|
|
--- |
|
|
library_name: spacy |
|
|
pipeline_tag: token-classification |
|
|
--- |
|
|
|
|
|
# Placing the Holocaust spaCy Model - Md |
|
|
|
|
|
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 | 94 | |
|
|
| Recall | 90.5 | |
|
|
| F-Score | 92.2 | |
|
|
|
|
|
## Performance per Label |
|
|
| Label | Precision | Recall | F-Score | |
|
|
|:----------------|------------:|---------:|----------:| |
|
|
| BUILDING | 95.2 | 92.8 | 94 | |
|
|
| COUNTRY | 96.5 | 96.3 | 96.4 | |
|
|
| DLF | 95 | 84.1 | 89.2 | |
|
|
| ENV_FEATURES | 86.3 | 79.1 | 82.5 | |
|
|
| INT_SPACE | 93.9 | 91.3 | 92.6 | |
|
|
| NPIP | 94.5 | 82.4 | 88 | |
|
|
| POPULATED_PLACE | 93 | 91.2 | 92.1 | |
|
|
| REGION | 81.4 | 75.8 | 78.5 | |
|
|
| SPATIAL_OBJ | 95.2 | 93.8 | 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': 300, 'vectors': 20000, 'keys': 514157, 'name': 'en_vectors', 'mode': 'default'} |
|
|
- **labels**: {'tok2vec': [], 'spancat': ['POPULATED_PLACE', 'BUILDING', 'DLF', 'INT_SPACE', 'SPATIAL_OBJ', 'COUNTRY', 'NPIP', 'ENV_FEATURES', 'REGION']} |
|
|
- **pipeline**: ['tok2vec', 'spancat'] |
|
|
- **components**: ['tok2vec', 'spancat'] |
|
|
- **disabled**: [] |
|
|
- **performance**: {'spans_sc_f': 0.9268263329, 'spans_sc_p': 0.9409824047, 'spans_sc_r': 0.9130898743, 'tok2vec_loss': 1.1124591107, 'spancat_loss': 1418.1926040649} |
