metadata
license: mit
library_name: spacy
pipeline_tag: token-classification
language:
- en
Placing the Holocaust spaCy Model - Sm
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
Model Performance
| Metric | Value |
|---|---|
| Precision | 94.1 |
| Recall | 89.2 |
| F-Score | 91.6 |
Performance per Label
| Label | Precision | Recall | F-Score |
|---|---|---|---|
| BUILDING | 94.7 | 90.2 | 92.4 |
| COUNTRY | 97.6 | 94.6 | 96.1 |
| DLF | 92.4 | 86.4 | 89.3 |
| ENV_FEATURES | 86.6 | 81.2 | 83.8 |
| INT_SPACE | 93.8 | 85.9 | 89.6 |
| NPIP | 92.7 | 86.4 | 89.4 |
| POPULATED_PLACE | 94 | 90.6 | 92.3 |
| REGION | 84.4 | 68.4 | 75.6 |
| SPATIAL_OBJ | 96 | 90 | 92.9 |
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: {'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': 0.9201378393, 'spans_sc_p': 0.938694955, 'spans_sc_r': 0.9023002134, 'tok2vec_loss': 11.3818280365, 'spancat_loss': 1865.0317707062}