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}
