| tags: | |
| - spacy | |
| - token-classification | |
| - ner | |
| language: | |
| - it | |
| model-index: | |
| - name: it_ItLit800 | |
| results: | |
| - task: | |
| name: NER | |
| type: token-classification | |
| metrics: | |
| - name: NER Precision | |
| type: precision | |
| value: 0.9747904918 | |
| - name: NER Recall | |
| type: recall | |
| value: 0.9781820932 | |
| - name: NER F Score | |
| type: f_score | |
| value: 0.9764833475 | |
| | Feature | Description | | |
| | --- | --- | | |
| | **Name** | `it_ItLit800` | | |
| | **Version** | `0.0.0` | | |
| | **spaCy** | `>=3.5.0,<3.6.0` | | |
| | **Default Pipeline** | `tok2vec`, `ner` | | |
| | **Components** | `tok2vec`, `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 (27 labels for 1 components)</summary> | |
| | Component | Labels | | |
| | --- | --- | | |
| | **`ner`** | `AGE`, `ANTRO`, `CHR`, `CULT`, `DATE`, `DATECEL`, `DATERNG`, `DIST`, `GEO`, `GPE`, `HON`, `KING`, `LOC`, `MATH`, `MISC`, `MON`, `NAME`, `NORP`, `ORG`, `PER`, `POI`, `QNT`, `QTM`, `REL`, `TIME`, `WRONG`, `XORG` | | |
| </details> | |
| ### Accuracy | |
| | Type | Score | | |
| | --- | --- | | |
| | `ENTS_F` | 97.65 | | |
| | `ENTS_P` | 97.48 | | |
| | `ENTS_R` | 97.82 | | |
| | `TOK2VEC_LOSS` | 215442.06 | | |
| | `NER_LOSS` | 129597.07 | |