readme: ---
  widget:
  - text: "415 Lyon Lettres de rémission accordées à Denis Fromant, marinier, pour meurtre commis à Saint-Haon 1, au pays de Roannais, sur la personne de Driet Cantin qui l'accusait d'avoir maltraité un de ses pages et de l'avoir dépouillé d'une jument (Fol 145 v°, n° 415) Septembre 1501."
    example_title: "FRAN_IR_000061"
  - text: "BB/29/988  page 143  Penne (Lot-et-Garronne) 14 décembre 1822. BB/29/988  page 145  Billom (Puy-de-Dôme) 11 janvier 1823."
    example_title: "FRAN_IR_050370"
  
  tags:
  - spacy
  - token-classification
  language:
  - fr
  model-index:
  - name: fr_ner4archives_v3_default
    results:
    - task:
        name: NER
        type: token-classification
      metrics:
      - name: NER Precision
        type: precision
        value: 0.8390532544
      - name: NER Recall
        type: recall
        value: 0.8268221574
      - name: NER F Score
        type: f_score
        value: 0.8328928047
  ---
  | Feature | Description |
  | --- | --- |
  | **Name** | `fr_ner4archives_v3_default` |
  | **Version** | `0.0.0` |
  | **spaCy** | `>=3.4.1,<3.5.0` |
  | **Default Pipeline** | `tok2vec`, `ner` |
  | **Components** | `tok2vec`, `ner` |
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
  | **Sources** | French corpus for the NER task composed of finding aids in XML-EAD ​​from the National Archives of France (v. 3.0) - [Check corpus version on GitHub](https://github.com/NER4Archives-project/Corpus_TrainingData) |
  | **License** | CC-BY-4.0 license  |
  | **Author** | [Archives nationales]() / [Inria-Almanach]() |
  
  ### Label Scheme
  
  <details>
  
  <summary>View label scheme (5 labels for 1 components)</summary>
  
  | Component | Labels |
  | --- | --- |
  | **`ner`** | `EVENT`, `LOCATION`, `ORGANISATION`, `PERSON`, `TITLE` |
  
  </details>
  
  ### Accuracy
  
  | Type | Score |
  | --- | --- |
  | `ENTS_F` | 83.29 |
  | `ENTS_P` | 83.91 |
  | `ENTS_R` | 82.68 |
  | `TOK2VEC_LOSS` | 68553.28 |
  | `NER_LOSS` | 18164.88 |