---
tags:
- spacy
- token-classification
language:
- fr
widget:
 - text: "La fouille du \"Petit Bois\" a mis au jour plusieurs tombes riches en mobilier (à l'instar de vases ornés d'animaux ou de bracelets en schiste). Des ossements de poules (Gallus gallus domesticus), d'oies (Anser anser) et de bœufs (Bos Taurus) sont également à signaler."
 - text: "Château-Gaillard est un château fort édifié au XIIe siècle dans l'Eure par Richard Coeur de Lion."

license: cc-by-nc-2.0
model-index:
- name: fr_arches_ner_trf
  results:
  - task:
      name: NER
      type: token-classification
    metrics:
    - name: NER Precision
      type: precision
      value: 0.8033279872
    - name: NER Recall
      type: recall
      value: 0.8439342881
    - name: NER F Score
      type: f_score
      value: 0.8231306491
---
French model trained to recognize named entities from archaeological reports.

| Feature | Description |
| --- | --- |
| **Name** | `fr_arches` |
| **Version** | `0.0.0` |
| **spaCy** | `>=3.6.1,<3.7.0` |
| **Default Pipeline** | `transformer`, `ner`, `entity_punctuation_removal` |
| **Components** | `transformer`, `ner`, `entity_punctuation_removal` |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
| **Sources** | 21 archaeological reports from the [Inrap](https://www.inrap.fr/). |
| **License** | `cc-by-nc 2.0` |
| **Author** | [Institut national de recherches archéologiques préventives](https://www.inrap.fr/) |

### Label Scheme

<details>

<summary>View label scheme (15 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`ner`** | `CHRONOLOGIE`, `DECOR`, `EDIFICE`, `ESPECE`, `GPE`, `ID`, `LIEUDIT_SITE`, `LOC`, `MATERIAU`, `MOBILIER`, `ORG`, `PERSONNE`, `PEUPLE_CULTURE`, `STRUCTURE`, `TECHNIQUE_STYLE` |

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `ENTS_F` | 82.31 |
| `ENTS_P` | 80.33 |
| `ENTS_R` | 84.39 |
| `TRANSFORMER_LOSS` | 218923.98 |
| `NER_LOSS` | 51779.36 |