# Placing the Holocaust spaCy Model - Trf

This is a spaCy model trained as part of the placingholocaust spaCy project. Training and evaluation code, along with the dataset, can be found at the following URL: [Placingholocaust SpaCy Project](https://huggingface.co/datasets/placingholocaust/spacy-project)

## Model Performance
| Metric    |   Value |
|:----------|--------:|
| Precision |    93.6 |
| Recall    |    91.6 |
| F-Score   |    92.6 |

## Performance per Label
| Label           |   Precision |   Recall |   F-Score |
|:----------------|------------:|---------:|----------:|
| BUILDING        |        94.3 |     94.2 |      94.3 |
| COUNTRY         |        96.6 |     96.8 |      96.7 |
| DLF             |        94.1 |     90.4 |      92.2 |
| ENV_FEATURES    |        85.1 |     86.9 |      86   |
| INT_SPACE       |        94.6 |     91.8 |      93.2 |
| NPIP            |        94.8 |     83   |      88.5 |
| POPULATED_PLACE |        92.1 |     91.3 |      91.7 |
| REGION          |        81.2 |     68.4 |      74.3 |
| SPATIAL_OBJ     |        96.3 |     92.8 |      94.5 |

## Meta Information
- **lang**: en
- **name**: pipeline
- **version**: 0.0.0
- **spacy_version**: >=3.7.4,<3.8.0
- **description**: 
- **author**: 
- **email**: 
- **url**: 
- **license**: 
- **spacy_git_version**: bff8725f4
- **vectors**: {'width': 0, 'vectors': 0, 'keys': 0, 'name': None, 'mode': 'default'}
- **labels**: {'transformer': [], 'spancat': ['POPULATED_PLACE', 'BUILDING', 'DLF', 'INT_SPACE', 'SPATIAL_OBJ', 'COUNTRY', 'NPIP', 'ENV_FEATURES', 'REGION']}
- **pipeline**: ['transformer', 'spancat']
- **components**: ['transformer', 'spancat']
- **disabled**: []
- **performance**: {'spans_sc_f': 0.9276197335, 'spans_sc_p': 0.9392318911, 'spans_sc_r': 0.9162912023, 'transformer_loss': 5.3277033729, 'spancat_loss': 98.2694334984}