Feature | Description |
| --- | --- |
| **Name** | `xx_ner_sport_entities_uncased` |
| **Version** | `1.9.0` |
| **spaCy** | `>=3.7.2,<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 (4 labels for 1 components)</summary>
| Component | Labels |
| --- | --- |
| **`ner`** | `ALIAS_TEAM`, `PLAYER`, `TEAM`, `TOURNAMENT` |
</details>
### Accuracy
| Type | Score |
| --- | --- |
| `ENTS_F` | 96.82 |
| `ENTS_P` | 96.20 |
| `ENTS_R` | 97.44 |
| `TRANSFORMER_LOSS` | 33135.42 |
| `NER_LOSS` | 179187.10 |