| tags: | |
| - spacy | |
| - token-classification | |
| language: | |
| - de | |
| license: cc-by-4.0 | |
| model-index: | |
| - name: de_MRP_NER | |
| results: | |
| - task: | |
| name: NER | |
| type: token-classification | |
| metrics: | |
| - name: NER Precision | |
| type: precision | |
| value: 0.905255631 | |
| - name: NER Recall | |
| type: recall | |
| value: 0.8568527919 | |
| - name: NER F Score | |
| type: f_score | |
| value: 0.8803894298 | |
| NER Model for 'Ministerratsprotokolle' | |
| | Feature | Description | | |
| | --- | --- | | |
| | **Name** | `de_MRP_NER` | | |
| | **Version** | `0.0.0` | | |
| | **spaCy** | `>=3.1.0,<3.2.0` | | |
| | **Default Pipeline** | `tok2vec`, `ner` | | |
| | **Components** | `tok2vec`, `ner` | | |
| | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) | | |
| | **Sources** | n/a | | |
| | **License** | `cc-by` | | |
| | **Author** | [Peter Andorfer]() | | |
| ### Label Scheme | |
| <details> | |
| <summary>View label scheme (4 labels for 1 components)</summary> | |
| | Component | Labels | | |
| | --- | --- | | |
| | **`ner`** | `GPE`, `LOC`, `ORG`, `PER` | | |
| </details> | |
| ### Accuracy | |
| | Type | Score | | |
| | --- | --- | | |
| | `ENTS_F` | 88.04 | | |
| | `ENTS_P` | 90.53 | | |
| | `ENTS_R` | 85.69 | | |
| | `TOK2VEC_LOSS` | 40077.56 | | |
| | `NER_LOSS` | 77727.57 | | |